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UNITED STATES

SECURITIES AND EXCHANGE COMMISSION

Washington, D.C. 20549

FORM 10-K

(Mark One)

x ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d)

OF THE SECURITIES EXCHANGE ACT OF 1934

For the fiscal year ended December 31, 2020

2023

o TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d)

OF THE SECURITIES EXCHANGE ACT OF 1934

For the transition period from ___________ to ___________

Commission file number 001-33812

msci-logo-resized.gif
MSCI INC.

(Exact Name of Registrant as Specified in Its Charter)

Delaware

13-4038723

(State or Other Jurisdiction of

Incorporation or Organization)

(I.R.S. Employer

Identification Number)

7 World Trade Center

250 Greenwich Street, 49th Floor

New York, New York 10007

(Address of Principal Executive Offices, zip code)

(212) 804-3900

(Registrant’s telephone number, including area code)

Securities registered pursuant to Section 12(b) of the Act:

Title of each class

Trading Symbol(s)

Name of each exchange on which registered

Common stock, par value $0.01 per share

MSCI

MSCI

New York Stock Exchange

Securities registered pursuant to Section 12(g) of the Act: None

Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. Yes  Yesx  No       NO   o

Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act.  YES   Yes  oNox

Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.  Yes  Yesx  No       NO   o

Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files).  Yes  Yesx  No       NO   o

Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.

Large accelerated filer

x

Accelerated filer

o

Non-accelerated filer

o

Smaller Reporting Company

o

Emerging growth company

o

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.  o

Indicate by check mark whether the registrant has filed a report on and attestation to its management’s assessment of the effectiveness of its internal control over financial reporting under Section 404(b) of the Sarbanes-Oxley Act (15 U.S.C. 7262(b)) by the registered public accounting firm that prepared or issued its audit report.  x

If securities are registered pursuant to Section 12(b) of the Act, indicate by check mark whether the financial statements of the registrant included in the filing reflect the correction of an error to previously issued financial statements. o
Indicate by check mark whether any of those error corrections are restatements that required a recovery analysis of incentive-based compensation received by any of the registrant's executive officers during the relevant recovery period pursuant to §240.10D-1(b). o
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act).  YES   Yes  o     NO     No  

x

The aggregate market value of Common Stock held by non-affiliates of the registrant as of the last business day of the registrant’s most recently completed second fiscal quarter (based on the closing price of these securities as reported by The New York Stock Exchange on June 30, 2020)2023) was $27,134,141,425.$35,984,916,924. Shares of Common Stock held by executive officers and directors of the registrant are not included in the computation. However, the registrant has made no determination that such individuals are “affiliates” within the meaning of Rule 405 under the Securities Act of 1933.

As of February 5, 2021,2, 2024, there were 82,574,64379,091,212 shares of the registrant’s Common Stock, par value $0.01 per share, outstanding.

Documents incorporated by reference: Portions of the registrant’s proxy statement for its annual meeting2024 Annual Meeting of stockholders,Stockholders, to be held on April 27, 2021,filed within 120 days of the end of the fiscal year ended December 31, 2023, are incorporated herein by reference into Part III of this Form 10-K.



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MSCI INC.

FORM 10-K

FOR THE YEAR ENDED DECEMBER 31, 2020

2023

TABLE OF CONTENTS

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Item 1A.

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Item 1B.

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Except as the context otherwise indicates, the terms “MSCI,” the “Company,” “we,” “our” and “us” refer to MSCI Inc. together with its subsidiaries.

This Annual Report on Form 10-K contains trademarks, service marks and trade names owned by us, as well as those owned by others. MSCI, Barra, RiskMetrics, Real Capital Analytics and other MSCI brands and product names are the trademarks, service marks or registered trademarks of MSCI, its subsidiaries or licensors in the United States and other jurisdictions.


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FORWARD-LOOKING STATEMENTS

We have included in this Annual Report on Form 10-K, and from time to time may make in our public filings, press releases or other public statements, certain statements that constitute forward-looking statements. In addition, our management may make forward-looking statements to analysts, investors, representatives of the media and others. These forward-looking statements are not historical facts and represent only MSCI’s beliefs regarding future events, many of which, by their nature, are inherently uncertain and beyond our control.

These forward-looking statements involve known and unknown risks, uncertainties and other factors that may cause our actual results, levels of activity, performance or achievements to be materially different from any future results, levels of activity, performance or achievements expressed or implied by these statements.

In some cases, you can identify forward-looking statements by the use of words such as “may,” “could,” “expect,” “intend,” “plan,” “seek,” “anticipate,” “believe,” “estimate,” “predict,” “potential” or “continue,” or the negative of these terms or other comparable terminology. Statements concerning our financial position, business strategy and plans or objectives for future operations are forward-looking statements. You should not place undue reliance on forward-looking statements because they involve known and unknown risks, uncertainties and other factors that are, in some cases, beyond our control and that could materially affect our actual results, levels of activity, performance or achievements. Such risks and uncertainties include those set forth under “Risk Factors” in Part I, Item 1A of this Annual Report on Form 10-K. If any of these risks or uncertainties materialize, or if MSCI’s underlying assumptions prove to be incorrect, actual results may vary significantly from what MSCI projected. Any forward-looking statement reflects our current views with respect to future events levels of activity, performance or achievements and is subject to these and other risks, uncertainties and assumptions relating to our operations, results of operations, growth strategy and liquidity.
The forward-looking statements in this report speak only as of the time they are made and do not necessarily reflect our outlook at any other point in time. We undertakeMSCI assumes no obligation to publicly update publicly anyor revise these forward-looking statements for any reason, whether as a result of new information, future events, or for any other reason.otherwise, except as required by law. Therefore, readers should carefully review the risk factors set forth in this Annual Report on Form 10-K and in other reports or documents we file from time to time with the Securities and Exchange Commission (the “SEC”).
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PART I

Item 1.

Item 1.    Business

Mission

MSCI’s mission is to enable investors to build better portfolios for a better world.

Overview

We are a leading provider of critical decision support tools and servicessolutions for the global investment community. Our mission-critical offerings help investors address the challenges of a transforming investment landscape and power better investment decisions. Leveraging our knowledge of the global investment process and our expertise in research, data and technology, our actionable solutions power better investment decisions by enablingwe enable our clients to understand and analyze key drivers of risk and return and confidently and efficiently build more effective portfolios.

Investors all over the world use our research-driven and technology-enabled tools and servicessolutions to gain insights and improve transparency throughout their investment processes, including toprocesses. Our tools and solutions help investors define their investment universe,universe; inform and analyze their asset allocation and portfolio construction decisions,decisions; measure and manage portfolio performance and risk, conduct performance attribution,risk; implement sustainable, climate-focused and other investment strategies, designstrategies; conduct performance attribution; construct and issuemanage exchange traded funds (“ETFs”) and other indexed financial products,products; and facilitate reporting to stakeholders.

Our leading, research-enhanced products and services include indexes; portfolio construction and risk management analytics;tools; environmental, social and governance (“ESG”) and climate solutions; and real estate benchmarks, return-analyticsprivate asset data and market insights.  Throughanalysis. We are increasingly focused on open and flexible technology, and our integrated franchise we provide solutions across our products and services to support our clients’ dynamic and complex needs. Our content and capabilities can be accessed by our clients through multiple channels and platforms.

We aim to anticipate the needs of the investment industry with our client-centric focus and our deep understanding of our clients’ needs, challenges and goals. We are focused on product innovation and data collection to address the evolving needs of our clients in light of changing investment trends and an increasingly complex industry. In order to most effectively serve our clients, we are committed to drivingadvancing an integrated solutions-based approach to our offerings, achieving service excellence, enhancing our differentiated research and content, and delivering our solutions via flexible, cutting-edge technology and platforms.  

technology.

Clients

Clients

Our clients comprise a wide spectrum of the global investment industry and include the following key client types:

Asset owners (pension funds, endowments, foundations, central banks, sovereign wealth funds, family offices and insurance companies)

Asset owners (including pension funds, endowments, foundations, central banks, sovereign wealth funds, family offices and insurance companies)

Asset managers (institutional funds and accounts, mutual funds, hedge funds, ETFs, insurance products, private banks and real estate investment trusts)

Asset managers (including managers of institutional funds and accounts, mutual funds, hedge funds, ETFs, insurance products, private banking products and real estate investment trusts)

Financial intermediaries (banks, broker-dealers, exchanges, custodians, trust companies and investment consultants)

Financial intermediaries (including banks, broker-dealers, exchanges, custodians, trust companies, fund administrators and investment consultants)

Wealth managers (including robo-advisors and self-directed brokerages)

Wealth managers (including large wealth management organizations, robo-advisors and self-directed brokerages)

Real Estate Professionals (including real estate brokers, agents, developers, lenders and appraisers)
Corporates (including public and private companies and their advisors)

Corporates

As of December 31, 2020,2023 we served over 4,400approximately 7,000 clients1 in more than 95 countries. For the year ended December 31, 2020,2023, our largest client organization by revenue, BlackRock, accounted for 11.0%9.8% of our totalconsolidated operating revenues, with 94.3%95.4% of the revenueoperating revenues from BlackRock coming from fees based on the assets in BlackRock’s ETFs and non-ETF products that are based on our indexes.

Industry Trends and Competitive Advantages

We believe we are uniquely positioned to benefit from emerging trends and to help our clients adapt to a large and rapidly expanding and evolving investment industry. Investing has grown in complexity, with more choices across asset classes, security types and geographies. Investors are increasingly looking outside their home countries,geographies, and more consideration of a wider array of risks and opportunities, including those related to sustainable investing. In addition, the access toconstruction and diversitymanagement of investment choicesportfolios are growing.becoming increasingly outcome-oriented, rules-based and
1 Reflects the aggregation of all related client entities under their respective parent client entity. At acquisition, we align an acquired Company’s client count to our methodology. As of December 31, 2023, recent acquisitions brought approximately 1,000 clients of which approximately 600 clients were not previous clients of MSCI.
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technology-driven. As a result, the investment process is transforming, which is reflected in a number ofseveral trends we have observed, including:

Changing client operating models and business strategies, driven in part by fee compression, changing demographics, the regulatory environment and economics;

Changing client operating models and business strategies, driven in part by fee compression, changing demographics, the regulatory environment and shifting economic outlooks;

Increasing use of global and multi-asset class strategies, incorporating private asset investments and factor objectives, as investors seek specific, customized outcomes;

Use of global, multi-asset-class and other complex investment strategies, including strategies incorporating private asset investments and factor objectives, as investors seek specific and unique outcomes;

Accelerating integration of ESG and climate considerations into investment processes, reporting and products as sustainable investing goes increasingly mainstream and investors increasingly focus on companies with strong sustainability practices as an indicator of long-term resilience especially in light of events such as the COVID-19 pandemic;

The need for high-quality data, insightful models and timely research during times of volatility and high uncertainty;

Continuing growth of indexed investing through indexed investment products such as ETFs, mutual/UCITS funds and annuities, as well as indexed derivatives such as futures, options, structured products and over-the-counter swaps, and other vehicles that seek to track an index as investors increasingly seek lower-cost investment strategies;

Integration of ESG and climate considerations into investment processes, reporting and products, as investors focus on companies with strong sustainability practices as an indicator of long-term resilience;

Increasing demand for data and tools that can be customized by clients to support their unique portfolio construction needs and to provide transparency into their investment objectives; and

Growth of indexed investing through indexed investment products such as ETFs, mutual/UCITS funds and annuities, as well as indexed derivatives such as futures, options, structured products and over-the-counter swaps, and other vehicles that seek to track an index, as investors seek lower-cost investment strategies or seek to incorporate complex investment strategies across geographies, sectors, factors, trends and other considerations;

Growing use of advanced technologies to enhance investment analytics, streamline operations, create efficiencies and gain competitive advantages.

1Allocation of capital to private assets and desire for greater transparency into the performance of private assets;

Represents the aggregate of all related clients under their respective parent entity. 


Interest in high-quality data and greater disclosure, leading to increased demand for streamlined reporting solutions;

Demand for data and tools that clients can integrate to support customized portfolio construction and highly specialized preferences and objectives; and
Use of advanced technologies to enhance investment analytics, collect and evaluate data, improve client experiences, streamline operations, create efficiencies and gain competitive advantages.
We believe the following competitive advantages position us well to meet client demands in light of these trends:

Differentiated research-enhanced content, which is integral to the solutions we provide to clients to help them adapt to a fast-changing marketplace. We are continually developing a wide range of differentiated content and have amassed an extensive database of historical global market data, proprietary equity index data, factor models, private real estate assets benchmark data, risk algorithms and ESG and climate data, all of which are critical components of our clients’ investment processes. This content is grounded in our deep knowledge of the global investment process and fueled by experienced research and product development and data management teams. We consult with clients and other market participants to discuss their needs, investment trends and implications for our business.

Differentiated research-enhanced content provides our clients with insights to better understand and adapt to a complex and fast-changing marketplace. We are continually developing a wide range of differentiated content and have amassed an extensive database of historical global market data; proprietary equity index data; ESG and climate data and metrics; factor models; private asset performance, transaction and benchmark data, including fund- and asset-level data; and risk algorithms, all of which can be critical components of our clients’ investment processes. This content is grounded in our deep knowledge of the global investment process and fueled by experienced research and product development and data management teams.

Strong client relationships supported by a client coverage team with significant industry experience. The coverage team develops and maintains strong and trusted relationships with senior executives and investment professionals at the world’s largest investment institutions. We believe that these relationships and our global operating footprint enable us to better understand our clients’ unique needs and tailor our coverage initiatives to better serve our clients in the markets in which they operate.

Client-centricity allows us to build strong client relationships globally and better understand and service our clients’ needs in the markets in which they operate. Our client coverage team develops and maintains strong and trusted relationships with senior executives and investment professionals, and we regularly consult with clients and other market participants to discuss their needs, investment trends and implications for our research, product development and client servicing goals.

Flexible, scalable, cutting-edge technology that is used, developed and enhanced by a global team of sophisticated and innovative technology and data professionals. Our technology enables clients to use content created by MSCI, themselves and third parties in an efficient manner and thereby helps them be more cost-effective in their own operations. Our technology allows us to continually improve our overall products and services by more efficiently processing data for distribution and ensuring advanced platform flexibility that provides for easy integration of our solutions into distribution channels and our clients’ workflows.

Strong product innovation, supported by flexible, scalable, cutting-edge technology developed by our global team of sophisticated technology and data professionals, enables clients to use MSCI, third-party and their own content efficiently and cost-effectively. Our commitment to open and flexible technology allows us to process data more efficiently for distribution and deliver advanced platform flexibility for easy integration into our clients’ workflows. We are also partnering with global technology companies to accelerate the development of generative artificial intelligence (“AI”) solutions for the investment industry to help clients build better portfolios with deeper, data-driven insights.
Strategy

We provide critical tools and solutions that enable investors to manage the transformations taking place in the investment industry, better understand the drivers of performance and risk, and build portfolios more effectively and efficiently to achieve their investment objectives. We are focused on the following key initiatives to deliver actionable and integrated client solutions:

Extend leadership in research-enhanced content across asset classes. We continue to deliver solutions that incorporate proprietary and highly differentiated content based on rich insights from our research and product development team. In addition to continuing to enhance our position as a leader with respect to tools and services for equity investors globally, our strategic priorities with respect to content also include ESG and climate, thematics, factors, fixed income, liquidity and private assets, all of which we believe represent significant growth opportunities. We are focused on expanding our performance and risk capabilities and content across asset classes, which will allow us to provide more tools to our clients that help them pursue and achieve their investment objectives.

Enhance distribution and content-enabling technology. We are deploying and developing advanced technology to drive integration and efficiencies, accelerate the pace of innovation and enhance distribution and the client experience. We increasingly utilize proprietary and third-party technologies, including machine learning and artificial intelligence tools, to enhance our ability to gather and analyze data, create content and automate and enhance the efficiency of many of our data processes.

Extend leadership in research-enhanced content across asset classes. We continue to develop and deliver innovative solutions that incorporate proprietary and highly differentiated content based on rich insights from our research and product development teams. In addition to enhancing our position as a leading provider of tools and solutions for equity investors globally, our strategic priorities also include enhancing our content relating to other asset classes

Expand solutions that empower client customization. We will further enhance how we support our clients’ investment objectives by embedding our highly differentiated research into solutions that allow clients to incorporate their custom preferences. For example, we will leverage existing capabilities and applications to deliver solutions that will allow clients to reflect their unique risk and return, ESG and climate and thematic preferences, as well as tax optimization strategies in a scalable way.

Growth through strengthening existing client relationships and developing new ones. In support of our solutions-driven strategy, we continue to grow our existing offerings by cultivating and expanding relationships across our client base and serving the needs of different client types across multiple asset classes. We remain focused on building the strength and knowledge of our client coverage team to enable them to understand our clients’ needs and educate our clients on the full breadth of our content and capabilities and how using complementary tools can help clients analyze performance and risk across asset classes, investment strategies and geographies. We continue to develop relationships with the following client segments that we believe offer significant growth opportunities: wealth managers, corporates, insurance companies and exchanges, as well as clients in fast-growing regions such as Asia.

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Execute strategic relationships and acquisitions with complementary content and technology companies.  We regularly evaluate and selectively pursue strategic relationships with, and acquisitions of, providers of unique and differentiated content, products and technologies that we believe have the potential to complement, enhance or expand our offerings and client base. In order to drive value, we target acquisitions and strategic relationships that can be efficiently integrated into our existing operational structure and global sales network. For example, in January 2020, we entered into a strategic relationship with The Burgiss Group, LLC (“Burgiss”), a global provider of investment decision support tools for private capital, that is intended to accelerate and expand the data, analytics and other investment decision support tools available to investors in private assets.

and strategies, including ESG and climate, thematics, factors, fixed income, liquidity and private assets, all of which we believe represent significant growth opportunities.

Lead the enablement of ESG and climate investment integration by delivering the data, information and applications necessary to identify, assess and incorporate material ESG and climate risks and opportunities. MSCI’s research, tools and solutions will aim to provide the transparency our clients need to better integrate ESG and climate risks and opportunities into their investment processes. Our ESG ratings and climate data and research are also utilized in our index, analytics and private asset tools and solutions – from ESG and climate indexes to incorporation of ESG and climate data in risk analysis to climate and emissions assessments specific to real estate assets and private equity portfolios. We are focused on being an influential thought leader on these considerations for the investment industry.
Enhance distribution and content-enabling technology. We are deploying and developing advanced technology to drive integration and efficiencies, accelerate the pace of innovation and enhance distribution and the client experience. We increasingly utilize proprietary and third-party technologies, including AI, to enhance our ability to gather and analyze data, create content and automate and enhance the efficiency of many of our data processes. Our open-architecture Investment Solutions as a Service (“ISaaS”) offerings include MSCI ONE, an integrated platform that provides access to investment content across a number of our products and solutions. These offerings help us deliver MSCI content and solutions to our clients at scale.
Expand solutions that empower client customization. We aim to further enhance how we support our clients’ investment objectives by embedding our highly differentiated research, data and methodologies into solutions that allow clients to incorporate their custom preferences. For example, we will leverage existing capabilities and applications to deliver solutions that will allow clients to reflect their unique risk and return, ESG and climate and thematic preferences, as well as tax optimization strategies in a scalable way. In addition, we aim to meet client demand for flexible tools and data needed to construct and manage portfolios.
Strengthen client relationships and grow into strategic partnerships with clients. We aim to be a strategic partner to members of the investment community by anticipating their needs, promoting the full breadth of our tools, data and solutions, and building a seamless experience across our offerings. The depth of knowledge of our client coverage team, including dedicated account managers, ensures that we are engaging with our clients in a holistic and integrated manner. In particular, we are leveraging our existing offerings to serve new and developing client use cases. Through innovation, we aim to enhance the effectiveness and ease of use of our products as we further demonstrate the value of our content, applications and services.
Execute strategic relationships and acquisitions with complementary data, content and technology companies. We regularly evaluate and selectively pursue strategic relationships with, and acquisitions of, providers of unique and differentiated data, content, products and technologies that we believe have the potential to complement, enhance or expand our offerings and client base. In order to drive value, we target acquisitions and strategic relationships that can be efficiently integrated into our existing operational structure and global sales network. For example, we recently completed the acquisition of The Burgiss Group, LLC (“Burgiss”), a global provider of investment decision support tools relating to private capital. The acquisition provides us with comprehensive data and deep expertise in private assets, enabling investors to evaluate fundamental information, measure and compare performance, understand exposures, manage risk and conduct robust analytics.
Financial Model

We have an attractive financial model due to our recurring revenue and strong cash generation. Clients purchase our products and services primarily through recurring fixed and variable fee arrangements, a business model which has historically delivered stable revenue and predictable cash flows. Finally, our disciplined capital-allocation policy provides us with flexibility to balance internal resources and investment needs, acquisitions and shareholder returns through dividends and opportunistic share repurchases.

See Part II, Item 7. “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Overview” and Note 1, “Introduction and Basis of Presentation—Significant AccountingPoliciesRevenue Recognition,” of the Notes to the Consolidated Financial Statements included herein for information on how we generate revenue and our revenue recognition policy.

Operating

Segments

For the year ended December 31, 2020,2023, we had the following five operating segments -segments: Index, Analytics, ESG and Climate, Real EstateAssets and Burgiss.Private Capital Solutions, which are presented as the following four reportable segments: Index, Analytics, ESG and Climate, and All Other – Private Assets. For reporting purposes, the ESGReal Assets and Real EstatePrivate Capital Solutions operating segments were are
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combined and presented as All Other – Private Assets, as they did not meet the thresholds for separate presentation. TheOn October 2, 2023, the Company acquired the remaining 66.4% interest in Burgiss. During the year ended December 31, 2023, we renamed the Burgiss operating segment to Private Capital Solutions. Prior to the acquisition, the Private Capital Solutions operating segment represented the Company’s 33.6% equity method investment in Burgiss. Effective January 1, 2021, we revised our reportable segment structure. While our strategy, organizational structure and day-to-day operations remain largely unchanged, we believeFollowing the new segment reporting structure provides additional and helpful transparency into our operations.acquisition, Burgiss’ consolidated results are included in the Private Capital Solutions operating segment. See Note 16. “Subsequent Events,5, “Acquisitions, and Note 13, “Segment Information” of the Notes to the Consolidated Financial Statements included herein for additional information.

information on the acquisition of Burgiss.

Index

Clients use our indexes in many areas of the investment process, including for developing indexed product creationfinancial products (e.g., ETFs, mutual funds, annuities, futures, options, structured products, over-the-counter derivatives), performance benchmarking, portfolio construction and rebalancing,and asset allocation. We currently calculate more than 246,0002290,0002 end-of-day indexes daily and more than 14,00016,000 indexes in real time.time. Clients receiveaccess our index data directly from usMSCI or from third-party vendors worldwide.

Our index product offerings include:
MSCI Global Equity Indexes. MSCI Global Equity Indexes are designed to measure returns across a wide variety of equity markets, size segments, sectors and industries. As of December 31, 2023, we calculated indexes include:

MSCI Global Equity Indexes. MSCI Global Equity Indexes are designed to measure returns across a wide variety of equity markets, size segments, sectors and industries.  As of December 31, 2020, we calculated indexes that covered more than 80 countries in developed, emerging, frontier and standalone equity markets, as well as various regional indexes built from the component country indexes.

ESG and Climate Indexes. ESG and Climate Indexes are constructed from an underlying index by applying data from our ESG and Climate segment to additional screening or other criteria.

Factor Indexes. Factor Indexes are created using the Barra Equity Models from our Analytics segment to address a growing trend among institutional investors and asset managers to target systematic style factors, such as volatility, size and momentum.

ESG and Climate Indexes. ESG and Climate Indexes are constructed using data from our ESG segment to meet the growing demand for indexes that integrate ESG and climate criteria to facilitate sustainable investingFactor Indexes. Factor Indexes seek to reflect the performance characteristics of a range of investment styles and strategies, such as momentum or value. These indexes include stocks that demonstrate high exposure to the target factor. In addition to single factor indexes, we offer multiple-factor indexes for investors with diversified multi-factor strategies.

Thematic Indexes. Thematic Indexes are designed to measure the performance of companies associated with shifts in macroeconomic, geopolitical and technological trends. These indexes can target areas of interest under megatrend categories such as the environment, healthcare and lifestyle. Examples of our Thematic Indexes include digital economy, efficient energy, genomic innovation and smart cities.

2Client-Designed Indexes. Client-Designed Indexes are calculated by applying additional criteria supplied by a client – such as stock exclusion lists, currency hedging rules, tax rates or special weighting – to an MSCI index. Investors with unique index requirements can build an index to meet their specific needs and better update index design over time to support their evolving investment strategies.

The number of indexes includes different return versions (e.g., price, net and gross returns) but does not include different currency versions.


Fixed Income Indexes. Fixed Income Indexes include both investment grade and high-yield securities across a number of currencies that reflect the performance of credit markets generally, or specific investment strategies, including climate-focused or factor strategies.

Customized Indexes. Customized Indexes are calculated by applying a client’s criteria such as stock exclusion lists, currency hedging rules, tax rates or special weighting to an existing MSCI index.

Real Assets Indexes. Real Assets Indexes provide transparency and insight into real asset strategies, including performance of portfolios across private real estate investments, REITs and others. Our Private Real Assets Index products are reported under our All Other – Private Assets reportable segment.

Thematic Indexes. Thematic Indexes are designed to measure the performance of specific social, economic, industrial, environmental or demographic investment strategies.

Real Assets Indexes. Real Assets Indexes provide transparency and insight to private real estate investment strategies.

In 2020, 2023, we launched a number of new indexes and data products, including the following indexes:

Fixed Income Indexes. Fixed Income Indexes use broad market corporate bond universes to create indexes that track the performance of investment strategies based upon (i) the credit market (MSCI Corporate Bond Indexes), (ii) systematic style factor exposures such as carry, value, size and low risk (MSCI Factor Fixed Income Indexes), (iii) certain ESG metrics and companies’ ESG profiles (MSCI Fixed Income ESG Universal Indexes), (iv) fixed income securities from issuers that have high ESG ratings relative to their sector peers (MSCI Fixed Income ESG Leaders Indexes) and (v) the opportunities and risks associated with the transition to a lower carbon economy (MSCI Climate Change Fixed Income Indexes).

following:

MSCI Float Data Product. The MSCI Float Data Product is a new offering created to provide additional transparency related to free float market capitalization at a security level. The MSCI Float Data Product offers greater visibility into a security’s investability metrics. This extensive data set includes all securities within the MSCI equity universe and is updated on a monthly basis.

Innovation-Focused Thematic Indexes. Innovation-Focused Thematic Indexes expand MSCI’s megatrend index suite to include indexes that are focused on disruptive innovation. These indexes are designed to track the performance of companies in dynamic fields such as autonomous technologies, genomics, fintech, future education and next generation internet. These indexes are used by investors to realign their portfolios to capture structural economic changes.

MSCI Biotech Advance Indexes. Part of our suite of MSCI Life Sciences Indexes, the MSCI Biotech Advance Indexes aim to measure the performance of a set of companies that are associated with research, development and commercialization of products for treating a broad range of diseases and disorders.

MSCI MarketAxess Tradable Corporate Bond Indexes. The MSCI MarketAxess Tradable Corporate Bond Indexes incorporate MarketAxess liquidity data and make use of the MarketAxess Relative Liquidity Score to capture more liquid fixed income securities.
2 The number of indexes includes different return versions (e.g., price, net and gross returns) but does not include different currency versions.
5

MSCI Global Thematic Rotation Index. The MSCI Global Thematic Rotation Index aims to represent the performance of the highest-ranked thematic megatrends, selected from a larger subset and rotated regularly based on media sentiment tied to MediaStats Megatrend Scores.
MSCI Climate Action Corporate Bond Indexes. The MSCI Climate Action Corporate Bond Indexes are designed to measure the performance of the fixed-income securities of companies that have been assessed to have favorable characteristics relating to climate transition actions relative to sector peers.

MSCI Climate Paris Aligned Indexes. MSCI Climate Paris Aligned Indexes are designed to help investors mitigate transition and physical risks, identify potential opportunities and allocate resources in a way that supports the decarbonization of the economy while being compatible with the Paris Agreement. The MSCI Climate Paris Aligned Indexes incorporate the recommendations of the EU Task Force on Climate-related Financial Disclosures (“TCFD”) and are designed to exceed the minimum standards for EU Paris-aligned Benchmarks.

Our Index segment also includes revenues from licenses of GICS® and GICS Direct, the global industry classification standard jointly developed and maintained by MSCI and Standard & Poor’s Financial Services, LLC,S&P Dow Jones Indices, a subsidiarydivision of S&P Global Inc. (“Standard & Poor’s”).  This classification system was designeddeveloped in response to respond to clients’ needsinvestors’ need for a comprehensive consistent and accurateconsistent framework for classifying companies into industries. GICS is widely accepted as an industry analysis framework for investment research, portfolio management and asset allocation. GICS Direct is a dataset comprised of active companies and securities classified by sector, industry group, industry and sub-industry in accordance with the proprietary GICS methodology. The MSCI Sector Indexes are comprised of GICS sector, industry group, and industry indexes across countries and regions in Developed, Emerging and select Frontier markets.

For the year ended December 31, 2020, 60.0%2023, 57.4% of our revenues were attributable to our Index segment. A majority of those revenues arewere attributable to annual, recurring subscriptions. A portion of our revenues comecomes from clients who use our indexes as the basis for indexed investment products. Such fees are primarily based on a client’s assets under management (“AUM”) or trading volumes and are referred to herein as asset-based fees. Since market movement and investment trends impact our asset-based fees, our revenues from asset-based fees are subject to volatility. For the year ended December 31, 2020, 2023, asset-based fees accounted for 39.3%38.4% of the total revenues for our Index segment.

Analytics

Our Analytics segment offers risk management, performance attribution and portfolio management content, applications and services that provide clients with an integrated view of risk and return and tools for analyzing market, credit, liquidity, counterparty and counterpartyclimate risk across all major asset classes, spanning short-, medium- and long-term time horizons. Our offerings also support clients’ various regulatory reporting needs.


Our Analytics tools and capabilities include:include the following: models to support factor-based analytics (e.g., Barra equity models and fixed income and multi-asset class (“MAC”) models), pricing models and single security analytics, time series-based analytics, stress testing, performance attribution, portfolio optimization and liquidity risk analytics, as well as underlying inputs such as interest rate and credit curves. We continue to develop new and improved tools and capabilities in response to the evolving needs of our clients. For example,In addition, our analytics capabilities are helping to fuel growth in 2020 we released multi-period stress testing capabilities that allow investors to model the impactkey areas across our business, such as our factor indexes and many of long horizon scenarios on their portfolios.

our climate risk and reporting offerings.

Our clients access our Analytics tools and content through our proprietary applications and APIs (applicationapplication programming interfaces)interfaces (“APIs”), third-party applications or directly through their own platforms. Our Analytics solutions provide clients with tools to construct and manage portfolios, including integrated market data from multiple third parties as well as content from MSCI’s other segments,, which significantly reduces the operational burden on clients to independently source this information and populate it in our Analytics products. Our key Analytics products include:

RiskMetrics RiskManager. RiskMetrics RiskManager provides risk analytics across a broad range of publicly traded instruments and private assets. Clients use RiskManager for daily analysis, including: Value-at-Risk (“VaR”) simulation; measuring and monitoring market and liquidity risk at position, fund and firm levels; sensitivity analysis and stress testing; interactive what-if analysis; counterparty credit exposure; and regulatory risk reporting.

BarraOne. Powered by our MAC Barra factor model, BarraOne provides clients with MAC risk and performance analytics. BarraOne allows clients to build equity, fixed income, and MAC portfolios with specific risk, ESG and climate exposures.
Barra Portfolio Manager. Barra Portfolio Manager is an integrated risk, performance and portfolio-construction interactive platform with a flexible user interface that enables our clients to design investment strategies and build portfolios, and to share analytics and reports across their organizations. It is used by equity fund managers and their teams to gain additional portfolio insight and manage their investment processes more systematically.
RiskMetricsWealthBench and RiskMetricsCreditManager. RiskMetrics WealthBench is a web-based platform used by private banks, financial advisers, brokerages and trust companies to help wealth managers assess portfolio risk, construct asset allocation policies and create comprehensive client proposals. RiskMetrics CreditManager is a portfolio credit risk management system used primarily by banks to quantify portfolio credit risk by capturing market exposure, rating changes and default risk.
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Climate Lab Enterprise. Powered by MSCI’s climate data integrated with MSCI’s enterprise analytics infrastructure, Climate Lab Enterprise enables our clients to measure, manage and monitor net-zero commitments and climate exposure and risks. Climate Lab Enterprise is able to aggregate climate data across multiple portfolios and asset classes, providing clients the ability to understand alignment with their climate goals from the enterprise level down through portfolios to individual positions and issuers.
Insights. Our Insights offering calculates, stores and delivers a broad range of risk, performance, climate and sustainability measures to help investors identify trends and respond to rapid changes in markets. Insights automates many tasks to allow investors to more quickly and effectively understand the overall level of risk in their portfolios, how that risk has changed and what factors may have caused the changes.

RiskMetrics RiskManager. RiskMetrics RiskManager is an industry leader in value at risk (“VaR”) simulation and in stress testing. Clients use RiskManager for daily analysis; measuring and monitoring market and liquidity risk at position, fund and firm levels; sensitivity and stress testing; interactive what-if analysis; counterparty credit exposure; and regulatory risk reporting.   

BarraOne. Powered by our MAC models and Barra Integrated Model, BarraOne provides clients with global, multi-asset class, multi-currency risk and performance analytics using Barra’s fundamental factor methodology that allows clients to identify the factors driving the risk and performance of their portfolios and calculate portfolio optimizations.

Barra Portfolio Manager. Barra Portfolio Manager is an integrated risk, performance and optimization platform. Powered by Barra equity models, Barra Portfolio Manager enables our clients to share strategies, analytics and reports across their organizations. It is used by equity fund managers and their teams to gain additional portfolio insight, manage their investment processes more systematically and make more efficient and informed investment decisions.

WealthBench and CreditManager. WealthBench is a web-based platform used by private banks, financial advisers, brokerages and trust companies to help wealth managers assess portfolio risk, construct asset allocation policies and create comprehensive client proposals. CreditManager is a portfolio credit risk management system used primarily by banks to calculate economic capital, facilitate risk-based pricing and measure credit risk concentrations.

MSCI BEON™. Our BEON application provides an enhanced client experience for equity portfolio and risk managers through a graphical interface that allows clients to easily determine drivers of risk and return. BEON offers clients consolidated access to certain capabilities and tools currently available through other Analytics applications, as well as certain tools from other MSCI operating segments.

Our Analytics segment also provides various managed services to help clients operate more efficiently, including consolidation of client portfolio data from various sources, review and reconciliation of input data and results, and customized reporting, including ESG and climate reporting. In addition, our RiskMetricsHedgePlatform service allows clients such as funds of funds, pension funds and endowments who invest in hedge funds to measure, evaluate and monitor the risk of their hedge fund investments across multiple hedge fund strategies.

For the year ended December 31, 2020, 30.3%2023, 24.4% of our revenues were attributable to our Analytics segment.

All Other – ESG

MSCI

ESG Researchand Climate
The ESG and Climate segment3 analyzes over 8,5004 entities worldwide to offers products and services that help institutional investors understand how ESG and climatesustainability considerations can impact the long-term risksrisk and opportunities in financial markets. Subscribersreturn of their portfolio and individual security-level investments. We provide data, ratings, research and tools to help investors navigate increasing regulation, meet new client demands and better integrate ESG and climate elements into their investment processes.
In recent years, sustainability related issues have become key business priorities across industries. At MSCI, we believe our ESG and Climate solutions support ESG integration by strengthening transparency around ESG and climate metrics and helping to analyze and quantify ESG and climate risks. Investors commonly use our ESG and Climate solutions, including MSCI ESG ResearchRatings, to help assess ESG-related financial risks in their investment processes and to help inform their investment decisions. Our ESG and Climate solutions are also used by some clients to help them identify investments that may generate a social or environmental impact or that may otherwise align with an investor’s ethical values.
Our ESG and Climate research team analyzes over 10,0004 entities worldwide, and we will continue to expand and deepen our coverage to help investors and others in their asset allocation, portfolio construction and risk management processes. Clients include global asset managers, leading asset owners, consultants, advisers, corporates and academics.

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MSCI ESG Research is provided by MSCI ESG Research LLC, a wholly-ownedOur ESG and Climate offerings include:

MSCI ESG Ratings. Our ESG ratings aim to measure a company’s resilience to long-term ESG risks. Companies are scored on an industry-relative scale across the most relevant key ESG issues based on a company’s business model. MSCI ESG Ratings include ratings of equity issuers and fixed income securities. The MSCI ESG Industry Materiality Map is a public tool that explores the key ESG issues by GICS sub-industry or sector and their contribution to companies’ overall ESG ratings. In assigning an MSCI ESG Rating, we collect the most relevant, publicly available data and assess the most significant ESG risks a company faces. Investors use MSCI ESG Ratings for a variety of purposes, including to assist with fundamental or quantitative analysis, portfolio construction and risk management, engagement and thought leadership, benchmarking and custom index design.
MSCI ESG Business Involvement Screening Research. MSCI ESG Business Involvement Screening Research is a screening service that enables institutional investors to manage ESG standards and restrictions reliably and efficiently. Asset managers, investment advisers and asset owners can access screening research through the online MSCI ESG Manager platform or a data feed to support alignment with their investment guidelines, implement client mandates or manage potential ESG portfolio risks.
MSCI Climate Solutions. With MSCI Climate Solutions, investors and issuers utilize our climate data and tools to support their investment decision making. These activities can include measuring and reporting on climate risk exposure, implementing low-carbon or fossil-fuel-free strategies, factoring climate change research into risk
3 Products and services in our ESG and Climate segment are provided by MSCI ESG Research LLC, a wholly owned subsidiary of MSCI Inc. that is registered with the U.S. Securities and Exchange Commission (SEC) as an Investment Adviser under the Investment Advisers Act of 1940. MSCI ESG Ratings are used in the construction and calculation of MSCI ESG indexes. MSCI indexes are products of MSCI Inc., and MSCI Limited is the benchmark administrator of such indexes.

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Does not include subsidiary-level companies.


In addition, MSCI ESG Research data and MSCI ESG Ratings are used as an input in the construction and calculation of MSCI ESG indexes, which are not subject to our SEC registration. MSCI indexes are products of MSCI Inc., and MSCI Limited and MSCI Deutschland GmbH are the benchmark administrators.

4 Does not include subsidiary-level companies.
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management processes and engaging companies and external stakeholders. For example, in 2023, we launched MSCI Corporate Sustainability Insights, a solution that gives clients the ability to track, measure and compare their ESG and climate data versus peers, while also identifying potential disclosure gaps, through intuitive charts, graphs and maps. In 2023, we also completed the acquisition of Trove Research Ltd (“Trove”), a carbon markets intelligence provider, which will accelerate our ability to provide data and analysis on voluntary carbon markets.
MSCI ESG ratings and certain other ESG and climate data provided to our clients are also made available to, and used in, our other operating segments, such as in the construction of our MSCI ESG and Climate equity and fixed income indexes from ourindexes. These Index operating segmentproducts are designed to help institutional investors more effectively benchmark ESG investment performance, issue indexed investment products, as well as manage, measure and report on ESG mandates.

MSCI ESG Research offerings include:

MSCI ESG Ratings. Our ESG ratings aim to measure a company's resilience to long-term ESG risks. Companies are scored on an industry-relative scale across the most relevant key ESG issues based on a company's business model.  MSCI ESG Ratings include ratings of equity issuers and fixed income securities. In 2020, MSCI launched the MSCI ESG Industry Materiality Map, a public tool which explores the key ESG issues by GICS® sub-industry or sector and their contribution to companies’ overall ESG ratings. Ratings are designed to identify and analyze ESG issues, including exposures (e.g., business segment and geographic risk), management and industry-specific measures that may include the intersection of a company’s major social and environmental impacts with its core business operations, thereby identifying potential risks and opportunities for the company and its investors.  

MSCI ESG Business Involvement Screening Research. MSCI ESG Business Involvement Screening Research is a screening service that enables institutional investors to manage ESG standards and restrictions reliably and efficiently. Asset managers, investment advisers and asset owners can access screening research through the online MSCI ESG Manager platform or a data feed to satisfy their clients’ investment guidelines, implement client mandates and manage potential ESG portfolio risks.

MSCI Climate Solutions. MSCI’s Climate VaR metric provides investors with an estimation of how the value of their investment portfolios could be impacted (up or down) by climate policy risk, technology transition opportunities and extreme weather (physical climate risks). A company's Climate VaR, expressed as a percentage change from its current market valuation, is derived from financial modeling of potential future costs and profits associated with climate-related risks and opportunities.

For a description of regulation applicable to MSCI ESG Research offerings,LLC, see “—“—Government Regulation” below.

For the year endedended December 31, 2020, 6.5%2023, 11.4% of our revenues were attributable to our ESG and Climate segment.

All Other – Real Estate

Private Assets

Our Real Estate segment includes research, reporting, marketprivate assets offerings include extensive data and benchmarking offerings that provide real estate performance analytics for funds,private assets, enabling investors to evaluate fundamental information, measure and managers.compare performance, understand exposures, manage risk and conduct robust analysis. Our Real Estateprivate assets offerings also enable investors to compare performance and risk across both private and public asset classes, andenhance our multi-asset class and total portfolio capabilities. In 2023, we acquired the remaining 66.4% interest in Burgiss, which provides a suite of tools to help private assets investors across mission-critical workflows, such as evaluating operating performance of underlying portfolio companies,managing risk and other activities supporting private capital investing. This acquisition built on our existing capabilities across real assets, including from our 2021 acquisition of Real Capital Analytics (“RCA”).
We also integrate our private assets data and analytics range from enterprise-wide to property-specific analysis. Some of the risk analysis generated in the Real Estate segment is also used in theother MSCI products offered by our other operating segments. For example, thesegments, including indexes, climate risk models, MAC models createdand other MSCI solutions.
Our Real Assets offerings include:
Real Capital Analytics. RCA aggregates timely transaction data and provides valuable information on market pricing, capital flows and investment trends in our Analytics segment offermore than 170 countries. Our clients use this unique data to formulate strategies, source new opportunities and execute deals.
Portfolio Performance Insights. Our Portfolio Performance Insights application offers an interactive, integrated solution to analyze the drivers of performance across investments, as well as review exposures and concentrations across markets, asset types and portfolios.
Portfolio Climate Insights. Our Portfolio Climate Insights solution provides forward-looking and return-based valuation assessments to measure climate-related risks for real estate assets in an investment portfolio.
Portfolio Income Insights. Our Portfolio Income Insights solution enables investors to proactively measure and manage income risk. This offering uses intuitive dashboards, bond-equivalent rating scores and a viewproprietary global tenant grading system to enable investors to better understand the likelihood of current and future tenant risk across marketassets and asset classes, includingportfolios.
Index Intel. Our Index Intel offering is an extensive private real estate database that is used by incorporating content generated ininstitutional investors, asset managers, banks, custodians and investment consultants to drive allocation decisions, research and strategy developments, and portfolio and risk management.
Property Intel. Our Property Intel offering provides web-based services for the Real Estate segment. We also provide business intelligence toanalysis of commercial real estate owners,and offers extensive information on real estate, rental levels, property holdings, transactions, ownership, occupiers, footfall, lease data and the ability to simulate market values.
Our Private Capital Solutions offerings include:
Private Capital Portfolio Management Platform. The Private Capital Portfolio Management Platform (formerly known as the Private i Platform) merges analytical tools and powerful reporting to help investment, risk and operations teams consistently and accurately monitor, measure and report on their private asset portfolios and associated investment activity.
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Caissa Total Plan Platform. The Caissa Total Plan Platform is an industry-leading, multi-asset class investment analytics platform. It provides a comprehensive view of the drivers of performance and risk in both public and private investments in total portfolios.
Transparency Data. Our Private Capital Transparency Data offering provides investment teams with information on the holdings of private capital funds that is gathered from original source documents provided by managers developers and brokers worldwide. Real Estate offerings include:

augmented with extensive research.

Universe Analytics. The Universe Analytics offering provides private capital performance data used by asset allocators as a source of official institutional benchmarks and as a basis for asset allocation, research, due diligence and compensation decisions.

MSCI Enterprise Analytics. Our Enterprise Analytics application offers an interactive, single integrated view to private real estate investors and managers, providing them with the ability to evaluate and analyze the drivers of portfolio performance across an organization’s investments, as well as review exposures and concentrations across markets, asset types and increasingly diverse portfolios.

MSCI Global Intel. Our Global Intel offering is an industry-leading database that equips asset owners, researchers, strategists and portfolio and risk managers with data and analytics to enhance their understanding of local, regional and global real estate performance and risks. This tool comprises a consolidated set of global, regional, national, city and submarket indexes with segmentation by property type.   

MSCI Real Estate Climate Value-at-Risk (“RE Climate VaR”). Our RE Climate VaR solution provides forward-looking and return-based valuation assessments to measure climate-related risks for real estate assets in an investment portfolio. By calculating both transition risk from changing legislation due to climate action and physical risk from extreme weather impacts, RE Climate VaR offers a framework for investors to improve portfolio performance, risk management, regulatory reporting and progress towards broader sustainability goals.


For the year ended December 31, 2020, 3.2%2023, 6.9% of our revenues were attributable to our Real Estate segment.

private assets offerings.

Research and Product Development

We apply an integrated team approach to developing content across our operating segments. Our product management, research and product development, data operations and technology, and application development departments are at the center of this process. Our content is developed by a research and product development team comprised of mathematicians, economists, statisticians, financial engineers and investment industry experts. Content created in one segment can often be used for the creation of products in another segment. For example, the MAC models created in our Analytics segment offer a view of risk across market and asset classes, including private real estate,assets, by incorporating content generated in the Real Estate segment, andour private assets offerings. In addition, our MSCI ESG indexes and our Climate Lab Enterprise analytics product are constructed using data from our ESG and Climate operating segment.

Through our relationships with the world’s largest investment institutions, we monitor investment trends and their drivers globally and support instrument valuation, risk modeling, portfolio construction, portfolio attribution, asset allocation and VaRvalue-at-risk simulation. An important way we monitor global investment trends and their implications for our business is through direct public consultations and client advisory panels and through the forum provided by our Advisory Council. Our Advisory Council typically meets twice athree times during the year to discuss current and emerging investment industry trends and is comprised of senior investment professionals from around the world and senior members of our research and product development team.

Technology

Technology plays a pivotal role in our operations.operations and our ability to innovate and launch products and services. Current areas of focus include:

Migrating products, data and servicesonto a cloud platform to accelerate the delivery of new capabilities that will help investors more swiftly and efficiently manage data and understand the drivers of risk and performance, drive automation across our corporate processes and minimize data center risks.

Modernizing our workplace to better support a remote workforce that can collaborate and productively work from anywhere.

Improving the client experience by enhancing the way clients access, interact with and use our data, applications and other tools.

Enhancing data processing by expanding our use of data science and machine learning in our data collection processes to enable us to more efficiently build scale and facilitate faster product enhancements and releases while also maintaining the highest quality standards.

Improving the client experience by enhancing the way clients access, interact with and use our data, applications and other tools, including by developing and launching our open-architecture ISaaS services, many of which are available via modern, web-based platforms, such as our MSCI ONE offering, or integrate with our clients’ existing ecosystems via APIs.

Enhancing information security by further strengthening our technology infrastructure, with an emphasis on cyber and information security. Our success depends on our clients’ abilities to securely access our products and services. We implement changes and upgrades to technology and processes to minimize risk on an ongoing basis, and we seek to improve employee awareness of cyber and information security issues through training.


Enhancing data processing by utilizing data science and machine learning in our data collection processes to more efficiently build scale and facilitate faster product enhancements and releases while also maintaining high standards. We also leverage AI to enhance our content and continue evolving our data-processing and quality-control procedures.

Enhancing information security by further strengthening our technology infrastructure and software security processes. We implement changes and upgrades to technology regularly and maintain processes designed to minimize risk on an ongoing basis, and we seek to improve employee awareness of cyber and information security issues through training.

Modernizing our workplace to better support a remote and hybrid workforce that can collaborate and productively work from anywhere.
Migrating products, data and services onto cloud platforms to accelerate the delivery of new capabilities that will help investors more swiftly and efficiently manage data and understand the drivers of risk and performance, drive automation across our corporate processes and minimize data center risks.
Competition

Index. Many industry participants compete with us by offering one or more indexes in similar categories. Such indexes vary widely in scope, including by geographic region, business sector and risk category,weighting methodology, and may be used by clients in a variety of ways in many different markets around the world. Among our Index competitors are S&P Dow Jones Indices LLC (a joint venture company owned by
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of S&P Global Inc. and CME Group Inc., CME Group Services LLC and S&P Global Inc.) and; FTSE Russell, a subsidiary of the London Stock Exchange Group PLC.

Growing competitionplc; Solactive AG; Nasdaq Inc; and Bloomberg Finance L.P. (“Bloomberg”).

Competition also exists from industry participants, including asset managers and investment banks, that create their own indexes, often in cooperation with index providers, which may, among other things, provide some form of calculation agent service. AssetSome asset managers also manage funds, including ETFs, based on their proprietary indexes, and manysome investment banks launch structured products or create over-the-counter derivatives based on their proprietary indexes. This is often referred to as self-indexing.

Analytics. Our Analytics offerings compete with those from a range of competitors, including Qontigo (formerly Axioma Inc. and acquired by Deutsche Borse Group as part(part of a strategic partnership with General Atlantic)SimCorp), BlackRock Solutions, Bloomberg, Finance L.P., and FactSet Research Systems Inc. Additionally, some of the larger broker-dealers have developed proprietary analytics tools for their clients. Similarly, some of the large global investment organizations, such as custodians, have developed internal risk management and performance analytics tools that they offer to their clients.

All Other.  

We also have a variety of competitors for our otherESG and Climate. Our ESG and Climate offerings that comprise a smaller portion of our revenues, includingcompete with a growing number of companies that issue ESG data, ratings or research and a growing number of companies that provide Real Estate data, indexes, performance and risk attribution services.research. For example, our ESG and Climate offerings compete with those from a range of competitors, including Sustainalytics Holding B.V. (now a(a part of Morningstar, Inc.), Institutional Shareholder Services Inc. (majority owned by Deutsche Börse AG), Trucost (an S&P Global Inc. business), Refinitiv (a London Stock Exchange Group business), Bloomberg and Refinitiv Holdings Limited.Moody’s Corporation.

All Other – Private Assets. We have a variety of competitors for our offerings that provide data, market intelligence, indexes, and performance and risk attribution services relating to private assets. Our private assets data and analytics products, including those from our acquisition of Burgiss, also compete with a variety of products and tools that provide transaction-, fund- and asset-level data for private assets and across asset classes.
Intellectual Property, Other Proprietary Rights and Sources of Data

We consider many aspects of our offerings, processes and services to be proprietary. We have registered “MSCI” and other marks as trademarks or service marks in the United States and in certain other countries. We will continue to evaluate the registration of additional trademarks and service marks as appropriate. From time to time, we have also filed patent applications to protect our proprietary rights. Additionally, many of our offerings, processes and services require the use of intellectual property that we license for use from third parties. It may be necessary in the future to seek or renew licenses relating to various aspects of our offerings and services.

Our ownership and protection of intellectual property and other proprietary rights and our ability to obtain the rights to use third-party intellectual property are important to our business and contribute in part to our overall success. We do not believe we are dependent on any one of our intellectual property rights or any one license to use third-party intellectual property.

In addition to our intellectual property, we rely on third-party data to create and deliver our products and services. For example, we require certain stock exchange data to construct equity indexes. Termination of or disputes regarding our rights to receive or use such data could limit the information available for us to use or distribute in connection with building or distributing our products and servicesservices.
Corporate Responsibility
As a leader in providing ESG and climate solutions to investors, we also aim to demonstrate leading corporate responsibility practices and policies that are meaningful to our various stakeholders, including our clients, employees and shareholders. The Governance and Corporate Responsibility Committee of our Board of Directors (“Board”) provides oversight of our corporate responsibility strategy and activities and receives regular updates and reports from MSCI management, including our Chief Responsibility and Diversity Officer.
We are committed to continuing to develop and enhance our sustainability strategy and to make available toregularly reporting on our clients.  

efforts. As part of our corporate responsibility efforts, we have published reports aligned with a number of international frameworks, including CDP, the Task Force on Climate-related Financial Disclosures (TCFD) and the Sustainability Accounting Standard Board (SASB).

Additional information on our corporate responsibility approach, including our net-zero commitment and science-based targets, can be found on our website at https://www.msci.com/who-we-are/corporate-responsibility. Information contained on our website is not deemed part of or incorporated by reference into this Annual Report on Form 10-K or any other report filed with the SEC.
Human Capital Management

MSCI is committed to creating a performance culture with a high degree of employee engagement. Our talent and leadership development programs are designed to ensure we have the right people andwith the necessary skills in place to deliver on MSCI’s strategy, including a workplace that values and promotes diversity, equalityequity and inclusion.

inclusion (“DE&I”).

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The Compensation, Talent and Culture Committee of our Board has oversight over talent management matters, including efforts relating to succession/progression planning, career progression and retention strategies, and learning and leadership development programs. In addition, this Committee oversees our efforts relating to our corporate culture, such as our DE&I strategy and our employee engagement. Our Chief Human Resources Officer, our Chief Responsibility and Diversity Officer and our Head of Talent report to our Board regularly on DE&I initiatives, our work towards enhancing corporate culture and our talent management strategies. We also engage with our shareholders around these aspects of our human capital management strategies.
The Board regularly reviews our executive talent, including our current leadership bench and succession/progression planning efforts relating to our entire executive team. Our Chief Executive Officer and our President and Chief Operating Officer also meet regularly with the heads of our functions to review talent plans, with an aim of identifying top talent with the most immediate or near-term potential to progress to the senior-most roles at MSCI.
MSCI is an internationala global company with a highly diverse footprint. Our employees are located in more than 30 cities across more than 20 countries. As of December 31, 2020,2023, we employed 3,6335,794 people, of which 47.0%46.2% of MSCI employees were located in the Asia Pacific region, 23.3%26.9% in Europe, Middle East and Africa, 20.7%18.8% in the U.S. and Canada, and 9.0%8.1% in Mexico and Brazil. For the one-year period ended December 31, 2020,2023, voluntary turnover was 7.6%7.3% and involuntary turnover was 3.8%2.8%.


Diversity, EqualityEquity and Inclusion

At MSCI, diversity, equality

Diversity, equity and inclusion are core values of our culture.MSCI. We strive to empower our people to maximize their potential in an environment where all individuals are respected and encouraged to bring their authentic selves to work. ThisMSCI’s culture embraces diverse experiences and perspectives, which we believe foster creativity and innovation. As a leading provider of December 31, 2020, women represented 33.1% oftools and solutions to the global investment community, it is critical that DE&I principles are central to how we manage our global employees,business and people of color (defined as those who identify as Asian, Black/African American, Hispanic/Latino, Native American, Hawaiian, Pacific Islander or two or more races) represented 41.7% of our U.S. employees. From a global diversity perspective, the U.S. represents only 19.9% of our global workforce.

Our Executive Diversity Council (the “EDC”) champions a diverse and inclusive culture by advising on corporate initiatives and facilitating collaboration across the Company. Members of the EDC partner with our employee resource groups (the Women’s Leadership Forum, Women in Tech (formed in 2020), MSCI Pride, the Black Leadership Network (formed in 2020) and Eco Groups) to raise awareness, conduct events around the globe and serve as sponsors in their respective locations.

In 2020, we established the Employer Brand Council and the Diversity Engagement and Sourcing team. These groups focus on:

building and communicating the MSCI employer brand with the aim of bringing to life and showcasing our culture;

attracting and developing diverse talent for current and future roles;

building early career and internal pipeline programs that focus on gender, race, ethnicity, LGBTQ+, socio-economic and native/indigenous diversity;

forging relationships at institutions worldwide that promote diversity; and

building relationships with external partners and media to position MSCI’s programs and opportunities with new networks.

The team not only creates a pipeline of diverse talent for MSCI but also ensures we are positioned more broadly as a leading organization that puts diversity, equality and inclusion at the center of its strategy. We are growing a culture that has highly competent, engaged, accountable and diverse people at every level. Wefirmly believe that a diverse team is a stronger team and that cultivating diverse, highly engaged talent is an important part of our success.

Additional information on

As of December 31, 2023, individuals who self-identify as female represented 34.3% of our diversity metricsglobal employees and programs26.2% of our global employees in management roles5, and individuals who self-identify as male represented 57.9% of our global employees. As of December 31, 2023, individuals who self-identify as people of color (defined as those who self-identify as Asian, Black or African American, Hispanic or Latino, American Indian or Alaska Native, Native Hawaiian or Other Pacific Islander or two or more races) represented 33.5% of our U.S. employees and 33.2% of our U.S. employees in management roles. Approximately 29.7% of our U.S. employees and 21.4% of our U.S. employees in management roles did not self-report or self-identify race and ethnicity status. The U.S. represents 17.9% of our global workforce. Our most recent EEO-1 consolidated reports can be found on our website at https://www.msci.com/who-we-are/corporate-responsibility/social-responsibility/diversity-and-inclusion. diversity-equity-and-inclusion. Information contained on our website is not deemed part of or incorporated by reference into this Annual Report on Form 10-K or any other report filed with the SEC.

Our Chief Responsibility and Diversity Officer is responsible for operating across MSCI to align our DE&I goals with business outcomes. We have operationalized our DE&I strategy and alignment through our Executive DE&I Council (“EDC”) and our Inclusion and Belonging Council (“IBC”). The EDC consists of senior leaders and subject matter experts who develop and execute our DE&I efforts across three strategic pillars relating to talent, senior leader engagement and accountability, and stakeholder engagement.
The IBC proactively works with local leaders to adapt MSCI’s global DE&I strategy to local circumstances and requirements. The roughly 30 members on the IBC represent most geographies, functions and levels, including members of our employee resource groups (the Women’s Leadership Forum, Women in Tech, Pride & Allies, the Black Leadership Network, Asian Support Network, All Abilities Network and Hola! MSCI). Our employee resource groups are supported by senior leaders who serve as executive sponsors.
Additional information on our DE&I efforts and programs can be found on our website at https://www.msci.com/who-we-are/diversity-equity-and-inclusion. Information contained on our website is not deemed part of or incorporated by reference into this Annual Report on Form 10-K or any other report filed with the SEC.
Compensation, Benefits and Well-being

Hybrid Work

We offer a broad range of highly competitive compensation and benefits programs to our employees and their families, including same sexsame-sex domestic partners. These programs include health and welfare benefits, including an Employee Assistance Program;employee assistance program; enhanced maternity and paternitycaregiver leave policies, including a Global Minimum Standardglobal minimum standard applicable to all offices worldwide; contributions to defined contribution and defined benefit pensions plans globally and Health Savings Accountshealth savings accounts in the U.S.; life insurance; a global wellness initiative that can help employees improve their health and well-being; presentations on well-being topics, including retirement
5For this purpose, “management roles” refers to employees in Managing Director, Executive Director or Vice President roles.
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planning, parenting, meditation, stress management and nutrition; ergonomic equipment and desk assessments for employees;assessments; and wellness rooms in all MSCI office locations.

Compensation at MSCI supports a culture of high performance and accountability. Our goal is to provide competitive compensation in the markets where we compete for talent. We believe in linking all employee’semployee compensation to Company, Product/Function and individual performance by making 100% of our employees eligible for annual cash bonuses. We strongly differentiate cash bonus payouts based on actual results against goals and for managers, how effectively they demonstrate behaviors consistent with the Company’sour values and culture.


Officers of the CompanySenior employees and select other employees are eligible to participate in the MSCI Long-Term Incentive Program with awards of MSCI common stock that vest over a multi-year period. The goal of the Long-Term Incentive Program is to: (i) align the interests of eligible officersemployees with those of our shareholders, (ii) enhance our “owner-operator” philosophy,culture, (iii) recognize and reward potential long-term strategic contributions, and (iv) retain key leaders and top performing officers.

In responseperformers.

Since January 2022, we have been operating according to a hybrid-work initiative called the COVID-19 pandemic, MSCI prioritized the well-beingFuture of its global workforce by having the vast majorityWork at MSCI. For most of our employees, the Future of Work introduced a hybrid work from home. Atenvironment allowing employees to work at times at the onsetoffice and other times remotely, depending on the requirements of a specific role and the pandemic, we engaged a firm of global medical and safety experts to provide additional information and guidance to allneeds of our offices globally. In responseclients. Our Future of Work model has helped to the pandemic,attract and retain talent and has achieved high employee satisfaction. As we also increased communications aboutcontinue to adapt and iterate how we work, employee assistance programs that provide mental health and emotional well-being support, as well as resourcesfeedback will remain central to help manage stress and care for individuals and their families. We also provide ergonomics workshops that focus on how to configure home workspaces for optimal health, comfort and performance.

these initiatives.

Cultivating Talent and Employee Engagement

MSCI is committed to investing in employee learning and development. Throughout the year, we offer tools and workshops to help employees better understand how their work aligns with MSCI’s overall strategy, seek and receive real-time and transparent feedback and coaching, successfully deliver on their goals, and more effectively plan and develop their careers. In responseMSCI also provides learning tools covering a wide range of topics, with numerous options for employees to the COVID-19 pandemicpursue self-paced and the transition to working from home on a regular basis, MSCI created and delivered virtual training programs to quickly build remote capabilities, such as Leading Virtually, Working Virtually and Building Resilience. Employees were also asked to examine their goals through a start, stop, delay and pivot lens. The “re-imagined” goals focused on servicing our clients and prioritizing critical actions to help clients navigate the evolving and challenging circumstances.

longer-term career development opportunities.

MSCI conducts an annual employee engagement survey at least annually that measures whether our approaches to performance, growth and career development are driving employee engagement. Managers receive anonymous feedback and are accountable for improving and enhancing the work environment to drive higher engagement. In 2020, 85% of employees responded to anour December 2023 employee engagement check-in survey, conducted in November 2020we achieved a 82% response rate, and to an additional employeethe percentage of respondents characterized as fully engaged was 75%, the highest since we implemented the engagement check-in survey conducted in June 2020. The June 2020 check-in survey was designed to help us understand employees’ overall work experience throughout the unprecedented personal and professional challenges they faced as a result of the COVID-19 pandemic. These responses helped us gather insights on what drives business outcomes, refine our communication throughout the COVID-19 pandemic and explore ways to continue to make MSCI more inclusive and innovative and support employee well-being.

.

Additional information on our training programs and engagement metrics can be found on our website at https://www.msci.com/who-we-are/corporate-responsibility/social-responsibility/cultivating-talent.social-practices. Information contained on our website is not deemed part of or incorporated by reference into this Annual Report on Form 10-K or any other report filed with the SEC.

COVID-19 Update

The COVID-19 pandemic has underscored for us

Health and Safety
We are committed to providing a safe workplace, and the importancewell-being of keeping our employees safeis one of our highest priorities. We strive to meet or exceed all applicable laws, regulations and healthy. In responseaccepted practices relating to the pandemic,workplace safety. We have extensive safety policies, standards and procedures that all employees are required to follow.
Recently, we immediately implemented an employee communication strategy that was direct, transparent and inclusive. Through townhalls, firmwide e-mail communications and broad cross-functional meetings, management delivered key messages around employee safety and well-being, leadership, remaining productive, engaging with clients, promoting community and having empathyhave taken numerous steps to support our employees, including transitioning to a hybrid work environment for others. We also increased communications around employee assistance programs that provide mental health and emotional well-being support, and resources to help manage stress and care for individuals and their families. Finally, we paid for or reimbursedmost employees, for the cost of COVID-19 testing and enhancedenhancing our sick leave policies.

Atpolicies, engaging with external health and ergonomics consultants and increasing the outsetuse of the COVID-19 pandemic our technology infrastructure allowed us to seamlessly transition to a remote work environment. We increased technology effectiveness to allow our employees to remain fully engaged, productive and well. We also provided individualized support and equipment to our employees as needed to facilitate productivity. A substantial majority of our global workforce continues to work from home on a regular basis, as we continue to closely monitor and manage the situation regarding the COVID-19 pandemic and follow the recommended practices and guidelines from the World Health Organization and the local governments where our offices are located globally. Our Innovation Center of Excellence has partnered with cross-functional groups throughout the Company to help our employees address challenges, opportunities and long-term shifts in the remote


working paradigm introduced by the COVID-19 pandemic, such as re-imagining the future of work and supporting client needs.

We have in place well-defined location and business-specific continuity plans and processes which have helped us to ensure the continued operation of critical products and services. During 2020, we did not delay any of our index rebalancings. Our index methodologies are designed to ensure continuity of calculation, maintenance and distribution, and appropriate treatment of global market volatility, circuit breaker events and exchange closures. Additionally, our production environment remained fully functional with the capacity not only to run our index and risk model calculations and produce our ESG ratings, but also to process our clients’ portfolios for risk and performance reports and to respond to ad-hoc demands for stress testing scenarios and COVID-19 risk analyses.

Government Regulation

The Company is subject to reporting, disclosure and recordkeeping obligations pursuant to SEC requirements.

Pursuantrequirements applicable to the European Union’s benchmark regulation, theU.S. public companies.

The United Kingdom’s Financial Conduct Authority (“UK FCA”) authorized MSCI Limited (a subsidiary of MSCI Inc.) to be the benchmark administrator for applicable MSCI indexes. In addition, MSCI Deutschland GmbH (a subsidiary of MSCI Inc.) is authorized by Germany’s Federal Financial Supervisory Authority as an EU benchmark administrator for applicable MSCI indexes. Information about index regulation is periodically updated on our website at https://www.msci.com/index-regulationindex-regulation. . The contents ofInformation contained on our website including this webpage, areis not however, adeemed part of or incorporated by reference ininto this Annual Report on Form 10-K.

10-K or any other report filed with the SEC.

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MSCI ESG Research LLC is a registered investment adviser and must comply with the requirements of the Investment Advisers Act of 1940 (the “Advisers Act”) and related SEC regulations. Such requirements relate to, among other things, disclosure obligations, recordkeeping and reporting requirements, marketing restrictions and general anti-fraud prohibitions. It is possible that in addition to MSCI ESG Research LLC, other entities in our corporate family may becould become required to register as an investment adviser under the Advisers Act or comply with similar laws or requirements in states or foreign jurisdictions.We
A subsidiary of the Company is registered in 2012 with the State Council Information Office of the Ministry of Commerce and the State Administration for Industry and Commerce in China as a foreign institution supplying financial information services in China. This license is currently administered by the Cyberspace Administration of China.

Information About Our Executive Officers

Name

Age

Age

Position

Henry A. Fernandez

65

62

Chairman and Chief Executive Officer

C.D. Baer Pettit

59

56

Director, President and Chief Operating Officer

Andrew C. Wiechmann

44

41

Chief Financial Officer

Robert J. Gutowski

56

53

General Counsel

Scott A. Crum

67

64

Chief Human Resources Officer

There are no family relationships between any of our executive officers and any director or other executive officer of the Company.

Henry A. Fernandez

Mr. Fernandez has served as Chairman since October 2007 and as Chief Executive Officer and a director since 1998. He also served as head of the MSCI business from 1996 to 1998 and as President from 1998 untilto October 2017. MSCI was previously a business unit within Morgan Stanley prior to its IPO in 2007. Before leading MSCI’s transition to becoming a fully independent, standalone public company in 2007,MSCI, he was a Managing Director at Morgan Stanley, where he worked in emerging markets product strategy, equity derivative sales and trading, mergers and acquisitions, worldwide corporate finance and mortgage finance for U.S. financial institutions. Mr. Fernandez worked for Morgan Stanley from 1983 to 1991 and from 1994 to 2007.2007, in emerging markets business strategy, equity derivatives sales and trading, mergers and acquisitions, and corporate and mortgage finance. Mr. Fernandez also serves on the boards of directors/trustees ofat Royalty Pharma plc, Stanford University, King Abdullah University of Science and Technology and its affiliate, KIMC, the Hoover Institution, the Memorial Sloan-Kettering Cancer Center, the Foreign Policy Association, and Catholic Charities of the Archdiocese of New York. Mr. Fernandez previously served on the boards of trustees at Georgetown University, the Trinity School, The Browning School and MexDer (Mexican Derivatives Exchange) and was the Chair of the Advisory Council at the Stanford University Graduate School of Business. He holds a Bachelor of Arts in economics from Georgetown University, an M.B.A. from the Stanford University Graduate School of Business and pursued doctoral studies in economics at Princeton University.


C.D. Baer Pettit

Mr. Pettit has served as the Company'sCompany’s President since October 2017, and the Company’s Chief Operating Officer since January 2020.2020 and a Director on the Company’s Board since January 2023. As President and Chief Operating Officer, Mr. Pettit oversees the Company's business functions, including client coverage, marketing, product management, research and product development, technology and operations. He previously served as Chief Operating Officer from 2015 to 2017, Head of the Product Group from February 2015 to September 2015, Head of Index Products from 2011 to 2015, Head of Marketing from 2005 to 2012 and Head of Client Coverage from 2001 to 2012. Prior to joining the Company,MSCI, Mr. Pettit worked for Bloomberg L.P. from 1992 to 1999. Mr. Pettit holds a Master of Arts degree in history from Cambridge University and a Master of Science degree from the School of Foreign Service at Georgetown University.

Andrew C. Wiechmann

Mr. Wiechmann has served as the Company’s Chief Financial Officer since September 2020. Mr. Wiechmann previously served as Treasurer from November 2021 to June 2022, Chief Strategy Officer from May 2019 to September 2020, Interim Chief Financial Officer from March 2019 to May 2019, Head of Strategy and Corporate Development from July 2012 to March 2019, as Head of Investor Relations from December 2017 to March 2019 and Head of Financial Planning & Analysis from July 2015 to December 2017. Prior to joining MSCI in 2012, Mr. Wiechmann was an investment banker at Morgan Stanley where he executed M&A and capital markets transactions for financial technology and specialty finance companies, including advising MSCI on its IPO and various acquisitions. Mr. Wiechmann holds Bachelor of Arts degrees in Physics and Economics from Hamilton College.

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Robert J. Gutowski

Mr. Gutowski has served as the Company’s General Counsel since January 2020. Mr. Gutowski previously served as the Company’s Deputy General Counsel and the Head of Compliance from 2010 to 2019 and the Head of Internal Audit from 2012 to 2019. He joined MSCI in 2002. Prior to joining MSCI, he was an attorney in private practice at Rogers & Wells LLP and Clifford Chance LLP. He received his B.A. from Georgetown University and his J.D. from the State University of New York at Buffalo Law School.

Scott A. Crum

Mr. Crum has served as the Company’s Chief Human Resources Officer since April 2014. Prior to joining MSCI, Mr. Crum served as global head of human resources for four publicly traded companies. Mr. Crum worked for Avon Products, Inc. as Senior Vice President of Human Resources and Chief People Officer from 2012 to 2013. From 2010 to 2012, Mr. Crum served as Senior Vice President and Chief People Officer of Motorola Mobility Holdings, Inc., one of two publicly traded companies formally created when Motorola Inc. split in January 2011 until it was acquired by Google. Prior to that, he served as the Senior Vice President and Director of Human Resources of ITT Corporation from 2002 to 2010 and Senior Vice President of Administration and Employee Resources at General InstrumentsInstrument Corp. from 1997 to 2000. Mr. Crum holds a Bachelor of Business Administration with a concentration in industrial relations from Southern Methodist University.

Available Information

Our corporate headquarters is located at 7 World Trade Center, 250 Greenwich Street, 49th49th Floor, New York, New York, 10007, and our telephone number is (212) 804-3900. We maintain a website on the internet at www.msci.com. The contents of our website are not a part of or incorporated by reference in this Annual Report on Form 10-K.

We file annual, quarterly and current reports, proxy statements and other information with the SEC. The SEC maintains a website that contains reports, proxy and information statements and other information that we file electronically with the SEC at www.sec.gov. We also make available free of charge, on or through our website, these reports, proxy statements and other information as soon as reasonably practicable following the time they are electronically filed with or furnished to the SEC. To access these, click on the “SEC Filings” link under the “Financial Information” tab found on our Investor Relations homepage (http:(http://ir.msci.com)ir.msci.com).

We also use our Investor Relations homepage and Corporate Responsibility homepage and corporate Twitter account (@MSCI_Inc) as channels of distribution of Company information. The information we post through these channels may be deemed material.

Accordingly, investors should monitor these channels, in addition to following our press releases, SEC filings and public conference calls and webcasts. In addition, you may automatically receive email alerts and other


information about us when you enroll your email address by visiting the “Email Alert Subscription” section ofAlerts” on our Investor Relations homepage at http:https://ir.msci.com/alerts.cfm.email-alerts. The contents of our website, including our Investor Relations homepage and Corporate Responsibility homepage, and our social media channels are not, however, a part of or incorporated by reference in this Annual Report on Form 10-K.

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Item 1A.

Item 1A.    

Risk Factors

You should carefully consider the following risks and all of the other information set forth in this Annual Report on Form 10-K. If any of the following risks actually occurs, our business, financial condition or results of operations could be materially and adversely affected. You should read the section titled “Forward-Looking Statements” on page 1 for a description of the types of statements that are considered forward-looking statements, as well as the significance of such statements in the context of this Annual Report on Form 10-K. This information should be read in conjunction with "Management’s Discussion and Analysis of Financial Condition and Result of Operations" and the consolidated financial statements and related notes. These factors could cause our future results to differ materially from our historical results and from expectations reflected in forward-looking statements.

Summary of Risk Factors

Our business is subject to numerous risks and uncertainties, discussed in more detail in the following section. These risks include,, among others, the following key risks:

Our dependence on third parties to supply data, applications and services for our products and services and on certain vendors to distribute our products;

Our dependence on third parties to supply data, applications and services for our products and services and on certain vendors to distribute our products;

Undetected errors, defects, malfunctions or similar problems in our products leading to increased costs or liability;

Undetected errors, defects, malfunctions or similar problems in our products leading to increased costs or liability;

The impact of the COVID-19 pandemic or other widespread health crises;

Our exposure to potential reputational and credibility concerns;

The possibility that our clients seek to negotiate lower asset-based fees or cease using our indexes as the basis for indexed investment products;

Cancellations or reductions by any of our largest clients and/or reduced demand for our products or services;

The impact of failures, disruptions, instability or vulnerabilities in our information technology systems, networks or applications;

Our inability to ensure and protect the confidentiality of data;

Our exposure to cyber-attacks or failures of our cyber-securityOur exposure to security incidents including cyber-attacks or failures of our security plans, systems, networks or procedures;

Unanticipated failures, interruptions or delays in the performance or delivery of our products as a result of the adoption of new technologies;

Security vulnerabilities in our internal network, systems or applications resulting from our use of open source code;

The impact of changes in economic conditions and the global capital markets, including resulting from geopolitical events, adverse equity market conditions, volatility in the financial markets and evolving investment trends;

The impact of changes in the global capital markets;

The effects on us from competition and financial and budgetary pressures affecting our clients;

Our need to successfully develop new and enhanced products and services in order to remain competitive;

The impact of our global operations and any future expansion on management and our exposure to additional issues from our increased global footprint;

The impact of our global operations and any future expansion on management and our exposure to additional issues from our increased global footprint;

New regulations or changes to current regulations;

Failure to comply with laws, rules or regulations; changes to current laws, rules or regulations; or the introduction of new laws, rules or regulations relevant to our business;

Our inability to protect our intellectual property rights;

Our inability to protect our intellectual property rights;

The impact of foreign currency exchange rate fluctuation;

Failure to attract, develop or retain qualified personnel;

The impact of our indebtedness on our financial flexibility;

The impact of foreign currency exchange rate fluctuation;

The impact of changes in our credit ratings; and

The impact of our indebtedness on our financial flexibility;

Our exposure to tax liabilities in various jurisdictions.


The impact of changes in our credit ratings; and

Our exposure to tax liabilities in various jurisdictions.
Operational Risks

We are dependent on third parties to supply data, applications and services for our products and services and are dependent on certain vendors to distribute our products. A refusal or failure by a key vendor to distribute our products orproducts; any loss of key outside suppliers of data, applications or services orservices; a reduction in the accuracy or quality of such data, applications or servicesservices; or any failure by us to comply with our suppliers’ or distributors’ licensing requirements could impair our ability to provide our clients
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with our products and services, which could have a material adverse effect on our business, financial condition or results of operations.

We rely on third-party suppliers of data, applications and services, including data from stock exchanges (“Vendorand other suppliers (collectively, “Vendor Products”), and depend on the accuracy and quality of Vendor Products and the ability and willingness of such suppliers to deliver, support, enhance and develop new Vendor Products on a timely and cost-effective basis, and respond to emerging industry needs and other changes in order to produce, deliver and develop our products and services. Additionally, we depend on clients to supply certain data in order to provide our services to them. Any failure to supply, errors or reduction in the amount, accuracy or quality of such data supplied from clients impairs our ability to provide them with our products and services.

If Vendor Products include errors, design defects, are delayed, become incompatible with future versions of our products, are unavailable on acceptable terms or are not available at all, we may not be able to deliver our products and services. In addition, in the ordinary course of business, suppliers of Vendor Products are subject to various forms of cyber-attacks or other security incidents. Cyber-attacks, vulnerabilities in our suppliers’ software, systems or networks, failure of our suppliers’ safeguards, policies or procedures and other incidents related to our suppliers’ systems and networks may cause material interruptions or malfunctions in our or such suppliers’ websites, applications or data processing, or may compromise the confidentiality and integrity of affected information. In addition, certain of our suppliers are also our competitors, and they could change the terms of the data and products that they supply to us in order to gain competitive advantage against us.
Some of our agreements with third-party suppliers allow them to cancel on short notice and from time to time we receive notices from third-party suppliers threatening to terminate the provision of their products or services to us, and some data suppliers have terminated the provision of their data to us. Termination of the provision of Vendor Products by one or more of our significant suppliers or exclusion from, or restricted use of, or litigation in connection with Vendor Products could decrease the data and materials available for us to use and deliver to our clients. In addition, some of our competitors could enter into exclusive contracts with our data suppliers, including with certain stock exchanges. If our competitors enter into such exclusive contracts, we may be precluded from receiving certain data or other materials from these suppliers or restricted in our use of such data or other materials, which would give our competitors a competitive advantage. Such exclusive contracts could hinder our ability to create our products and services or to provide our clients with the data or other products or services they prefer, which could lead to a decrease in our client base.

Despite our efforts to comply with the licensing requirements of Vendor Products, our use of certain Vendor Products has been challenged in the past and there can be no assurance that third parties maywill not challenge our use, in the future, resultingwhich could result in increased acquisition or licensing costs, loss of rights and/or costly legal actions. Our business could be materially adversely affected if we are unable to timely or effectively replace the data or functionality provided by Vendor Products that become unavailable or fail to operate effectively for any reason. Our operating costs could increase if additional license fees are imposed or current license fees increase or the efforts to incorporate enhancements to Vendor Products are substantial and we are unable to negotiate acceptable licensing arrangements with these suppliers or find alternative sources of equivalent products or services. If any of these risks materialize, they could have a material adverse effect on our business, financial condition or results of operations.

We also rely on certain third-party vendors to distribute our data to clients. While some of our vendors generate revenue in connection with distributing our data, others do not derive a direct financial benefit. Should any of our key vendors refuse to distribute our data for any reason or require that we pay them new or additional fees in connection with the distribution of our data, we would need to find alternative ways to distribute our data or lose revenue or profitability for certain products, which may have a material adverse effect on our business, financial condition or results of operations.

If our products contain undetected errors or fail to perform properly due to defects, malfunctions or similar problems, we may, among other things, become subject to increased costs or liability based on the use of our products or services to support our clients’ investment processes, which could have a material adverse effect on our business, financial condition or results of operations.

Our products and services support the investment processes of our clients, which relate to, in the aggregate, trillions of dollars in assets. Products or services we develop or license have contained, and in the future may contain, undetected errors or defects despite testing.testing or other quality assurance practices. Use of our products or services as part of the investment process creates the risk that our clients, the parties whose assets are managed by our clients, investors in investment products linked to our indexes, the companies that we rate or assess in our ESG solutions or the shareholders of those companies, may pursue claims against us based on even a small error in our or third-party data, calculations, methodologies or analysis or a malfunction or failure in our systems, products or services.


Errors or defects can exist at any point in a product’s lifecycle, but are frequently found after introduction of new products or services or enhancements to existing products.products or services. We continually introduce new methodologies and products, and new versions of, and updates to, our existing products or services. Despite internal testing and in some cases testing or use by clients, our

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products or services have contained, and in the future may contain, errors in our or third-party data, calculations, methodologies or analysis, including serious defects or malfunctions. This risk may grow with the increase in the number, type and complexity of our products, such as complex client-designed indexes that may require unique and more manual implementation and maintenance. For instance, certain of our processes utilize manual data entry or collection, which subjects them to greater risk of human error. If we detect any errors before we release or deliver a product or service or publish a methodology or analysis, we might have to suspend or delay the product or service release or delivery for an extended period of time while we address the problem. We may not discover errors that affect our products or services or enhancements until after they are deployed, and we may need to provide enhancements or corrections to address such errors, and in certain cases it may be impracticable to do so. If undetected errors exist in our products or services, or if our products or services fail to perform properly due to defects, malfunctions or similar problems, it could result in harm to our brand or reputation, significantly increased costs, lost sales and revenues, delays in commercial release, third-party claims, contractual disputes, negative publicity, delays in or loss of market acceptance of our products or services, license terminations or renegotiations and/or unexpected expenses and diversion of resources to remedy or mitigate such errors, defects or malfunctions. The realization of any of these events could materially adversely affect our business, financial condition or results of operations.

While we have provisions in our client contracts that are designed to limit our liability from claims brought by our clients or third parties relating to our products or services, these provisions could be invalidated or fail to adequately or effectively limit our liability, whichliability. In addition, clients also increasingly require us to provide contractual assurances regarding our IT and operational risk management and security practices or policies, and many of our clients in the financial services sector are subject to regulations and requirements to adopt risk management processes to oversee their third-party relationships. Contractual disputes could result in the provision of credits, adverse monetary judgments and other penalties and damages. Any such claims brought against us, even if the outcome were to be ultimately favorable to us, would require attention of our management, personnel, financial and other resources and could have a negative impact on our reputation or pose a significant disruption to our normal business operations. In addition, the duration or outcome of such claims and lawsuits is difficult to predict, which could further exacerbate the adverse effect they may have on our business, operations.

The COVID-19 pandemic, or other widespread health crises, could have a material adverse effect on our business, financial condition or results of operations.

The COVID-19 pandemic has caused significant economic disruption, including volatility in the global equity markets. Our operations have been affected by a range of external factors related to the COVID-19 pandemic that are not within our control, including the imposition in many jurisdictions of a wide range of restrictions on the physical movement of our employees and vendors to limit the spread of COVID-19. While we were not materially impacted in 2020, due to ongoing uncertainty related to the duration, magnitude and impact of the COVID-19 pandemic, and the volatile regional and global economic conditions stemming from the pandemic, its potential effects on our business are uncertain and difficult to predict, but may include:

significant failures, errors, delays, disruptions or instability affecting our key products or services, vendors, suppliers, distributors, information technology platforms, data centers, production and delivery systems, applications or processes, including those that negatively affect our ability to calculate, process or distribute our products or service our clients effectively;

adverse equity market conditions, volatility in the financial markets and unforeseen investment trends resulting in a reduction in our asset-based fees, increased cancellations and reduced demand for our products and services;

prolonged selling cycles and increased pressures to reduce our fees on account of heightened financial and budgetary pressures affecting our clients (for example, in response to the COVID-19 pandemic, we selectively gave clients access to services licensed under a subscription agreement prior to the beginning of the fee period at no cost to help drive business in key areas);

an inability to sustain revenue growth through obtaining new clients and achieving and maintaining a high level of renewal rates with respect to our existing clients (for example, subscription cancellations increased by 26.6% for the year ended December 31, 2020 compared to being down 1.7% for the year ended December 31, 2019, due, in part, to the challenging operating environment);

delays in our ability to collect on our accounts receivables;

increasing tax costs as the jurisdictions in which we do business globally may seek to generate additional revenues to offset revenue shortfalls created by the challenging operating environment and stimulus packages;  

a deterioration of worldwide credit and financial markets that could limit our ability to obtain necessary external financing to fund our operations and capital expenditures; and


increased strain on our workforce, management and other resources, including employee absenteeism and illness of key personnel.

These effects, alone or taken together, could have a material adverse effect on our business, financial condition or results of operations. If the COVID-19 pandemic is sustained or prolonged, these effects could be exacerbated. Additionally, many of the other risk factors described in this Item may be exacerbated or the likelihood of such risks materializing may be increased by global widespread health crises such as the COVID-19 pandemic and the volatile regional and global economic conditions stemming from the pandemic.

We continue to work with our stakeholders (including customers, employees, suppliers, business partners, and local communities) to attempt to mitigate any negative effects of this global pandemic on our business. These mitigation efforts have included implementing our business-specific continuity plans and processes, transitioning to a largely global work-at-home model, proactively reducing costs intended to allow us to protect against further downside revenue risk, and investing in additional initiatives to support our long-term growth, while also focusing on maintaining liquidity and capital structure flexibility. We cannot assure you that we will be successful in any of these mitigation efforts.

We closely monitor the impact of the COVID-19 pandemic and continually assess its potential effects on our business. Given the dynamic nature of these circumstances, we cannot reasonably estimate the full impact of the COVID-19 pandemic at this time. The extent to which our business, financial condition, results of operations, or cash flows are affected by COVID-19 will depend in part on future developments which cannot be accurately predicted and are uncertain, as there are no comparable recent events that provide guidance as to the potential effect of the spread of a global pandemic. This situation is changing rapidly, and additional effects may arise that we are not presently aware of or that we currently do not consider significant risks to our operations. If we are not able to respond to and manage the impact of such events effectively, our business and financial condition may be negatively impacted.

MSCI is exposed to potential reputational and credibility concerns.

To the extent that any of MSCI’s operating segments or product lines or MSCI as a whole suffers a reputational or other loss in credibility, it could have a material adverse impact on MSCI’s business.business, financial condition or results of operations. Real or perceived factors that may have already affected credibility, or which could potentially have an impact in this regard, include: the appearance of a conflict of interest; the adequacy, completeness and editorial independence of our index composition and ESG rating and assessment processes and decisions; the influence, attempted influence or appearance of influence of third parties, including governments, politicians and large investors or asset owners, on our editorial decisions; the performance of companies relative to their ESG ratings, index inclusion, risk characteristics or other MSCI content or analytics; the timing and nature of changes to our indexes or ESG ratings;ratings and related assessments; disagreement with our methodologies or models, including for calculating indexes, value-at-risk and other risk measures, ESG ratings and relatedassessments, data, information and analysis; the accuracy and completeness of our data;or third-party data, including data voluntarily disclosed by the investment community, corporate issuers and others that is utilized in our products; views expressed by the media, politicians, other government officials or representatives, regulators or other third parties regarding our company or our industry or our role in the investment processes; our own sustainability and corporate responsibility policiesprocess, including allegations or practices, including as a resultsuggestions that we encourage investment in certain companies, countries or regions or in support of (i) failure to meet publicly disclosed ESG and climate-related targetscertain causes or goals, or (ii) misalignment with evolving market standards or the methodologies and standards used in our products and ESG ratings; criticism of our own sustainability and corporate responsibility policies or practices by the companies we evaluate for ESG ratings or index inclusion;trends; and the impact of political tensions relating to countries, industries, companies or issues relevant to our products and services, such as the inclusion of certain Chinese companies in our indexes or the focus on sustainable or ESG investing and climate considerations in our offerings. products.
In some cases, our ESG and Climate offerings, such as our country and company ESG ratings or our Net-Zero Tracker, may insert MSCI into a public spotlight or a public debate regarding the environment, climate change, social concerns, governance practices or corporate responsibility. In addition, our position as a leading source of ESG research, ratings, data and assessments may at times become contentious, politicized or controversial and lead to disputes with companies or investors or other interested stakeholders and create negative media or regulatory attention.
In addition, there has been increased regulatory and political focus on ESG-related practices of asset managers. Certain of our clients make use of our ESG data and tools as well as our ESG indexes to benchmark ESG investment performance and to construct and manage ETFs and other indexed financial products. These institutional investors are increasingly the subject of additional disclosure requirements, as well as media and political scrutiny, that are focused on preventing asset managers from “greenwashing” (i.e., holding out an investment product as having “green” or “sustainable” characteristics when this is not, in fact, the case). Use of our products by these investors could draw MSCI into debates about and criticisms of greenwashing.
Factors affecting our reputation and credibility also include perception of our own sustainability and corporate responsibility policies or practices, including as a result of failure to meet publicly disclosed sustainability-related targets or goals, or misalignment with evolving market standards or the methodologies and standards used in our own products and ESG ratings.
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Errors and other actions by MSCI competitors could also damage the reputation of the industries that we operate in and, therefore, harm the reputation of the Company or certain of our products.

In addition, we believe that MSCI’s corporate culture and reputation positively contribute to our ability to attract and retain talent, and that reputational damage could negatively affect our hiring, employee engagement and retention. Damage to our reputation, brand or credibility could have a material adverse impacteffect on MSCI’s business, operatingfinancial condition or results and financial condition.


of operations.

Client Risks

Our clients that pay us a variable license fee (e.g., based on the assets under management or total expense ratio or trading volumes of an indexed investment productproduct) may seek to negotiate a lower asset-based fee percentagestructure or may lower the total expense ratio of such products or may cease using our indexes, which could limit the growth of or decrease our revenues from asset-based or other variable fees.

A portion of our revenues are from asset-based fees or fees based on trading volumes and some of these revenue streams are concentrated in some of our largest clients, including BlackRock, and in our largest market, the U.S. Our clients, including our largest clients, may seek for a variety of reasons to negotiate to pay us lower asset-based fee percentages, which are sometimes calculated as a percentage of the relevant product’s total expense ratio (“TER”). Additionally, competition is intense among our clients that offer or manage indexed investment products, including ETFs, and low fees are one of the competitive differentiators. Where an investment product’s TER determines our fees, a reduction in the TER may negatively impact our revenues. Additionally, our clients, including our largest clients, may seek to lower or eliminate floors on asset-based fees (i.e., minimumrenegotiate existing asset-based fee percentages) or impose ormodels with the objective of achieving lower ceilingsfees, either on asset-based fees (i.e., maximum asset-based fee percentages). Such changes affecting our fees and fee structures could individually,a rate basis or in the aggregate, negativelywhich may have a negative impact on our operating revenues.

Moreover, clients that have licensed our indexes to serve as the basis of indexed investment products are generally not required to continue to use our indexes and could elect at any time to cease offering the investment product or switch to using a lower feenon-MSCI index. For example, at least one large client ceased using MSCI indexes as the basis for a significant number of its index funds. Clients that license our indexes to serve as the basis for listed futures and options contracts might also discontinue such contracts. Additionally, we have a differentiated licensing strategy for our indexes and from time to time experience faster growth from lower fee products, resulting in a lower average asset-based fee percentage from indexed investment products. While we aim to maximize the price and volume trade-off over the long-term, there can be no assurance that we will be able to do so. Results for any given quarter could be materially adversely affected by stronger growth in assets in indexed investment products with lower than averagelower-than-average fees not sufficiently offset by growth in assets in indexed investment products with higher than averagehigher-than-average fees. Our asset-based fees could dramatically decrease, which could have a material adverse effect on our business, financial condition or results of operations. Finally, to the extent that multiple investment products are based on the same index, (i) assets under management in one product could shift to products that pay MSCI lower fee levels, (ii) the products could compete for the same assets such that none of the products becomes large enough to be successful or sustained, or (iii) the failure or discontinuance of one product (e.g.(e.g., derivatives used for hedging) could have a detrimental effect on the use of the other products (e.g.(e.g., ETFs).

Cancellations or reductions by any of our largest clients could have a material adverse effect on our business, financial condition or results of operations.

A material portion of our revenues is concentrated in some of our largest customers.clients. For the fiscal year ended December 31, 2020,2023, our largest client organization by revenue, BlackRock, accounted for 11.0%9.8% of our totalconsolidated operating revenues. For the fiscal year ended December 31, 2019,2022, BlackRock accounted for 11.5%10.3% of our totalconsolidated operating revenues. Our revenue growth depends on our ability to obtain new clients, quickly onboard our clients and deploy our products and services to them, sell additional services to existing clients and achieve and sustain a high level of renewal rates with respect to our existing licenses. Failure to achieve one or more of these objectives could have a material adverse effect on our business, financial condition or results of operations.
A client’s activity with us may decrease for a variety of reasons, including the client’s level of satisfaction with our products and operating results.services; the effectiveness of our support services; the pricing of our products and services; the pricing and quality of competing products or services; or the effects of changes in economic conditions and the global capital markets. If one or more of our largest clients cancels or reduces its licenses, or a significant number of our other clients cancel or reduce their licenses, and we are unsuccessful in replacing those licenses, our business, financial condition or results of operations could be materially adversely affected.

Our clients may become more self-sufficient, which may reduce demand for our products or services and materially adversely affect our business, financial condition or results of operations.

Our clients may internally develop certain functionality contained in the products or services they currently license from us. For example, a number of our clients have obtained regulatory clearance to create indexes for use as the basis of ETFs that they manage.manage and others have invested in direct indexing strategies, allowing investors to purchase individual stocks making up an index rather than investing in a fund or ETF. Similarly, some of our clients who currently license our risk or ESG and climate data to analyze
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their portfolio risk may develop their own tools to collect data and assess risk or embed ESG and climatesustainable investing considerations into their investment processes, making our products or services unnecessary for them. A growing number of asset managers and investment banks, in partnership with index providers that offer calculation agent services, or acting together with an industry group or association, have created or may create their own range of proprietary indexes, which they use to manage funds or as the basis of ETFs, structured products or over-the-counter derivatives. To the extent that our clients become more self-sufficient, demand for our products or services may be reduced, which could have a material adverse effect on our business, financial condition or results of operations.



Technology Risks

Any failures, disruptions, instability or vulnerabilities in our information technology architecture, platforms, vendors and service providers, production and delivery systems, software, code, internal network,networks, the Internet or other systems or applications may disrupt our operations, cause our products or services to be unavailable or fail and impose delays or additional costs in deploying our products or services, or impose conditions or restrictions on our ability to commercialize our products or services or keep them confidential and result in reputational and other harm and have a material adverse effect on our business, financial condition or results of operations.

We depend heavily on the capacity, reliability and security of our information technology systems, networks and platforms and their components, including our data centers, cloud providers and other vendors and service providers, production and delivery systems as well as the Internet, to create and deliver our products and service our clients. Our employees also depend on these systems, networks, platforms and providers for internal use. Heavy useFactors affecting the availability of our electronic deliveryproducts and services and our information technology systems and other factorsnetworks, such as loss of service from third parties, operational or execution failures, human error, terrorist or other attacks, affecting systemsgeopolitical instability or sites where we are located,unrest, climate or weather related events (e.g.(e.g., hurricanes, floods or other natural disasters), outbreak of pandemic or contagious disease, power loss, telecommunications failures, technical breakdowns, Internet failures or computer virusesmalicious attacks exploiting security vulnerabilities, could impair our or our third-party service provider systems’ operations or interrupt their availability for extended periods of time.time or impact the availability of our or our third-party service provider’s personnel. Our ability to effectively use the Internet, including our remote work force’s ability to access the Internet, may also be impaired due to infrastructure failures, service outages at third-party Internet providers, malicious attacks exploiting security vulnerabilities or increased government regulation.

Disruptions, failures or slowdowns that could occur with respect to our operations, including to our information technology systems, networks and platforms, our electronic delivery systems or the Internet, could reduce confidence in our products and services, damage our brand and reputation, result in litigation and negatively affect our ability to distribute our products effectively and to service our clients, including delivering managed services or delivering real-time index data. To the extent we grow through acquisitions, newly acquired businesses may not have invested in technology and resilience to the same extent as we have. As their systems are integrated into ours, a vulnerability could be introduced that could impact us.
There is no assurance that we will be able to successfully defend against such disruptions or that our disaster recovery or business continuity plans, or those of our third-party service providers (including cloud providers), will be effective in mitigating the risks and associated costs, which could be exacerbated by our shift to an increasingly remote working environment, and which could have a material impact on our business, financial condition or results of operations.

Any failure to ensure and protect the confidentiality of data could have a material adverse effect on our business, financial condition or results of operations.

Many of our products, provide foras well as our internal systems and processes, involve the exchange of sensitive information with our clientscollection, retrieval, storage, transmission and other processing, through a variety of mediachannels, of proprietary, third-party and channels, such as the Internet, applications and dedicated transmission lines.client confidential information. We also handle personal information of our employees in connection with their employment. We rely on a complex system of internal processes and softwareIT controls along with policies, procedures and training to protect data that we receive in the ordinary course of business,this information, including sensitive and confidential client data such as material non-public information and client portfolio data that may be provided to us or hosted on our systems and networks, against unauthorized data access or disclosure. In addition, we believe that when we change the composition of our indexes or if we expect to change the methodologies that govern our indexes, in some cases the changes can have an indirect effect on the prices of constituent securities and on certain indexed investment products as a result of trading activity related to replicatingtracking our indexes. The foreknowledge of these changes could also be deemed to be material non-public information. As the usage and types of uses of our ESG ratings increase, the ratings and changes to the ratings in some cases could also potentially have an impact on the companies that we rate, the price of their securities and the price of other securities that reference their securities.

If our internal processes, confidentiality policies, conflict of interest policies or information barrier procedures fail or are insufficient, including as a result of human error or manual processes, system error, other inadvertent release or other failure, or if an
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employee purposely circumvents or violates our internal controls, policies or procedures, then unauthorized access to, or disclosure or misappropriation of data, including material non-public information or other confidential information (e.g.(e.g., certain index composition data, methodologies or ESG rating data), our brand and reputation may suffer and we may become subject to litigation, regulatory actions, sanctions or other penalties, leading to a loss of client confidence, which could have a material adverse effect on our business, financial condition or results of operations.

Successful cyber-attacks

Cyber-attacks or other security incidents and the failure of cyber-securitysecurity plans, systems and procedures could have a material adverse effect on our business, financial condition or results of operations.

The Company’s

Our operations rely on the secure processing,collection, retrieval, storage, transmission and transmissionother processing of confidential, sensitive, proprietary and other types of data and information that is managed internally and on those of ourwith third-party vendors. We and our vendors are subject to cybersecurity risks, including cyber-attacks and other security incidents, such as phishing scams or other social engineering attacks, hacking, tampering, intrusions, viruses, ransomware, malware (including ransomware) and denial-of-service attacks. Cybersecurity risks also may derive from fraud or malice on the part of our employees or third parties, or may result from human error, software bugs, server malfunctions, software or hardware failure or other technological failure. In some cases, these risks are heightened when employees are working remotely. Our and our vendors’ use of mobile and cloud technologies may also increase our risk for such threats. The CompanyWe may be exposed to more targeted and more sophisticated cyber-attacks and other security incidents aimed at accessing certain information on our systems and networks because of our role or prominence in the global marketplace, including client portfolio data, the composition of our indexes and MSCI ESG Research ratings of corporate issuers. Any such threats may cause material interruptions or malfunctions in our or our vendors’ products or services, networks, systems, websites, applications, data or data processing, or may otherwise compromise the availability,


confidentiality or integrity of data or information in our possession. WhileAdditionally, while we conduct due diligence during the Company hasacquisition process, acquired businesses may not experienced cyber incidents that are individually, orhave invested as heavily in security measures and technology, and this may introduce additional security risk. In the aggregate, material, the Company haspast, we have experienced cyber-attacks of varying degrees, in the past, including denial-of-service attacks, and thereattacks. There can be no assurance that there will not be a material adverse effecteffects relating to these types of incidents in the future.

future, in particular as these incidents have generally become increasingly frequent, sophisticated, difficult to detect and difficult to successfully defend against and may see their frequency increased, and effectiveness enhanced, by the use of AI.

Our security measures or those of our third-party providers, including any cloud-based technologies, may prove insufficient depending upon the attack or threat posed. Cyber-attacks, security breachesincidents or third-party reports of perceived security vulnerability to the Company’sour systems or networks, even if no breachintrusion has occurred, could damage our brand and reputation, result in litigation, regulatory actions, investigations, sanctions or other penalties, lead to loss of client confidence, which would harm our ability to retain clients and gain new ones, and lead to financial losses.losses and reputational damage. Any of the foregoing could lead to unexpected or higher than estimated costs. We may also incur additional costs as a result of increasing and refining our internal processes and softwareIT controls and policies and procedures related to security, processing integrity and confidentiality or privacy.

Migration of our applications, systems, processes and infrastructure to new technologies, cloud providers, data centers, processes, platforms or applications could result in unanticipated failures, interruptions or delays in the performance and delivery of our products, services and client support. Such incidents could have a material adverse effect on our business, financial condition or results of operations.

In the past, we have experienced unanticipated interruption and delay in the performance and delivery of certain products, including after we migrated applications and infrastructure to new data centers.centers, database storage facilities or other network infrastructure located across multiple facilities globally. While we have taken steps to mitigate such interruptions and delays, we cannot provide assurance that they will not occur again in the future as part of major migration efforts (e.g.to new technologies, applications or processes (e.g., cloud migration), even after extensive testing of new systems, processes, applications and hardware.hardware, or if we experience significant growth of our customer base or increases in the number of products or services or in the speed at which we are required to provide products and services. Such disruptions may result in cancellations and reduced demand for our products and services, resulting in decreased revenues.revenues, or in cost increases relating to our use of power and data storage. After adopting new technologies, applications and processes, such as cloud computing, virtualization and agile software development, we may experience unanticipated interruption and delay in the performance and delivery of certain of our products, services and client support. We may also incur increased operating expenses to recover data, repair, replace or remediate systems, equipment or facilities, and to protect ourselves from such disruptions. Accordingly, any significant failures, disruptions or instability affecting our information technology platform, cloud providers, data centers, production and delivery systems, applications, processes or the Internet could negatively affect our ability to distribute our products effectively and to service our clients, damage our brand and reputation and result in litigation, which may have a material adverse effect on our business, financial condition or results of operations.

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Our use of open source code could introduce security vulnerabilities, into our internal network, systems and applications, impose unanticipated delays or costs in deploying our products or services, result in litigation or impose conditions or restrictions on our ability to commercialize our products or services or keep them confidential.

We rely on open source code to develop software and to incorporate it in our products as well as to support ourand internal systems and infrastructure.systems. The use of open source code may entail greater risks than the use of third-party commercial software, as open source licensors generally do not provide warranties or other contractual protections regarding infringement claims, the quality of the code or the security of the code. Some open source licenses provide that if we combine our proprietary code with open source code and distribute it in a certain manner, we could be required to release the source code of our proprietary applications to the public. This would allow our competitors to create similar products with less development effort and time and ultimately put us at a competitive disadvantage. Additionally, the terms of many open source code licenses are ambiguous and have not been interpreted by U.S. courts. Accordingly,courts, and there are risksis a risk that there may be a failure in our procedures for controlling the use of open source code or that thesesoftware licenses could be construed in a manner that imposes unanticipated conditionsrestrictions or restrictionsconditions on our ability to commercialize our products. In either event,use of such software. Therefore, we could be required to seek licenses from third parties on terms that are not commercially feasible, to make generally available portions of our proprietary code, to re-engineer our products or systems, to discontinue the licensing of our products if re-engineering could not be accomplished on a timely or cost-effective basis, or to take other remedial action that could divert resources away from our development efforts. We could also be subject to suits by parties claiming breach of the terms of licenses, which could be costly for us to defend. Any of these requirements could materially adversely affect our business, financial condition or results of operations.



Issues related to the use and development of AI could result in reputational harm, competitive harm, regulatory scrutiny or legal liability, and could have a material adverse effect on our business, financial condition or results of operations.

We currently incorporate, and expect to continue to incorporate, AI solutions into our products and operations, and these uses may become more important in our operations over time. Our competitors or other third parties may incorporate AI into their products and operations more quickly or more successfully than us, which could impair our ability to compete effectively. Additionally, if the content, analyses, or recommendations that AI applications assist in producing are or are alleged to be deficient, inaccurate or biased, any of which may not be easily detectable, our business may be adversely affected. AI algorithms may use third-party information with unclear intellectual property rights or interests. If we do not have sufficient rights to use the data or other material or content that the AI solutions utilize or generate, we may incur liability through the violation of applicable laws and regulations, third-party intellectual property, privacy or other rights, or contracts to which we are a party. In addition, intellectual property ownership rights, including copyright, of generative and other AI output, have not been fully interpreted by courts or regulations. The use of AI applications may also result in cyber-attacks or other security incidents or a failure to protect confidential information (e.g., propriety, third-party, employee or client information). Laws and regulations applicable to AI, including intellectual property, data privacy and security, consumer protection, competition, and equal opportunity laws, continue to develop and may be inconsistent from jurisdiction to jurisdiction. Because AI technology itself is highly complex and rapidly developing, it is not possible to predict all of the legal, operational or technological risks that may arise relating to the use of AI. Any of these issues could materially adversely affect our business, financial condition or results of operations.
Strategy and Growth Risks

Our business may be affected by changes in economic conditions and the global capital markets, including resulting from geopolitical events, adverse equity market conditions, volatility in the financial markets and evolving investment trends. Such changes could decrease the use of our products and services which could have a material adverse effect on our business, financial condition or results of operations.

Our business is impacted by economic conditions, including economic uncertainty, market downturns and volatility in the global capital markets.markets and evolving investment trends (including volatility and trends that result from geopolitical events, such as the Russia-Ukraine conflict and the Israel-Hamas conflict, and related global escalation of geopolitical tensions). Our clients use our products for a variety of purposes, including benchmarking, performance attribution, portfolio construction and risk management, and to support investment strategies including ESG, climate, factor, thematic, private asset and MAC investing. Volatile capital markets, geopolitical instability or unrest and other economic and market conditions and trends, including a recession or other significant financial-market event or crisis, may impact whether, how, where and when investors choose to invest, for example between developed or emerging markets, U.S. or non-U.S. markets, as well as whether to adopt different investment strategies.

A portion of our revenues comes from clients who use our indexes as the basis for indexed investment products. These fees are primarily based on a client’s assets under management or trading volumes, and if the level of assets under management or trading volumes declines, we expect our fee-based revenue to show a corresponding decline. The value of an investment product’s assets may increase or decrease in response to changes in market performance and cash inflows and outflows, which could impact our revenues.

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Additionally, an increasing portion of our revenues comes from products and services that relate to certain investment trends, such as ESG and climate, factor, thematic, private asset and MAC investing. A decline in the equity markets or a trendmovement away from such investment trends, including as a result of changing economic conditions or political or regulatory concerns or scrutiny, could decrease demand for the Company’sour related products and services, which could have a material adverse effect on our business, financial condition or results of operations.

Competition and financial and budgetary pressures affecting clients in our industry may cause price reductions or loss of market share, which may materially adversely affect our business, financial condition or results of operations. To remain competitive, we must successfully develop new and enhanced products and services and effectively manage product transitions and integrations.

Competition exists across all markets for our products and services. Our competitors range in size from large companies with substantial resources to small, single-product businesses that are highly specialized. Our larger competitors may have access to more resources and may be able to achieve greater economies of scale, and our specialized competitors may be more effective in devoting technical, marketing and financial resources to compete with us with respect to a particular product or service. Some competitors may offer price incentives or different pricing structures that are more attractive to clients. The competitive landscape may also experience consolidation in the form of mergers and acquisitions, joint ventures or strategic partnerships, which result in a narrower pool of competitors that are better capitalized or that are able to gain a competitive advantage through synergies.

Barriers to entry may be low or declining in many of the markets for our products and services, including for single-purpose product companies, which could lead to the emergence of new competitors. For example, more broker-dealers, data suppliers, credit rating agencies or other market participants or vendors could begin developing their own content such as proprietary risk analytics, ESG and climate data or indexes. Recent developments, including increases in the availability of free or relatively inexpensive information through Internet sources or other low-cost delivery systems, advances in cloud computing, increased use of open source code, the ability of machine learning and other artificial intelligence systems to process and organize large data sets, as well as client development of proprietary applications in specific areas, have further reduced barriers to entry in some cases.

Such developments may over time reduce the demand for, or clients’ willingness to pay for, certain of our products and services.

We may experience pressures to reduce our fees on account of financial and budgetary pressures affecting our clients, including those resulting from weak or volatile economic or market conditions, including uncertainty regarding a global recession or significant financial-market event or crisis, the duration and long-term economic and societal consequences of the COVID-19 pandemic, the Russia-Ukraine conflict, the Israel-Hamas conflict or other geopolitical conflicts and the inflationary environment, which may lead certain clients to reduce their overall spending on our products or services, including by seeking similar products or services at a lower cost than what we are able to provide, by consolidating their spending with fewer providers, by consolidating with other clients or by self-sourcing certain of their information and analytical needs. Accordingly, competitive and market pressures may result in fewer clients or reduced sales, including as a result of client closures and consolidations, price reductions, prolonged selling and renewal cycles and increased operating costs, such as for marketing and product development, which could, individually or in the aggregate, result in a material adverse effect on our business, financial condition or results of operations.

To remain competitive, we must successfully develop new and enhanced products and services and effectively manage product transitions and integrations.
We operate in highly competitive markets that continuously change to adapt to meet client needs. To remain competitive, we must continually introduce new products and services,services; enhance existing products and services, including through integration of products and services within MSCI and with third-party platforms,platforms; collect, organize, analyze and protect large amounts of information to generate insights; and effectively generate customerclient demand for new and upgradedenhanced products and services. We may not be successful in developing, introducing, implementing, marketing, pricing, launching or licensing new products or enhancements on a timely or cost-effective basis or without impacting the stability and efficiency of existing products and systems. Any new products and enhancements may not adequately meet the requirements of the marketplace or industry


standards or achieve market acceptance.

The process of developing and enhancing our products and services is complex and may become increasingly complex and expensive in the future, including due to the introduction of new technology and client expectations. This process often requires effective collaboration across various functions and product lines, and ineffective or insufficient collaboration may harm our ability to meet our business objectives. In addition, our reputation could be harmed if we are perceived as not innovating rapidly enough to meet the changing needs of investors or their advisors.These changing needs include a greater expectation that information be delivered with a higher degree of personalization and service quality. We must make long-term investments and commit significant resources before knowing whether these investments will eventually result in new or enhanced products and services that satisfy our clients’ needs and generate revenues required to provide the desired results.adequate revenues. From time to time, we also incur costs to integrate existing products and services and transition clients to enhanced products and services, which also present execution risks and challenges and could lead to price reductions or other concessions.
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If we are unable to effectively manage transitions tothe development of new or enhanced products and services, we may not be able to remain competitive and our business, financial condition or results of operations could be materially adversely affected.

Our global operations and any future expansions may continue to place significant strain on our management and other resources, as well as subject us to additional, and in some cases unanticipated, risks and costs in connection with political, economic, legal, operational and other issues resulting from our increased global footprint, which could materially adversely impact our businesses.

Our global operations and any future expansion are expected to continue to place significant demands on our personnel, management and other resources. We must continue to improveIn our operational, financial, human resources, management, legal and compliance processes and information systems to keep pace with theexisting global operations or any future expansion, of our business. If we expand organically or by wayincluding as a result of acquisition, there can be no assurance that our managementwe will be effective in attracting, engagingeffectively attract, engage and retaining additionalretain qualified personnel, including additional managers or key employees, developingdevelop and retain effective leadership in all our locations, expandinglocations; operate and expand our physical facilities and information technology, infrastructure, integratinglegal and compliance infrastructure; develop and maintain appropriate operational and financial systems, procedures and controls; integrate acquired businessesbusinesses; or otherwise managingadequately manage our global operations and any future expansion. Additionally, new hires require significant training and may, in some cases, take a significant amount of time before becoming fully productive.

Our global operations and our ability to deliver our services to our clients also expose us to political, economic, legal, operational, reputational, franchise and other risks that are inherent in operating in many countries, including risks of possible capital controls, exchange controls, customs duties, sanctions compliance, tax penalties, levies or assessments, legal uncertainty, broad regulatory discretion and other restrictive governmental actions, as well as the outbreak of hostilities (including the Russia-Ukraine conflict and the Israel-Hamas conflict) or political and governmental instability in certain of the countries or regions in which we conduct operations. The majority of our employees are located in offices outside of the U.S., and a number of those employees are located in emerging market locations. The cost of establishing and maintaining these offices, including costs related to information technology infrastructure, as well as the costs of attracting, training and retaining employees in these locations may be higher, or may increase at a faster rate, than we anticipate. Additionally, social and health conditions, such as public health epidemics impacting the global economy and our employees, such as the worldwide COVID-19 pandemic, may have a material adverse effect on our business, financial condition or results of operations.

The laws and regulations in many countries applicable to our business are uncertain and evolving, and it may be difficult or costly for us to determine and remain compliant with the exact requirements of local laws in every market. Our inability to maintain consistent internal policies and procedures across our offices and remain in compliance with local laws in a particular market could have a significant and negative effect not only on our businesses in that market but also on our reputation generally.

reputation.

Demand for our products and services is still nascent in many parts of the world, particularly in emerging market locations where risk management and ESG and climate integration practices are often not fully developed. In addition, the data required to model local securities in some emerging markets might be difficult to source.source and local investment product nuances may be difficult or costly to model. If we do not appropriately tailor our products and services to fit the needs of the local market, we may be unable to effectively grow sales of our products and services in some locations outside of the U.S. There can be no assurances that demand for our products and services will develop in these countries.

Any failure to effectively manage expansion or to effectively manage the business globally could damage our brand and reputation, result in increased costs and litigation and have a material adverse effect on our business, financial condition or results of operations.

Legal and Regulatory Risks

Failure to comply with laws, rules or regulations, or the introduction of new laws, rules or regulations or changes to existing laws, rules or regulations could materially adversely affect our business, financial condition or results of operations.

Failure to comply with any applicable laws, rules, orders, regulations, codes or other requirements could subject us to litigation, regulatory actions, sanctions, fines or other penalties, as well as damage our brand and reputation. The


financial services industry, within which we and many of our clients operate, is subject to extensive laws, rules and regulations at the federal and state levels, as well as by foreign governments, with some jurisdictions regulating indexes directly. These laws, rules and regulations are complex, evolve frequently and sometimes quickly and unexpectedly, and are subject to administrative interpretation and judicial construction in ways that are difficult to predict, and could materially adversely affect our business and our clients’ businesses. Uncertainty caused by political change globally heightens regulatory uncertainty. Additionally, we may be required to comply with multiple and potentially conflicting laws, rules or regulations in various jurisdictions, which could, individually or in the aggregate, result in materially higher compliance costs to us. It is possible that laws, rules or regulations could cause us to restrict or change the way we license and price our products and services across our offerings, including if data or information from one offering is used in another offering, or could impose additional costs on us. In addition, various government and regulatory bodies from time to time may

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make inquiries and conduct investigations into our compliance with applicable laws and regulations and our business practices, including those related to our regulated activities and other matters.
Changes to the laws, rules and regulations applicable to our clients could limit our clients’ ability to use our products and services or could otherwise impact our clients’ demand for our products and services. As such, to the extent that our clients become subject to certain laws, rules or regulations, we may incur higher costs in connection with modifying our products or services. To the extent that we rely on our clients and vendors to provide data for our products and services and certain laws, rules or regulations impact our clients’ and vendors’ ability or willingness to provide that data to us or regulate the fees for which such data can be provided, our ability to continue to produce our products and services or the related costs could be negatively impacted.
The regulations and regulatory developments that most significantly impact us are described below:

Brexit. The United Kingdom (“UK”) exited the European Union (“EU”) on January 31, 2020 (commonly referred to as “Brexit”) and the UK’s membership in the EU single market ended on December 31, 2020. On December 24, 2020, the UK and the EU announced that they had struck a new bilateral trade and cooperation deal governing the future relationship between the UK and the EU (the “EU-UK Trade and Cooperation Agreement”) which was formally approved by the 27 member states of the EU on December 29, 2020. The EU-UK Trade and Cooperation Agreement was formally approved by the UK parliament on December 30, 2020 and is being applied provisionally until it is formally ratified by the EU parliament.

The EU-UK TradeRegulation Affecting Benchmarks. Compliance efforts associated with regulations affecting benchmarks or their uses and Cooperation Agreement provides some clarity regarding the future relationship between the UKany related technical standards and the EU including some detailed matters of trade and cooperation, but there remain uncertainties related to Brexit and the new relationship between the UK and EU that will continue to be developed and defined, as well as uncertainties related to the wider trading, legal, regulatory, tax and labor environments, and the resultingguidance could have a negative impact on our business and thatresults of operations. In particular, compliance requirements could lead to a change in our clients. Because we have significant operationsbusiness practices, product offerings or our ability to offer indexes in Europe and certain members of our senior management team are based in London, any of these uncertainties could increasejurisdictions, including the EU, including without limitation, by increasing our costs of doing business, or in some cases, affectincluding direct costs paid to regulators, diminishing our intellectual property rights, impacting the fees we can charge for our indexes, imposing constraints on our ability to do business,meet contractual commitments to our data providers, imposing constraints on how we offer our products or causing our data providers to refuse to provide data to us, any of which could have a material adverse effect on our business, financial condition or results of operations.

index products.

Regulation Affecting Benchmarks. Compliance efforts associated with regulations affecting benchmarks or their uses and any related technical standards and guidance could have a negative impact on our business and results of operations.  In particular, compliance could lead to a change in our business practices, product offerings and/or our ability to offer indexes in certain jurisdictions, including the EU, including without limitation, by increasing our costs of doing business, including direct costs paid to regulators, diminishing our intellectual property rights, impacting the fees we can charge for our indexes, imposing constraints on our ability to meet contractual commitments to our data providers, imposing constraints on how we offer our products or causing our data providers to refuse to provide data to us, any of which could have a material adverse effect on our index products. 

For example, the benchmark industry is subject to regulations in the EU, such as the EU Benchmark Regulation (EU) 2016/1011 (as amended)(“EU BMR”), and Regulation (EU) No 600/2014, as well asin the UK. The benchmark industry is also subject to increased scrutiny and potential new or increased regulation in various other jurisdictions. Additionally, the European Securities and Markets Authority (“ESMA”) issues guidance from time to time regarding interpretations of the benchmark regulation.EU BMR. The ESMA Guidelines on ETFs and other UCITS Issues limit the types of indexes that can be used as the basis of Undertakings for Collective Investment in Transferable Securities (“UCITS”) funds and require, among other things, index constituents, together with their respective weightings, to be made easily accessible free of charge, such as via the internet, to investors and prospective investors on a delayed and periodic basis. The International Organization of Securities Commissions (“IOSCO”) recommends that benchmark administrators, on a voluntary basis, publicly disclose whether they comply with the principles for financial benchmarks published by IOSCO. Other jurisdictions have also indicated they may consider potential benchmark regulation.regulation or conduct reviews of the benchmark industry. For instance, the UK FCA launched a market study into how competition is working in the markets for benchmarks and indices. In addition, in October 2023, the EU Commission published a proposal for a regulation to amend the EU BMR. The Commission proposes that the scope of the EU BMR should be limited to qualifying benchmarks. Under the proposal, only administrators of these qualifying benchmarks would continue to be subject to the EU BMR. The heightened attention and scrutiny on benchmarks and index providers by regulators,


policymakers and the media in the EU, the U.S. and other jurisdictions around the world could also result in negative publicity or comments about the role or influence of our company or the index industry generally, which could harm our reputation and credibility.

Further, laws, rules, regulations and orders affecting users of our indexes can have an indirect impact on our indexes, including their construction and composition, such as sanctions that prohibit users of our indexes from investing or transacting in securities included in our indexes.

Data Privacy Legislation. Changes in laws, rules or regulations, or consumer environments relating to privacy or information collection and use may affect our ability to collect, manage, aggregate, store, transfer and use personal data. There could be a material adverse impact on our direct marketing due to the enactment of legislation or industry regulations, or simply a change in practices, arising from public concern over privacy issues. Restrictions or bans could be placed upon the collection, management, aggregation, storage, transfer and use of information that is currently legally available, in which case our costs related to handling information could increase materially. For example, California passed the California Consumer Privacy Act (“CCPA”), which took effect on January 1, 2020. The CCPA regulates the processing of personal data of all Californians and imposes significant penalties for non-compliance. The European General Data Protection Regulation imposes enhanced operational requirements for companies that receive or process personal data of residents of the EU and includes significant penalties for non-compliance.  In Japan, the Act on the Protection of Personal Information (“APPI”) regulates the use of personal information and personal data of “data subjects” for business purposes without regard to whether such use is within Japan. In addition, other jurisdictions, including China and India, are considering imposing or have already imposed additional restrictions.

ESG Ratings. In June 2023, the European Commission published a proposal for regulation on the transparency and integrity of ESG rating activities, potentially requiring market participants providing ESG ratings to become authorized and supervised by ESMA, and we expect some of our ESG products to be in scope for the developing regulation. In addition, in July 2023, the Securities and Exchange Board of India (“SEBI”) finalized regulation governing the provision of qualifying ESG ratings, with providers required to register with SEBI and meet certain minimum requirements. A number of other countries, including the UK, Japan, Hong Kong SAR and Singapore, have completed, or are in the process of developing, legislation and/or codes of conduct for ESG rating and data providers. IOSCO has also asked regulators to consider focusing more attention on the use of ESG ratings and data products. Regulatory regimes or initiatives relating to ESG ratings and data providers could impose significant compliance burdens and costs on our ESG and Climate products and services. Furthermore, regulation in multiple jurisdictions may be inconsistent, which could create implementation challenges and result in inadvertent noncompliance.

Investment Advisers Act. Except with respect to certain products provided by MSCI ESG Research LLC and certain of its designated foreign affiliates, we believe that our products and services do not constitute or provide investment advice as contemplated by the Advisers Act. The Advisers Act imposes fiduciary duties, recordkeeping and reporting requirements, disclosure requirements, limitations on agency and principal transactions between an adviser and advisory clients, as well as general anti-fraud prohibitions. Future developments in our product lines or changes to current laws, rules, regulations or interpretations could cause this status to change, requiring other entities in our corporate family to register as investment advisers under the Advisers Act or comply with similar laws or requirements in states or foreign jurisdictions.  Certain regulators in the U.S., for example, have commented publicly on whether index providers, in some cases, are or should be subject to the Advisers Act. See Part I, Item 1. “Business—Government Regulation” above for information about similar regulations in other countries.

Data Privacy Legislation. Laws, regulations, standards or contractual obligations relating to privacy or data collection and use affect our ability to collect, manage, aggregate, store, transfer, use and otherwise process personal data and other information. We operate in an environment in which there are different and potentially conflicting
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privacy or data collection laws and regulations in effect in the various U.S. states and foreign jurisdictions in which we operate, and we must understand and comply with each law and standard in each of these jurisdictions while ensuring the data is secure. Global laws in this area are rapidly increasing in the scale and depth of their requirements and are also often extra-territorial in nature. In addition, a wide range of regulators and private actors are seeking to enforce these laws across regions and borders. Furthermore, we frequently have privacy compliance requirements as a result of our contractual obligations with counterparties. There could also be a material adverse impact on our direct marketing due to the enactment of new legislation or regulation, or simply a change in practices, arising from public concern over privacy issues. Restrictions or bans could be placed, or penalties could be levied, relating to the collection, management, aggregation, storage, transfer, use and other processing of information that is currently legally available, in which case our costs related to handling information could increase materially.
Investment Advisers Act. Except with respect to certain products provided by MSCI ESG Research LLC and certain of its designated foreign affiliates, we believe our products and services do not constitute or provide investment advice as contemplated by the Advisers Act. See Part I, Item 1. “Business—Government Regulation” above. The Advisers Act imposes fiduciary duties, recordkeeping and reporting requirements, disclosure requirements, limitations on agency and principal transactions between an adviser and advisory clients, as well as general anti-fraud prohibitions. Future developments in our product lines or changes to current laws, rules, regulations or interpretations could cause this status to change, requiring other entities in our corporate family to register as investment advisers under the Advisers Act or comply with similar laws or requirements in states or foreign jurisdictions. In the U.S., the SEC has sought public comment on the role of certain third-party information providers to the asset management industry, including index providers and model providers, and whether, under particular facts and circumstances, information providers are acting as investment advisers under the Advisers Act. The specific questions in the SEC’s request for comment demonstrate that the SEC is considering whether, and to what extent, information providers, including index providers, should register as investment advisers and be subject to all aspects of the Advisers Act. The SEC’s request for comment is far-reaching and could lead to regulation pursuant to the Advisers Act or other framework. If our index business were to be deemed an investment adviser, we could be deemed a fiduciary to our clients, increasing the costs and complexity of our business. In addition, aspects of this regulatory framework may be at odds with our obligations under other benchmark regulations. The SEC has also proposed a rule that would prohibit SEC-registered investment advisers from outsourcing certain services or functions to service providers that do not meet minimum requirements. This proposed rule would impose on investment advisers due diligence, monitoring and record-keeping requirements of their service providers, and index providers, among others, are identified as service providers that could fall within the scope of the proposed requirements. This proposed rule could therefore impose additional requirements on our business.
Brexit. The United Kingdom (“UK”) exited the European Union (“EU”) on January 31, 2020 (commonly referred to as “Brexit”) and the UK’s membership in the EU single market ended on December 31, 2020. One of our subsidiaries is authorized as a UK benchmark administrator regulated by the UK FCA, we have significant operations in the EU and certain members of our senior management team are based in the UK. As a result, uncertainties related to Brexit and the new relationship between the UK and EU, potential changes in EU regulation, divergent interpretations by the UK of any replicated EU laws or additional regulation in the UK could increase our costs of doing business, or in some cases, affect our ability to do business, which could have a material adverse effect on our business, financial condition or results of operations. Specifically, the EU BMR currently provides for a transition period until December 31, 2025, allowing EU supervised entities to continue to utilize benchmarks provided by non-EU administrators. The UK Benchmarks Regulation currently provides a transitional period for third-country benchmarks to December 31, 2030 allowing UK supervised entities to continue to utilize benchmarks provided by non-UK administrators.
Our ability to comply with applicable laws and regulations depends upon the maintenance of an effective compliance system which can be time consuming and costly, as well as our ability to attract and retain qualified compliance personnel. In some instances, in connection with the provision of data and services, we have incurred additional costs to implement processes and systems at the request of our clients to ensure that the products and services that they in turn provide to their clients using our data are compliant with the financial regulations to which our clients may be subject. For example, a U.S. Executive Order prohibiting many of our clients from transacting in the securities of certain Chinese companies resulted in our decision to remove these companies from relevant indexes in order to support our clients’ needs that our indexes meet their objective to be replicable in investment portfolios. To the extent that our clients are subject to increased regulation, we may be indirectly impacted and could incur increased costs that could have a negative impact on the profitability of certain products.

Additionally, there has been increased attention on and scrutiny of index providers and ESG ratings and data providers by politicians, regulators, policymakers and the media, which could create negative publicity that could harm our reputation or credibility
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as well as result in new or additional regulation that could increase our costs and have a negative impact on profitability.

our business, financial condition or results of operations. For instance, in July 2023, we received a letter from a Select Committee of the U.S. House of Representatives, asking us to respond to a range of questions regarding MSCI indexes that include securities of Chinese companies. Additional scrutiny or regulatory action could have a material adverse effect on our business, financial condition or results of operations.

Legal protections for our intellectual property rights and other rights may not be sufficient or available to protect our competitive advantages. Third parties may infringe on our intellectual property rights or we may infringe upon their intellectual property rights, which, in each case, could have a material adverse effect on our business, financial condition or results of operations.

We consider many aspects of our products and services to be proprietary. We rely primarily on a combination of trade secrets, patents, copyrights and trademark rights, laws regarding unfair competition and the misappropriation of intellectual property, as well as technical measures and contractual protections,


such as non-disclosure obligations, to protect our products and services. Moreover, we license or acquire technology that we incorporate into our services and products, and third parties or previous owners may not have taken sufficient measures to protect intellectual property. Despite our best efforts, we cannot be certain that the steps we have taken to protect our intellectual property rights, and the rights of those from whom we license or acquire intellectual property, are adequate to prevent unauthorized use, misappropriation, distribution or theft of our intellectual property.

Intellectual property laws in various jurisdictions in which we operate are subject to change or varying interpretations at any time and could further restrict our ability to protect our intellectual property rights. The enforceability of intellectual property rights and obligations under our agreements, as well as the availability of remedies in the event of a breach, may vary due to the different jurisdictions in which our clients and employees are located. Failure to protect the Company’sour intellectual property adequately could harm itsus, our brand andor reputation and affect the Company’sour ability to compete effectively.

There is no guarantee that any intellectual property rights that we may obtain will protect our competitive advantages, nor is there any assurance that our competitors will not infringe upon our rights. Furthermore, our competitors may independently develop and patent or otherwise protect products and services that are the same or similar to ours. We may be unable to detect the unauthorized use or disclosure of our intellectual property or confidential information, or to take the necessary steps to enforce our rights. In addition, our products and services, or third-party products that we provide to our clients, could infringe upon the intellectual property rights of others.

Pursuing intellectual property claims to preserve our intellectual property rights or responding to intellectual property claims, regardless of merit, can consume valuable time, and result in costly litigation or delays, and there is no guarantee that the Companywe will be successful. From time to time, we receive claims or notices from third parties alleging infringement or potential infringement of their intellectual property rights; and the number of these claims may grow. These intellectual property claims would likely be costly to defend and could require us to pay damages, limit our future use of certain technologies, harm our brand and reputation, significantly increase our costs and prevent us from offering some services or products. We may need to settle such claims on unfavorable terms, pay damages, stop providing or using the affected products or services, undertake workarounds or substantial reengineering of our products or services or enter into royalty andor licensing agreements, which may include terms that are not commercially acceptable to us. From time to time, we receive notices calling upon us to defend partners, clients, suppliers or distributors against third-party claims under indemnification clauses in our contracts. If any of these risks materialize, they could have a material adverse effect on our business, financial condition or results of operations.

There have been a number of lawsuits in multiple jurisdictions, including in the U.S. and Germany, regarding whether issuers of indexed investment products are required to obtain a license from the index owner or whether issuers may issue investment products based on publicly-available index levelpublicly available index-level data without obtaining permission from (or making payment to) the index owner. The outcome of these cases depends on a number of factors, including the governing law, the amount of information about the index available without a license and the other particular facts and circumstances of the cases. In some instances, the results have been unfavorable to the index owner. If courts or regulators or other governmental bodies in relevant jurisdictions determine that a license is not required to issue investment products linked to indexes, this could have a material adverse effect on our business, financial condition or results of operations. It might also lead to changes in current industry practices such that we would no longer make our index level data publicly available, such as via our website or news media, on a timely basis.

Some of our products and services help our clients to meet their regulatory requirements. Changes to regulatory requirements may obviate the need for these products or services or may cause us to invest in enhancing the products or services to help our clients meet the new regulatory requirements.

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Financial Risks

Our revenues, expenses, assets and liabilities are subject to foreign currency exchange rate fluctuation risk.

We are subject to foreign currency exchange rate fluctuation risk. Exchange rate movements can impact the U.S. dollar reported value of our revenues, expenses, assets and liabilities denominated in non-U.S. dollar currencies or where the currency of such items is different than the functional currency of the entity where these items were recorded. Additionally, the value of assets in indexed investment products can fluctuate significantly over short periods of time and such volatility may be further impacted by fluctuations in foreign currency exchange rates.


We manage certain portions of our foreign currency exchange rate risk, in part, through the use of derivative financial instruments comprised principally of forward contracts on foreign currency which are not designated as hedging instruments for accounting purposes. Any derivative financial instruments that we are currently party to or may enter into in the future may not be successful, resulting in an adverse impact on our results of operations.

To the extent that our international activities recorded in local currencies increase or decrease in the future, our exposure to fluctuations in foreign currency exchange rates may correspondingly increase or decrease and could have a material adverse effect on our business, financial condition or results of operations.  In addition, Brexit has caused, and may continue to cause, significant volatility in currency exchange rates, especially between the U.S. dollar and the British pound sterling. A weaker British pound sterling means that revenues earned in British pound sterling translate to lower reported U.S. dollar revenues.  A weaker British pound sterling also means that expenses incurred in British pound sterling translate to lower reported U.S. dollar expenses. A weaker British pound sterling could also impair the purchasing power of certain clients and could result in decreased demand for our products and services. A fall in the British pound sterling relative to the U.S. dollar, and the strengthening of the U.S. dollar relative to a number of currencies including the British pound sterling, could have significant impacts on our business, financial condition or results of operations.

Our indebtedness could materially adversely affect our cash flows and financial flexibility.

For an overview of our current outstanding indebtedness, and history of our offerings, see “Management’s Discussion and Analysis of Financial Condition and Results of Operations” below.Operations.” Although we believe that our cash flows will be sufficient to service our outstanding indebtedness, we cannot provide assurance that we will generate and maintain cash flows sufficient to permit us to pay the principal, premium, if any, and interest on our indebtedness. Our ability to make payments on indebtedness and to fund planned capital expenditures depends on our ability to generate and access cash in the future, which, in turn, is subject to general economic, financial, competitive, regulatory and other factors, many of which are beyond our control. If we are unable to pay our obligations as they mature, we may need to refinance all or a portion of our indebtedness on or before maturity. If we are unable to secure additional financing on terms favorable or acceptable to us or at all, we could also be forced to sell assets to make up for any shortfall in our payment obligations. The restrictive covenants in our debt agreements, however, limit our and our subsidiaries’ ability to sell assets and also restrict the use of proceeds from such a sale. If we cannot refinance or otherwise pay our obligations as they mature and fund our liquidity needs, our business, financial condition, results of operations, cash flows, liquidity, ability to obtain financing and ability to compete in our industry could be materially adversely affected.

We may need or want to refinance our existing debt or incur additional debt from time to time to finance working capital, capital expenditures, investments or acquisitions, or for other purposes. If we do so, we may be subject to less favorable terms. The risks related to our level of indebtedness could also intensify, including by making it difficult for us to optimally capitalize and manage the cash flow for our business or placing us at a competitive disadvantage compared to our competitors that have less indebtedness.

Furthermore, the terms of our debt agreements include restrictive covenants that limit, among other things, our and our existing and future subsidiaries’ financial flexibility. If we are unable to comply with the restrictions and covenants in our debt agreements, there could be a default that, in some cases, if continuing, could result in the accelerated payment of our debt obligations or the termination of borrowing commitments on the part of the lenders under our Revolvingrevolving credit facility (the “Revolving Credit Facility.

In 2017, the U.K. Financial Conduct Authority (the “FCA”), which regulates London Interbank Offered Rate (“LIBOR”), announced that the FCA will no longer persuade or compel banks to submit rates for the calculation of the LIBOR benchmark after 2021. This announcement indicates that the continuation of LIBOR on the current basis cannot be guaranteed after 2021, and it appears highly likely that LIBOR will be discontinued or modified by the end of 2021, and although alternative reference rates have been proposed, it is unknown whether they will attain market acceptance as replacements of LIBOR. At this time, it is not possible to predict the effect that these developments, any discontinuance, modification or other reforms to LIBOR or any other reference rate, or the establishment of alternative reference rates may have on LIBOR, other benchmarks or floating rate debt instruments, including borrowingsFacility) under the Second Amended and Restated Credit Agreement (the “Credit Agreement”), dated as of November 20, 2014,January 26, 2024, by and among the Company, the guarantors party thereto, JPMorgan Chase Bank, N.A., as administrative agent and the lenders from time to time party thereto, as amended, supplemented, modified or amended and restated from time to time (as amended,time. As of December 31, 2023, there were no amounts outstanding under the “Revolving Credit Facility”). The use of alternative reference rates or other reforms could cause the interest rate calculated for such borrowings to increase or otherwise fail to correlate over time with the interest rates and/or


payments that would have been made on our obligations if LIBOR was available in its current form, or have other adverse effects on us. To address the transition away from LIBOR, our Revolving Credit Facility provides for a process to amend our Revolving Credit Facility to substitute LIBOR with a replacement rate under certain circumstances. However, there is no guarantee that any such amendment for a replacement rate would become effective, and in the event that such amendment does not become effective, we may be required to pay a rate of interest higher than expected on any amounts owed under our Revolving Credit Facility. As of December 31, 2020, there2023, the term loan A facility (the “TLA Facility”) under our prior credit agreement dated as of June 9, 2022 (the “Prior Credit Agreement”), was fully drawn. On the closing of the Credit Agreement on January 26, 2024, the revolving loans under the Credit Agreement were nodrawn in an amount sufficient to prepay all amounts outstanding under ourthe TLA Facility.

Any borrowings under the Revolving Credit Facility. IfFacility under our Credit Agreement are primarily based on the Secured Overnight Financing Rate (“SOFR”), which replaced the USD London Interbank Offered Rate (“LIBOR”) as the reference rate. Because SOFR differs fundamentally from LIBOR, there is no assurance that SOFR will perform in the same way as LIBOR would have performed at any time, and there is no guarantee that it is a comparable substitute for LIBOR. While we werewill continue to incur anyuse SOFR, certain factors may impact SOFR, including factors causing SOFR to cease to exist, new methods of calculating SOFR to be established, or the use of alternative reference rates. These consequences are not entirely predictable and could have an adverse impact on our financing costs and our results of operations. Because we have incurred variable rate indebtedness, under our Revolving Credit Facility,and we would bemay incur additional variable rate indebtedness, we are subject to interest rate risk generally, which could cause our debt service obligations to increase significantly. Reference rates used to determine the applicable interest rates for our variable rate debt began to rise significantly
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recently. If interest rates continue to increase, the debt service obligations on such indebtedness will continue to increase even if the amount borrowed remains the same, and our net income and cash flows, including cash available for servicing our indebtedness, will correspondingly decrease.
A change in our credit ratings could materially adversely affect our financial condition.

Our credit ratings are not recommendations to buy, sell or hold any of our common stock or outstanding debt. Our outstanding debt under the Senior Notesour senior unsecured notes (the “Senior Notes”) currently has non-investment grade ratings.ratings from at least one credit ratings agency. Any rating assigned to suchour debt is subject to ongoing evaluation by the credit rating agencies and could be lowered or withdrawn entirely at any time by either or bothany of the agencies if, in the agency’s judgment, future circumstances relating to the basis of the rating so warrant. Such future circumstances include, but are not limited to, adverse changes to our results of operations, financial condition or cash flows, or revisions to our corporate strategy pertaining to capitalization or leverage. Any such downgrade or withdrawal could adversely affect the amount of capital we can access, as well as the terms of any financing we obtain.

In addition, our debt covenants contain certain obligations that are triggered by a change in our credit rating, including obligations to make repurchase offers to the noteholders of our Senior Notes if the following two conditions are met at the time of, or as a result of, a change of control or sale of substantially allwe experience one of the Company’s assets: (i)specified kinds of changes in control and related lowering of our credit ratings, as detailed in the indentures governing our Senior Notes are rated below investment grade by each rating agency that rates the Senior Notes and (ii) the Senior Notes are downgraded by any rating agency.

Notes.

Any adverse change in our credit rating could have a negative effect on our liquidity and future growth through transactions in which we rely on the ability to receive debt capital at an advantageous cost and on favorable terms. Accordingly, actual or anticipated changes or downgrades to or withdrawal of our credit ratings, including any announcement that our ratings are under review or have been assigned a negative outlook, could result in damage to our brand and reputation and have a material adverse effect on our business, financial condition, results of operations and cash flows and on the market value of our common stock and outstanding debt.

We may have exposure to tax liabilities in various jurisdictions. Future changes in tax law could materially affect our tax obligations and effective tax rate.

We are subject to income taxes, as well as non-income or indirect taxes, in the U.S. and various foreign jurisdictions. Significant judgment is required in determining our global provision for income taxes and other tax liabilities. Our income tax obligations are based in part on our corporate structure and intercompany arrangements. In the ordinary course of aour global business, there are many intercompany transactions and calculations where the ultimate tax determination is uncertain. uncertain, and tax authorities of the jurisdictions in which we operate may challenge our methodologies.
Changes in domestic and international tax laws could negatively impact our overall effective tax rate.

Over the last several years, many jurisdictions and intergovernmental organizations have been discussing or are in the process of implementing proposals that may change aspects of the existing framework under which our tax obligations are determined in many of the jurisdictions in which we operate. Recent pronouncements and directives related to this project include the implementation of a 15% global minimum tax in the near term. Many countries have begun to adopt these directives into their respective tax codes, with varying effective dates beginning January 1, 2024. Although we do not anticipate the directives to have a material impact on our financial results at this time, certain implementation details have yet to be developed and the enactment of certain of these changes has not yet taken effect in all jurisdictions in which we operate. As a result, these changes may have adverse tax consequences for us, may increase our compliance costs and may increase the amount of tax we are required to pay in certain jurisdictions.

We are regularly under audit by tax authorities. From time to time, we also face proceedings, investigations or inquiries related to tax matters. We may be subject to additional tax liabilities as the jurisdictions in which we do business globally are increasingly focused on digital taxes and the treatment of increasingly remote workforces. Although we believe that our tax provisions are reasonable, there can be no assurance that the final determination of tax audits or tax disputes will not be different from what is reflected in our historical income tax provisions and accruals. To the extent we are required to pay amounts in excess of our reserves, such differences could have a material adverse effect on our Consolidated Statement of Income for a particular future period. In addition, an unfavorable tax settlement could require use of our cash and result in an increase in our effective tax rate in the period in which such resolution occurs.

occurs and may have a material impact on our financial results.

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General Risks

Our business performance might not be sufficient for us to meet the full-year financial guidance or long-term targets that we provide publicly.

We provide certain full-year financial guidance and long-term targets to the public based upon our assumptions regarding our expected financial performance that may not always prove to be accurate and may vary from actual results. In addition, uncertainty regarding macroeconomic factors such as inflation could impact our ability to forecast costs, which inform our financial guidance and long-term targets. If we fail to meet the full-year financial guidance or achieve the long-term targets that we provide, or if we find it necessary to revise such guidance or targets, the market value of our common stock or other securities could be adversely affected.

Our growth and profitability may not continue at the same rate as we have experienced in the past for several reasons, including if our operating costs are higher than expected, which could have a material adverse effect on our business, financial condition or results of operations.

We have experienced significant revenue and earnings growth since we began operations. There can be no assurance that we will be able to maintain the levels of growth and profitability that we have experienced in the past. If we experience higher than expected operating costs, including increased compensation costs, regulatory compliance costs, occupancy costs, selling and marketing costs, investments in geographic expansion, market data costs, software license costs, communication costs, travel costs, application development costs, professional fees, costs related to information technology infrastructure, cloud usage and other IT costs, and we cannot adjust to these costs, our operating results may fluctuate significantly or our anticipated profitability may be reduced and our anticipated results of operations and financial position may be materially adversely affected. Additionally, there can be no assurance that we will be as successful in our product development, selling and marketing efforts, or capital return or allocation strategies as we have been in the past, or that such efforts will result in growth or profit margins comparable to those we have experienced in the past.

We may be exposed to liabilities as a result of failure to comply with laws and regulations relating to our global operations, including anti-corruption laws, and any determination that we violated these laws could have a material adverse effect on our business.

We are subject to complex laws and regulations that are applicable to our global operations, such as laws and regulations governing economic and trade sanctions, tariffs, embargoes, anti-boycott restrictions and anti-corruption and other similar laws and regulations. Any determination that we have violated these laws or regulations could have a material adverse effect on our business, financial condition or results of operations.
In particular, we are subject to various anti-corruption laws that prohibit improper payments or benefits or offers of payments or benefits to foreign governments and their officials and, in some cases, to employees of a business for the purpose of directing, obtaining or retaining business. We conduct business in countries and regions that are less developed than the U.S. and in some cases are generally recognized as potentially more corrupt business environments. Our activities in these countries create the risk of unauthorized payments or offers of payments by one of our employees or agents that could be in violation of various anti-corruption laws including the Foreign Corrupt Practices Act of 1977, as amended (the “FCPA”) and the U.K.UK Bribery Act 2010.
We have implemented safeguards and policies to discourage these types of practices by our employees and agents. However, our existing safeguards and any future improvements may prove to be less than fully effective, and our employees or agents may engage in conduct for which we might be held responsible. If employees violate our policies or we fail to maintain adequate record-keeping and internal accounting practices to accurately record our transactions we may be subject to regulatory fines, sanctions, damages or other penalties or costs. Violations of any of these laws, including the FCPA or other anti-corruption laws, may result in severe criminal or civil sanctions and penalties, damage our brand and reputation and subject us to other liabilities which could have a material adverse effect on our business, financial condition or results of operations and financial condition.

operations.

If we are unable to successfully identify, execute and realize expected returns and synergies from acquisitions or strategic partnerships or investments, or if we experience integration, financing, or other risks resulting from our acquisitions or strategic partnerships or investments, our financial results may be materially adversely affected.

An element of our growth strategy is growth through acquisitions, strategic partnerships and investments. Despite our best efforts to continue pursuing such transactions, there can be no assurance that we will be able to identify and execute transactions with suitable strategic partners, investment opportunities or attractive acquisition candidates for successful acquisition at acceptable terms. In addition, strategic transactions may impact our cash position, and we may require additional debt or equity financing for future acquisitions and doing so may be made more difficult by the terms of our existing indebtedness.
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Our ability to achieve the expected returns and synergies from our past and future acquisitions, strategic partnerships and investments depends, in part, upon our ability to effectively leverage or integrate the offerings, technology, sales, administrative functions and personnel of these businesses. We cannot provide assurance that we will be successful in integrating acquired businesses, that our acquired businesses will perform at the levels we anticipate or that our strategic partnerships and investments will advance the long-term growth strategy of our


company. Our past and future acquisitions, strategic partnerships and investments may subject us to unanticipated risks or liabilities, including the potential to disrupt our operations. Additionally, strategic partnerships may increase our reliance on third parties, which may result in future disruptions if those partnerships are unsuccessful or discontinued or the content or level of support provided by strategic partners is diminished.

In the event that

If we experience a high level of acquisition, strategic partnership or investment-related activity within a limited period of time, the probability that certain of these risks would occur would likely increase. In addition, if we are unsuccessful in completing acquisitions of other businesses or assets, executing strategic partnerships or investments, or if such opportunities for expansion do not arise, our brand or reputation could suffer, and our future growth, business, financial condition or results of operations could be materially adversely affected.

Our goodwill and other intangible assets resulting from our acquisitions could be impaired as a result of future business conditions, requiring us to record substantial write-downs that would reduce our operating income.

We evaluate the recoverability of recorded goodwill amounts annually or when evidence of potential impairment exists. Intangible assets are reviewed for impairment whenever events or changes in circumstances indicate that the carrying value of the asset may not be recoverable. These impairment tests are based on several factors requiring management’s judgment. Changes in fair market valuations and our operating performance or business conditions, in general, could result in future impairments of goodwill or intangible assets which could materially adversely affect our results of operations. In addition, if we are not successful in achieving anticipated operating efficiencies associated with acquisitions, our goodwill and intangible assets may become impaired.

If we fail to attract, develop or retain the necessary qualified personnel, including through our compensation programs, our business, financial condition or results of operations could be materially adversely affected.

The development, maintenance and support of our products and services are dependent upon the knowledge, skills, experience and abilities of our employees. Accordingly, we believe the success of our business depends to a significant extent upon the continued service of our executives and other key employees. Although we do not believe that we are overly dependent upon any individual employee, our management and other employees may terminate their employment at any time, and the loss of any of our key employees and our inability to replace them with suitable candidates quickly or at all, as well as any negative market perception resulting from such loss, could have a material adverse effect on our business, financial condition or results of operations.
We compete for key employees not only with other companies in our industry but also with companies in other industries, such as software services, engineering services and financial services companies, and there is a limited pool of employees who have the skills and training needed to do our work, including with expertise in emerging technologies, such as AI. Competition for these employees is intense, and employee turnover may impact our objectives and place strain on our human resources teams. We may not be able to attract these employees or to develop and retain similar highly qualified personnel in the future.
Rising compensation expenses could also adversely affect our ability to attract and retain high-quality employees. Competitors may seek to attract talent by providing more favorable working conditions or offering significantly more attractive compensation packages. If our compensation programs do not adequately engage our key employees or are not competitive, or if we fail to attract, engage and retain the necessary qualified personnel, the quality of our products and services as well as our ability to support and retain our clients and achieve business objectives may suffer.

We cannot provide any guaranty that we will continue to repurchase shares of our common sharesstock pursuant to our share repurchase program.

The timing, price and volume of repurchases of shares of our common stock will be based on market conditions, relevant securities laws and other factors. The stock repurchases may be made from time to time, through one or more open market repurchases or privately negotiated transactions, including, without limitation, accelerated share repurchase transactions, trading plans or derivative transactions, or otherwise.

Additionally, the recently enacted Inflation Reduction Act introduced an excise tax on share repurchases, which has increased our cost of share repurchases.

Share repurchases under our share repurchase program constitute components of our capital allocationreturn strategy, which we fund with free operating cash flow and borrowings. However, we are not required to make any share repurchases under our share
30

Table of Contents
repurchase program. The share repurchase program does not obligate us to repurchase any set dollar amount or number of shares and may be modified, suspended, or terminated at any time without prior notice. The reduction or elimination of our share repurchase program could adversely affect the market price of our common shares.stock. Additionally, the existence of a share repurchase program could cause the market price of our common sharesstock to be higher than it would be in the absence of such a program and could potentially reduce the market liquidity for our shares. As a result, any repurchase program may not ultimately result in enhanced value to our shareholders and may not prove to be the best use of our cash resources.

Item 1B.

Item 1B.Unresolved Staff Comments

Nothing required to be disclosed.



Item 1C.     Cybersecurity

Cybersecurity Risk Management and Strategy
We recognize the importance of identifying, assessing and managing material risks associated with cybersecurity threats. These risks include, among other things, operational risks; intellectual property theft; fraud; extortion; violation of data privacy or cybersecurity laws and other litigation; legal and regulatory risk; and reputational risks. We have an enterprise-wide information security program designed to secure our technology infrastructure, networks, data, products and services, and we have implemented several processes, technologies and controls to aid in our efforts to identify, assess and manage related risks.Our Chief Information Security Officer (“CISO”) manages this program, in collaboration with our business and corporate teams.
To identify and assess material risks from cybersecurity threats, our enterprise risk management (“ERM”) program considers cybersecurity risks alongside other company risks as part of a quarterly and ongoing process designed to identify, assess and manage risk exposures over the short-, intermediate- and long-term. In addition, our management-level Information and Technology Risk Oversight Committee (“ITROC”), led by our CISO, and including senior leaders such as our President and COO, CFO and General Counsel, among others, provides oversight relating to cybersecurity and technology-related risks that may present significant impacts to our operations, clients, reputation and financial position, and the considerations of the ITROC are fully incorporated into our overall ERM framework. Our CISO is also a member of the Company’s Disclosure Committee and reports to the Disclosure Committee on a quarterly basis on any major cybersecurity incidents.
We also have cybersecurity specific policies, standards and procedures, and our cybersecurity program has been developed based on industry standards, including the U.S. National Institute of Standards and Technology (“NIST”) cybersecurity framework and International Organization for Standardization (“ISO”) information security standards. Our information security management system has achieved ISO 27001 certification. To provide for the resilience of critical data and systems, to maintain regulatory compliance, to manage our material risks from cybersecurity threats, and to protect against, detect and respond to cybersecurity incidents, we regularly undertake the below listed activities:
24x7x365 security operations monitoring of our systems, networks and services to detect and act on weaknesses and potential intrusions;
Regular internal and external security audits and penetration tests by third-party security vendors;
Testing of new products and services to identify potential security vulnerabilities before release;
Regular network and endpoint monitoring;
Periodic red- and purple-team assessments from third-party service providers;
Business resiliency planning with disaster recovery and business continuity testing;
Role-based access controls to identify, authenticate and authorize individuals to access systems based on their job responsibilities;
Protection, including encryption, for the secure communication of sensitive data;
Monitoring of emerging data protection laws and implementation of changes to our processes designed to comply therewith;
Regular review of policies and standards related to cybersecurity;
At least annual security awareness training and testing of our employees;
Regular review of critical third-party security practices;
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Table of Contents
Tabletop exercises to simulate a response to a cybersecurity incident and to use the findings to improve our processes and technologies;
A cross-functional approach to addressing cybersecurity risk, with participation from Technology, Risk, Legal, Compliance, Privacy and Internal Audit functions; and
Cybersecurity risk insurance to provide protection against potential losses arising from a cybersecurity incident.
Our IT risk program also includes an incident response plan that provides procedures for how we detect, respond to and recover from cybersecurity incidents, which include processes designed to triage, assess severity, escalate, contain, investigate and remediate the incident, as well as to comply with potentially applicable legal obligations and mitigate brand and reputational damage.
As part of the above processes, we regularly engage with assessors, consultants, auditors and other third parties, including by annually having a third-party review our cybersecurity program to help identify areas for continued focus, improvement and compliance.
Our processes also address cybersecurity threat risks associated with our use of third-party service providers, including those in our supply chain or who have access to our client or employee data or our systems. Cybersecurity considerations affect the selection and oversight of our third-party service providers. Although we perform diligence on third parties that have access to our systems, networks, data or facilities that house such systems, networks or data, and we monitor cybersecurity threat risks identified through such diligence, there can be no assurance that we can prevent or mitigate the risk of any compromise or failure in the information systems, software, networks and other assets owned or controlled by third parties. Additionally, we generally require those third parties that could introduce significant cybersecurity risk to us to agree by contract to manage their cybersecurity risks in specified ways, and to agree to be subject to cybersecurity audits, which we conduct as appropriate.
In the last three fiscal years we have not identified any material cybersecurity incidents and have not identified any material risks from cybersecurity threats that have materially affected or are reasonably likely to materially affect our business strategy, results of operations, or financial condition, and the expenses we have incurred from any cybersecurity incidents over the last three fiscal years were immaterial. Furthermore, we have not been penalized or paid any amount under an information security breach settlement in the last three fiscal years. There can be no guarantee that we will not experience such an incident or incur such expenses in the future. For more information on our cybersecurity risks, see “Technology Risks” included as part of our risk factor disclosures in Item 1A of this Annual Report on Form 10-K.
Cybersecurity Governance
Cybersecurity is an important part of our risk management processes and an area of increasing focus for our Board of Directors (“Board”) and management.
The Audit and Risk Committee (the “Audit Committee”) of our Board is responsible for the oversight of risks from cybersecurity threats. On a quarterly basis, our CISO updates the Audit Committee on the Company’s IT risk program, including an overview of risks and trends, results from third-party assessments, progress towards pre-determined risk-mitigation-related goals, our incident response plan, and cybersecurity threat developments, as well as the steps management has taken to respond to these topics. This quarterly update is also made available to the full Board, and the Chair of the Audit Committee informs the Board of any key updates during quarterly reports to the Board. Members of the Board are also encouraged to regularly engage in ad hoc conversations with management on cybersecurity-related events and to discuss any updates to our cybersecurity risk management and strategy programs. Material cybersecurity risks are also considered during Board and Committee discussions of important matters such as enterprise risk management, operational and strategic planning, business continuity planning, mergers and acquisitions, reputation management and other relevant matters. The Board also conducts an annual education session on cybersecurity trends and risks.
Our cybersecurity risk management processes, which are discussed in greater detail above, are led by our CISO, who has over 20 years of work experience relating to cybersecurity, including at major financial institutions and consulting firms, involving the management of information security and the development of cybersecurity strategy, as well as relevant degrees and certifications, including holding a Bachelor of Science degree in Electrical and Computer Engineering. Our CISO oversees a team of approximately 50 professionals charged with the on-going management of our cybersecurity risk and strategy. These employees are informed about, and monitor the prevention, mitigation, detection, and remediation of, cybersecurity incidents through their management of, and participation in, the cybersecurity risk management and strategy processes described above, including the operation of our ITROC, incident response plan and other processes. Our cybersecurity team includes managers that have expertise with cybersecurity, as demonstrated by prior work experience, possession of a cybersecurity certification or degrees or other cybersecurity experience. As detailed above, these members of management and management-level committees report to the Audit Committee about cybersecurity threat risks, among other cybersecurity-related matters, at least quarterly.

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Table of Contents

Item 2.

Item 2.Properties

As of December 31, 2020,2023, our principal offices consisted of the following leased properties:

Location

Square Feet

Expiration Date

Mumbai, India

126,286

August 31, 2023

New York, New York

125,811

February 28, 2033

Budapest, Hungary

70,833

February 28, 2029

Monterrey, Mexico

46,569

October 31, 2028

Manila, Philippines

31,544

February 28, 2027

London, England

30,519

December 25, 2026

Pune, India

24,434

February 14, 2026

Norman, Oklahoma

23,664

May 31, 2024

Berkeley, California

19,808

February 28, 2030

LocationSquare FeetExpiration Date
New York, New York125,811(1)February 28, 2033
Budapest, Hungary70,833(2)February 28, 2029
Mumbai, India63,143July 31, 2032
Monterrey, Mexico56,213October 31, 2028
London, England30,519December 25, 2026
Pune, India24,434January 19, 2026
Manila, Philippines20,904 February 28, 2027
Berkeley, California19,808February 28, 2030
Hoboken, New Jersey19,018November 30, 2026
Stellenbosch, South Africa18,611September 30, 2026

________________
(1)As of December 31, 2020,2023, 41,759 square feet of this location have been subleased.
(2)As of December 31, 2023, 17,059 square feet of this location have been subleased.
As of December 31, 2023, we havehad more than 30 leased and occupied locations of which the principal offices are listed above. We also have additional office locations, including but not limited to, the following leased locations (in descending order of square footage): Boston, Massachusetts; Chicago, Illinois; Geneva, Switzerland; San Francisco, California; Frankfurt, Germany; Shanghai, China; Paris, France; Hong Kong, China; Tokyo, Japan; Beijing, China; Sydney, Australia; Toronto, Canada; and Singapore.

We believe that our properties are in good operating condition and adequately serve our current business operations. We also anticipate that suitable additional or alternative space, including those under lease options, will be available at commercially reasonable terms for future expansion.

Item 3.

Item 3.Legal Proceedings

Various lawsuits, claims and proceedings have been or may be instituted or asserted against usthe Company in the ordinary course of business. While the amounts claimed could be substantial, the ultimate liability cannot now be determined because of the considerable uncertaintyuncertainties that exists.exist. Therefore, it is possible that MSCI’s business, operating results, financial condition or cash flows in a particular period could be materially affected by certain contingencies. However, based on facts currently available, management believes that the disposition of matters that are currently pending or asserted will not, individually or in the aggregate, have a material effect on MSCI’s business, operating results, financial condition or cash flows.

Item 4.

Item 4.Mine Safety Disclosures

Not applicable.


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Table of Contents
PART II

Item 5.

Item 5.Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities

Stock Price and Dividends

Our common stock hasis traded on the New York Stock Exchange since November 15, 2007 and trades under the symbol “MSCI.” As of February 5, 2021,2, 2024, there were 116101 shareholders of record of our common stock.

Because many shares of our common stock are held by brokers and other institutions on behalf of beneficial holders, we are unable to estimate the total number of shareholders represented by these shareholders of record.

Dividend Policy

The payment amounts of future dividends will be determined by the Board of Directors in light of conditions then existing, including our earnings, financial condition and capital requirements, business conditions, corporate law requirements and other factors. See Part II, Item 7. “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Liquidity and Capital Resources” for additional information on our dividend policy.

The Transfer Agent and Registrar for our common stock is Broadridge Financial Solutions, Inc.

Equity Compensation Plans

On February 18, 2016, the Board of Directors, upon the recommendation of the Compensation & Talent Management Committee of the Board of Directors (the “Compensation Committee”), approved the MSCI Inc. 2016 Non-Employee Directors Compensation Plan (the “Directors Plan”), a cash and equity incentive compensation plan that was approved by shareholders at the Company’s 2016 annual meeting of shareholders. The Directors Plan replaced the Company’s then existing non-employee director compensation plan—the MSCI Inc. Independent Directors’ Equity Compensation Plan (the “2011 Plan”). The total number of shares authorized to be awarded under the Directors Plan is 352,460, which is equal to the number of shares that remained available for issuance under the 2011 Plan.

Under the Directors Plan, directors that are not employees of the Company receive annual Board retainer fees and fees for serving on the Company’s committees, if applicable, and a director may make an election to receive all or any portion of such director’s retainer and committee fees in shares of our common stock in lieu of cash. Non-employee directors are entitled to receive an annual grant of $165,000 and the lead director is entitled to an additional $50,000 in stock units (a total of $215,000), in each case, subject to a one-year vesting schedule. Under the MSCI Inc. Non-Employee Directors Deferral Plan, directors may elect to defer receipt of all or any portion of any shares of our common stock issuable upon conversion of any stock unit or any retainer elected to be paid in shares of our common stock until (i) 60 days following separation of service or (ii) the earlier of a specified date or 60 days following separation of service.

On February 18, 2016, the Board of Directors, upon the recommendation of the Compensation Committee, approved the MSCI Inc. 2016 Omnibus Plan (“Omnibus Plan”), an equity incentive compensation plan that was approved by shareholders at the Company’s 2016 annual meeting of shareholders. The Omnibus Plan replaced the Company’s then existing equity compensation plan—the MSCI Inc. Amended and Restated 2007 Equity Incentive Compensation Plan (as amended, the “2007 Plan”). Compensation paid to the Company’s executive officers historically complied with the performance-based compensation exception under 162(m) of the IRC (“162(m)”) by being granted pursuant to the MSCI Inc. Performance Formula and Incentive Plan (the “Performance Plan”). Shareholder approval of the Omnibus Plan constituted approval of the material terms of the performance goals under the Omnibus Plan for purposes of 162(m). Despite the changes implemented by the Tax Cuts and Jobs Act on December 22, 2017 (“Tax Reform”), the Company will continue to maintain the Performance Plan and may make awards pursuant to it.


Pursuant to the Omnibus Plan, the Company reserved 7,565,483 shares of common stock for issuance; plus any additional shares which become available due to forfeiture, expiration or cancellation of outstanding awards, which were registered under the Securities Act of 1933, as amended (the “Securities Act”) following approval by the Company’s shareholders. This is in addition to currently outstanding awards under the 2007 Plan. The Omnibus Plan permits the Compensation Committee to make grants of a variety of equity-based awards (such as stock options, stock appreciation rights, restricted stock units, restricted stock, performance awards and other stock-based awards) totaling up to 7,565,483 and other cash-based awards to eligible recipients, including employees and consultants. No awards will be granted under the Omnibus Plan after the earliest to occur of (i) April 28, 2026, (ii) the maximum number of shares available for issuance having been issued and (iii) the Board of Directors terminating the Omnibus Plan in accordance with its terms.  

The following table presents certain information with respect to our equity compensation plans at December 31, 2020:

 

 

Number of

Securities to

be Issued

Upon

Vesting of

Restricted

Stock Units

and

Exercise of

Outstanding

Options

a

 

 

Weighted

Average

Unit Award

Value of

Restricted

Stock Units

and

Weighted

-Average

Exercise

Price of

Outstanding

Options

b

 

 

Number of

Securities

Remaining

Available for

Future

Issuance

under Equity

Compensation

Plans

(excluding

securities

reflected

in column (a))

c

 

Equity Compensation Plans Not Approved by Security

   Holders

 

 

 

 

$

 

 

 

 

Equity Compensation Plans Approved by Security

   Holders

 

 

 

 

 

 

 

 

 

 

 

 

MSCI Inc. 2016 Omnibus Plan

 

 

734,811

 

 

$

162.95

 

 

 

4,530,563

 

MSCI Inc. 2016 Non-Employee Directors

   Compensation Plan

 

 

4,689

 

 

$

327.00

 

 

 

283,177

 

Total

 

 

739,500

 

 

$

163.99

 

 

 

4,813,740

 

Stock Repurchases

The

Our Board of Directors has approved a stock repurchase program for the purchase of the Company’s common stock in the open market. See Note 10,11, “Shareholders’ Equity (Deficit),” of the Notes to Consolidated Financial Statements included herein for additional information on our stock repurchase program.



The following table provides information with respect to purchases made by or on behalf of the Company of its shares of common stock during the quarter ended December 31, 2020.

2023.

Issuer Purchases of Equity Securities

Period

 

Total

Number of

Shares

Purchased (1)

 

 

Average

Price

Paid Per

Share

 

 

Total

Number

of Shares

Purchased

As Part of

Publicly

Announced

Plans or

Programs

 

 

Approximate

Dollar

Value of Shares

that May Yet Be

Purchased Under

the Plans or

Programs (2)

 

October 1, 2020-October 31, 2020

 

 

297,103

 

 

$

347.39

 

 

 

297,103

 

 

$

1,789,547,000

 

November 1, 2020-November 30, 2020

 

 

177,181

 

 

$

348.45

 

 

 

174,488

 

 

$

1,728,753,000

 

December 1, 2020-December 31, 2020

 

 

6

 

 

$

402.25

 

 

 

-

 

 

$

1,728,753,000

 

Total

 

 

474,290

 

 

$

347.79

 

 

 

471,591

 

 

$

1,728,753,000

 

(1)  

Includes (i) shares purchased by the Company on the open market under the stock repurchase program; (ii) shares withheld to satisfy tax withholding obligations on behalf of employees that occur upon vesting and delivery of outstanding shares underlying restricted stock units; (iii) shares withheld to satisfy tax withholding obligations and exercise price on behalf of employees that occur upon exercise and delivery of outstanding shares underlying stock options; and (iv) shares held in treasury under the MSCI Inc. Non-Employee Directors Deferral Plan. The value of shares withheld to satisfy tax withholding obligations was determined using the fair market value of the Company’s common stock on the date of withholding, using a valuation methodology established by the Company.

(2)  

See Note 10, “Shareholders’ Equity (Deficit)” of the Notes to the Consolidated Financial Statements included herein for further information regarding our stock repurchase program.

Period
Total
Number of
Shares
Purchased (1)
Average
Price
Paid Per
Share (2)
Total
Number
of Shares
Purchased
As Part of
Publicly
Announced
Plans or
Programs
Approximate
Dollar
Value of Shares
that May Yet Be
Purchased Under
the Plans or
Programs (3)
October 1, 2023-October 31, 202352$523.17 $845,668,000 
November 1, 2023-November 30, 202363$526.57 $845,668,000 
December 1, 2023-December 31, 2023$— $845,668,000 
Total115$525.03 $845,668,000 

________________
(1)Includes, when applicable, (i) shares purchased by the Company on the open market under the stock repurchase program; (ii) shares withheld to satisfy tax withholding obligations on behalf of employees that occur upon vesting and delivery of outstanding shares underlying restricted stock units; and (iii) shares held in treasury under the MSCI Inc. Non-Employee Directors Deferral Plan. The value of shares withheld to satisfy tax withholding obligations was determined using the fair market value of the Company’s common stock on the date of withholding, using a valuation methodology established by the Company.
(2)Excludes 1% excise tax incurred on share repurchases.
(3)See Note 11, “Shareholders’ Equity (Deficit),” of the Notes to the Consolidated Financial Statements included herein for further information regarding our stock repurchase program.
Recent Sales of Unregistered Securities

There were no unregistered sales of equity securities in the year ended December 31, 2020.

2023.

Use of Proceeds from Sale of Registered Securities

None.



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Table of Contents
FIVE-YEAR STOCK PERFORMANCE GRAPH

The following graph compares the cumulative total shareholders’ return on our common stock, the Standard & Poor’s 500 Stock Index and the NYSE CompositeMSCI USA Financials Index since December 31, 20152018 assuming an investment of $100 at the closing price on December 31, 2015.2018. In calculating total annual shareholders’ return, reinvestment of dividends, if any, is assumed. The indexes are included for comparative purposes only. They do not necessarily reflect management’s opinion that such indexes are an appropriate measure of the relative performance of the common stock. This graph is not “soliciting material,” is not to be deemed filed with the SEC and is not to be incorporated by reference in any of our filings under the Securities Act of 1933, as amended (the “Securities Act”) or the Securities Exchange Act of 1934, as amended, whether made before or after the date hereof and irrespective of any general incorporation language in any such filing.

3508
Total Investment Value

 

 

Years Ended

 

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

 

2015

 

 

2016

 

 

2017

 

 

2018

 

 

2019

 

 

2020

 

MSCI Inc.

 

$

100

 

 

$

111

 

 

$

180

 

 

$

212

 

 

$

376

 

 

$

656

 

S&P 500

 

$

100

 

 

$

112

 

 

$

136

 

 

$

130

 

 

$

171

 

 

$

203

 

NYSE Composite Index

 

$

100

 

 

$

112

 

 

$

133

 

 

$

121

 

 

$

152

 

 

$

162

 

Source: S&P Global


Item 6.

Selected Financial Data

Years Ended
December 31, 2018December 31, 2019December 31, 2020December 31, 2021December 31, 2022December 31, 2023
MSCI Inc.$100$177$309$427$327$402
S&P 500$100$131$156$200$164$207
MSCI USA Financials Index$100$133$130$177$155$178

Our selected consolidated financial data for the periods presented should be read in conjunction with “Item 7. Management’s Discussion and Analysis


Item 6.    [Reserved]
35

Table of Financial Condition and Results of Operations” and the consolidated financial statements and notes thereto provided under Part II, Item 8. “Financial Statements and Supplementary Data” of this Annual Report on Form 10-K.

 

 

For the Years Ended

 

 

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

 

 

 

2020

 

 

 

2019

 

 

2018 (1)

 

 

 

2017

 

 

 

2016

 

 

 

 

(in thousands, except operating margin and per share data)

Operating revenues

 

$

1,695,390

 

 

$

1,557,796

 

 

$

1,433,984

 

 

$

1,274,172

 

 

$

1,150,669

 

 

Total operating expenses

 

 

810,626

 

 

 

802,095

 

 

 

747,086

 

 

 

694,402

 

 

 

662,565

 

 

Operating income

 

 

884,764

 

 

 

755,701

 

 

 

686,898

 

 

 

579,770

 

 

 

488,104

 

 

Other expense (income), net

 

 

198,539

 

 

 

152,383

 

 

 

57,002

 

 

 

112,871

 

 

 

102,166

 

 

Provision for income taxes

 

 

84,403

 

 

 

39,670

 

 

 

122,011

 

 

 

162,927

 

 

 

125,083

 

 

Net income

 

$

601,822

 

 

$

563,648

 

 

$

507,885

 

 

$

303,972

 

 

$

260,855

 

 

Operating margin

 

 

52.2

%

 

 

48.5

%

 

 

47.9

%

 

 

45.5

%

 

 

42.4

%

 

Earnings per basic common share

 

$

7.19

 

 

$

6.66

 

 

$

5.83

 

 

$

3.36

 

 

$

2.72

 

 

Earnings per diluted common share

 

$

7.12

 

 

$

6.59

 

 

$

5.66

 

 

$

3.31

 

 

$

2.70

 

 

Weighted average shares outstanding used

   in computing earnings per share

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Basic

 

 

83,716

 

 

 

84,644

 

 

 

87,179

 

 

 

90,336

 

 

 

95,986

 

 

Diluted

 

 

84,517

 

 

 

85,536

 

 

 

89,701

 

 

 

91,914

 

 

 

96,540

 

 

Dividends declared per common share

 

$

2.92

 

 

$

2.52

 

 

$

1.92

 

 

$

1.32

 

 

$

1.00

 

 

Contents

 

 

As of

 

 

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

 

 

 

2020

 

 

2019 (2)

 

 

2018 (1)

 

 

 

2017

 

 

 

2016

 

 

 

 

(in thousands)

Cash and cash equivalents

 

$

1,300,521

 

 

$

1,506,567

 

 

$

904,176

 

 

$

889,502

 

 

$

791,834

 

 

Accounts receivable (net of allowances)

 

$

558,569

 

 

$

499,268

 

 

$

473,433

 

 

$

327,597

 

 

$

221,504

 

 

Goodwill and intangibles, net of

   accumulated amortization

 

$

1,800,770

 

 

$

1,824,355

 

 

$

1,826,564

 

 

$

1,882,457

 

 

$

1,903,490

 

 

Total assets

 

$

4,198,647

 

 

$

4,204,439

 

 

$

3,387,952

 

 

$

3,275,668

 

 

$

3,082,578

 

 

Deferred revenue

 

$

675,870

 

 

$

574,656

 

 

$

537,977

 

 

$

374,365

 

 

$

334,358

 

 

Long-term debt, net of current maturities

 

$

3,366,777

 

 

$

3,071,926

 

 

$

2,575,502

 

 

$

2,078,093

 

 

$

2,075,201

 

 

Total shareholders' equity (deficit)

 

$

(443,234

)

 

$

(76,714

)

 

$

(166,494

)

 

$

401,012

 

 

$

317,605

 

 

(1)

Includes the impact of the Financial Engineering Associates, Inc. (“FEA”) and Investor Force Holdings, Inc. (“InvestorForce”) divestitures.

(2)

Reflects the impact of the adoption on January 1, 2019 of Accounting Standards Update 2016-02, "Lease (Topic 842)," the impact of which was the inclusion of $166.4 million of right-of-use assets on the Company's Consolidated Statement of Financial Condition as of December 31, 2019.


Item 7.

Item 7.    Management’s Discussion and Analysis of Financial Condition and Results of Operations

The following Management’s Discussion and Analysis of Financial Condition and Results of Operations is a discussion and analysis of the financial condition and results of ourthe operations of MSCI Inc. and its consolidated subsidiaries for the year ended December 31, 20202023. This discussion should be read in conjunction with the consolidated financial statements and related notes included elsewhere in this Annual Report on Form 10-K. The discussion summarizing the significant factors affecting the results of operations and financial condition of MSCI for the year ended December 31, 20192022 can be found in Part II, “Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations” of our Annual Report on Form 10-K for the year ended December 31, 20192022 (the “2019“2022 Annual Report”), which was filed with the Securities and Exchange Commission on February 18, 2020.

10, 2023.

Overview

We are a leading provider of critical decision support tools and servicessolutions for the global investment community. Our mission-critical offerings help investors address the challenges of a transforming investment landscape and power better investment decisions. Leveraging our knowledge of the global investment process and our expertise in research, data and technology, our actionable solutions power better investment decisions by enablingwe enable our clients to understand and analyze key drivers of risk and return and confidently and efficiently build more effective portfolios.

Investors all over The Company has five operating segments: Index, Analytics, ESG and Climate, Real Assets and Private Capital Solutions (formerly Burgiss), which are presented as the world use our toolsfollowing four reportable segments: Index, Analytics, ESG and servicesClimate and All Other Private Assets.

During the year ended December 31, 2023, we renamed the The Burgiss Group, LLC (“Burgiss”) operating segment to gain insightPrivate Capital Solutions. The operating segments of Real Assets and improve transparency throughout theirPrivate Capital Solutions do not individually meet the segment reporting thresholds and have been combined and presented as part of the All Other – Private Assets reportable segment.
Our growth strategy includes: (a) extending leadership in research-enhanced content across asset classes, (b) leading the enablement of ESG and climate investment processes, including to help define their investment universe, informintegration, (c) enhancing distribution and analyze their asset allocationcontent-enabling technology, (d) expanding solutions that empower client customization, (e) strengthening client relationships and portfolio construction decisions, measuregrowing into strategic partnerships with clients and manage portfolio performance(f) executing strategic relationships and risk, conduct performance attribution, implement sustainable and other investment strategies, design and issue ETFs and other indexed financial products, and facilitate reporting to stakeholders.  

Our leading, research-enhanced products and services include indexes; portfolio construction and risk management analytics; ESG research and ratings, as well as climate solutions; and real estate benchmarks, return-analytics and market insights.  Through our integrated franchise we provide solutions across our products and services to support our clients’ dynamic and complex needs.  Ouracquisitions with complementary data, content and capabilities can be accessed bytechnology companies. For more information about our clients through multiple channelsCompany’s operations, see “Item 1: Business”.

Key Financial and platforms.  

We are focused on product innovation to address the evolving needs of our clients in light of changing investment trendsOperating Metrics and an increasingly complex industry.  In order to most effectively serve our clients, we are committed to driving an integrated solutions-based approach, achieving service excellence, enhancing our differentiated research and content, and delivering flexible, cutting-edge technology and platforms.    

Our clients comprise a wide spectrum of the global investment industry and include the following key client types:

Asset owners (pension funds, endowments, foundations, central banks, sovereign wealth funds, family offices and insurance companies)

Drivers

Asset managers (institutional funds and accounts, mutual funds, hedge funds, ETFs, insurance products, private banks and real estate investment trusts)

Financial intermediaries (banks, broker-dealers, exchanges, custodians, trust companies and investment consultants)

Wealth managers (including robo-advisors and self-directed brokerages)

Corporates

As of December 31, 2020, we had offices in more than 30 cities across more than 20 countries to help serve our diverse client base, with 46.9% of our revenues coming from clients in the Americas, 37.0% in Europe, the Middle East and Africa (“EMEA”) and 16.1% in Asia and Australia.

In evaluating our financial performance, we focus on revenue and profit growth, including results accounted for under generally accepted accounting principles generally accepted in the United States (“GAAP”) as well as non-GAAP measures, for the Company as a whole and by operating segment. In addition, we focus on operating metrics, including Run Rate, subscription sales and Retention Rate, to manage the business. Our business is not highly capital intensive and, as such, we expect to continue to convert a high percentage of our profits into excess cash in the future. Our growth strategy includes: (a) extending leadership in research-enhanced content across asset classes, (b) enhancing distribution and content-enabling technology, (c) expanding solutions that empower client customization, (d) strengthening existing client relationships and growing

We present revenues disaggregated by developing new ones and (e) executing strategic relationships and acquisitions with complementary content and technology companies.


Key Financial Metrics and Drivers

As discussed in the previous section, we utilize a portfolio of key financial metrics to manage the Company, including GAAP and non-GAAP measures. As detailed below, we review revenues by typetypes and by segment, or bysegments, which represent our major product line.lines. We also review expenses by activity, which provides more transparency into how resources are being deployed. In addition, we utilize operating metrics including Run Rate, subscription salesSubscription Sales and Retention Rate to analyze pastmanage and assess performance and to provide insightdeeper insights into the recurring portion of our latest reported recurring business.

In the discussion that follows, we provide certain variances excluding the impact of foreign currency exchange rate fluctuations.fluctuations and acquisitions. Foreign currency exchange rate fluctuations reflect the difference between the current period results as reported compared to the current period results recalculated using the foreign currency exchange rates in effect for the comparable prior period. While operating revenues adjusted for the impact of foreign currency fluctuations includes asset-based fees that have been adjusted for the impact of foreign currency fluctuations, the underlying AUM, which is the primary component of asset-based fees, is not adjusted for foreign currency fluctuations. More thanApproximately three-fifths of the AUM areis invested in securities denominated in currencies other than the U.S. dollar, and accordingly, any such impact is excluded from the disclosed foreign currency-adjusted variances.

Revenues

Our revenues are characterizedpresented by type which broadly reflectsand by reportable segment. For each reportable segment, we present revenues disaggregated by the nature of how they are recognized or earned. Our revenue typesthe revenues, which are recurring subscriptions, asset-based fees and non-recurring revenues. We also group our revenues by segment and provide the revenue type within each segment.

Recurring subscription revenues represent fees earned from clients primarily under renewable contracts and are generally recognized ratably over the term of the license or service pursuant to the contract terms. The fees are recognized as we provide the product and service to the client over the license period and are generally billed in advance, prior to the license start date.

36

Asset-based fees represent fees earned that are variable in nature, as they are primarily calculated based on the AUM linked to our indexes from independent third-party sources or the most recently reported information provided by the client.indexes. Asset-based fees also include revenues related to futures and options contracts linked to our indexes, which are primarily based on trading volumes.

volumes and fee levels.

Non-recurring revenues primarily represent fees earned on products and services where we typically do not have renewal contractsclauses within the contract. Examples of such products and primarilyservices include revenues for providing historical data,one-time license fees, certain derivative financial products, certain implementation services, historical data sets and, other special client requests, whichoccasionally, fees for unlicensed usage of our content in historical periods. Based on the nature of the services provided, non-recurring revenues are generally billed either in advance or after delivery and recognized at a point in time.   

time or over the service period.

See Note 1, “Introduction and Basis of Presentation” and Note 3, “Revenue Recognition” of the Notes to the Consolidated Financial Statements included herein for additional information on revenue recognition.
Operating Expenses

We group our operating expenses into the following activity categories:

Cost of revenues;

Cost of revenues;

Selling and marketing;

Selling and marketing;

Research and development (“R&D”);

General and administrative (“G&A”Research and development (“R&D”);

General and administrative (“G&A”);

Amortization of intangible assets; and

Amortization of intangible assets; and

Depreciation and amortization of property, equipment and leasehold improvements.

Depreciation and amortization of property, equipment and leasehold improvements.
Costs are assigned to these activity categories based on the nature of the expense or, when not directly attributable, an estimated allocation based on the type of effort involved.

Cost of revenues, selling and marketing, R&D and G&A all include both compensation as well as non-compensation related expenses.

Cost of Revenues

Cost of revenues expenses consist of costs related to the production and servicing of our products and services and primarily includes related information technology costs, including data center, cloud service, platform and infrastructure costs; costs to acquire, produce and maintain market data information; costs of research to support and maintain existing products; costs of product management teams; costs of client service and consultant teams to support customer needs; as well as other support costs directly attributable to the cost of revenues including certain human resources, finance and legal costs.

Selling and Marketing

Selling and marketing expenses consist of costs associated with acquiring new clients or selling new products or product renewals to existing clients and primarily includes the costs of our sales and marketing teams, as well as costs incurred in other groupsdepartments associated with acquiring new business, including product management, research, technology and sales operations.

Research and Development

R&D expenses consist of costs to develop new or enhance existingenhanced products and the costs to develop new or improved technologyenhanced technologies and service platforms for the delivery of our products and services and primarily include the costs of development, research, product management, project management and the technology support directly associated with these efforts.

activities.

General and Administrative

G&A expenses consist of costs primarily related to finance operations, human resources, office of the CEO, legal, corporate technology, corporate development, impairment charges associated with right of use assets and certain other administrative costs that are not directly attributed, but are instead allocated, to a product or service.

Amortization of Intangible Assets

Amortization of intangible assets expense relates to definite-lived intangible assets arising from past acquisitions and internal capitalizedcapitalization of internally developed software projects. Intangibles arising from past acquisitions consist of customer relationships,
37

proprietary data, trademarks and trade names and technology and software, proprietary processes and data and non-competition agreements.software. We amortize definite-lived intangible assets over their estimated useful lives. Definite-livedSee Note 1, “Introduction and Basis of Presentation” and Note 9, “Goodwill and Intangible Assets, Net” of the Notes to the Consolidated Financial Statements included herein for additional information on intangible assets are tested for impairment when impairment indicators are present, and if impaired, written down to fair value based on either discounted cash flows or appraised values. We have no indefinite-lived intangible assets.

amortization expense.

Depreciation and Amortization of Property, Equipment and Leasehold Improvements

This category

Depreciation and amortization of property, equipment and leasehold improvements consists of expenses related to depreciating or amortizing the cost of furniture and fixtures, computer and related equipment, and leasehold improvements, software and furniture and fixtures over the estimated useful life of the assets.

Other Expense (Income), Net

This category

Other expense (income), net consists primarily of interest we pay on our outstanding indebtedness, including losses on early extinguishment of debt, income and losses associated with our equity method investment, foreign currency exchange rate gains and losses, interest we collect on cash and short-term investments, foreign currency exchange rate gains and losses as well as other non-operating income and expense items such as losses on early extinguishment of debt and income and losses associated with our equity method investment.

that may arise from time to time.

Non-GAAP Financial Measures

Adjusted EBITDA

“Adjusted EBITDA,” a non-GAAP measure used by management to assess operating performance, is defined as net income before (1) provision for income taxes, (2) other expense (income), net, (3) depreciation and amortization of property, equipment and leasehold improvements, (4) amortization of intangible assets and, at times, (5) certain other transactions or adjustments, including, the impactwhen applicable, impairment related to the vestingsublease of multi-year restricted stock units granted in 2016 toleased property and certain senior executives that are subject to the achievement of multi-year total shareholder return targets, which are performance targets with a market condition (the “2016 Multi-Year PSUs”).

acquisition-related integration and transaction costs.

“Adjusted EBITDA expenses,” a non-GAAP measure used by management to assess operating performance, is defined as operating expenses less depreciation and amortization of property, equipment and leasehold improvements and amortization of intangible assets and, at times, certain other transactions or adjustments, including, the impactwhen applicable, impairment related to the vestingsublease of the 2016 Multi-Year PSUs.

leased property and certain acquisition-related integration and transaction costs.

Adjusted EBITDA margin” is defined as Adjusted EBITDA divided by operating revenues.
Adjusted EBITDA, Adjusted EBITDA margin and Adjusted EBITDA expenses are believed to be meaningful measures offor management to assess the operating performance of the Company because they adjust for significant one-time, unusual or non-recurring items as well as eliminate the accounting effects of certain capital spending and acquisitions that do not directly affect what management considers to be the Company’s ongoing operating performance in the period. All companies do not calculate adjusted EBITDA, adjusted EBITDA margin and adjusted EBITDA expenses in the same way. These measures can differ significantly from company to company depending on, among other things, long-term strategic decisions regarding capital structure, the tax jurisdictions in which companies operate and capital investments. Accordingly, the Company’s computation of the Adjusted EBITDA, Adjusted EBITDA margin and Adjusted EBITDA expenses measures may not be comparable to similarly-titledsimilarly titled measures computed by other companies.

Operating Metrics
Run Rate

Run Rate is a key operating metric and is important because an increase or decrease in our Run Rate ultimately impacts our future operating revenues over time. At the end of any period, we generally have subscription and investment product license agreements in place for a large portion of total revenues for the following 12 months. We measure the fees related to these agreements and refer to this as “Run Rate.” See “—Operating MetricsRun Rate” below for additional information on the calculation of this metric.

Subscription Sales

Subscription salesSales is a key operating metric and is important to management because new subscription salesSubscription Sales increase our Run Rate and ultimately ourrepresent future operating revenues that will be recognized over time. See “—Operating Metrics Sales” below for additional information.

38

Retention Rate

Another

Retention Rate is a key operating metric is Retention Rate whichand is important to management because subscription cancellations decrease our Run Rate and ultimately our future operating revenues over time. See “—Operating MetricsRetention Rate” below for additional information on the calculation of this metric.

Critical Accounting Policies and Estimates

Our consolidated financial statements are prepared in accordance with GAAP. These accounting principles require us to make certain estimates and judgments that can affect the reported amounts of assets and liabilities as of the date of the consolidated financial statements, as well as the reported amounts of revenues and expenses during the periods presented. Significant estimates and judgments made by management include such examples as assessment of impairment of goodwill and intangible assets and income taxes. We believe the estimates and judgments upon which we rely are reasonable based upon information available to us at the time these estimates and judgments are made. To the extent there are material differences between these estimates and actual results, our consolidated financial statements will be affected.
Goodwill
Goodwill is recorded as a result of business combinations undertaken by the Company when the purchase price exceeds the fair value of the net tangible assets and separately identifiable intangible assets acquired. We test goodwill for impairment on an annual basis on July 1st and on an interim basis when certain events and circumstances exist. The test for impairment is performed at the reporting unit level. When testing goodwill for impairment, we first assess qualitative factors to determine whether it is necessary to perform the quantitative goodwill impairment test; however, on a periodic basis, we may elect to bypass the qualitative assessment and proceed directly to the quantitative test. When performing the quantitative test for impairment, we use the income approach to estimate the fair value of each reporting unit. Under the income approach, we estimate the fair value of each reporting unit based on the present value of estimated future cash flows. Estimating discounted future cash flows requires significant management judgment including in estimating forecasted future cash flows and determining both discount rates and terminal growth rates. Forecasted future cash flows are estimated based on a combination of historical experience and assumptions regarding the future growth and profitability of each reporting unit. Discount rates are selected based on discount rates of similar public companies to the reporting unit being valued and terminal growth rates are selected based on consideration of growth rates used during the reporting unit’s forecast period in combination with economic conditions. These assumptions require management’s judgment and changes to these estimates or assumptions could materially affect the determination of the reporting unit’s fair value. Any impairment is measured as the difference between the carrying amount and its fair value. Based on our qualitative assessment for 2023, we determined that it was not more likely than not that the fair value of the company’s reporting units is less than their respective carrying values and no impairments were recorded. See Note 1, “Introduction Andand Basis Of Presentation—Significant Accounting Policies,”of Presentation” and Note 2, “Recent Accounting Standards Updates,”9, “Goodwill and Intangible Assets, Net” of the Notes to the Consolidated Financial Statements included herein for a listingadditional information on goodwill.
Definite Lived Intangible Assets
Definite-lived intangible assets are reviewed for impairment whenever events or changes in circumstances indicate that the carrying value of the asset or asset group may not be recoverable. These events or circumstances include adverse changes in the manner in which the asset will be used, adverse changes in legal factors related to the asset or negative changes in expected financial performance of the asset, including accumulation of costs and operating losses. Determining whether an event or changes in circumstances warrant an impairment review involves management judgment.
Once it is determined that an impairment review is necessary, determination of recoverability is determined based on comparing the carrying amount of the asset group to the estimated future undiscounted cash flows. If the carrying amount exceeds the estimated future undiscounted cash flows, the asset grouping is considered to be impaired. Measurement of impairment for intangible assets is based on the amount the carrying value exceeds the fair value of the asset, which is based on estimated discounted future cash flows. Estimated undiscounted and discounted cash flows used in the determination and calculation of impairments represent management forecasts and require significant management judgment. While management believes that its forecasts are reasonable, differences between forecasts and actual experience could materially affect the valuations. There were no events or changes in circumstances that would indicate that the carrying value of the definite-lived intangible assets may not be recoverable during the years presented.
With respect to our acquisition of Burgiss on October 2, 2023, the valuation of intangible assets, as part of the acquisition method of accounting, policies.


Factors Affectingwas subjective and based, in part, on inputs that were unobservable. The significant assumptions used to estimate the Comparabilityfair value of Results

Share Repurchases

The Boardthe acquired intangible assets included forecasted cash flows, which were determined based on certain assumptions that included, among others, projected future revenues, and expected market royalty rates, technology obsolescence rates and discount rates. These estimates are inherently uncertain and unpredictable, and if different estimates were used, the purchase price

39

for the purchaseacquisition could be allocated to the acquired assets and assumed liabilities of Burgiss differently from the allocation that we have made.
We amortize our intangible assets over the estimated period of economic benefit. If the estimated period of economic benefit is changed, the prospective amortization of the Company’s common stock. intangible asset could materially change.
See Note 10, “Shareholders’ Equity (Deficit),”1, “Introduction and Basis of Presentation” and Note 9, “Goodwill and Intangible Assets, Net” of the Notes to the Consolidated Financial Statements included herein for additional information on intangible assets and amortization expense.
Income Taxes
We are subject to income taxes in the U.S. and other foreign jurisdictions. Our tax provision is an estimate based on our stock repurchase program.

understanding of laws in federal, state and foreign tax jurisdictions. These laws can be complicated and are difficult to apply to any business. The weighted average shares outstanding usedtax laws also require us to calculateallocate our diluted earnings per sharetaxable income to many jurisdictions based on subjective allocation methodologies and information collection processes.

Provision for income taxes is provided for using the year ended December 31, 2020 decreasedasset and liability method, under which deferred tax assets and deferred tax liabilities are determined based on the temporary differences between the financial statement and income tax bases of assets and liabilities using currently enacted tax rates. Deferred tax assets are reduced by 1.2% compareda valuation allowance when, in our opinion, it is more likely than not that all or some portion of the deferred tax assets will not be realized. In assessing the need for a valuation allowance, management is required to estimate future taxable income which requires judgment.
We must regularly assess the year ended December 31, 2019. The decrease primarily reflectslikelihood of additional assessments in each of the impacttaxing jurisdictions in which we file income tax returns and adjust unrecognized tax benefits when additional information is available or when an event occurs. This assessment requires significant judgment in assessment of share repurchases made pursuant to the stock repurchase programtax laws, frequency of tax examinations, and the vestingnature of the restricted stock units that were included in the dilutive share count in the prior year.

Senior Notes

We have an aggregate $3,400.0 millionintercompany transactions and tax positions.

See Note 1, “Introduction and Basis of Senior Notes outstanding as of December 31, 2020. See “–Liquidity and Capital Resources–Senior Notes and Credit Agreement” belowPresentation” and Note 5, “Commitments and Contingencies,”12, “Income Taxes” of the Notes to the Consolidated Financial Statements included herein for additional information on our Seniorincome taxes.
Factors Affecting the Comparability of Results
Acquisitions of Burgiss and Trove
On October 2, 2023, the Company acquired the remaining 66.4% interest in Burgiss for $696.8 million in cash. The Company’s existing 33.6% interest had a fair value at acquisition date of $353.2 million which resulted in a non-taxable gain of $143.0 million for the twelve months ending December 31, 2023.
Prior to the acquisition, the Company’s ownership interest in Burgiss was classified as an equity-method investment. Therefore, the All Other – Private Assets segment did not include the Company’s proportionate share of operating revenues and Adjusted EBITDA related to Burgiss. The Company’s proportionate share of the income or loss from its equity-method investment in Burgiss was reported as a component of other (expense) income, net.
Following the acquisition, the consolidated results of Burgiss are included in the Company’s Private Capital Solutions operating segment (formerly known as Burgiss), which is combined and presented as part of the All Other – Private Assets reportable segment. See Note 5, “Acquisitions,” and Note 13, “Segment Information” of the Notes to the Consolidated Financial Statements included herein for additional information on the acquisition of Burgiss.
On November 1, 2023 MSCI completed the acquisition of Trove Research Ltd (“Trove”), a carbon markets intelligence provider for approximately $37.9 million in cash. Trove is a part of the ESG and Revolving Credit Agreement.

Tax Cuts and Jobs Act of 2017

Tax Reform which was enacted on December 22, 2017, significantly revised the U.S. corporate income tax by, among other things, lowering U.S. corporate income tax rates, implementing a territorial tax system and imposing a one-time tax on deemed repatriation of historic earnings of foreign subsidiaries (the “Toll Charge”).  

Climate operating segment.

Results of Operations

Year Ended December 31, 2020 Compared to Year Ended December 31, 2019

The following table presents the results of operations for the years indicated:

 

 

Years Ended

 

 

 

 

 

 

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

 

 

 

 

2020

 

 

2019

 

 

Increase/(Decrease)

 

 

 

(in thousands, except per share data)

 

 

 

 

 

Operating revenues

 

$

1,695,390

 

 

$

1,557,796

 

 

$

137,594

 

 

 

8.8

%

Operating expenses:

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Cost of revenues

 

 

291,704

 

 

 

294,961

 

 

 

(3,257

)

 

 

(1.1

%)

Selling and marketing

 

 

216,496

 

 

 

219,298

 

 

 

(2,802

)

 

 

(1.3

%)

Research and development

 

 

101,053

 

 

 

98,334

 

 

 

2,719

 

 

 

2.8

%

General and administrative

 

 

114,627

 

 

 

110,093

 

 

 

4,534

 

 

 

4.1

%

Amortization of intangible assets

 

 

56,941

 

 

 

49,410

 

 

 

7,531

 

 

 

15.2

%

Depreciation and amortization of property,

   equipment and leasehold improvements

 

 

29,805

 

 

 

29,999

 

 

 

(194

)

 

 

(0.6

%)

Total operating expenses

 

 

810,626

 

 

 

802,095

 

 

 

8,531

 

 

 

1.1

%

Operating income

 

 

884,764

 

 

 

755,701

 

 

 

129,063

 

 

 

17.1

%

Other expense (income), net

 

 

198,539

 

 

 

152,383

 

 

 

46,156

 

 

 

30.3

%

Income before provision for income taxes

 

 

686,225

 

 

 

603,318

 

 

 

82,907

 

 

 

13.7

%

Provision for income taxes

 

 

84,403

 

 

 

39,670

 

 

 

44,733

 

 

 

112.8

%

Net income

 

$

601,822

 

 

$

563,648

 

 

$

38,174

 

 

 

6.8

%

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Earnings per basic common share

 

$

7.19

 

 

$

6.66

 

 

$

0.53

 

 

 

8.0

%

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Earnings per diluted common share

 

$

7.12

 

 

$

6.59

 

 

$

0.53

 

 

 

8.0

%

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Operating margin

 

 

52.2

%

 

 

48.5

%

 

 

 

 

 

 

 

 


Operating Revenues

Our operating revenues are grouped by the following types: recurring subscriptions, asset-based fees and non-recurring. We also group operating revenues by major product lines or reportable segment as follows: Index, Analytics, ESG and Climate and All Other which includes the ESG and Real Estate product lines.

– Private Assets.

40

The following table presents operating revenues by type for the years indicated:

 

Years Ended

 

 

 

 

 

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

 

 

 

2020

 

 

 

2019

 

 

Increase/(Decrease)

 

 

(in thousands)

 

 

 

 

 

Years Ended
(in thousands)
(in thousands)
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)

Recurring subscriptions

 

$

1,248,175

 

 

$

1,154,040

 

 

$

94,135

 

 

 

8.2

%

Recurring subscriptions$1,871,290 $$1,659,523 12.8 12.8 %

Asset-based fees

 

 

399,771

 

 

 

361,927

 

 

 

37,844

 

 

 

10.5

%

Asset-based fees557,502 528,127 528,127 5.6 5.6 %

Non-recurring

 

 

47,444

 

 

 

41,829

 

 

 

5,615

 

 

 

13.4

%

Non-recurring100,128 60,948 60,948 64.3 64.3 %

Total operating revenues

 

$

1,695,390

 

 

$

1,557,796

 

 

$

137,594

 

 

 

8.8

%

Total operating revenues$2,528,920 $$2,248,598 12.5 12.5 %

Total operating revenues grew 8.8% to $1,695.4 millionincreased 12.5% for the year ended December 31, 2020 compared to $1,557.8 million for the year ended December 31, 2019.2023. Adjusting for the impact of acquisitions and foreign currency exchange rate fluctuations, total operating revenues would have increased 8.7%11.4%.
Operating revenues from recurring subscriptions increased 12.8% for the year ended December 31, 2020 compared to2023, primarily driven by strong growth in Index products, which increased $84.9 million, or 11.6%, strong growth in ESG and Climate products, which increased $59.2 million, or 26.5%, growth in Analytics products, which increased $36.3 million, or 6.4%, and strong growth in All Other - Private Assets products, which increased $31.4 million, or 22.5%. Adjusting for the year ended December 31, 2019.

Revenuesimpact of acquisitions and foreign currency exchange rate fluctuations, operating revenues from recurring subscriptions would have increased 8.2% to $1,248.2 million11.4%.

Operating revenues from asset-based fees increased 5.6% for the year ended December 31, 2020 compared to $1,154.0 million for the year ended December 31, 2019, primarily driven by growth in Index products, which increased $49.4 million, or 9.3%, growth in ESG products, which increased $20.4 million, or 22.8%, and growth in Analytics products, which increased $20.0 million, or 4.1%. Adjusting for the impact of foreign currency exchange rate fluctuations, recurring subscriptions would have increased 8.1% for the year ended December 31, 2020 compared to the year ended December 31, 2019.

Revenues from asset-based fees increased 10.5% to $399.8 million for the year ended December 31, 2020 compared to $361.9 million for the year ended December 31, 2019. The increase in asset-based fees was2023, mainly driven by growth in revenues from all of ourETFs linked to MSCI equity indexes and non-ETF indexed investment product categories, including an increasefunds linked to MSCI indexes, partially offset by a decrease in revenues from exchange traded futures and options contracts linked to MSCI indexes. Operating revenues from ETFs linked to MSCI equity indexes that wereincreased by 7.3%, primarily driven by price increases. Thean increase in revenues from asset-based fees was also driven by higheraverage AUM. Operating revenues from non-ETF indexed funds linked to MSCI indexes which wasincreased by 5.0%, primarily driven by price increases and an increase in average AUM. Revenuesbasis point fees. Operating revenues from ETFsexchange traded futures and options contracts linked to MSCI indexes also increased,decreased by 7.5%, driven by an 8.9% increase in average AUM in equity ETFs linked to MSCI indexes, partially offset by lower fees resulting from the impact of a change in product mix. The impact of foreign currency exchange rate fluctuations onvolume decreases.

Operating revenues from asset-basednon-recurring revenues increased 64.3% for the year ended December 31, 2023, primarily driven by fees was negligible.

for unlicensed usage of our content in historical periods, as well as growth in non-recurring licensed data products.

The following table presents the value of AUM in equity ETFs linked to MSCI equity indexes and the sequential change of such assets as of the end of each of the periods indicated:

 

Period Ended

 

 

2019

 

 

2020

 

Period EndedPeriod Ended
202220222023

(in billions)

 

March 31,

 

 

June 30,

 

 

September 30,

 

 

December 31,

 

 

March 31,

 

 

June 30,

 

 

September 30,

 

 

December 31,

 

(in billions)March
31,
June
30,
September 30,December 31,March
31,
June
30,
September 30,December 31,

AUM in equity ETFs linked to MSCI indexes(1), (2), (3)

 

$

802.2

 

 

$

819.3

 

 

$

815.0

 

 

$

934.4

 

 

$

709.5

 

 

$

825.4

 

 

$

908.9

 

 

$

1,103.6

 

AUM in ETFs linked to MSCI equity indexes(1) (2)

Sequential Change in Value

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Market Appreciation/(Depreciation)

 

$

78.3

 

 

$

14.9

 

 

$

(9.2

)

 

$

63.5

 

 

$

(216.5

)

 

$

117.4

 

 

$

57.0

 

 

$

135.7

 

Cash Inflows

 

 

28.3

 

 

 

2.2

 

 

 

4.9

 

 

 

55.9

 

 

 

(8.4

)

 

 

(1.5

)

 

 

26.5

 

 

 

59.0

 

Market Appreciation/(Depreciation)
Market Appreciation/(Depreciation)
Cash Inflows/(Outflows)

Total Change

 

$

106.6

 

 

$

17.1

 

 

$

(4.3

)

 

$

119.4

 

 

$

(224.9

)

 

$

115.9

 

 

$

83.5

 

 

$

194.7

 


The following table presents the average value of AUM in equity ETFs linked to MSCI equity indexes for the periods indicated:

 

 

Year-to-Date Average

 

 

 

2019

 

 

2020

 

 

 

March

 

 

June

 

 

September

 

 

December

 

 

March

 

 

June

 

 

September

 

 

December

 

AUM in equity ETFs linked to MSCI indexes(1), (2), (3)

 

$

766.0

 

 

$

788.7

 

 

$

796.1

 

 

$

814.4

 

 

$

877.1

 

 

$

827.0

 

 

$

849.1

 

 

$

886.7

 

(1)

The historical values of the AUM in equity ETFs linked to our indexes as of the last day of the month and the monthly average balance can be found under the link “AUM in equity ETFs Linked to MSCI Indexes” on our Investor Relations homepage at http://ir.msci.com. This information is updated mid-month each month. Information contained on our website is not incorporated by reference into this Annual Report on Form 10-K or any other report filed with the SEC. The AUM in equity ETFs also includes AUM in Exchange Traded Notes, the value of which is less than 1.0% of the AUM amounts presented.

(2)

The values for periods prior to April 26, 2019 were based on data from Bloomberg and MSCI, while the values for periods on or after April 26, 2019 were based on data from Refinitiv and MSCI. De minimis amounts of data are reported on a delayed basis.

Year-to-Date Average
20222023
(in billions)MarchJuneSeptemberDecemberMarchJuneSeptemberDecember
AUM in ETFs linked to MSCI equity indexes(1) (2)
$1,392.5 $1,338.9 $1,295.6 $1,267.2 $1,287.5 $1,310.7 $1,332.6 $1,340.7 

(3)

The value of AUM in equity ETFs linked to MSCI indexes is calculated by multiplying the equity ETF net asset value by the number of shares outstanding.

________________

(1)The historical values of the AUM in ETFs linked to our equity indexes as of the last day of the month and the monthly average balance can be found under the link “AUM in ETFs Linked to MSCI Equity Indexes” on our Investor Relations homepage at http://ir.msci.com. This information is updated mid-month each month. Information contained on our website is not deemed part of or incorporated by reference into this Annual Report on Form 10-K or any other report filed with the SEC. The AUM in ETFs also includes AUM in Exchange Traded Notes, the value of which is less than 1.0% of the AUM amounts presented.
41

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(2)The value of AUM in ETFs linked to MSCI equity indexes is calculated by multiplying the equity ETF net asset value by the number of shares outstanding.
For the year ended December 31, 2020,2023, the average value of AUM in equity ETFs linked to MSCI equity indexes was $886.7 billion, up $72.3$73.5 billion, or 8.9%, from $814.4 billion for the year ended December 31, 2019.

Non-recurring revenues increased 13.4% to $47.4 million for the year ended December 31, 2020, compared to $41.8 million for the year ended December 31, 2019, primarily driven by growth in Index products, which increased $8.3 million, or 29.6%, partially offset by a $3.1 million, or 29.5%, decrease in Analytics products.

5.8%.

The following table presents operating revenues by reportable segment and revenue type for the years indicated:

 

Years Ended

 

 

 

 

 

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

 

 

 

2020

 

 

 

2019

 

 

Increase/(Decrease)

 

 

(in thousands)

 

 

 

 

 

Years Ended
(in thousands)
(in thousands)
(in thousands)
(in thousands)
(in thousands)
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)

Operating revenues:

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Index

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Index
Index
Recurring subscriptions
Recurring subscriptions

Recurring subscriptions

 

$

580,393

 

 

$

530,968

 

 

$

49,425

 

 

 

9.3

%

$814,582 $$729,710 11.6 11.6 %

Asset-based fees

 

 

399,771

 

 

 

361,927

 

 

 

37,844

 

 

 

10.5

%

Asset-based fees557,502 528,127 528,127 5.6 5.6 %

Non-recurring

 

 

36,331

 

 

 

28,042

 

 

 

8,289

 

 

 

29.6

%

Non-recurring79,731 45,372 45,372 75.7 75.7 %

Index total

 

 

1,016,495

 

 

 

920,937

 

 

 

95,558

 

 

 

10.4

%

Index total1,451,815 1,303,209 1,303,209 11.4 11.4 %

Analytics

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Analytics
Analytics
Recurring subscriptions
Recurring subscriptions

Recurring subscriptions

 

 

506,301

 

 

 

486,282

 

 

 

20,019

 

 

 

4.1

%

603,291 567,004 567,004 6.4 6.4 %

Non-recurring

 

 

7,507

 

 

 

10,643

 

 

 

(3,136

)

 

 

(29.5

%)

Non-recurring12,665 9,103 9,103 39.1 39.1 %

Analytics total

 

 

513,808

 

 

 

496,925

 

 

 

16,883

 

 

 

3.4

%

Analytics total615,956 576,107 576,107 6.9 6.9 %

All Other

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

ESG and Climate
ESG and Climate
ESG and Climate
Recurring subscriptions
Recurring subscriptions

Recurring subscriptions

 

 

161,481

 

 

 

136,790

 

 

 

24,691

 

 

 

18.1

%

282,351 223,160 223,160 26.5 26.5 %

Non-recurring

 

 

3,606

 

 

 

3,144

 

 

 

462

 

 

 

14.7

%

Non-recurring5,217 5,151 5,151 1.3 1.3 %

All Other total

 

 

165,087

 

 

 

139,934

 

 

 

25,153

 

 

 

18.0

%

ESG and Climate totalESG and Climate total287,568 228,311 26.0 %
All Other - Private Assets
All Other - Private Assets
All Other - Private Assets
Recurring subscriptions
Recurring subscriptions
Recurring subscriptions171,066 139,649 22.5 %
Non-recurringNon-recurring2,515 1,322 90.2 %
All Other - Private Assets totalAll Other - Private Assets total173,581 140,971 23.1 %

Total operating revenues

 

$

1,695,390

 

 

$

1,557,796

 

 

$

137,594

 

 

 

8.8

%

Total operating revenues
Total operating revenues$2,528,920 $2,248,598 12.5 %

Refer to the section titled “Segment ResultsResults” that follows for further discussion of Operations” for an explanation of the results.

segment revenues.

Operating Expenses

Total operating expenses increased 1.1% to $810.6 million9.9% for the year ended December 31, 2020 compared to $802.1 million for the year ended December 31, 2019.2023. Adjusting for the impact of foreign currency exchange rate fluctuations, total operating expensesthe increase would have increased 1.6% for the year ended December 31, 2020 compared to the year ended December 31, 2019.

been 9.8%.

The following table presents operating expenses by activity category for the years indicated:

Years Ended
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)
Operating expenses:
Cost of revenues$446,581 $404,341 10.4 %
Selling and marketing276,204 264,583 4.4 %
Research and development132,121 107,205 23.2 %
General and administrative153,967 146,857 4.8 %
Amortization of intangible assets114,429 91,079 25.6 %
Depreciation and amortization of property, equipment and leasehold improvements21,009 26,893 (21.9 %)
Total operating expenses$1,144,311 $1,040,958 9.9 %
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Table of Contents

 

 

Years Ended

 

 

 

 

 

 

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

 

 

 

 

2020

 

 

2019

 

 

Increase/(Decrease)

 

 

 

(in thousands)

 

 

 

 

 

Operating expenses:

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Cost of revenues

 

$

291,704

 

 

$

294,961

 

 

$

(3,257

)

 

 

(1.1

%)

Selling and marketing

 

 

216,496

 

 

 

219,298

 

 

 

(2,802

)

 

 

(1.3

%)

Research and development

 

 

101,053

 

 

 

98,334

 

 

 

2,719

 

 

 

2.8

%

General and administrative

 

 

114,627

 

 

 

110,093

 

 

 

4,534

 

 

 

4.1

%

Amortization of intangible assets

 

 

56,941

 

 

 

49,410

 

 

 

7,531

 

 

 

15.2

%

Depreciation and amortization of property,

   equipment and leasehold improvements

 

 

29,805

 

 

 

29,999

 

 

 

(194

)

 

 

(0.6

%)

Total operating expenses

 

$

810,626

 

 

$

802,095

 

 

$

8,531

 

 

 

1.1

%

Cost of Revenues

Cost of revenues increased 10.4% for the year ended December 31, 2020 decreased 1.1% to $291.7 million compared to $295.0 million for the year ended December 31, 2019. The change was driven by the absence of $7.0 million of payroll tax expense associated with the vesting of the 2016 Multi-Year PSUs recognized during the year ended December 31, 2019, partially offset by increases in other compensation and benefits costs, primarily relating to higher wages and salaries, as well as higher non-compensation costs,2023, reflecting higher information technology costs, partially offset by lower travel and entertainment costs. Cost of revenues reflects increases across the All Other and Indexall reportable segments, partially offset by a decrease in the Analytics reportable segment.

Selling and Marketing

Selling and marketing expenses for the year ended December 31, 2020 decreased 1.3% to $216.5 million compared to $219.3 million for the year ended December 31, 2019. The change was driven by lower non-compensation costs, including travel and entertainment costs, and the absence of $4.5 million of payroll tax expense associated with the vesting of the 2016 Multi-Year PSUs recognized during the year ended December 31, 2019, partially offset by increases in compensation and benefits costs, primarily relating to higher wages and salaries. Selling and marketing expenses reflect increases across the All Other and Analytics reportable segments, partially offset by a decrease in the Index reportable segment.

Research and Development

R&D expenses for the year ended December 31, 2020 increased 2.8% to $101.1 million compared to $98.3 million for the year ended December 31, 2019. The change was driven by increases in compensation and benefits costs, including wages and salaries and benefits costs. R&D expenses reflect higher investments in the All Other and Index reportable segments, partially offset by lower investment in the Analytics reportable segment.

General and Administrative

G&A expenses for the year ended December 31, 2020 increased 4.1% to $114.6 million compared to $110.1 million for the year ended December 31, 2019.segments. The change was driven by increases in compensation and benefits costs, primarily relating to higher wages and salaries and incentive compensation costs, partially offset by lower severance costs.

Selling and Marketing
Selling and marketing expenses increased 4.4% for the year ended December 31, 2023, reflecting increases across all reportable segments. The change was primarily driven by increases in compensation and benefits costs, relating to higher wages and salaries and incentive compensation costs, partially offset by lower benefits costs, as well as increases in non-compensation costs, primarily reflecting increased marketing costs and travel and entertainment expenses.
Research and Development
R&D expenses increased 23.2% for the year ended December 31, 2023, reflecting increases across the ESG and Climate, All Other – Private Assets and Index reportable segments, partially offset by decreases in the Analytics reportable segment. The change was primarily driven by increases in compensation and benefits costs, primarily relating to higher wages and salaries and incentive compensation costs, partially offset by increased capitalization of costs related to internally developed software projects. The change was also driven by increases in non-compensation costs, primarily relating to higher information technology costs.
General and Administrative
G&A expenses increased 4.8% for the year ended December 31, 2023, reflecting increases across the ESG and Climate, Index and Analytics reportable segments, partially offset by decreases in the All Other - Private Assets reportable segment. The change was primarily driven by increases in compensation and benefits costs, primarily relating to higher incentive compensation costs and wages and salaries partially offset by lower severance costs. The change was also driven by increases in transaction related expenses due to the absenceacquisition of $3.5 million of payroll tax expense associated with the vesting of the 2016 Multi-Year PSUs recognized during the year ended December 31, 2019Burgiss and lower non-compensation costs. G&A expenses reflect increases across all three reportable segments.

Trove, partially offset by decreases in professional fees.

The following table presents operating expenses using compensation and non-compensation categories, rather than using activity categories, for the years indicated:

 

Years Ended

 

 

 

 

 

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

 

 

 

2020

 

 

2019

 

 

Increase/(Decrease)

 

 

(in thousands)

 

 

 

 

 

Years Ended
(in thousands)
(in thousands)
(in thousands)
(in thousands)
(in thousands)
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)

Compensation and benefits

 

$

527,641

 

 

$

518,730

 

 

$

8,911

 

 

 

1.7

%

Compensation and benefits$722,789 $$652,364 10.8 10.8 %

Non-compensation expenses

 

 

196,239

 

 

 

203,956

 

 

 

(7,717

)

 

 

(3.8

%)

Non-compensation expenses286,084 270,622 270,622 5.7 5.7 %

Amortization of intangible assets

 

 

56,941

 

 

 

49,410

 

 

 

7,531

 

 

 

15.2

%

Amortization of intangible assets114,429 91,079 91,079 25.6 25.6 %

Depreciation and amortization of property,

equipment and leasehold improvements

 

 

29,805

 

 

 

29,999

 

 

 

(194

)

 

 

(0.6

%)

Depreciation and amortization of property, equipment and leasehold improvements21,009 26,893 26,893 (21.9 (21.9 %)

Total operating expenses

 

$

810,626

 

 

$

802,095

 

 

$

8,531

 

 

 

1.1

%

Total operating expenses$1,144,311 $$1,040,958 9.9 9.9 %

Compensation and benefits costs are our most

A significant expense and typically represent approximately 65%portion of the incentive compensation component of operating expenses or more than 70%is based on the achievement of Adjusted EBITDAa number of financial and operating metrics. In a scenario where operating revenue growth and profitability moderate, incentive compensation would be expected to decrease accordingly.
Fixed costs constitute a significant portion of the non-compensation component of operating expenses. The discretionary non-compensation component of operating expenses could, however, be reduced in the near-term in a scenario where operating revenue growth moderates.
We had 3,6335,794 employees as of December 31, 20202023 compared to 3,3964,759 employees as of December 31, 2019,2022, reflecting a 7.0%21.7% growth in the number of employees. The increase is primarily driven by the Burgiss and Trove acquisitions. Continued growth of our emerging market centers around the world is an important factor in our ability to manage and control the growth of our compensation and benefits costs. As of December 31, 2020, 64.6%2023, 66.5% of our employees were located in emerging market centers compared to 62.9%65.0% as of December 31, 2019.

2022.

Compensation and benefits costs increased 10.8% for the year ended December 31, 20202023, primarily driven by an increase in wages and salaries and incentive compensation costs due to headcount growth, partially offset by lower severance costs and increased 1.7%
43

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capitalization of expenses related to $527.6 million compared to $518.7 millioninternally developed software projects Adjusting for the impact of foreign currency exchange rate fluctuations and the Burgiss and Trove acquisitions, compensation and benefits costs would have increased by 8.0%.
Non-compensation expenses increased 5.7% for the year ended December 31, 2019,2023, primarily driven by higher wagesinformation technology, market data and salaries, incentive compensation and benefits costs,marketing expenses, partially offset by lower professional fees. Adjusting for the absenceimpact of $15.4 millionforeign currency exchange rate fluctuations and the Burgiss and Trove acquisitions, non-compensation expenses would have increased by 2.9%.
Amortization of payroll taxIntangible Assets
Amortization of intangible assets expense associated with the vesting of the 2016 Multi-Year PSUs recognized during the year ended December 31, 2019.

Non-compensation expensesincreased 25.6% for the year ended December 31, 2020 decreased 3.8% to $196.2 million compared to $204.0 million for the year ended December 31, 2019, primarily driven by lower travel and entertainment and marketing costs, partially offset by higher information technology costs.

Amortization of Intangible Assets

Amortization of intangible assets expense for the year ended December 31, 2020 increased 15.2% to $56.9 million compared to $49.4 million for the year ended December 31, 2019, primarily2023, driven by higher amortization of internally-developed capitalized software.

internal use software and additional amortization recognized on acquired intangible assets from the acquisitions of Burgiss and Trove.

Depreciation and Amortization of Property, Equipment and Leasehold Improvements

Depreciation and amortization of property, equipment and leasehold improvements decreased 21.9% for the year ended December 31, 20202023, primarily driven by lower depreciation on computers and 2019 was $29.8 million and $30.0 million, respectively.

related equipment.

Total Other Expense (Income), Net

Other

The following table shows our other expense (income), net for the year ended December 31, 2020 increased 30.3% to $198.5 million compared to $152.4 millionyears indicated:
Years Ended
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)
Interest income$(34,479)$(11,769)193.0 %
Interest expense186,679 171,571 8.8 %
Gain on remeasurement of equity method investment(143,029)— — %
Other expense (income)6,377 3,997 59.5 %
Total other expense (income), net$15,548 $163,799 (90.5 %)
Total other expense (income), net decreased 90.5% for the year ended December 31, 2019. The increase in net expenses was2023, primarily driven by the $35.0non-taxable one-time gain on the remeasurement of our equity method investment in Burgiss of $143.0 million and $10.0 million loss on debt extinguishment associated with the redemption of all of the outstanding $800.0 million aggregate principal amount of the 2025 Senior Notes (“2025 Senior Notes Redemption”) and the redemption of all of the remaining $300.0 million of the 2024 Senior Notes (“2024 Senior Notes Redemption”), respectively. The loss on debt extinguishment associated with the 2025 Senior Notes included an applicable premium of approximately $29.5 million (as defined in the indenture governing the terms of the 2025 Senior Notes) and the write-off of approximately $5.5 million of unamortized debt issuance costs. The loss on debt extinguishment associated with the 2024 Senior Notes Redemption included a redemption price of approximately $7.9 million (as set forth in the indenture governing the terms of the 2024 Senior Notes) and the write-off of approximately $2.1 million of unamortized debt issuance costs. In addition, the increase reflects higher interest expense associated with the higher outstanding debt and lower interest income due to lowerhigher interest rates earned on outstanding cash balances, partially offset by the absence of the $16.8 million loss on extinguishment associated with the partial pre-maturity redemption of the 2024 Senior Notes recognized during the year ended December 31, 2019.

higher interest expense due to higher average debt levels and interest rates.

Income Taxes

The provision forfollowing table shows our income tax is $84.4 millionprovision and effective tax rate for the years indicated:
Years Ended
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)
Provision for income taxes$220,469 $173,268 27.2 %
ETR16.1 %16.6 %(3.0 %)
The effective tax rate of 16.1% for the year ended December 31, 2020 compared to $39.72023 reflects a benefit of $21.5 million forfrom the year ended December 31, 2019. These amounts reflectnon-taxable gain on Burgiss, partially offset by the remeasurement of the deferred tax liability on the Company’s previous equity method investment in Burgiss. In addition, the effective tax rates of 12.3% and 6.6% for the years ended December 31, 2020 and 2019, respectively.

The effective tax rate of 12.3% for the year ended December 31, 2020 reflects the impact of certain discrete items totaling $47.9 million. These discrete items primarily relate to $22.2 million of excess tax benefits recognized on the vesting of equity awards during the period and $20.8 million released during the year related to the favorable impact on prior years from final regulations clarifying certain provisions of Tax Reform. Also included in the discrete items is a $6.3 million benefit related to the revaluation of the cost of deemed repatriation of foreign earnings.

The effective tax rate of 6.6% for the year ended December 31, 2019 reflects the impact of certain favorable discrete items totaling $85.7 million. These discrete items primarily relate to $66.6$29.5 million, consisting of the recognition of $13.9 million of tax basis on intangible assets established under a foreign law change, $11.4 million of excess tax benefits recognized upon vestingon share-based compensation vested during the period and $4.2 million related to miscellaneous prior year adjustments.

The effective tax rate of 16.6% for the 2016 Multi-Year PSUs and $16.1year ended December 31, 2022 reflects the impact of certain favorable discrete items totaling $29.1 million, in relation to pretax income, primarily related to $28.4 million of excess tax benefits recognized on other share-based compensation recognizedvested during the period. In addition,
44

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Net Income
The following table shows our net income for the effective tax rate was impacted by a beneficial geographic mix of earnings.

Net Income

years indicated:

Years Ended
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)
Net income$1,148,592 $870,573 31.9 %
As a result of the factors described above, net income increased 31.9% for the year ended December 31, 2020 increased 6.8% to $601.8 million compared to $563.6 million2023.
Weighted Average Shares and Common Shares Outstanding
The following table shows our weighted average shares and common shares outstanding for the year ended December 31, 2019.

years indicated:

Years Ended
(in thousands)
December 31,
2023
December 31,
2022
% Change
Weighted average shares outstanding:
Basic79,46280,746(1.6 %)
Diluted79,84381,215(1.7 %)
The following table shows our common shares outstanding for the periods indicated:
As of% Change
(in thousands)
December 31,
2023
December 31,
2022
Common shares outstanding79,09179,960(1.1 %)
The decrease in weighted average shares and common shares outstanding primarily reflects the impact of share repurchases made pursuant to the Company’s stock repurchase program.
Adjusted EBITDA

The following table presents the calculation of the non-GAAP Adjusted EBITDA, measureAdjusted EBITDA expenses and Adjusted EBITDA margin for the years indicated:

 

Years Ended

 

 

 

 

 

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

 

 

 

2020

 

 

2019

 

 

Increase/(Decrease)

 

 

(in thousands)

 

 

 

 

 

Years Ended
(in thousands)
(in thousands)
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)

Operating revenues:

 

$

1,695,390

 

 

$

1,557,796

 

 

$

137,594

 

 

 

8.8

%

Operating revenues:$2,528,920 $$2,248,598 12.5 12.5 %

Adjusted EBITDA expenses

 

 

723,880

 

 

 

707,297

 

 

 

16,583

 

 

 

2.3

%

Adjusted EBITDA expenses1,005,969 918,927 918,927 9.5 9.5 %

Adjusted EBITDA

 

$

971,510

 

 

$

850,499

 

 

$

121,011

 

 

 

14.2

%

Adjusted EBITDA$1,522,951 $$1,329,671 14.5 14.5 %
Operating margin %
Operating margin %
Operating margin %

Adjusted EBITDA margin %

 

 

57.3

%

 

 

54.6

%

 

 

 

 

 

 

 

 

Operating margin %

 

 

52.2

%

 

 

48.5

%

 

 

 

 

 

 

 

 

Adjusted EBITDA margin %
Adjusted EBITDA margin %

Adjusted EBITDA increased 14.2% to $971.5 million for the year ended December 31, 2020 compared to $850.5 million for the year ended December 31, 2019. Adjusted EBITDA margin increased to 57.3% for the year ended December 31, 2020 compared to 54.6% for the year ended December 31, 2019.

The increase in Adjusted EBITDA and Adjusted EBITDA margin reflects a higher rate of growth in operating revenues as compared to the rate of growth of Adjusted EBITDA expenses.  

expenses, driven by the factors previously described.

45


Table of Contents
Reconciliation of Net Income to Adjusted EBITDA and Operating Expenses to Net Income and Adjusted EBITDA Expenses to Operating Expenses

The following table presents the reconciliation of net income to Adjusted EBITDA to net income for the years indicated:

 

Years Ended

 

 

 

 

 

 

 

 

 

Years Ended
(in thousands)
(in thousands)
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)
Net incomeNet income$1,148,592 $870,573 31.9 %
Provision for income taxesProvision for income taxes220,469 173,268 27.2 %
Other expense (income), netOther expense (income), net15,548 163,799 (90.5 %)
Operating incomeOperating income1,384,609 1,207,640 14.7 %

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

 

 

Amortization of intangible assets
Amortization of intangible assets
Amortization of intangible assets114,429 91,079 25.6 %
Depreciation and amortization of property, equipment and leasehold improvementsDepreciation and amortization of property, equipment and leasehold improvements21,009 26,893 (21.9 %)
Impairment related to sublease of leased propertyImpairment related to sublease of leased property477 — — %
Acquisition-related integration and transaction costs (1)
Acquisition-related integration and transaction costs (1)
2,427 4,059 (40.2 %)
Consolidated Adjusted EBITDAConsolidated Adjusted EBITDA$1,522,951 $1,329,671 14.5 %

 

2020

 

 

2019

 

 

Increase/(Decrease)

 

 

(in thousands)

 

 

 

 

 

Index Adjusted EBITDA

 

$

766,493

 

 

$

670,188

 

 

$

96,305

 

 

 

14.4

%

Index Adjusted EBITDA
Index Adjusted EBITDA1,106,973 985,407 12.3 %

Analytics Adjusted EBITDA

 

 

172,924

 

 

 

152,113

 

 

 

20,811

 

 

 

13.7

%

Analytics Adjusted EBITDA274,875 247,895 247,895 10.9 10.9 %

All Other Adjusted EBITDA

 

 

32,093

 

 

 

28,198

 

 

 

3,895

 

 

 

13.8

%

ESG and Climate Adjusted EBITDAESG and Climate Adjusted EBITDA91,678 61,094 50.1 %
All Other - Private Assets Adjusted EBITDAAll Other - Private Assets Adjusted EBITDA49,425 35,275 40.1 %

Consolidated Adjusted EBITDA

 

 

971,510

 

 

 

850,499

 

 

 

121,011

 

 

 

14.2

%

Consolidated Adjusted EBITDA$1,522,951 $$1,329,671 14.5 14.5 %

2016 Multi-Year PSUs grant payroll tax expense

 

 

-

 

 

 

15,389

 

 

 

(15,389

)

 

 

(100.0

%)

Amortization of intangible assets

 

 

56,941

 

 

 

49,410

 

 

 

7,531

 

 

 

15.2

%

Depreciation and amortization of property,

equipment and leasehold improvements

 

 

29,805

 

 

 

29,999

 

 

 

(194

)

 

 

(0.6

%)

Operating income

 

 

884,764

 

 

 

755,701

 

 

 

129,063

 

 

 

17.1

%

Other expense (income), net

 

 

198,539

 

 

 

152,383

 

 

 

46,156

 

 

 

30.3

%

Provision for income taxes

 

 

84,403

 

 

 

39,670

 

 

 

44,733

 

 

 

112.8

%

Net income

 

$

601,822

 

 

$

563,648

 

 

$

38,174

 

 

 

6.8

%

________________
(1)Represents transaction expenses and other costs directly related to the acquisition and integration of acquired businesses, including professional fees, severance expenses, regulatory filing fees and other costs, in each case that are incurred no later than 12 months after the close of the relevant acquisition.
The following table presents the reconciliation of Adjusted EBITDAoperating expenses to operatingAdjusted EBITDA expenses for the years indicated:

 

Years Ended

 

��

 

 

 

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

 

 

Years Ended
(in thousands)
(in thousands)
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)
Total operating expensesTotal operating expenses$1,144,311 $1,040,958 9.9 %
Amortization of intangible assetsAmortization of intangible assets114,429 91,079 25.6 %
Depreciation and amortization of property, equipment and leasehold improvementsDepreciation and amortization of property, equipment and leasehold improvements21,009 26,893 (21.9 %)
Impairment related to sublease of leased propertyImpairment related to sublease of leased property477 — — %
Acquisition-related integration and transaction costs (1)
Acquisition-related integration and transaction costs (1)
2,427 4,059 (40.2 %)
Consolidated Adjusted EBITDA expensesConsolidated Adjusted EBITDA expenses$1,005,969 $918,927 9.5 %

 

2020

 

 

2019

 

 

Increase/(Decrease)

 

 

(in thousands)

 

 

 

 

 

Index Adjusted EBITDA expenses

 

$

250,002

 

 

$

250,749

 

 

$

(747

)

 

 

(0.3

%)

Index Adjusted EBITDA expenses
Index Adjusted EBITDA expenses344,842 317,802 8.5 %

Analytics Adjusted EBITDA expenses

 

 

340,884

 

 

 

344,812

 

 

 

(3,928

)

 

 

(1.1

%)

Analytics Adjusted EBITDA expenses341,081 328,212 328,212 3.9 3.9 %

All Other Adjusted EBITDA expenses

 

 

132,994

 

 

 

111,736

 

 

 

21,258

 

 

 

19.0

%

ESG and Climate Adjusted EBITDA expensesESG and Climate Adjusted EBITDA expenses195,890 167,217 17.1 %
All Other - Private Assets Adjusted EBITDA expensesAll Other - Private Assets Adjusted EBITDA expenses124,156 105,696 17.5 %

Consolidated Adjusted EBITDA expenses

 

 

723,880

 

 

 

707,297

 

 

 

16,583

 

 

 

2.3

%

Consolidated Adjusted EBITDA expenses$1,005,969 $$918,927 9.5 9.5 %

2016 Multi-Year PSUs grant payroll tax expense

 

 

-

 

 

 

15,389

 

 

 

(15,389

)

 

 

(100.0

%)

Amortization of intangible assets

 

 

56,941

 

 

 

49,410

 

 

 

7,531

 

 

 

15.2

%

Depreciation and amortization of property,

equipment and leasehold improvements

 

 

29,805

 

 

 

29,999

 

 

 

(194

)

 

 

(0.6

%)

Total operating expenses

 

$

810,626

 

 

$

802,095

 

 

$

8,531

 

 

 

1.1

%



________________

(1)Represents transaction expenses and other costs directly related to the acquisition and integration of acquired businesses, including professional fees, severance expenses, regulatory filing fees and other costs, in each case that are incurred no later than 12 months after the close of the relevant acquisition.
46

Table of Contents
Segment Results

The results for each of our threefour reportable segments for the years ended December 31, 20202023, and 20192022 are presented below:

Index Segment

The following table presents the results for the Index segment for the years indicated:

 

Years Ended

 

 

 

 

 

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

 

 

 

2020

 

 

2019

 

 

Increase/(Decrease)

 

 

(in thousands)

 

 

 

 

 

Years Ended
(in thousands)
(in thousands)
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)

Operating revenues:

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Recurring subscriptions
Recurring subscriptions

Recurring subscriptions

 

$

580,393

 

 

$

530,968

 

 

$

49,425

 

 

 

9.3

%

$814,582 $$729,710 11.6 11.6 %

Asset-based fees

 

 

399,771

 

 

 

361,927

 

 

 

37,844

 

 

 

10.5

%

Asset-based fees557,502 528,127 528,127 5.6 5.6 %

Non-recurring

 

 

36,331

 

 

 

28,042

 

 

 

8,289

 

 

 

29.6

%

Non-recurring79,731 45,372 45,372 75.7 75.7 %

Operating revenues total

 

 

1,016,495

 

 

 

920,937

 

 

 

95,558

 

 

 

10.4

%

Operating revenues total1,451,815 1,303,209 1,303,209 11.4 11.4 %
Adjusted EBITDA expenses
Adjusted EBITDA expenses

Adjusted EBITDA expenses

 

 

250,002

 

 

 

250,749

 

 

 

(747

)

 

 

(0.3

%)

344,842 317,802 317,802 8.5 8.5 %

Adjusted EBITDA

 

$

766,493

 

 

$

670,188

 

 

$

96,305

 

 

 

14.4

%

Adjusted EBITDA$1,106,973 $$985,407 12.3 12.3 %

Adjusted EBITDA margin %

 

 

75.4

%

 

 

72.8

%

 

 

 

 

 

 

 

 

Adjusted EBITDA margin %
Adjusted EBITDA margin %

Revenues related to

Index productsoperating revenues increased 10.4% to $1,016.5 million11.4% for the year ended December 31, 2020 compared to $920.9 million2023, driven by strong growth from both recurring subscriptions and non-recurring revenues, as well as growth from asset-based fees. Adjusting for the year ended December 31, 2019.

Revenues from recurring subscriptions were up 9.3% to $580.4 million for the year ended December 31, 2020 compared to $531.0 million for the year ended December 31, 2019. The increase was primarily driven by growth in market cap-weighted index products, strong growth in factor, ESG and climate and in custom index products. The impact of foreign currency exchange rate fluctuations, onIndex operating segment revenues would have increased 11.5%.

Revenues from recurring subscriptions was negligible.

Revenues from asset-based fees increased 10.5% to $399.8 million11.6% for the year ended December 31, 2020 compared to $361.9 million2023, primarily driven by strong growth from market cap-weighted Index products.

Operating revenues from asset-based fees increased 5.6% for the year ended December 31, 2019. The increase in asset-based fees was2023, primarily driven by growth in revenues from all of ourETFs linked to MSCI equity indexes and non-ETF indexed investment product categories, including an increasefunds linked to MSCI indexes, partially offset by a decrease in revenues from exchange traded futures and options contracts linked to MSCI indexes. Operating revenues from ETFs linked to MSCI equity indexes that wereincreased by 7.3%, primarily driven by price increases. Thean increase in revenues from asset-based fees was also driven by higheraverage AUM. Operating revenues from non-ETF indexed funds linked to MSCI indexes which wasincreased by 5.0%, primarily driven by price increases and an increase in average AUM. Revenuesbasis point fees. Operating revenues from ETFsexchange traded futures and options contracts linked to MSCI indexes also increased,decreased by 7.5%, driven by an 8.9% increase in average AUM in equity ETFs linked to MSCI indexes, partially offset by a change in fee levels of certain products as well as change in product mix. The impact of foreign currency exchange rate fluctuations onvolume decreases.
Operating revenues from asset-based fees was negligible.

Index segment Adjusted EBITDA expenses decreased 0.3% to $250.0 millionnon-recurring revenues increased 75.7% for the year ended December 31, 2020 compared to $250.7 million2023, primarily driven by fees for unlicensed usage of our content in historical periods, as well as growth in non-recurring licensed data products.

Index segment Adjusted EBITDA expenses increased 8.5% for the year ended December 31, 2019, reflecting lower2023, primarily driven by higher compensation expenses across selling and marketingall expense activity category,categories. The increase reflects higher incentive compensation and wages and salaries, partially offset by higher expenses across the G&A, cost of revenueslower severance and R&D expense activity categories.benefits costs. Adjusting for the impact of foreign currency exchange rate fluctuations, Index segment Adjusted EBITDA expenses would have increased 0.2% for the year ended December 31, 2020 compared to the year ended December 31, 2019.

8.3%.

Analytics Segment

The following table presents the results for the Analytics segment for the years indicated:

 

Years Ended

 

 

 

 

 

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

 

 

 

2020

 

 

2019

 

 

Increase/(Decrease)

 

 

(in thousands)

 

 

 

 

 

Years Ended
(in thousands)
(in thousands)
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)

Operating revenues:

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Recurring subscriptions
Recurring subscriptions

Recurring subscriptions

 

$

506,301

 

 

$

486,282

 

 

$

20,019

 

 

 

4.1

%

$603,291 $$567,004 6.4 6.4 %

Non-recurring

 

 

7,507

 

 

 

10,643

 

 

 

(3,136

)

 

 

(29.5

%)

Non-recurring12,665 9,103 9,103 39.1 39.1 %

Operating revenues total

 

 

513,808

 

 

 

496,925

 

 

 

16,883

 

 

 

3.4

%

Operating revenues total615,956 576,107 576,107 6.9 6.9 %
Adjusted EBITDA expenses
Adjusted EBITDA expenses

Adjusted EBITDA expenses

 

 

340,884

 

 

 

344,812

 

 

 

(3,928

)

 

 

(1.1

%)

341,081 328,212 328,212 3.9 3.9 %

Adjusted EBITDA

 

$

172,924

 

 

$

152,113

 

 

$

20,811

 

 

 

13.7

%

Adjusted EBITDA$274,875 $$247,895 10.9 10.9 %

Adjusted EBITDA margin %

 

 

33.7

%

 

 

30.6

%

 

 

 

 

 

 

 

 

Adjusted EBITDA margin %
Adjusted EBITDA margin %

47

Table of Contents
Analytics segmentoperating revenues increased 3.4% to $513.8 million6.9% for the year ended December 31, 2020 compared to $496.9 million for the year ended December 31, 2019,2023, primarily driven by growth infrom recurring subscriptions related to both Equity Analytics and Multi-Asset Class Analytics products. Adjusting for the impact of foreign currency exchange rate fluctuations, Analytics segmentoperating revenues would have increased 3.3%7.2%.
Analytics segment Adjusted EBITDA expenses increased 3.9% for the year ended December 31, 2020 compared to the year ended December 31, 2019.

Analytics segment Adjusted EBITDA expenses decreased 1.1% to $340.9 million for the year ended December 31, 2020 compared to $344.8 million for the year ended December 31, 2019,2023, primarily driven by lowerhigher compensation expenses across the cost of revenues, and R&D expense activity categories, partially offset by higher expenses across the selling and marketing and G&A expense activity categories.categories, partially offset by lower compensation expenses in the R&D expense activity category. The increase reflects higher incentive compensation and wages and salaries, partially offset by lower severance costs. Adjusting for the impact of foreign currency exchange rate fluctuations, Analytics segment Adjusted EBITDA expenses would have decreased 0.4%increased 3.7%.

ESG and Climate Segment
The following table presents the results for the ESG and Climate segment for the years indicated:
Years Ended
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)
Operating revenues:
Recurring subscriptions$282,351 $223,160 26.5 %
Non-recurring5,217 5,151 1.3 %
Operating revenues total287,568 228,311 26.0 %
Adjusted EBITDA expenses195,890 167,217 17.1 %
Adjusted EBITDA$91,678 $61,094 50.1 %
Adjusted EBITDA margin %31.9 %26.8 %
ESG and Climate operating revenues increased 26.0% for the year ended December 31, 2020 compared2023, primarily driven by strong growth from recurring subscriptions related to Ratings, Climate and Screening products. Adjusting for the impact of the acquisition of Trove and foreign currency exchange rate fluctuations, ESG and Climate operating revenues would have increased 24.8%.
ESG and Climate segment Adjusted EBITDA expenses increased 17.1% for the year ended December 31, 2019.

2023, primarily driven by higher compensation and non-compensation expenses across all expense activity categories. The increase reflects higher wages and salaries, incentive compensation, benefits and information technology costs. The increase was partially offset by increased capitalization of expenses related to internally developed software projects. Adjusting for the impact of the acquisition of Trove and foreign currency exchange rate fluctuations, ESG and Climate segment Adjusted EBITDA expenses would have increased 15.4%.

All Other – Private Assets Segment

The following table presents the results for the All Other – Private Assets segment which consists of the ESG and Real Estate product lines, for the years indicated:

 

Years Ended

 

 

 

 

 

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

 

 

 

2020

 

 

2019

 

 

Increase/(Decrease)

 

 

(in thousands)

 

 

 

 

 

Years Ended
(in thousands)
(in thousands)
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)

Operating revenues:

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Recurring subscriptions
Recurring subscriptions

Recurring subscriptions

 

$

161,481

 

 

$

136,790

 

 

$

24,691

 

 

 

18.1

%

$171,066 $$139,649 22.5 22.5 %

Non-recurring

 

 

3,606

 

 

 

3,144

 

 

 

462

 

 

 

14.7

%

Non-recurring2,515 1,322 1,322 90.2 90.2 %

Operating revenues total

 

 

165,087

 

 

 

139,934

 

 

 

25,153

 

 

 

18.0

%

Operating revenues total173,581 140,971 140,971 23.1 23.1 %
Adjusted EBITDA expenses
Adjusted EBITDA expenses

Adjusted EBITDA expenses

 

 

132,994

 

 

 

111,736

 

 

 

21,258

 

 

 

19.0

%

124,156 105,696 105,696 17.5 17.5 %

Adjusted EBITDA

 

$

32,093

 

 

$

28,198

 

 

$

3,895

 

 

 

13.8

%

Adjusted EBITDA$49,425 $$35,275 40.1 40.1 %

Adjusted EBITDA margin %

 

 

19.4

%

 

 

20.2

%

 

 

 

 

 

 

 

 

Adjusted EBITDA margin %
Adjusted EBITDA margin %

All Other segment– Private Assets operating revenues increased 18.0% to $165.1 million23.1% for the year ended December 31, 2020 compared to $139.9 million for the year ended December 31, 2019. The increase in All Other revenues was2023, primarily driven by a $20.7 million, or 22.8%revenues attributable to the acquisition of Burgiss as well as growth from recurring subscriptions related to Index Intel, Climate Insights, Property Intel and Real Capital Analytics (“RCA”), increase in ESG revenues to $111.4 million andpartially offset by a $4.5 million, or 9.0%, increase in Real Estate revenues to $53.7 million. The increase in ESG revenues was driven by strong growth in the Ratings, Climate and Screening products. The increase in Real Estate revenues was driven by growth in Enterprise Analytics and Global Intel products.unfavorable foreign currency exchange rate fluctuations. Adjusting for the impact of the acquisition of Burgiss and foreign currency exchange rate fluctuations, All Other – Private Assets operating revenues would have increased 17.7%, ESG revenues would have5.7%.
48

Table of Contents
All Other – Private Assets segment Adjusted EBITDA expenses increased 22.3% and Real Estate revenues would have increased 9.2%17.5% for the year ended December 31, 2020 compared to the year ended December 31, 2019.

All Other segment Adjusted EBITDA expenses increased 19.0% to $133.0 million for the year ended December 31, 2020 compared to $111.7 million for the year ended December 31, 2019,2023, primarily driven by higher compensation and non-compensation expenses attributable mostlyacross the R&D, cost of revenues and selling and marketing expense activity categories, partially offset by lower compensation and non-compensation expenses in the G&A expense activity category. The increase reflects higher wages and salaries, incentive compensation and higher information technology costs, partially offset by increased capitalization of expenses related to ESG operations.internally developed software projects. Adjusting for the impact of the acquisition of Burgiss and foreign currency exchange rate fluctuations,


All Other - Private Assets Adjusted EBITDA expenses would have increased 19.3% for the year ended December 31, 2020 compared to the year ended December 31, 2019.

decreased 4.3%.

Operating Metrics

Run Rate

“Run Rate” estimates at a particular point in time the annualized value of the recurring revenues under our client license agreements (“Client Contracts”) for the next 12 months, assuming all Client Contracts that come up for renewal, or reach the end of the committed subscription period, are renewed and assuming then-current currency exchange rates, subject to the adjustments and exclusions described below. For any Client Contract where fees are linked to an investment product’s assets or trading volume/fees, the Run Rate calculation reflects, for ETFs, the market value on the last trading day of the period, for futures and options, the most recent quarterly volumes and/or reported exchange fees, and for other non-ETF products, the most recent client-reported assets. Run Rate does not include fees associated with “one-time” and other non-recurring transactions. In addition, we add to Run Rate the annualized fee value of recurring new sales, whether to existing or new clients, when we execute Client Contracts, even though the license start date, and associated revenue recognition, may not be effective until a later date. We remove from Run Rate the annualized fee value associated with products or services under any Client Contract with respect to which we have received a notice of termination, non-renewal or non-renewalan indication the client does not intend to continue their subscription during the period and have determined that such notice evidences the client’s final decision to terminate or not renew the applicable products or services, even though such notice is not effective until a later date.

Changes in our recurring revenues typically lag changes in Run Rate. The actual amount of recurring revenues we will realize over the following 12 months will differ from Run Rate for numerous reasons, including:

fluctuations in revenues associated with new recurring sales;

fluctuations in revenues associated with new recurring sales;

modifications, cancellations and non-renewals of existing Client Contracts, subject to specified notice requirements;

modifications, cancellations and non-renewals of existing Client Contracts, subject to specified notice requirements;

differences between the recurring license start date and the date the Client Contract is executed due to, for example, contracts with onboarding periods or fee waiver periods;

differences between the recurring license start date and the date the Client Contract is executed due to, for example, contracts with onboarding periods or fee waiver periods;

fluctuations in asset-based fees, which may result from changes in certain investment products’ total expense ratios, market movements, including foreign currency exchange rates, or from investment inflows into and outflows from investment products linked to our indexes;

fluctuations in fees based on trading volumes of futures and options contractsfluctuations in asset-based fees, which may result from changes in certain investment products’ total expense ratios, market movements, including foreign currency exchange rates, or from investment inflows into and outflows from investment products linked to our indexes;

fluctuations in fees based on trading volumes of futures and options contracts linked to our indexes;

fluctuations in the number of hedge funds for which we provide investment information and risk analysis to hedge fund investors;

fluctuations in the number of hedge funds for which we provide investment information and risk analysis to hedge fund investors;

price changes or discounts;

price changes or discounts;

revenue recognition differences under U.S. GAAP, including those related to the timing of implementation and report deliveries for certain of our products and services;

revenue recognition differences under U.S. GAAP, including those related to the timing of implementation and report deliveries for certain of our products and services;

fluctuations in foreign currency exchange rates; and

fluctuations in foreign currency exchange rates; and

the impact of acquisitions and divestitures.


the impact of acquisitions and divestitures.

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The following table presents Run Rates by reportable segment as of the dates indicated and the growth percentages over the years indicated:

 

As of

 

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

 

 

2020

 

 

 

2019

 

 

Increase/(Decrease)

 

 

(in thousands)

 

 

 

As of
(in thousands)
(in thousands)
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)

Index:

 

 

 

 

 

 

 

 

 

 

 

 

Recurring subscriptions
Recurring subscriptions

Recurring subscriptions

 

$

618,391

 

 

$

559,257

 

 

 

10.6

%

$861,366 $$777,633 10.8 10.8 %

Asset-based fees

 

 

464,108

 

 

 

396,140

 

 

 

17.2

%

Asset-based fees590,872 514,253 514,253 14.9 14.9 %

Index total

 

 

1,082,499

 

 

 

955,397

 

 

 

13.3

%

Index total1,452,238 1,291,886 1,291,886 12.4 12.4 %

Analytics

 

 

555,145

 

 

 

526,845

 

 

 

5.4

%

All Other

 

 

194,816

 

 

 

152,247

 

 

 

28.0

%

Analytics
Analytics661,922 616,069 7.4 %
ESG and ClimateESG and Climate319,324 267,019 19.6 %
All Other - Private AssetsAll Other - Private Assets252,677 145,333 73.9 %

Total Run Rate

 

$

1,832,460

 

 

$

1,634,489

 

 

 

12.1

%

Total Run Rate$2,686,161 $$2,320,307 15.8 15.8 %

 

 

 

 

 

 

 

 

 

 

 

 

Recurring subscriptions total

 

$

1,368,352

 

 

$

1,238,349

 

 

 

10.5

%

Recurring subscriptions total
Recurring subscriptions total$2,095,289 $1,806,054 16.0 %
Asset-based fees
Asset-based fees

Asset-based fees

 

 

464,108

 

 

 

396,140

 

 

 

17.2

%

590,872 514,253 514,253 14.9 14.9 %

Total Run Rate

 

$

1,832,460

 

 

$

1,634,489

 

 

 

12.1

%

Total Run Rate$2,686,161 $$2,320,307 15.8 15.8 %

Total Run Rate grew 12.1% to $1,832.5 million as ofincreased 15.8% for the year ended December 31, 2020 compared to $1,634.5 million as of December 31, 2019. Recurring subscription Run Rate grew 10.5% to $1,368.4 million as of December 31, 2020 compared to $1,238.3 million as of December 31, 2019.2023, driven by a 16.0% increase from recurring subscriptions and by a 14.9% increase from asset-based fees. Adjusting for the impact of acquisitions and foreign currency exchange rate fluctuations, recurring subscriptionsubscriptions Run Rate would have increased 9.4% as of December 31, 2020 compared to December 31, 2019.

9.9%.

Run Rate from Index recurring subscriptions increased 10.8% for the year ended December 31, 2023, primarily driven by market cap-weighted products, custom Index products and special packages as well as factor, ESG and climate products. The increase reflected growth across all regions and client segments.
Run Rate from Index asset-based fees increased 17.2% to $464.1 million as of14.9% for the year ended December 31, 2020, from $396.1 million as of December 31, 2019,2023, primarily driven by higher AUM in equity ETFs linked to MSCI equity indexes higher prices in futures and options and higher prices in non-ETF indexed funds linked to MSCI indexes. Partially offsetting the impact of the increase in AUM in equity ETFs linked to MSCI indexes, was a change in fee levels of certain products as well as change in product mix, which was the primary driver of a decline in average basis point fees to 2.67 at December 31, 2020 from 2.82 at December 31, 2019. As of December 31, 2020, the value of AUM in equity ETFs linked to MSCI indexes was $1,103.6 billion, up $169.2 billion, or 18.1%, from $934.4 billion as of December 31, 2019. The increase of $169.2 billion consisted of market appreciation of $93.6 billionpartially offset by lower exchange traded futures and net inflows of $75.6 billion.

Index recurring subscription Run Rate grew 10.6% to $618.4 million as of December 31, 2020 compared to $559.3 million as of December 31, 2019, primarily driven by strong growth in market cap-weighted index products, custom and specialized index products and factor and ESG and climate index products.

options volume.

Run Rate from Analytics products increased 5.4% to $555.1 million as of7.4% for the year ended December 31, 2020 compared to $526.8 million as of December 31, 2019,2023, driven by growth in both Multi-Asset Class and Equity Analytics products.products and reflecting growth across all regions. Adjusting for the impact of foreign currency exchange rate fluctuations, Analytics Run Rate would have increased 4.0% as of December 31, 2020 compared to December 31, 2019.

7.2%.

Run Rate from All OtherESG and Climate products increased 28.0% to $194.8 million as of19.6% for the year ended December 31, 2020 compared to $152.2 million as of December 31, 2019. The $42.6 million increase was primarily driven by a $36.9 million, or 36.4%, increase in ESG Run Rate to $138.3 million, and a $5.7 million, or 11.2%, increase in Real Estate Run Rate to $56.5 million. The increase in ESG Run Rate was2023, primarily driven by strong growth in Ratings, Screening and Climate products. The increase in Real Estate Run Rate was driven by growth in both Enterprise Analytics and Global Intel products. Adjusting for the impact of the acquisition of Trove and foreign currency exchange rate fluctuations, ESG and Climate Run Rate would have increased 16.1%.
Run Rate from All Other - Private Assets increased 73.9% for the year ended December 31, 2023, and included $98.0 million associated with Burgiss. Excluding the impact of the acquisition of Burgiss, the growth was primarily driven by Index Intel, RCA and Performance Insights products as well as favorable foreign currency exchange rate fluctuations. This increase reflected growth across all regions. Adjusting for the impact of the acquisition of Burgiss and foreign currency exchange rate fluctuations, All Other - Private Assets Run Rate would have increased 23.9%, ESG Run Rate would have increased 32.6% and Real Estate Run Rate would have increased 6.6% as of December 31, 2020 compared to December 31, 2019.

4.9%.

Sales

Sales represents the annualized value of products and services clients commit to purchase from MSCI and will result in additional operating revenues. Non-recurring sales represent the actual value of the customer agreements entered into during the period and are not a component of Run Rate. New recurring subscription sales represent


additional selling activities, such as new customer agreements, additions to existing agreements or increases in price that occurred during the period and are additions to Run Rate. Subscription cancellations reflect client activities during the period, such as discontinuing products and services and/or reductions in price, resulting in reductions to Run Rate. Net new recurring subscription sales represent the amount of new recurring subscription sales net of subscription cancellations during the period, which reflects the net impact to Run Rate during the period.

50

Table of Contents

Total gross sales represent the sum of new recurring subscription sales and non-recurring sales. Total net sales represent the total gross sales net of the impact from subscription cancellations.

The following table presents our recurring subscription sales, cancellations and non-recurring sales by reportable segment for the years indicated:

Years Ended
(in thousands)
(in thousands)
(in thousands)
December 31,
2023
December 31,
2022
Increase/(Decrease)
New recurring subscription sales
Index
Index
Index$116,016 $109,699 5.8 %
AnalyticsAnalytics79,035 75,584 4.6 %
ESG and ClimateESG and Climate55,092 78,980 (30.2 %)
All Other - Private AssetsAll Other - Private Assets26,175 23,213 12.8 %
New recurring subscription sales totalNew recurring subscription sales total276,318 287,476 (3.9 %)
Subscription cancellations
Subscription cancellations
Subscription cancellations
Index
Index
Index(32,298)(27,103)19.2 %
AnalyticsAnalytics(34,675)(37,171)(6.7 %)
ESG and ClimateESG and Climate(10,923)(5,618)94.4 %
All Other - Private AssetsAll Other - Private Assets(15,337)(7,569)102.6 %
Subscription cancellations totalSubscription cancellations total(93,233)(77,461)20.4 %
Net new recurring subscription sales
Net new recurring subscription sales
Net new recurring subscription sales
Index
Index
Index83,718 82,596 1.4 %
AnalyticsAnalytics44,360 38,413 15.5 %
ESG and ClimateESG and Climate44,169 73,362 (39.8 %)
All Other - Private AssetsAll Other - Private Assets10,838 15,644 (30.7 %)
Net new recurring subscription sales totalNet new recurring subscription sales total183,085 210,015 (12.8 %)

 

Years Ended

 

 

 

 

 

December 31,

 

 

December 31,

 

 

 

 

 

Non-recurring sales

 

2020

 

 

2019

 

 

Increase/(Decrease)

 

Non-recurring sales

 

(in thousands)

 

 

 

New recurring subscription sales

 

 

 

 

 

 

 

 

 

 

 

 

Non-recurring sales
Index
Index

Index

 

$

85,411

 

 

$

78,325

 

 

 

9.0

%

87,775 57,560 57,560 52.5 52.5 %

Analytics

 

 

61,538

 

 

 

66,992

 

 

 

(8.1

%)

Analytics14,379 11,143 11,143 29.0 29.0 %

All Other

 

 

46,907

 

 

 

32,552

 

 

 

44.1

%

New recurring subscription sales total

 

 

193,856

 

 

 

177,869

 

 

 

9.0

%

Subscription cancellations

 

 

 

 

 

 

 

 

 

 

 

 

Index

 

 

(27,398

)

 

 

(21,767

)

 

 

25.9

%

Analytics

 

 

(40,003

)

 

 

(31,623

)

 

 

26.5

%

All Other

 

 

(8,380

)

 

 

(6,468

)

 

 

29.6

%

Subscription cancellations total

 

 

(75,781

)

 

 

(59,858

)

 

 

26.6

%

Net new recurring subscription sales

 

 

 

 

 

 

 

 

 

 

 

 

Index

 

 

58,013

 

 

 

56,558

 

 

 

2.6

%

Analytics

 

 

21,535

 

 

 

35,369

 

 

 

(39.1

%)

All Other

 

 

38,527

 

 

 

26,084

 

 

 

47.7

%

Net new recurring subscription sales total

 

 

118,075

 

 

 

118,011

 

 

 

0.1

%

Non-recurring sales

 

 

 

 

 

 

 

 

 

 

 

 

Index

 

 

41,463

 

 

 

30,262

 

 

 

37.0

%

Analytics

 

 

10,996

 

 

 

15,947

 

 

 

(31.0

%)

All Other

 

 

2,576

 

 

 

2,890

 

 

 

(10.9

%)

ESG and ClimateESG and Climate5,625 4,268 31.8 %
All Other - Private AssetsAll Other - Private Assets2,151 1,264 70.2 %

Non-recurring sales total

 

 

55,035

 

 

 

49,099

 

 

 

12.1

%

Non-recurring sales total109,930 74,235 74,235 48.1 48.1 %

Gross sales

 

 

 

 

 

 

 

 

 

 

 

 

Index

 

$

126,874

 

 

$

108,587

 

 

 

16.8

%

Index
Index$203,791 $167,259 21.8 %

Analytics

 

 

72,534

 

 

 

82,939

 

 

 

(12.5

%)

Analytics93,414 86,727 86,727 7.7 7.7 %

All Other

 

 

49,483

 

 

 

35,442

 

 

 

39.6

%

ESG and ClimateESG and Climate60,717 83,248 (27.1 %)
All Other - Private AssetsAll Other - Private Assets28,326 24,477 15.7 %

Total gross sales

 

$

248,891

 

 

$

226,968

 

 

 

9.7

%

Total gross sales$386,248 $$361,711 6.8 6.8 %
Net sales
Net sales

Net sales

 

 

 

 

 

 

 

 

 

 

 

 

Index

 

$

99,476

 

 

$

86,820

 

 

 

14.6

%

Index
Index$171,493 $140,156 22.4 %

Analytics

 

 

32,531

 

 

 

51,316

 

 

 

(36.6

%)

Analytics58,739 49,556 49,556 18.5 18.5 %

All Other

 

 

41,103

 

 

 

28,974

 

 

 

41.9

%

ESG and ClimateESG and Climate49,794 77,630 (35.9 %)
All Other - Private AssetsAll Other - Private Assets12,989 16,908 (23.2 %)

Total net sales

 

$

173,110

 

 

$

167,110

 

 

 

3.6

%

Total net sales$293,015 $$284,250 3.1 3.1 %

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Table of Contents
Retention Rate

Another key metric is our “Retention Rate.” The following table presents our Retention Rate by reportable segment and product category for the periods indicatedindicated:
IndexAnalytics
ESG and Climate (1)
All Other - Private Assets (2)
Total
2023
Three Months Ended March 31,96.4%94.0%96.1%92.1%95.2%
Three Months Ended June 30,95.8%95.2%96.9%92.8%95.5%
Three Months Ended September 30,96.2%95.1%96.0%91.3%95.4%
Three Months Ended December 31,(3)
95.0%93.1%94.7%88.8%93.6%
Year Ended December 31,(3)
95.8%94.4%95.9%90.4%94.7%
2022
Three Months Ended March 31,96.6%94.4%98.7%94.1%95.9%
Three Months Ended June 30,95.9%94.3%97.3%96.0%95.5%
Three Months Ended September 30,96.9%95.9%97.4%94.8%96.4%
Three Months Ended December 31,95.0%90.0%95.4%92.6%93.0%
Year Ended December 31,96.1%93.6%97.2%94.4%95.2%

(1)Includes Trove’s Run Rate commencing as of the acquisition date of November 1, 2023.
(2)Includes Burgiss’s Run Rate commencing as of the acquisition date of October 2, 2023.
(3)Retention rate for ESG and Climate excluding the impact of the acquisition of Trove was 94.7% and 95.9% for the yearsthree months and year ended December 31, 20202023, respectively. Retention rate for All Other – Private Assets excluding the impact of the acquisition of Burgiss was 88.6% and 2019:

91.2% for the three months and year ended December 31, 2023, respectively.

 

 

Index

 

 

Analytics

 

 

All Other

 

 

Total

 

2020

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Three Months Ended March 31,

 

 

96.3

%

 

 

93.7

%

 

 

94.6

%

 

 

95.0

%

Three Months Ended June 30,

 

 

94.7

%

 

 

92.0

%

 

 

94.1

%

 

 

93.5

%

Three Months Ended September 30,

 

 

95.0

%

 

 

93.8

%

 

 

95.1

%

 

 

94.5

%

Three Months Ended December 31,

 

 

94.4

%

 

 

90.1

%

 

 

94.2

%

 

 

92.6

%

Year Ended December 31,

 

 

95.1

%

 

 

92.4

%

 

 

94.5

%

 

 

93.9

%

2019

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Three Months Ended March 31,

 

 

96.5

%

 

 

93.7

%

 

 

95.9

%

 

 

95.2

%

Three Months Ended June 30,

 

 

97.1

%

 

 

94.2

%

 

 

93.9

%

 

 

95.5

%

Three Months Ended September 30,

 

 

96.0

%

 

 

93.6

%

 

 

96.8

%

 

 

95.0

%

Three Months Ended December 31,

 

 

93.0

%

 

 

92.8

%

 

 

92.7

%

 

 

92.9

%

Year Ended December 31,

 

 

95.7

%

 

 

93.6

%

 

 

94.8

%

 

 

94.7

%

Retention Rate is an important metric because subscription cancellations decrease our Run Rate and ultimately our future operating revenues over time. The annual Retention Rate represents the retained subscription Run Rate (subscription Run Rate at the beginning of the fiscal year less actual cancels during the year) as a percentage of the subscription Run Rate at the beginning of the fiscal year.

The Retention Rate for a non-annual period is calculated by annualizing the cancellations for which we have received a notice of termination or for which we believe there is an intention not to renew or discontinue the subscription during the non-annual period, and we believe that such notice or intention evidences the client’s final decision to terminate or not renew the applicable agreement, even though such notice is not effective until a later date. This annualized cancellation figure is then divided by the subscription Run Rate at the beginning of the fiscal year to calculate a cancellation rate. This cancellation rate is then subtracted from 100% to derive the annualized Retention Rate for the period.

For example, in the fourth quarter of 2020,2023, we recorded cancellations of $23.0 $30.6 million. To derive the Retention Rate for the fourth quarter, we annualized the actual cancellations during the quarter of $23.0$30.6 million to derive $92.1$122.2 million of annualized cancellations. This $92.1$122.2 million was then divided by the $1,238.3$1,904.2 million subscription Run Rate at the beginning of the year, which is adjusted to include Burgiss’ and Trove’s Run Rate as of the date of acquisition, to derive a cancellation rate of 7.4%6.4%. The 7.4%6.4% was then subtracted from 100.0% to derive a Retention Rate of 92.6%93.6% for the fourth quarter.

Retention Rate is computed by operating segment on a product/service-by-product/service basis. In general, if a client reduces the number of products or services to which it subscribes within a segment, or switches between products or services within a segment, we treat it as a cancellation for purposes of calculating our Retention Rate except in the case of a product or service switch that management considers to be a replacement product or service. In those replacement cases, only the net change to the client subscription, if a decrease, is reported as a cancel.cancellation. In the Analytics and the ESG and Climate operating segments, substantially all product or service switches are treated as replacement products or services and netted in this manner, while in our Index and Real EstateAssets operating segments, product or service switches that are treated as replacement products or services and receive netting treatment occur only in certain limited instances. In addition, we treat any reduction in fees resulting from a down-saledown-sell of the same product or service as a cancellation to the extent of the reduction. We do not calculate Retention Rate for that portion of our Run Rate attributable to assets in indexedindex-linked investment products or futures and options contracts, in each case, linked to our indexes.

For the year ended December 31, 2020, 30.4%2023, 32.8% of our cancellations occurred in the fourth quarter. In our product lines, Retention Rate is generally higher during the first three quarters and lower in the fourth quarter, as the fourth quarter is traditionally the largest renewal period in the year.


52


Table of Contents
Liquidity and Capital Resources

We require capital to fund ongoing operations, internal growth initiatives and acquisitions. Our primary sources of liquidity are cash flows generated from our operations, existing cash and cash equivalents and credit capacity under our existing credit facilities.facility. In addition, we believe we have access to additional funding in the public and private markets. We intend to use these sources of liquidity to, among other things, service our existing and future debt obligations, fund our working capital requirements for capital expenditures, investments, acquisitions and dividend payments, and make repurchases of our common stock. In connection with our business strategy, we regularly evaluate acquisition and strategic partnership opportunities. The Company used available cash to fund the acquisition of the remaining interest in Burgiss on October 2, 2023. We believe our liquidity, along with other financing alternatives, will provide the necessary capital to fund these transactions and achieve our planned growth.

Senior Notes and Credit Agreement

We have

As of December 31, 2023, we had an aggregate of $3,400.0$4,200.0 million in senior unsecured notes (collectively,Senior Notes outstanding. In addition, under the “Senior Notes”) outstanding and a $400.0 million undrawn RevolvingPrior Credit Agreement, with a syndicate of bankswe had as of December 31, 2020.2023: (i) an aggregate of $339.1 million in Tranche A Term Loans outstanding under the TLA Facility and (ii) $500 million of undrawn borrowing capacity under the Revolving Credit Facility. See Note 5, “Commitments and Contingencies,6, “Debt,” of the Notes to Consolidated Financial Statements included herein for additional information on our Senior Notesoutstanding indebtedness and Revolving Credit Facility.
On January 26, 2024, we entered into a Second Amended and Restated Credit Agreement (the “Credit Agreement”) amending and restating in its entirety the Prior Credit Agreement.

The Credit Agreement makes available an aggregate of $1,250.0 million of revolving loan commitments under the Revolving Credit Facility, which may be drawn until January 26, 2029. The Revolving Credit Facility under the Credit Agreement was drawn at closing in an amount sufficient to prepay all term loans outstanding under the TLA Facility under the Prior Credit Agreement. The obligations under the Credit Agreement are general unsecured obligations of the Company.

As of December 31, 2023, the Senior Notes and the RevolvingPrior Credit Agreement arewere fully and unconditionally, and jointly and severally, guaranteed by our direct or indirect wholly-ownedwholly owned domestic subsidiaries that account for more than 5% of our and our subsidiaries’ consolidated assets, other than certain excluded subsidiaries (the “subsidiary guarantors”). Amounts due underUpon the Revolvingclosing of the Credit Agreement are our andon January 26, 2024, the subsidiary guarantors’ senior unsecured obligationswere released from their guarantees under the Prior Credit Agreement and rank equally with the Senior Notes and any of our other unsecured, unsubordinated debt, senior to any of our subordinated debt and effectively subordinated to our secured debt to the extent of the assets securing such debt.

The indentures governing our Senior Notes (the “Indentures”).

The Indentures among us each of the subsidiary guarantors, and Computershare, National Association, as trustee and successor to Wells Fargo Bank, National Association, as trustee, contain covenants that limit our and certain of our subsidiaries’ ability to, among other things, incur liens, enter into sale/leaseback transactions and consolidate, merge or sell all or substantially all of our assets. In addition, the Indentures restrict our non-guarantor subsidiaries’ ability to create, assume, incur or guarantee additional indebtedness without such non-guarantor subsidiaries guaranteeing the Senior Notes on a pari passu basis.

The Revolving Credit Agreement contains affirmativeassets, and restrictive covenants that among other things, limit our ability and the ability of our existingsubsidiaries to incur certain additional indebtedness.

The Credit Agreement also contains covenants that limit our and our subsidiaries’ ability to, among other things, incur liens, enter into sale/leaseback transactions and consolidate, merge or futuresell all or substantially all of our assets, and that limit the ability of our subsidiaries to:

incur liens and further negative pledges;

to incur certain additional indebtedness.

incur additional indebtedness or prepay, redeem or repurchase indebtedness;

make loans or hold investments;

merge, dissolve, liquidate, consolidate with or into another person;

enter into acquisition transactions;

enter into sale/leaseback transactions;

issue disqualified capital stock;

sell, transfer or dispose of assets;

pay dividends or make other distributions in respect of our capital stock or engage in stock repurchases, redemptions and other restricted payments;

create new subsidiaries;

permit certain restrictions affecting our subsidiaries;

change the nature of our business, accounting policies or fiscal periods;


enter into any transactions with affiliates other than on an arm’s-length basis; and

amend our organizational documents or amend, modify or change the terms of certain agreements relating to our indebtedness.

The Revolving Credit Agreement and the Indentures also contain customary events of default, including those relating to non-payment, breach of representations, warranties or covenants, cross-default and cross-acceleration, and bankruptcy and insolvency events, and, in the case of the Credit Agreement, invalidity or impairment of loan documentation, or collateral, change of control and customary ERISA defaults.defaults in addition to the foregoing. None of the restrictions detailed above are expected to impact our ability to effectively operate the business.

The Revolving Credit Agreement also requires us and our subsidiaries to achieve financial and operating results sufficient to maintain compliance with the following financial ratios on a consolidated basis through the termination of the Revolving Credit Agreement: (1) the maximum Consolidated Leverage Ratio (as defined in the Revolving Credit Agreement) measured quarterly on a rolling four-quarter basis shall not to exceed 4.25:1.00 (or 4.50:1.00 for four fiscal quarters following a material acquisition) and (2) the minimum Consolidated Interest Coverage Ratio (as defined in the Revolving Credit Agreement) measured quarterly on a rolling four-quarter basis shall beof at least 4.00:1.00. As of December 31, 2020,2023, our Consolidated Leverage Ratio was 3.21:2.64:1.00 and our Consolidated Interest Coverage Ratio was 6.29:8.92:1.00.
As of December 31, 2020, there were no amounts drawn and outstanding under2023, the Revolving Credit Agreement.

Our non-guarantor subsidiaries under the Senior Notes consistand the Prior Credit Agreement consisted of: (i) domestic subsidiaries of the Company that accountaccounted for 5% or less of consolidated assets of the Company and its subsidiaries and (ii) any foreign or domestic subsidiary of the Company that iswas deemed to be a controlled foreign corporation within the meaning of Section 957 of the Internal Revenue Code of 1986, as amended. OurThe non-guarantor subsidiaries accounted for approximately $989.3$1,544.8 million, or 58.4%61.1%, of our total revenue for the trailing 12 months ended December 31, 2020,2023, approximately $351.7$745.3 million, or 39.8%53.8%, of our consolidated operating income for the trailing 12 months ended December 31, 2020,2023, and approximately $1,065.4$1,149.8 million, or 25.3%20.8%, of our consolidated total assets (excluding intercompany assets) and $756.9$1,055.2 million, or 16.3%16.9%, of our

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consolidated total liabilities, in each case as of December 31, 2020.

2023. Upon the closing of the Credit Agreement on January 26, 2024, the subsidiary guarantors were released from their guarantees under the Prior Credit Agreement and Indentures.

Share Repurchases

The

In 2022, our Board of Directors has approved a stock repurchase program for the purchase of shares of the Company’s common stock in the open market. See Note 10,11, “Shareholders’ Equity (Deficit),” of the Notes to Consolidated Financial Statements included herein for additional information on our stock repurchase program.

As of trade date February 5, 2021,8, 2024, a total of $1,728.8$845.7 million of authorization remained available onunder the share repurchase authorization.program. This authorization may be modified, suspended or terminated by the Board of Directors at any time without prior notice.

Cash Dividends

On September 17, 2014, our Board of Directors approved a plan to initiate a regular quarterly cash dividend to our shareholders. On October 30, 2014, we began paying regular quarterly cash dividends and have paid such dividends each quarter thereafter.

On January 25, 2021,29, 2024, the Board of Directors declared a quarterly cash dividend of $0.78$1.60 per share for the three months ending March 31, 2024. This reflects an increase of common stock to be paid15.9% over the quarterly cash dividend declared for the three months ended December 31, 2023. The first quarter 2024 dividend is payable on February 26, 202129, 2024 to shareholders of record as of the close of trading on February 19, 2021.

16, 2024.

Cash Flows

The following table presents the Company’s cash and cash equivalents, including restricted cash, as of the dates indicated:

 

 

As of

 

 

 

December 31,

 

 

December 31,

 

 

 

 

2020

 

 

 

2019

 

 

 

(in thousands)

 

Cash and cash equivalents

 

$

1,300,521

 

 

$

1,506,567

 

As of
(in thousands)
December 31,
2023
December 31,
2022
Cash and cash equivalents (includes restricted cash of $3,878 and
   $368 at December 31 2023 and December 31 2022, respectively)
$461,693 $993,564 


The following table presents the breakdown of the Company’s cash flows for the periods indicated:

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

 

2020

 

 

2019

 

 

(in thousands)

 

Years EndedYears Ended
(in thousands)(in thousands)
December 31,
2023
December 31,
2022

Net cash provided by operating activities

 

$

811,109

 

 

$

709,523

 

Net cash used in investing activities

 

 

(241,791

)

 

 

(71,937

)

Net cash used in financing activities

 

 

(779,038

)

 

 

(36,667

)

Net cash provided by (used in) financing activities

Effect of exchange rate changes

 

 

3,674

 

 

 

1,472

 

Net (decrease) increase in cash

 

$

(206,046

)

 

$

602,391

 

Net increase (decrease) in cash, cash equivalents and restricted cash

Cash and Cash Equivalents

Cash and cash equivalents were $1,300.5 million and $1,506.6 million as of December 31, 2020 and 2019, respectively.

We typically seek to maintain minimum cash balances globally of approximately $200.0$225.0 million to $250.0$275.0 million for general operating purposes but may maintain higher minimum cash balances while the COVID-19 pandemic continues to impact global economic markets.purposes. As of December 31, 20202023 and 2019, $423.42022, $285.2 million and $321.2$344.5 million, respectively, of the cash and cash equivalents were held by foreign subsidiaries. As a result of Tax Reform, we can now more efficiently access a significant portion of our cash held outside of the U.S. in the short-term without being subject to U.S. income taxes. Repatriation of some foreign cash may be subject to certain withholding taxes in local jurisdictions and other distribution restrictions. TheWe believe the global cash and cash equivalent balances that are maintained will be available to meet our global needs whether for general corporate purposepurposes or other needs, including acquisitions or expansion of our products.

Cash Flows From Operating Activities

Cash flows from operating activities consist of net income adjusted for certain non-cash items and changes in assets and liabilities. Cash provided by operating activities was $811.1 million and $709.5 million for the years ended December 31, 2020 and 2019, respectively. The year-over-year increasechange was primarily driven by higher cash collections from customers, partially offset by higher payments for income taxes, interesttax payments and cash expenses.

expenses, mainly reflecting higher cash compensation.

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Our primary uses of cash from operating activities are for the payment of cash compensation expenses, office rent,and benefits costs, income taxes, interest expense, information technology costs, professional fees, market data costs interest expenses and income taxes.office rent. Historically, the payment of cash for compensation and benefits is at its highest level in the first quarter when we pay discretionary employee compensation related to the previous fiscal year.

Cash Flows From Investing Activities

Cash used in investing activities was $241.8 million for the year ended December 31, 2020 compared to $71.9 million for the year ended December 31, 2019.

The year-over-year change was primarily driven by the $190.8 million investment in Burgiss.

acquisitions of Burgiss and Trove.

Cash Flows From Financing Activities

Cash used in financing activities was $779.0 million for the year ended December 31, 2020 compared to $36.7 million for the year ended December 31, 2019.

The year-over-year change was primarily driven by higher share repurchases, the impact of the 2024 Senior Notes Redemption and the 2025 Senior Notes Redemption,lower share repurchases, partially offset by the impact of new senior notes offerings made during the periods.

lower proceeds from borrowings.

We believe that global cash flows from operations, together with existing cash and cash equivalents and funds available under our existing revolving credit facility and our ability to access thebank debt, private debt and the capital markets for additional funds, will continue to be sufficient to fund our global operating activities and cash commitments for investing and financing activities, such as material capital expenditures and share repurchases, for at least the 12 months following issuance of this Form 10-K and for the foreseeable future thereafter. In addition, we expect that foreign cash flows from operations, together with existing cash and cash equivalents, will continue to be sufficient to fund our foreign operating activities and cash commitments for investing activities, such as material capital expenditures, for at least the 12 months following issuance of this Form 10-K and for the foreseeable future thereafter.


Contractual Obligations

Our contractual obligations consist primarily of our debt obligations arising from the issuance of the Senior Notes, Tranche A Term Loans, leases for office space, leases for equipment and other operating leases and obligations to vendors arising out of market data contracts. The following table summarizes our contractual obligations for the periods indicated as of December 31, 2020:

2023:
Years Ending December 31,
(in thousands)Total20242025202620272028Thereafter
Senior Notes(1)
5,349,198 155,875 155,875 155,875 155,875 155,875 4,569,823 
Tranche A Term Loans(2)
410,989 35,769 43,296 48,024 283,900 — — 
Operating leases162,415 27,167 26,010 23,976 17,913 17,346 50,003 
Vendor obligations189,060 78,799 43,000 35,058 30,515 1,648 40 
Other obligations(3)
17,927 7,968 9,959 — — — — 
Total contractual obligations$6,129,589 $305,578 $278,140 $262,933 $488,203 $174,869 $4,619,866 

 

 

 

 

 

 

Years Ending December 31,

 

 

 

 

 

(in thousands)

 

Total

 

 

2021

 

 

2022

 

 

2023

 

 

2024

 

 

2025

 

 

Thereafter

 

Senior Notes (1)

 

 

4,617,760

 

 

 

143,875

 

 

 

143,875

 

 

 

143,875

 

 

 

143,875

 

 

 

143,875

 

 

 

3,898,385

 

Operating leases

 

 

204,602

 

 

 

28,201

 

 

 

26,188

 

 

 

25,022

 

 

 

19,659

 

 

 

19,170

 

 

 

86,362

 

Vendor obligations

 

 

158,800

 

 

 

54,457

 

 

 

28,650

 

 

 

25,998

 

 

 

23,982

 

 

 

12,797

 

 

 

12,916

 

Other obligations (2)

 

 

19,391

 

 

 

 

 

 

 

 

 

 

 

 

1,465

 

 

 

7,967

 

 

 

9,959

 

Total contractual obligations

 

$

5,000,553

 

 

$

226,533

 

 

$

198,713

 

 

$

194,895

 

 

$

188,981

 

 

$

183,809

 

 

$

4,007,622

 

(1)(1)Includes the impact of payments for the principal amount on the Senior Notes due 2029, the Senior Notes due 2030, the 3.875% Senior Notes due 2031, the 3.625% Senior Notes due 2031 and the Senior Notes due 2033 plus interest based on the 4.000%, 3.625%, 3.875%, 3.625% and 3.250% coupon interest rates, respectively.

Includes the impact of payments for the principal amount on the $500.0 million aggregate principal amount of 4.750% senior unsecured notes due 2026 (the “2026 Senior Notes”), the 2027 Senior Notes, the 2029 Senior Notes, the 2030 Senior Notes and the 2031 Senior Notes plus interest based on the 4.75%, 5.375%, 4.00%, 3.625% and 3.875% coupon interest rates, respectively.

(2)(2)Includes the impact of payments for the principal amount as well as coupon interest payments at the interest rate in effect as of December 31, 2023 on the variable rate Tranche A Term Loans due 2027. On January 26, 2024, all Tranche A Term Loans under the TLA Facility of the Prior Credit Agreement were repaid in full from proceeds from the revolving credit facility under the Credit Agreement.

Primarily includes amounts payable related to the estimated Toll Charge. The Toll Charge is included within “Other non-current liabilities” in our Consolidated Statements of Financial Condition.

(3)Primarily includes amounts payable related to an estimated one-time tax on deemed repatriation of historic earnings of foreign subsidiaries (the “Toll Charge”) imposed after Tax Reform was enacted. The Toll Charge, to the extent it is payable in more than one year, is included within “Other non-current liabilities” in our Consolidated Statements of Financial Condition.
The obligations related to our uncertain tax positions, which are not considered material, have been excluded from the table above because of the uncertainty surrounding the timing and final amounts of any settlement.

Off-Balance Sheet Arrangements

At December 31, 2020 and 2019, we did not have any relationships with unconsolidated entities or financial partnerships, such as entities often referred to as structured finance or special purpose entities, which would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.

Recent Accounting Standards Updates

See Note 2, “Recent Accounting Standards Updates,” of the Notes to the Consolidated Financial Statements included herein for further information.

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Item 7A.

Item 7A.    Quantitative and Qualitative Disclosures About Market Risk

Foreign Currency Risk

We are subject to foreign currency exchange fluctuation risk. Exchange rate movements can impact the U.S. dollar-reported value of our revenues, expenses, assets and liabilities denominated in non-U.S. dollar currencies or where the currency of such items is different than the functional currency of the entity where these items were recorded.

We generally invoice our clients in U.S. dollars; however, we invoice a portion of our clients in Euros, British pounds sterling, Japanese yen and a limited number of other non-U.S. dollar currencies. For the years ended December 31, 20202023 and 2019, 14.1%2022, 16.7% and 13.5%15.9%, respectively, of our revenues were subject to foreign currency exchange rate risk and primarily included clients billed in foreign currency as well as U.S. dollar exposures on non-U.S. dollar foreign operating entities. Of the 14.1%16.7% of non-U.Snon-U.S. dollar exposure for the year ended December 31, 2020, 40.2%2023, 41.9% was in Euros, 27.2% was in Japanese yen and 24.6%32.5% was in British pounds sterling.sterling and 17.7% was in Japanese yen. Of the 13.5%15.9% of non-U.Snon-U.S. dollar exposure for the year ended December 31, 2019, 40.8%2022, 41.4% was in Euros, 26.9% was in Japanese yen and 23.1%30.4% was in British pounds sterling.

sterling and 18.8% was in Japanese yen.

Revenues from asset-based fee (“ABF”) productsfees represented 23.6%22.0% and 23.2%23.5% of operating revenues for the years ended December 31, 20202023 and 2019,2022, respectively. While a substantial portion of our asset-based fees for ABF products are invoiced in U.S. dollars, the fees are based on the assets in investment product’s assets,products, of which more thanapproximately three-fifths are invested in securities denominated in currencies other than the U.S. dollar. Accordingly, declines in such other


currencies against the U.S. dollar will decrease the fees payable to us under such licenses. In addition, declines in such currencies against the U.S. dollar could impact the attractiveness of such investment products resulting in net fund outflows, which would further reduce the fees payable under such licenses.

We are exposed to additional foreign currency risk in certain of our operating costs. Approximately 40.8%42.4% and 41.2%42.1% of our operating expenses for the years ended December 31, 20202023 and 2019,2022, respectively, were denominated in foreign currencies, the significant majority of which were denominated in British pounds sterling, Indian rupees, Euros, Hungarian forints, Euros, Hong Kong dollars,Mexican pesos and Swiss francs and Mexican pesos. Expenses incurred in foreign currency may increase as we expand our business outside the U.S.

francs.

We have certain monetary assets and liabilities denominated in currencies other than local functional amounts, and when these balances are remeasured into their local functional currency, either a gain or a loss results from the change of the value of the functional currency as compared to the originating currencies. We manage foreign currency exchange rate risk, in part, through the use of derivative financial instruments comprised principally of forward contracts on foreign currency which are not designated as hedging instruments for accounting purposes. The objective of the derivative instruments is to minimize the impact on the income statement of the volatility of amounts denominated in certain foreign currencies. We recognized total foreign currency exchange losses of $2.8$4.5 million for the year ended December 31, 20202023 and foreign currency exchange lossesgains of $4.0$0.5 million for the year ended December 31, 2019.

2022.
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Item 8.

Financial Statements and Supplementary Data

INDEX TO CONSOLIDATED FINANCIAL STATEMENTS

Consolidated Financial StatementsPage

Page

60

61

62

63

64

65


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REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

To the Board of Directors and Shareholders of MSCI Inc.

Opinions on the Financial Statements and Internal Control over Financial Reporting

We have audited the accompanying consolidated statements of financial condition of MSCI Inc. and its subsidiaries (the “Company”) as of December 31, 20202023 and 2019,2022, and the related consolidated statements of income, of comprehensive income, of shareholders' equity (deficit) and of cash flows for each of the three years in the period ended December 31, 2020,2023, including the related notes (collectively referred to as the “consolidated financial statements”). We also have audited the Company's internal control over financial reporting as of December 31, 2020,2023, based on criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).

In our opinion, the consolidated financial statements referred to above present fairly, in all material respects, the financial position of the Company as of December 31, 20202023 and 2019,2022, and the results of its operations and its cash flows for each of the three years in the period ended December 31, 20202023 in conformity with accounting principles generally accepted in the United States of America. Also in our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2020,2023, based on criteria established in Internal Control - Integrated Framework(2013) issued by the COSO.

Change in Accounting Principle

As discussed in Note 1 to the consolidated financial statements, the Company changed the manner in which it accounts for leases in 2019.

Basis for Opinions

The Company's management is responsible for these consolidated financial statements, for maintaining effective internal control over financial reporting, and for its assessment of the effectiveness of internal control over financial reporting, included in Management’s Annual Report on Internal Control Over Financial Reporting appearing under Item 9A. Our responsibility is to express opinions on the Company’s consolidated financial statements and on the Company's internal control over financial reporting based on our audits. We are a public accounting firm registered with the Public Company Accounting Oversight Board (United States) (PCAOB) and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audits to obtain reasonable assurance about whether the consolidated financial statements are free of material misstatement, whether due to error or fraud, and whether effective internal control over financial reporting was maintained in all material respects.

Our audits of the consolidated financial statements included performing procedures to assess the risks of material misstatement of the consolidated financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the consolidated financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the consolidated financial statements. Our audit of internal control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audits also included performing such other procedures as we considered necessary in the circumstances. We believe that our audits provide a reasonable basis for our opinions.

opinions.

As described in Management's Annual Report on Internal Control Over Financial Reporting, management has excluded The Burgiss Group, LLC and Trove Research Ltd from its assessment of internal control over financial reporting as of December 31, 2023, because they were acquired by the Company in purchase business combinations during 2023. We have also excluded The Burgiss Group, LLC and Trove Research Ltd from our audit of internal control over financial reporting. The Burgiss Group, LLC and Trove Research Ltd are wholly-owned subsidiaries whose total assets and total revenues excluded from management’s assessment and our audit of internal control over financial reporting collectively represent approximately 0.7% and 1.0%, respectively, of the related consolidated financial statement amounts as of and for the year ended December 31, 2023.
Definition and Limitations of Internal Control over Financial Reporting

A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (iii) provide reasonable


assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial statementsstatements.

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Table of Contents.

Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.

deteriorate.

Critical Audit Matters

The critical audit mattermatters communicated below is a matterare matters arising from the current period audit of the consolidated financial statements that waswere communicated or required to be communicated to the audit committee and that (i) relatesrelate to accounts or disclosures that are material to the consolidated financial statements and (ii) involved our especially challenging, subjective, or complex judgments. The communication of critical audit matters does not alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit mattermatters below, providing a separate opinionopinions on the critical audit mattermatters or on the accounts or disclosures to which it relates.

Unrecognized tax benefits

they relate.

Revenue Recognition - Recurring Subscriptions, Asset-Based Fees, and Non-Recurring Revenues
As described in Note 11Notes 1 and 3 to the consolidated financial statements, the Company has $16.6 millionrecognized operating revenues of gross unrecognized tax benefits as of$2.4 billion for the year ended December 31, 2020. Management regularly assesses2023, related to recurring subscriptions, asset-based fees, and non-recurring revenues from the likelihood of additional assessmentsIndex, Analytics, and ESG and Climate segments. Recurring subscription revenues represent fees earned from clients primarily under renewable contracts or agreements and are generally paid annually in eachadvance and recognized in most cases ratably over the term of the taxing jurisdictions in which it files income tax returns. Once unrecognized tax benefitslicense or service pursuant to the contract terms. Asset-based fees are established, management adjusts unrecognized tax benefits only when more information is available or when an event occurs necessitating a change. As part of management’s periodic review of unrecognized tax benefits andprincipally recognized based on newthe estimated assets under management (AUM) linked to the Company's indexes from independent third-party sources or the most recently reported information regardingprovided by the status of federalclient. Asset-based fees also include revenues related to futures and state examinations,options contracts linked to the Company’s unrecognized tax benefitsindexes, which are remeasured. The Company is under examination byprimarily based on trading volumes and fee levels. Asset-based fees are generally variable based upon AUM or the Internal Revenue Service (“IRS”)volume of trades or fee levels and other tax authoritiesare generally billed quarterly in certain jurisdictions, including foreign jurisdictions, such as the United Kingdom, Switzerlandarrears. Non-recurring revenues primarily represent fees earned on products and India, and states in whichservices where the Company has significant operations,typically does not have renewal clauses within the contract. Examples of such as New York. The tax years currently under examination vary by jurisdiction butproducts and services include years ranging from 2007 through 2019.

one-time license fees, certain derivative financial products, certain implementation services, historical data sets and, occasionally, fees for unlicensed usage of content in historical periods. Based on the nature of the services provided, non-recurring revenues are generally billed either in advance or after delivery and recognized point in time or over the service period.

The principal considerations for our determination that performing procedures relating to unrecognized tax benefitsrevenue recognition for recurring subscriptions, asset-based fees, and non-recurring revenues is a critical audit matter are the significant audit effort in performing procedures and evaluating audit evidence related to the Company’s revenue recognition.
Addressing the matter involved performing procedures and evaluating audit evidence in connection with forming our overall opinion on the consolidated financial statements. These procedures included testing the effectiveness of controls relating to revenue recognition, including controls over revenue transactions recognized as recurring subscriptions, asset-based fees, and non-recurring revenues. These procedures also included, among others, testing a sample of revenue transactions by obtaining and inspecting source documents which included (i) sales contracts or agreements, invoices, and cash receipts, where applicable, for recurring subscriptions and non-recurring revenues, and (ii) sales contracts or agreements, invoices, and cash receipts, where applicable, and AUM data from independent third-party sources or information provided by the Company’s customers, where applicable, to recalculate revenue recognized for asset-based fees.
Acquisition of The Burgiss Group, LLC - Valuation of Customer Relationships and Proprietary Data Intangible Assets
As described in Note 5 to the consolidated financial statements, in October 2023 the Company completed the acquisition of the remaining 66.4% interest in The Burgiss Group, LLC for an aggregate cash purchase price of $696.8 million. Of the acquired intangible assets, $229.9 million of proprietary data and $179.9 million of customer relationships were recorded. The fair values of acquired intangible assets were determined using the relief from royalty method for proprietary data and the multi-period excess earnings method for customer relationships. The significant assumptions used to estimate the fair value of the acquired customer relationships and proprietary data included forecasted cash flows and discount rates.
The principal considerations for our determination that performing procedures relating to the valuation of customer relationships and proprietary data intangible assets acquired in the The Burgiss Group, LLC acquisition is a critical audit matter are (i) the significant judgment by management when determining unrecognized tax benefits including a high degreedeveloping the fair value estimate of estimation uncertainty relative to the numerouscustomer relationships and complex tax laws, frequency of tax examinations, and the nature of intercompany transactions and tax positions;proprietary data intangible assets acquired; (ii) a high degree of auditor judgment, effort,subjectivity, and subjectivityeffort in performing procedures and evaluating management’s significant assumptions related to evaluate the timely identificationcertain forecasted cash flows assumptions and accurate measurement of unrecognized tax benefits;discount rates; and (iii) the evaluation of audit evidence available to support the unrecognized tax benefits is complex and required significant auditor judgment as the nature of the evidence is often highly subjective; and (iv) the audit effort involved the use of professionals with specialized skill and knowledge.

Addressing the matter involved performing procedures and evaluating audit evidence in connection with forming our overall opinion on the consolidated financial statements. These procedures included testing the effectiveness of controls relating to the identification and recognitionacquisition accounting, including controls over management’s valuation of the unrecognized tax benefits, including controls relating to the completeness of balancescustomer relationships and measurement of the unrecognized tax benefits.proprietary data intangible assets. These procedures also included, among others (i) reading the purchase agreement and (ii) testing management’s process for developing the information used in the calculationfair value estimate of the unrecognized tax benefits, including intercompany agreements, international, federalcustomer relationships and state filing positions,proprietary data acquired. Testing management’s process included (i) evaluating the appropriateness of the relief
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from royalty and reviewing the final tax returns;multi-period excess valuation methods used by management; (ii) testing the calculationcompleteness and accuracy of data provided by management; and (iii) evaluating the reasonableness of the unrecognized tax benefits, including management’s assessmentsignificant assumptions used by management related to certain forecasted cash flows assumptions and discount rates. Evaluating the reasonableness of certain forecasted cash flows assumptions for customer relationships and proprietary data involved considering (i) the company specific factors and the past performance of the technical merits of tax positionsacquired business; (ii) the consistency with external market and estimatesindustry data; and (iii) whether the assumptions were consistent with evidence obtained in other areas of the amount of tax benefit expected to be sustained; (iii) testing the completeness of management’s assessment of both the identification of uncertain tax positions and possible outcomes of each uncertain tax position; and (iv) evaluating the status and results of income tax audits with the relevant tax authorities.audit. Professionals with specialized skill and knowledge were used to assist in evaluating the evaluationappropriateness of the completenessrelief from royalty and measurement of the Company’s unrecognized tax benefits, including evaluatingmulti-period excess valuation methods and the reasonableness of management’s assessment of whether tax positions are more-likely-than-not of being sustainedcertain significant assumptions related to the forecasted cash flows and the amount of potential benefit to be realized, the application of relevant tax laws, and estimated interest and penalties.

discount rate assumptions.

/s/ PricewaterhouseCoopers LLP

New York, New York

February 12, 2021

9, 2024

We have served as the Company’s auditor since 2014.


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MSCI INC.

CONSOLIDATED STATEMENTS OF FINANCIAL CONDITION

 

As of

 

 

December 31,

 

 

December 31,

 

 

2020

 

 

2019

 

 

(In thousands, except per share and share data)

 

As ofAs of
(In thousands, except per share and share data)(In thousands, except per share and share data)December 31, 2023December 31, 2022

ASSETS

 

 

 

 

 

 

 

 

Current assets:

 

 

 

 

 

 

 

 

Cash and cash equivalents

 

$

1,300,521

 

 

$

1,506,567

 

Accounts receivable, net of allowances

 

 

558,569

 

 

 

499,268

 

Current assets:
Current assets:
Cash and cash equivalents (includes restricted cash of $3,878 and $368 at December 31, 2023 and December 31, 2022, respectively)
Cash and cash equivalents (includes restricted cash of $3,878 and $368 at December 31, 2023 and December 31, 2022, respectively)
Cash and cash equivalents (includes restricted cash of $3,878 and $368 at December 31, 2023 and December 31, 2022, respectively)
Accounts receivable (net of allowances of $3,968 and $2,652 at December 31, 2023 and December 31, 2022, respectively)

Prepaid income taxes

 

 

20,097

 

 

 

31,590

 

Prepaid and other assets

 

 

46,411

 

 

 

44,352

 

Total current assets

 

 

1,925,598

 

 

 

2,081,777

 

Property, equipment and leasehold improvements, net
Property, equipment and leasehold improvements, net

Property, equipment and leasehold improvements, net

 

 

80,446

 

 

 

90,708

 

Right of use assets

 

 

153,330

 

 

 

166,406

 

Goodwill

 

 

1,566,022

 

 

 

1,562,868

 

Intangible assets, net

 

 

234,748

 

 

 

261,487

 

Equity method investment

 

 

190,898

 

 

 

 

Deferred tax assets

 

 

23,627

 

 

 

20,911

 

Other non-current assets

 

 

23,978

 

 

 

20,282

 

Total assets

 

$

4,198,647

 

 

$

4,204,439

 

 

 

 

 

 

 

 

 

LIABILITIES AND SHAREHOLDERS' EQUITY

 

 

 

 

 

 

 

 

LIABILITIES AND SHAREHOLDERS' EQUITY (DEFICIT)
LIABILITIES AND SHAREHOLDERS' EQUITY (DEFICIT)
LIABILITIES AND SHAREHOLDERS' EQUITY (DEFICIT)

Current liabilities:

 

 

 

 

 

 

 

 

Current liabilities:
Current liabilities:
Accounts payable
Accounts payable

Accounts payable

 

$

14,253

 

 

$

6,498

 

Income taxes payable

 

 

26,195

 

 

 

14,210

 

Accrued compensation and related benefits

 

 

161,557

 

 

 

166,273

 

Current portion of long-term debt

Other accrued liabilities

 

 

143,894

 

 

 

139,149

 

Deferred revenue

 

 

675,870

 

 

 

574,656

 

Total current liabilities

 

 

1,021,769

 

 

 

900,786

 

Long-term debt
Long-term debt

Long-term debt

 

 

3,366,777

 

 

 

3,071,926

 

Long-term operating lease liabilities

 

 

152,342

 

 

 

164,144

 

Deferred tax liabilities

 

 

12,774

 

 

 

66,639

 

Other non-current liabilities

 

 

88,219

 

 

 

77,658

 

Total liabilities

 

 

4,641,881

 

 

 

4,281,153

 

 

 

 

 

 

 

 

 

Commitments and Contingencies (see Note 5 and Note 9)

 

 

 

 

 

 

 

 

Commitments and Contingencies (see Note 6 and Note 10)
Commitments and Contingencies (see Note 6 and Note 10)
Commitments and Contingencies (see Note 6 and Note 10)

 

 

 

 

 

 

 

 

Shareholders' equity (deficit):

 

 

 

 

 

 

 

 

Shareholders' equity (deficit):
Shareholders' equity (deficit):

Preferred Stock (par value $0.01, 100,000,000 shares authorized,

0 shares issued)

 

 

 

 

 

 

Common stock (par value $0.01; 750,000,000 common shares authorized;

132,829,175 and 132,419,412 common shares issued and 82,573,407

and 84,794,930 common shares outstanding at December 31, 2020

and December 31, 2019, respectively)

 

 

1,328

 

 

 

1,324

 

Treasury shares, at cost (50,255,768 and 47,624,482 common shares held

at December 31, 2020 and December 31, 2019, respectively)

 

 

(4,342,535

)

 

 

(3,565,784

)

Additional paid-in capital

 

 

1,402,537

 

 

 

1,351,031

 

Preferred Stock (par value $0.01, 100,000,000 shares authorized, 0 shares issued)
Preferred Stock (par value $0.01, 100,000,000 shares authorized, 0 shares issued)
Common stock (par value $0.01; 750,000,000 common shares authorized; 133,817,332
and 133,623,005 common shares issued and 79,091,212 and 79,959,989 common
shares outstanding at December 31, 2023 and December 31, 2022, respectively)
Treasury shares, at cost (54,726,120 and 53,663,016 common shares held at December 31, 2023
and December 31, 2022, respectively)
Additional paid in capital

Retained earnings

 

 

2,554,295

 

 

 

2,199,294

 

Accumulated other comprehensive loss

 

 

(58,859

)

 

 

(62,579

)

Total shareholders' equity (deficit)

 

 

(443,234

)

 

 

(76,714

)

Total liabilities and shareholders' equity (deficit)

 

$

4,198,647

 

 

$

4,204,439

 

Total liabilities and shareholders' equity (deficit)
Total liabilities and shareholders' equity (deficit)

See Notes to Consolidated Financial Statements.


61


Table of Contents
MSCI INC.

CONSOLIDATED STATEMENTS OF INCOME

 

Years Ended

 

Years EndedYears Ended
(In thousands, except per share data)(In thousands, except per share data)December 31, 2023December 31, 2022December 31, 2021
Operating revenues

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

2020

 

 

 

2019

 

 

2018

 

 

(In thousands, except per share data)

 

Operating revenues

 

$

1,695,390

 

 

$

1,557,796

 

 

$

1,433,984

 

Operating expenses:

 

 

 

 

 

 

 

 

 

 

 

 

Cost of revenues

 

 

291,704

 

 

 

294,961

 

 

 

287,335

 

Operating expenses:
Operating expenses:
Cost of revenues (exclusive of depreciation and amortization)
Cost of revenues (exclusive of depreciation and amortization)
Cost of revenues (exclusive of depreciation and amortization)

Selling and marketing

 

 

216,496

 

 

 

219,298

 

 

 

192,923

 

Research and development

 

 

101,053

 

 

 

98,334

 

 

 

81,411

 

General and administrative

 

 

114,627

 

 

 

110,093

 

 

 

99,882

 

Amortization of intangible assets

 

 

56,941

 

 

 

49,410

 

 

 

54,189

 

Depreciation and amortization of property, equipment and

leasehold improvements

 

 

29,805

 

 

 

29,999

 

 

 

31,346

 

Total operating expenses

 

 

810,626

 

 

 

802,095

 

 

 

747,086

 

 

 

 

 

 

 

 

 

 

 

 

 

Operating income

 

 

884,764

 

 

 

755,701

 

 

 

686,898

 

Operating income
Operating income
Interest income
Interest income

 

 

 

 

 

 

 

 

 

 

 

 

Interest income

 

 

(5,030

)

 

 

(16,403

)

 

 

(19,669

)

Interest expense

 

 

156,324

 

 

 

148,041

 

 

 

133,114

 

Gain on remeasurement of equity method investment

Other expense (income)

 

 

47,245

 

 

 

20,745

 

 

 

(56,443

)

 

 

 

 

 

 

 

 

 

 

 

 

Other expense (income), net

 

 

198,539

 

 

 

152,383

 

 

 

57,002

 

Other expense (income), net
Other expense (income), net
Income before provision for income taxes
Income before provision for income taxes

 

 

 

 

 

 

 

 

 

 

 

 

Income before provision for income taxes

 

 

686,225

 

 

 

603,318

 

 

 

629,896

 

Provision for income taxes

 

 

84,403

 

 

 

39,670

 

 

 

122,011

 

Net income

 

$

601,822

 

 

$

563,648

 

 

$

507,885

 

 

 

 

 

 

 

 

 

 

 

 

 

Earnings per basic common share

 

$

7.19

 

 

$

6.66

 

 

$

5.83

 

 

 

 

 

 

 

 

 

 

 

 

 

Earnings per diluted common share

 

$

7.12

 

 

$

6.59

 

 

$

5.66

 

Earnings per share:

 

 

 

 

 

 

 

 

 

 

 

 

Weighted average shares outstanding used in computing

earnings per share:

 

 

 

 

 

 

 

 

 

 

 

 

Earnings per share:
Earnings per share:
Basic
Basic

Basic

 

 

83,716

 

 

 

84,644

 

 

 

87,179

 

Diluted

 

 

84,517

 

 

 

85,536

 

 

 

89,701

 

Weighted average shares outstanding:
Weighted average shares outstanding:
Weighted average shares outstanding:
Basic
Basic
Basic
Diluted

See Notes to Consolidated Financial Statements.


62


Table of Contents
MSCI INC.

CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME

Years EndedYears Ended
(In thousands)(In thousands)December 31, 2023December 31, 2022December 31, 2021
Net income
Other comprehensive income (loss):
Foreign currency translation adjustments
Foreign currency translation adjustments
Foreign currency translation adjustments
Income tax effect
Foreign currency translation adjustments, net

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

Pension and other post-retirement adjustments

 

2020

 

 

2019

 

 

2018

 

 

(in thousands)

 

Net income

 

$

601,822

 

 

$

563,648

 

 

$

507,885

 

Other comprehensive income (loss):

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Foreign currency translation adjustments

 

 

4,771

 

 

 

2,037

 

 

 

(14,113

)

Income tax effect

 

 

(62

)

 

 

(776

)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Foreign currency translation adjustments, net

 

 

4,709

 

 

 

1,261

 

 

 

(14,113

)

Pension and other post-retirement adjustments

 

 

 

 

 

 

 

 

 

 

 

 

Pension and other post-retirement adjustments

 

 

(1,675

)

 

 

(6,477

)

 

 

2,351

 

Income tax effect

 

 

686

 

 

 

1,036

 

 

 

(227

)

 

 

 

 

 

 

 

 

 

 

 

 

Pension and other post-retirement adjustments, net

 

 

(989

)

 

 

(5,441

)

 

 

2,124

 

 

 

 

 

 

 

 

 

 

 

 

 

Net investment hedge adjustments

 

 

 

 

 

 

 

 

1,937

 

Income tax effect

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Net investment hedge adjustments, net

 

 

 

 

 

 

 

 

1,937

 

 

 

 

 

 

 

 

 

 

 

 

 

Other comprehensive income (loss), net of tax

 

 

3,720

 

 

 

(4,180

)

 

 

(10,052

)

Other comprehensive (loss) income, net of tax
Other comprehensive (loss) income, net of tax
Other comprehensive (loss) income, net of tax

 

 

 

 

 

 

 

 

 

 

 

 

Comprehensive income

 

$

605,542

 

 

$

559,468

 

 

$

497,833

 

Comprehensive income
Comprehensive income

See Notes to Consolidated Financial Statements.


63


Table of Contents
MSCI INC.

CONSOLIDATED STATEMENTS OF SHAREHOLDERS’ EQUITY (DEFICIT)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Accumulated

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Additional

 

 

 

 

 

 

Other

 

 

 

 

 

 

Common

 

 

Treasury

 

 

Paid-in

 

 

Retained

 

 

Comprehensive

 

 

 

 

 

 

Stock

 

 

Stock

 

 

Capital

 

 

Earnings

 

 

Income (Loss)

 

 

Total

 

 

(in thousands)

 

Balance at December 31, 2017

 

$

1,295

 

 

$

(2,321,989

)

 

$

1,264,849

 

 

$

1,505,204

 

 

$

(48,347

)

 

$

401,012

 

(in thousands)
(in thousands)
(in thousands)
Balance at December 31, 2020
Balance at December 31, 2020
Balance at December 31, 2020

Net income

 

 

 

 

 

��

 

 

 

 

 

 

 

 

507,885

 

 

 

 

 

 

 

507,885

 

ASC Topic 606 Retained Earnings Adjustment

 

 

 

 

 

 

 

 

 

 

 

 

 

 

16,135

 

 

 

 

 

 

 

16,135

 

Dividends declared ($1.92 per common share)

 

 

 

 

 

 

(77

)

 

 

119

 

 

 

(172,273

)

 

 

 

 

 

 

(172,231

)

Net income
Net income
Dividends declared ($3.64 per common share)
Dividends declared ($3.64 per common share)
Dividends declared ($3.64 per common share)
Dividends paid in shares
Dividends paid in shares
Dividends paid in shares

Other comprehensive income (loss), net of tax

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(10,052

)

 

 

(10,052

)

Other comprehensive income (loss), net of tax
Other comprehensive income (loss), net of tax
Shares withheld for tax withholding
Shares withheld for tax withholding
Shares withheld for tax withholding

Common stock issued

 

 

5

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

5

 

Compensation payable in common stock

and options

 

 

 

 

 

 

 

 

 

 

40,838

 

 

 

 

 

 

 

 

 

 

 

40,838

 

Common stock issued
Common stock issued
Compensation payable in common stock
Compensation payable in common stock
Compensation payable in common stock
Common stock repurchased and held in treasury
Common stock repurchased and held in treasury

Common stock repurchased and held in treasury

 

 

 

 

 

 

(949,888

)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(949,888

)

Common stock issued to Directors and

(held in)/released from treasury

 

 

 

 

 

 

(820

)

 

 

17

 

 

 

 

 

 

 

 

 

 

 

(803

)

Exercise of stock options

 

 

 

 

 

 

 

 

 

 

605

 

 

 

 

 

 

 

 

 

 

 

605

 

Common stock issued to Directors and
(held in)/released from treasury
Common stock issued to Directors and
(held in)/released from treasury

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Balance at December 31, 2018

 

$

1,300

 

 

$

(3,272,774

)

 

$

1,306,428

 

 

$

1,856,951

 

 

$

(58,399

)

 

$

(166,494

)

Balance at December 31, 2021
Balance at December 31, 2021
Balance at December 31, 2021

Net income

 

 

 

 

 

 

 

 

 

 

 

 

 

 

563,648

 

 

 

 

 

 

 

563,648

 

Dividends declared ($2.52 per common share)

 

 

 

 

 

 

 

 

 

 

230

 

 

 

(221,305

)

 

 

 

 

 

 

(221,075

)

Net income
Net income
Dividends declared ($4.58 per common share)
Dividends declared ($4.58 per common share)
Dividends declared ($4.58 per common share)
Dividends paid in shares
Dividends paid in shares
Dividends paid in shares

Other comprehensive income (loss), net of tax

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(4,180

)

 

 

(4,180

)

Other comprehensive income (loss), net of tax
Other comprehensive income (loss), net of tax
Shares withheld for tax withholding
Shares withheld for tax withholding
Shares withheld for tax withholding

Common stock issued

 

 

23

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

23

 

Compensation payable in common stock

and options

 

 

 

 

 

 

 

 

 

 

41,138

 

 

 

 

 

 

 

 

 

 

 

41,138

 

Common stock issued
Common stock issued
Compensation payable in common stock
Compensation payable in common stock
Compensation payable in common stock
Common stock repurchased and held in treasury
Common stock repurchased and held in treasury

Common stock repurchased and held in treasury

 

 

 

 

 

 

(292,075

)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(292,075

)

Common stock issued to Directors and

(held in)/released from treasury

 

 

 

 

 

 

(935

)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(935

)

Exercise of stock options

 

 

1

 

 

 

 

 

 

 

3,235

 

 

 

 

 

 

 

 

 

 

 

3,236

 

Common stock issued to Directors and
(held in)/released from treasury
Common stock issued to Directors and
(held in)/released from treasury

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Balance at December 31, 2019

 

$

1,324

 

 

$

(3,565,784

)

 

$

1,351,031

 

 

$

2,199,294

 

 

$

(62,579

)

 

$

(76,714

)

Balance at December 31, 2022
Balance at December 31, 2022
Balance at December 31, 2022

Net income

 

 

 

 

 

 

 

 

 

 

 

 

 

 

601,822

 

 

 

 

 

 

 

601,822

 

Cumulative-effect adjustment

 

 

 

 

 

 

 

 

 

 

 

 

 

 

631

 

 

 

 

 

 

 

631

 

Dividends declared ($2.92 per common share)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(247,452

)

 

 

 

 

 

 

(247,452

)

Net income
Net income
Dividends declared ($5.52 per common share)
Dividends declared ($5.52 per common share)
Dividends declared ($5.52 per common share)
Dividends paid in shares
Dividends paid in shares

Dividends paid in shares

 

 

 

 

 

 

 

 

 

 

186

 

 

 

 

 

 

 

 

 

 

 

186

 

Other comprehensive income (loss), net of tax

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

3,720

 

 

 

3,720

 

Other comprehensive income (loss), net of tax
Other comprehensive income (loss), net of tax
Shares withheld for tax withholding
Shares withheld for tax withholding
Shares withheld for tax withholding
Common stock issued
Common stock issued

Common stock issued

 

 

4

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

4

 

Compensation payable in common stock

 

 

 

 

 

 

 

 

 

 

51,320

 

 

 

 

 

 

 

 

 

 

 

51,320

 

Compensation payable in common stock
Compensation payable in common stock
Common stock repurchased and held in treasury
Common stock repurchased and held in treasury

Common stock repurchased and held in treasury

 

 

 

 

 

 

(778,519

)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(778,519

)

Common stock issued to Directors and

(held in)/released from treasury

 

 

 

 

 

 

1,768

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

1,768

 

Common stock issued to Directors and
(held in)/released from treasury
Common stock issued to Directors and
(held in)/released from treasury

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Balance at December 31, 2020

 

$

1,328

 

 

$

(4,342,535

)

 

$

1,402,537

 

 

$

2,554,295

 

 

$

(58,859

)

 

$

(443,234

)

Balance at December 31, 2023
Balance at December 31, 2023
Balance at December 31, 2023

See Notes to Consolidated Financial Statements.


64


Table of Contents
MSCI INC.

CONSOLIDATED STATEMENTS OF CASH FLOWS

 

Years Ended

 

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

 

2020

 

 

2019

 

 

2018

 

 

 

(in thousands)

 

 

Years EndedYears Ended
(in thousands)(in thousands)
December 31,
2023
December 31,
2022
December 31,
2021

Cash flows from operating activities

 

 

 

 

 

 

 

 

 

 

 

 

 

Net income

 

$

601,822

 

 

$

563,648

 

 

$

507,885

 

 

Net income
Net income

Adjustments to reconcile net income to net cash provided by operating activities:

 

 

 

 

 

 

 

 

 

 

 

 

 

Gain on remeasurement of equity method investment
Gain on remeasurement of equity method investment
Gain on remeasurement of equity method investment

Amortization of intangible assets

 

 

56,941

 

 

 

49,410

 

 

 

54,189

 

 

Stock-based compensation expense

 

 

51,094

 

 

 

41,199

 

 

 

38,897

 

 

Depreciation and amortization of property, equipment and leasehold improvements

 

 

29,805

 

 

 

29,999

 

 

 

31,346

 

 

Amortization of right of use assets

 

 

24,049

 

 

 

22,489

 

 

 

 

 

Loss on impairment of right of use assets, net

Amortization of debt origination fees

 

 

4,445

 

 

 

4,073

 

 

 

3,715

 

 

Loss on extinguishment of debt

 

 

44,930

 

 

 

16,794

 

 

 

 

 

Deferred taxes

 

 

(55,645

)

 

 

(20,767

)

 

 

(780

)

 

Gain on divestitures, net of costs

 

 

 

 

 

 

 

 

(61,402

)

 

Other adjustments

 

 

1,744

 

 

 

1,093

 

 

 

(188

)

 

Changes in assets and liabilities, net of the effect of acquisitions and dispositions:

Changes in assets and liabilities, net of the effect of acquisitions and dispositions:

 

 

Accounts receivable

 

 

(57,606

)

 

 

(25,923

)

 

 

(153,942

)

 

Accounts receivable
Accounts receivable

Prepaid income taxes

 

 

11,608

 

 

 

(13,200

)

 

 

(4,069

)

 

Prepaid and other assets

 

 

(410

)

 

 

(7,698

)

 

 

(2,015

)

 

Other non-current assets

Accounts payable

 

 

7,482

 

 

 

2,584

 

 

 

2,300

 

 

Income taxes payable

Accrued compensation and related benefits

 

 

(2,641

)

 

 

25,217

 

 

 

8,532

 

 

Income taxes payable

 

 

9,576

 

 

 

(2,240

)

 

 

(2,890

)

 

Other accrued liabilities

 

 

1,674

 

 

 

3,664

 

 

 

29,096

 

 

Deferred revenue

 

 

98,330

 

 

 

35,366

 

 

 

185,077

 

 

Long-term operating lease liabilities

 

 

(22,497

)

 

 

(20,244

)

 

 

 

 

Other non-current liabilities

Other

 

 

6,408

 

 

 

4,059

 

 

 

(22,989

)

 

Net cash provided by operating activities

 

 

811,109

 

 

 

709,523

 

 

 

612,762

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Cash flows from investing activities

 

 

 

 

 

 

 

 

 

 

 

 

 

Cash flows from investing activities
Cash flows from investing activities
Acquisition of a business, net of cash acquired
Acquisition of a business, net of cash acquired
Acquisition of a business, net of cash acquired

Acquisition of equity method investment

 

 

(190,816

)

 

 

 

 

 

 

 

Acquisition of assets, net of cash acquired

Capital expenditures

 

 

(21,826

)

 

 

(29,116

)

 

 

(30,257

)

 

Capitalized software development costs

 

 

(29,149

)

 

 

(24,654

)

 

 

(18,704

)

 

Acquisitions, net of cash acquired

 

 

 

 

 

(18,177

)

 

 

 

 

Proceeds from the sale of capital equipment

 

 

 

 

 

10

 

 

 

10

 

 

Proceeds from divestitures

 

 

 

 

 

 

 

 

83,825

 

 

Net cash (used in) provided by investing activities

 

 

(241,791

)

 

 

(71,937

)

 

 

34,874

 

 

Other
Net cash used in investing activities

 

 

 

 

 

 

 

 

 

 

 

 

 

Cash flows from financing activities

 

 

 

 

 

 

 

 

 

 

 

 

 

Proceeds from borrowings

 

 

1,405,000

 

 

 

1,000,000

 

 

 

500,000

 

 

Cash flows from financing activities
Cash flows from financing activities
Proceeds from borrowings, inclusive of premium
Proceeds from borrowings, inclusive of premium
Proceeds from borrowings, inclusive of premium

Repayment of borrowings

 

 

(1,142,382

)

 

 

(513,125

)

 

 

 

 

Proceeds from exercise of stock options

 

 

-

 

 

 

3,236

 

 

 

605

 

 

Repurchase of common stock held in treasury

 

 

(778,519

)

 

 

(292,075

)

 

 

(949,888

)

 

Payment of dividends

 

 

(246,444

)

 

 

(222,922

)

 

 

(170,938

)

 

Payment of debt issuance costs in connection with debt

 

 

(16,693

)

 

 

(11,781

)

 

 

(6,262

)

 

Net cash used in financing activities

 

 

(779,038

)

 

 

(36,667

)

 

 

(626,483

)

 

Payment of contingent consideration
Net cash provided by (used in) financing activities

 

 

 

 

 

 

 

 

 

 

 

 

 

Effect of exchange rate changes

 

 

3,674

 

 

 

1,472

 

 

 

(6,479

)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Net (decrease) increase in cash

 

 

(206,046

)

 

 

602,391

 

 

 

14,674

 

 

Cash and cash equivalent, beginning of period

 

 

1,506,567

 

 

 

904,176

 

 

 

889,502

 

 

Cash and cash equivalent, end of period

 

$

1,300,521

 

 

$

1,506,567

 

 

$

904,176

 

 

Effect of exchange rate changes
Effect of exchange rate changes
Net (decrease) increase in cash, cash equivalents and restricted cash
Net (decrease) increase in cash, cash equivalents and restricted cash
Net (decrease) increase in cash, cash equivalents and restricted cash
Cash, cash equivalents and restricted cash, beginning of period
Cash, cash equivalents and restricted cash, beginning of period
Cash, cash equivalents and restricted cash, beginning of period
Cash, cash equivalent and restricted cash, end of period

 

 

 

 

 

 

 

 

 

 

 

 

 

Supplemental disclosure of cash flow information:

 

 

 

 

 

 

 

 

 

 

 

 

 

Supplemental disclosure of cash flow information:
Supplemental disclosure of cash flow information:
Cash paid for interest
Cash paid for interest

Cash paid for interest

 

$

163,391

 

 

$

141,484

 

 

$

125,986

 

 

Cash paid for income taxes, net of refunds received

 

$

113,646

 

 

$

72,935

 

 

$

143,215

 

 

Supplemental disclosure of non-cash investing activities

 

 

 

 

 

 

 

 

 

 

 

 

 

Property, equipment and leasehold improvements in other accrued liabilities

 

$

3,061

 

 

$

3,690

 

 

$

2,999

 

 

Property, equipment and leasehold improvements in other accrued liabilities
Property, equipment and leasehold improvements in other accrued liabilities

Supplemental disclosure of non-cash financing activities

 

 

 

 

 

 

 

 

 

 

 

 

 

Cash dividends declared, but not yet paid

 

$

1,438

 

 

$

1,039

 

 

$

862

 

 

Cash dividends declared, but not yet paid
Cash dividends declared, but not yet paid

See Notes to Consolidated Financial Statements.


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Table of Contents
MSCI INC.

NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

1. INTRODUCTION AND BASIS OF PRESENTATION

Organization

MSCI Inc., together with its wholly-ownedwholly owned subsidiaries (the “Company” or “MSCI”) providesis a leading provider of critical decision support tools and services that bring greater transparency tosolutions for the global financial markets. MSCI’s toolsinvestment community. Our mission-critical offerings help investors address the challenges of a transforming investment landscape and power better investment decisions. Leveraging our knowledge of the global investment process and our expertise in research, data and technology, we enable our clients to understand and analyze key drivers of risk and return and confidently and efficiently build more effective portfolios. Our products and services include indexes; portfolio construction tools and risk-management analytics; risk management tools; environmental, social and governance (“ESG”) and climate solutions; and real estate benchmarks, return analyticsprivate asset data and market insights; much of which can be accessed by clients through multiple channels and platforms.

analysis.

Basis of Presentation

The consolidated financial statements and accompanying notes to financial statements, which include the accounts of MSCI Inc. and its wholly-ownedwholly owned subsidiaries, are prepared in accordance with accounting principles generally accepted in the United States of America (“GAAP”).

Certain prior period amounts have been reclassified to conform

On October 2, 2023, the Company acquired the remaining 66.4% interest in The Burgiss Group, LLC (“Burgiss”) for $696.8 million in cash. Prior to the current period presentation.

acquisition, Burgiss was a related party and its results were included in the Company’s Burgiss operating segment as an equity method investment based on the Company’s 33.6% ownership. The Company’s existing 33.6% interest had a fair value of $353.2 million at the date of acquisition. This resulted in a non-taxable, one-time gain on the remeasurement of our equity method investment in Burgiss of $143.0 million following the acquisition. During the year ended December 31, 2023, the Company renamed the Burgiss operating segment to Private Capital Solutions. Burgiss’ consolidated results were included in the Company’s All Other Private Assets reportable segment following the acquisition.

Significant Accounting Policies

Basis of Financial Statements and Use of Estimates

GAAP requires the

The Company to makemakes certain estimates and judgments that can affect the reported amounts of assets and liabilities as of the date of the consolidated financial statements, as well as the reported amounts of revenueoperating revenues and expenses during the periods presented. Significant estimates and assumptionsjudgments made by management include such examples as the deferral and recognitionassessment of revenue, research and development and software capitalization,the fair value of acquired intangible assets; the assessment of impairment of long-lived assets, accrued compensation,goodwill and intangible assets; and income taxes, incremental borrowing rates and other matters that affect the consolidated financial statements and related disclosures.taxes. The Company believes that estimates used in the preparation of these consolidated financial statements are reasonable; however, actual results could differ materially from these estimates.

Inter-company balances and transactions are eliminated in consolidation.

Revenue Recognition

MSCI adopted the revenue standard set forth under Accounting Standards Codification Topic 606 “Revenue from Contracts with Customers,” or ASC Topic 606, as of January 1, 2018 using the Modified Retrospective Approach and as such, applied ASC Topic 606 only to contracts that were not completed at the January 1, 2018 adoption date and did not adjust prior reporting periods. An adjustment was recorded within the Consolidated Statement of Financial Condition as of January 1, 2018. The adoption resulted in more revenue being recognized upfront or earlier in the life of new client contracts for certain of the Company’s products and services, including fees related to the licensing of certain desktop applications as they relate to the energy and commodity analytics products, implementation services as they relate to Analytics products and services and the Company’s hosted applications and set-up fees as they relate to the Company’s custom index products. ASC Topic 606 also has the impact of ratably allocating revenue recognition as it relates to multi-year subscriptions. The adoption of ASC Topic 606 also resulted in higher accounts receivable and deferred revenue balances. Under the previous accounting guidance, MSCI generally recorded the value of an invoice to accounts receivable and deferred revenue at the beginning of the service period began. Under ASC Topic 606, MSCI records accounts receivable and a corresponding offset to deferred revenue when an invoice is issued prior to satisfaction of the performance obligation. When performance obligations are satisfied prior to issuance of an invoice, MSCI records accounts receivable and a corresponding offset to operating revenues.  See Note 3, “Revenue Recognition,” for further discussion of the impact of the change upon adoption of ASC Topic 606.  


Performance Obligations and Transaction Price

The Company recognizes revenues for products and services when performance obligations are satisfied. For revenue arrangements containing multiple products or services, the Company accounts for the individual products or services as a separate performance obligation if they are distinct. A product or service is distinct if a client can benefit from it either on its own or together with other resources that are readily available to the client, and the Company’s promise to transfer the product or service to the client is separately identifiable from other promises in the contract. If both criteria are not met, the promised products or services are accounted for as a combined performance obligation.

A

The transaction price is the amount of consideration to which an entity expects to be entitled in exchange for transferring products or services to the customer in general.client. The Company allocates the transaction price to each performance obligation identified in the contract based on the best estimate of a relative standalone selling price of each distinct product or service in the contract. To allocate the transaction price to each performance obligation on a relative standalone selling price basis, at contract inception the Company determines the standalone selling price at contract inceptionprices of the distinct productproducts or serviceservices underlying each performance obligation in proportion to the standalone selling prices.total transaction price. This standalone selling price may be the contract price but is more often than not the best estimate of the price the Company would receive for selling the product or service separately in similar circumstances and to other similar customers. A client can receive a discount for purchasing a bundle of products or services if the sum of the standalone selling price of those promised products or services in the contract exceeds the promised consideration in the contract. In general, the discounts apply proportionally to all performance obligations in the contract.

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For services where the transaction price is variable such as based upon assets under management (“AUM”), volume of trades or fee levels, or number of investments linked to MSCI’s indexes, the transaction price is based upon pricing models and is not allocated at the inception of the contract but rather falls within the sales and usage-based royalty exception under which the price and associated revenue are based upon actual known performance or best estimates of actual performance during the performance period.

Revenue is recognized when a customerclient obtains control of promised products or services in an amount that reflects the consideration the entity expects to receive in exchange for those products or services. Determining when control has transferred can sometimes require management’s judgementjudgment (e.g., implementation services), which could affect the timing of revenue recognition. Revenue is recognized exclusive of any applicable sales or other indirect taxes.

Disaggregation of Revenue

Revenues are characterized by type, which broadly reflects the nature of how they are recognized or earned. Our revenue types are recurring subscriptions, asset-based fees and non-recurring revenues. We also group our revenues by segment.

Revenues By Type

Recurring subscription revenues represent fees earned from clients primarily under renewable contracts or agreements and are generally paid annually or quarterly in advance and recognized in most cases ratably over the term of the license or service pursuant to the contract terms.  Revenues from subscription agreements for the receipt of periodic benchmark reports, digests and other publications, which are most often associated with our real estate offerings, are generally billed and recognized upon delivery of such reports or data updates.

Asset-based fees are principally recognized based on the estimated AUM linked to our indexes from independent third-party sources or the most recently reported information provided by the client. Asset-based fees also include revenues related to futures and options contracts linked to our indexes, which are primarily based on trading volumes and fee levels. Asset-based fees are generally variable based upon AUM or the volume of trades or fee levels and are generally billed quarterly in arrears.

Non-recurring revenues primarily represent fees earned on products and services where we typically do not have renewal contractsclauses within the contract. Examples of such products and primarilyservices include revenues for providing customized reports, historical data sets,one-time license fees, certain derivative financial products, and certain implementation services, historical data sets and, consulting services, as well as revenues from particular products and services that are purchased on a non-renewal basis.occasionally, fees for unlicensed usage of our content in historical periods. Based on the nature of the services provided, non-recurring revenues are generally billed uponeither in advance or after delivery and recognized upon deliverypoint in time or over the service period.


Revenues By Segment

For products within the

Index segment with respect tooperating revenues consist of fees earned primarily for licenses of index data subscriptions, MSCI’s performance obligationobligations to deliver the data isare satisfied over time and, accordingly, revenue is recognized ratably over the term of the agreement pursuant to the contract terms. With respect to licenses to create indexed investment products, such as ETFs, passively managed funds, or licenses which allow certain exchanges to use MSCI’s indexes as the basis for futures and options contracts, MSCI’s performance obligation allows customers to use the Company’s intellectual property (e.g., the indexes) as the basis of the funds or other investment products the customers create over the term of the agreement. The fees earned for these rights are typically variable, in which case they are accrued under the sales and usage-based royalty exception pursuant to the level of performance achieved, which is primarily measured based on AUM, volume of trades or other factors.fee levels. The level of performance achieved is based on information obtained from independent third-party sources or best estimates taking into account the most recently reported information from the client.

For products within the

Analytics segment MSCI’soperating revenues are recognized as MSCI satisfies performance obligations includethrough providing access to its proprietary models or hosted applications and, in some cases, delivery of managed services, which are typically satisfied over time, and accordingly, revenue isoperating revenues are recognized ratably over the term of the service period. For implementation services, MSCI meets its performance obligation once the implementation service is complete and the related service is available for the client to use and revenue isuse. Operating revenues are recognized at the point in time when the implementation service is completed.

For products within the All Other

ESG and Climate segment operating revenues are recognized as MSCI’s performance obligations with respect to its ESG productsprovide data to or update data for clients are satisfied. The majority of these performance obligations are satisfied over time for the majority of the data subscriptions as MSCI provides and updates the data to the customer throughout the term of the agreement and revenue is recognized ratably over the term of the agreement.license period, with operating revenues recognized ratably. For custom ESG research data, the performance obligation is typically complete,satisfied, and revenue is recognized, at the point in time when the data is updated and available to the customer. MSCI’sclient.
All Other – Private Assets segment operating revenues are recognized as MSCI's performance obligations to provide analysis, insights and data to clients are satisfied. The majority of these performance obligations are satisfied over the term of the license period, with operating revenues recognized ratably. Certain other Real EstateAssets products, primarily include periodicincluding benchmark reports, Market Information and other publications. MSCI primarily satisfies its performance obligations, and revenue isare recognized at the point in time when the Company delivers reports or publications. For Market Information products, publications are delivered throughoutsatisfies the year, andperformance obligation through delivery to the revenue is recognized over time.

client.

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Share-Based Compensation

Certain of the Company’s employees have received share-based compensation under various compensation programs. The Company’s compensation expense reflects the fair value method of accounting for share-based payments under ASC Subtopic 718-10, “Compensation—Stock Compensation. ASC Subtopic 718-10 requires measurement of
Stock-based compensation cost for equity-based awards at fair value and recognition of compensation cost over the service period, net of estimated forfeitures.

The fair value of MSCIinclude restricted stock units (“RSUs”), performance stock units (“PSUs”) and performance stock options (“PSOs”). PSUs are subject to market conditions based on the achievement of multi-year total shareholder return targets and PSOs are subject to performance conditions based on the cumulative results of financial targets.

The fair value of RSUs at grant date is measured using the price of MSCI’s common stock. Restricted stock units that are subject to the achievement of multi-year total shareholder return targets (“PSUs”) are performance awards with a market condition. The fair value of PSUs at grant date is determined using a Monte Carlo simulation model that creates a normal distribution of future stock prices, which is then used to value the awards based on their individual terms. From time to time, the Company awards restricted stock units subject to performance conditions that are not linked to a market condition but are based on performance measures that impact the amount of shares that each recipient will receive upon vesting. The fair value of such awardsPSOs at grant date is measureddetermined using the priceBlack-Scholes option pricing model. For PSOs, the grant-date fair value is adjusted for any changes in the probability of MSCI’s common stock. 

achievement of (i) a cumulative revenue performance goal and (ii) a cumulative adjusted EPS performance goal (each weighted at 50%).

Research and Development

The Company accounts for research and development costs in accordance with several accounting pronouncements, including ASC Subtopic 730-10, “Research and Development.” ASC Subtopic 730-10 requires that research and development costs generally be expensed as incurred. The majority of the Company’s research and development costs are incurred in developing, reviewing and enhancing the methodologies and data models offered within its product portfolio by monitoring investment trends and drivers globally, as well as analyzing product-specific needs in areas such as capitalization-weighted, factor and specialized indexes, and instrument valuation, risk modeling, portfolio construction, asset allocation and value-at-risk simulation.


Internal Use Software

The Company applies the provisions of ASC Subtopic 350-40, “Internal Use Software,” and accounts for the cost of computer software developed for internal use by capitalizing qualifying costs, which are substantially incurred during the application development stage. The amounts capitalized primarily relate to internally developed software used to provide services to customers and are included in Intangible Assets on the Consolidated Statement of Financial Condition and include external direct costs of services used in developing internal-use software and payroll and payroll-related costs of employees directly associated with the development activities. Additionally, costs incurred relating to upgrades and enhancements to the software are capitalized if it is determined that these upgrades or enhancements provide additional functionality to the software.

During the years ended December 31, 2020 and 2019, the Company capitalized $29.1 million and $24.7 million, respectively, of costs related to software developed for internal use in the Consolidated Statement of Financial Condition.

Capitalized software development costs are typically amortized on a straight-line basis over the estimated useful life of the related product, which is typically three to five years, beginning with the date the software is placed into service.

Costs incurred in the preliminary and post-implementation stages of MSCI’s products are expensed as incurred.

Income Taxes

Provision for income taxes is provided for using the asset and liability method, under which deferred tax assets and deferred tax liabilities are determined based on the temporary differences between the financial statement and income tax bases of assets and liabilities using currently enacted tax rates. The Company elects to account for Global Intangible Low-Taxed Income (“GILTI”) in the year the tax is incurred. The Company recognizes interest and penalties related to income tax matters within “Provision for income taxes” in the Consolidated Statement of Income.

The Company regularly evaluates the likelihood of additional assessments in each of the taxing jurisdictions in which it is required to file income tax returns. The Company has recorded additional tax expense related to open tax years, which the Company’s management believes is adequate in relation to the potential for assessments. These amounts have been recorded in “Other non-current liabilities” on the Consolidated Statement of Financial Condition. The Company’s management believes the resolution of tax matters will not have a material effect on the Company’s consolidated financial condition. However, to the extent the Company is required to pay amounts in excess of its reserves, a resolution could have a material impact on its Consolidated Statement of Income for a particular future period. In addition, an unfavorable tax settlement could require use of cash and result in an increase in the effective tax rate in the period in which such resolution occurs.

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Deferred Revenue

Deferred revenues represent both cash received and the amounts billed to customersclients for products and services in advance of being provided or before the service period has begun.satisfying performance obligations. Deferred revenue is generally amortized ratablyresults in ratable recognition of operating revenues over the servicelicense or subscription period, as the performance obligations are satisfied.

Accounts Receivable

and Allowance for Credit Losses

The Company’s clients generally pay subscription fees annually or quarterly in advance. MSCI’s policy is to record to a receivable when a customerclient is billed. For products and services that are provided in advance of billing, such as for our asset-based fee products, unbilled revenue (or a “contract asset”) is included in Accounts Receivable on the Company’s Consolidated Statement of Financial Condition.


The Company recognizes an allowance for credit losses at the time invoices are sent to clients by applying an estimate of the uncollectable amount based on client profiles, credit considerations and historical write-offs. The Company does not require collateral from clients to mitigate credit risk.

Changes in the allowance for credit losses from December 31, 2020 to December 31, 2023 were as follows:
(in thousands)Amount
Balance as of December 31, 2020$1,583 
Addition to credit loss expense1,210 
Write-offs, net of recoveries(456)
Balance as of December 31, 2021$2,337 
Addition to credit loss expense910 
Write-offs, net of recoveries(595)
Balance as of December 31, 2022$2,652 
Addition to credit loss expense2,196 
Write-offs, net of recoveries(880)
Balance as of December 31, 2023$3,968 
Goodwill

Goodwill is recorded as part of the Company’s acquisitions of businesses when the purchase price exceeds the fair value of the net tangible and separately identifiable intangible assets acquired. The Company’s goodwill is not amortized, but rather is subject to an impairment test each year, or more often if conditions indicate impairment may have occurred, pursuant to ASC Subtopic 350-10, “Intangibles—Goodwill and Other.”

The Company tests goodwill for impairment on an annual basis on July 1st and on an interim basis when certain events and circumstances exist. The test for impairment is performed at the reporting unit level. Goodwill impairment is determined by comparing the fair value of a reporting unit with its carrying value. If the estimated fair value exceeds the carrying value, goodwill at the reporting unit level is not deemed to be impaired. If the estimated fair value is below carrying value, an impairment charge will be recorded up to, but not more than, the total amount of goodwill allocated to the reporting unit.


The Company completed its annual goodwill impairment test as of July 1, 20202023 on its Index, Analytics, ESG and Climate, and Real EstateAssets reporting units, which were also the Company’s operating segments which are the same as its reporting units,of July 1, 2023, and 0no impairments were noted. The Company performed a step zero, qualitative impairment test on these 4 operating segmentsfor impairment and determined that it was not more likely than not that the fair value for each was notof its reporting units is less than thetheir respective carrying value.

As the estimated fair valuevalues. See Note 13, “Segment Information,” for further descriptions of the Company’s reporting units exceeded their carrying valueoperating segments.

Based on the results of the annual goodwill impairment testing dates,performed and given there were no impairment triggers identified as part of interim assessments, 0no impairment of goodwill was recorded during the years ended December 31, 2020, 20192023, 2022 and 2018.

2021.

Intangible Assets

The Company amortizes definite-lived intangible assets over their estimated useful lives. Definite-lived intangible assets are reviewed for impairment whenever events or changes in circumstances indicate that the carrying value of the asset may not be
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recoverable. The Company also reviews the useful lives on a quarterlyperiodic basis to determine if the period of economic benefit has changed. If the carrying value of an intangible asset exceeds its fair value, an impairment charge would be recognized in an amount equal to the amount by which the carrying value of the intangible asset exceeds its fair value. There were no events or changes in circumstances that would indicate that the carrying value of the definite-lived intangible assets may not be recoverable during the years ended December 31, 2020, 20192023 and 2018.

During the year ended December 31, 2018 management decided to discontinue the use of the IPD trade name utilized by the Real Estate segment. As a result, the remaining unamortized value of $7.9 million was written off.

2022.

The Company had no indefinite-lived intangible assets.

assets other than goodwill during the years ended December 31, 2023 and 2022.

Foreign Currency Translation

Assets and liabilities of operations having non-U.S. dollar functional currencies are translated at year-end exchange rates, and income statement accounts are translated at weighted average exchange rates for the year. Gains or losses resulting from translating foreign currency financial statements, net of any related tax effects, are reflected in accumulated other comprehensive loss, a separate component of shareholders’ equity (deficit). Gains or losses resulting from foreign currency transactions incurred in currencies other than the local functional currency are included in non-operating “Other expense (income)” on the Consolidated Statement of Income.

Leases

MSCI adopted the leases standard set forth under Accounting Standards Codification Topic 842, “Leases,” or ASC Topic 842, as of January 1, 2019 using the optional transition method.The Company elected to apply the transition package of practical expedients permitted which, among other things, allowed the Company to carry forward the historical lease classification. In addition, MSCI elected the hindsight practical expedient to determine the reasonably certain lease term for existing leases. The Company made an election to apply the exemption allowed for leases with an initial term of 12 months or less to not be recorded in the Consolidated Statement of Financial Condition and to only recognize the related amounts in the Consolidated Statement of Income on a straight-line basis over the lease term. As of the adoption of ASC Topic 842 on January 1, 2019, the Company recorded $197.5 million of total operating lease liabilities and right-of-use (“ROU”) assets on the Company’s Consolidated Statement of Financial Condition. The $197.5 million of ROU assets were offset by $22.1 million of lease related assets and liabilities previously carried on the Company’s Consolidated Statement of Financial Condition which resulted in the presentation of an initial $175.4 million ROU assets.  


MSCI leases office space, data centers and certain equipment under non-cancellable operating lease agreements and determines if an arrangement is a lease at inception. The Company does not currently have any financing lease arrangements.

Operating lease assets, net

Right of initial direct costs and accumulated amortization are reflected in “Right of use assets,” with the corresponding present value of operating lease liabilities included in “Other accrued liabilities” and “Long-term operating lease liabilities” in the Consolidated Statement of Financial Condition. ROU assets represent the Company’s right to use an underlying asset for the lease term and lease liabilities represent the Company’s obligation to make lease payments arising from the lease. Operating lease ROURight of use assets and liabilities are recognized on the commencement date based on the present value of lease payments over the lease term.term adjusted for initial direct costs and lease incentives received or deemed probable of being received. MSCI uses its incremental borrowing rate based on the information available on the commencement date in determining the present value of lease payments. The incremental borrowing rate reflects the rate of interest that MSCI would have to pay to borrow on a collateralized basis over a similar term an amount equal to the lease payments in a similar economic environment. The Company determined its incremental borrowing rates by starting with the rates on its currently outstanding Senior Notes and making adjustments for collateralization and the relevant duration of the associated leases. The lease terms include options to extend or terminate the lease when it is reasonably certain that the Company will exercise that option.

Right of use assets and associated leasehold improvements are tested for impairment when there is a trigger for impairment testing at the appropriate asset group level. When a trigger exists, the asset group is tested for recoverability by comparing the estimated undiscounted cash flows to the asset group’s carrying value. If the asset group fails the recoverability test, the Company will measure impairment loss as the difference between the fair value and carrying value of the asset group.
Lease expense is recognized on a straight-line basis over the lease term and is included in “Operating expenses” in the Consolidated Statement of Income. In situations where a right of use asset has been impaired, the subsequent amortization of the right of use asset is then recorded on a straight-line basis over the remaining lease term and is combined with accretion expense on the lease liability to result in single operating lease cost.
Some of the Company’s lease agreements include rental payments adjusted periodically for inflation which are accounted for under ASC Subtopic 842-10, “Leases,” as variable lease amounts but are not reflected as a component of the Company’s lease liability. Certain leases also require the Company to pay real estate taxes, insurance, maintenance and other “Operating expenses”operating expenses associated with the leased premises or equipment which are also not reflected as a component of the Company’s lease liability. While these expenses are also classified in “Operating expenses,” consistent with similar costs for office locations or equipment, they are not included as a component of the Company’s lease liability. The Company also subleases a small portion of its leased office space to third parties.

parties and thereby applies sublessor accounting. Sublease income is presented in “Operating expenses” as an offset.

Property, Equipment and Leasehold Improvements

Property, equipment and leasehold improvements are stated at cost less accumulated depreciation and amortization. Depreciation and amortization of furniture and fixtures, and computer and communications equipment and leasehold improvements are accounted for using the straight-line method over the estimated useful life, and for leasehold improvements, over the shorter of the asset.

estimated useful life or the lease term.

Treasury Stock

The Company holds repurchased shares of common stock as treasury stock. The Company accounts for treasury stock under the cost method and includes treasury stock as a component of shareholders’ equity (deficit).

Allowance for Doubtful Accounts

The Company periodically reviews receivable balances and records an allowance on customer accounts when it is probable and estimable that a receivable will not be collected. The Company does not require collateral.


70


Changes in the allowance for doubtful accounts from December 31, 2017 to December 31, 2020 were as follows:Table of Contents

 

 

Amount

 

 

 

(in thousands)

 

Balance as of December 31, 2017

 

$

1,700

 

Addition (reduction) to credit loss expense

 

 

(224

)

Write-offs, net of recoveries

 

 

(449

)

Balance as of December 31, 2018

 

$

1,027

 

Addition (reduction) to credit loss expense

 

 

1,024

 

Write-offs, net of recoveries

 

 

(336

)

Balance as of December 31, 2019

 

$

1,715

 

Addition (reduction) to credit loss expense

 

 

1,712

 

Adjustments and write-offs, net of recoveries

 

 

(1,844

)

Balance as of December 31, 2020

 

$

1,583

 

Accrued Compensation

A significant portion of the Company’s employee incentive compensation programs are discretionary. The Company makes significant estimates in determining its accrued compensation and benefits expenses. Accrued cash incentive estimates reflect an assessment of performance versus targets and other key performance indicators at the Company, operating segment and employee level. The Company also reviews compensation and benefits expenses throughout the year to determine how overall performance compares to management’s expectations. These and other factors, including historical performance, are taken into account in accruing discretionary cash compensation estimates quarterly.

Concentrations

For the years ended December 31, 2020, 20192023, 2022 and 2018,2021, BlackRock, Inc. accounted for 11.0%9.8%, 11.5%10.3%, and 11.9%12.7% of the Company’s consolidated operating revenues, respectively. For the years ended December 31, 2020, 20192023, 2022 and 2018,2021, BlackRock, Inc. accounted for 18.0%16.8%, 18.9%17.4% and 20.1%, respectively,20.4% of the Index segment’s operating revenues. NaNrevenues, respectively. No single customer accounted for 10.0% or more of operating revenues within the Analytics, ESG and Climate and All Other – Private Assets segments for the years ended December 31, 2020, 20192023, 2022 and 2018.

2021.

Cash and Cash Equivalents
Cash and cash equivalents include ordinary bank deposits and highly liquid investments with original maturities of three months or less that consist primarily of money market funds with unrestricted daily liquidity and fixed term time deposits.
Restricted Cash
Restricted cash primarily relates to security deposits for certain operating leases that are legally restricted and unavailable for our general operations.
2. RECENT ACCOUNTING STANDARDS UPDATES

PRONOUNCEMENTS

In June 2016,November 2023, the FASB issued Accounting Standards Update No. 2016-13, “Financial Instruments-Credit Losses2023-07 “Segment Reporting (Topic 326)280): Measurement of Credit Losses on Financial Instruments,Improvements to Reportable Segment Disclosures,” or ASU 2016-13.2023-07. The amendments in ASU 2016-13 introduce an approach based2023-07 aim to improve reportable segment disclosure requirements, primarily through enhanced disclosures about significant segment expenses. ASU 2023-07 is effective for the Company’s Annual Report on expected losses to estimated credit losses on certain types of financial instruments, modifyForm 10-K for the impairment model for available-for-sale debt securitiesyear ended December 31, 2024, and provide for a simplified accounting model for purchased financial assetssubsequent interim periods, with credit deterioration since their origination.

The FASB issued Accounting Standards Update No. 2018-19, “Codification Improvements to Topic 326, Financial Instruments—Credit Losses,” or ASU 2018-19, Accounting Standards Update No. 2019-04, “Codification Improvements to Topic 326, Financial Instruments—Credit Losses,” or ASU 2019-04, Accounting Standards Update No. 2019-05, “Financial Instruments-Credit Losses (Topic 326): Targeted Transition Relief,” or ASU 2019-05, Accounting Standards Update No. 2019-10, “Financial Instruments-Credit Losses (Topic 326): Effective Dates,” or ASU 2019-10 and Accounting Standards Update No. 2019-11, “Codification Improvements to Topic 326, Financial Instruments—Credit Losses,” or ASU 2019-11. The amendments in these ASUs provide clarifications to ASU 2016-13.

early adoption permitted. The Company adopted ASU 2016-13 andis currently evaluating the related clarifications effective January 1, 2020. The adoption did not have a material effectimpact of this update on the Company’sits consolidated financial statements.


In January 2017,December 2023, the FASB issued Accounting Standards Update No. 2017-04, “Intangibles-Goodwill and Other2023-09 “Income Taxes (Topic 350)740): Simplifying the Test for Goodwill Impairment,Improvements to Income Tax Disclosures,” or ASU 2017-04.2023-09. The amendments in ASU 2017-04 simplify2023-09 aim to enhance the subsequent measurementtransparency and decision usefulness of goodwill by eliminating Step 2 from the goodwill impairment test. In computing the implied fair value of goodwill under Step 2, an entity performed procedures to determine the fair value at the impairment testing date of its assets and liabilities. When applying the amendments inincome tax disclosures. ASU 2017-04, an entity performs its annual, or interim, goodwill impairment test by comparing the fair value of a reporting unit with its carrying amount and recognizes an impairment charge2023-09 is effective for the amount by whichCompany’s Annual Report on Form 10-K for the carrying amount exceeds the reporting unit’s fair value, but not more than the total amount of goodwill allocated to the reporting unit.year ended December 31, 2025, with early adoption permitted. The Company adopted ASU 2017-04 effective January 1, 2020.

is currently evaluating the impact of this update on its consolidated financial statements.

3. REVENUE RECOGNITION

MSCI’s operating revenues are characterizedreported by product type, which broadlygenerally reflects the naturetiming of how they are recognized.recognition. The Company’s revenueoperating revenues types are recurring subscriptions, asset-based fees and non-recurring revenues. The Company also groups itsdisaggregates operating revenues by segment.

The tables that follow present the disaggregated operating revenues for the periods indicated:

 

For the Year Ended December 31, 2020

 

 

Segments

 

 

 

 

 

For the Year Ended December 31, 2023For the Year Ended December 31, 2023
Segments

(in thousands)

 

Index

 

 

Analytics

 

 

All Other

 

 

Total

 

Product Types

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(in thousands)
(in thousands)IndexAnalyticsESG and ClimateAll Other - Private AssetsTotal
Operating Revenues Types
Recurring subscriptions
Recurring subscriptions

Recurring subscriptions

 

$

580,393

 

 

$

506,301

 

 

$

161,481

 

 

$

1,248,175

 

Asset-based fees

 

 

399,771

 

 

 

 

 

 

 

 

 

399,771

 

Non-recurring

 

 

36,331

 

 

 

7,507

 

 

 

3,606

 

 

 

47,444

 

Total

 

$

1,016,495

 

 

$

513,808

 

 

$

165,087

 

 

$

1,695,390

 

 

 

For the Year Ended December 31, 2019

 

 

 

Segments

 

 

 

 

 

(in thousands)

 

Index

 

 

Analytics

 

 

All Other

 

 

Total

 

Product Types

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Recurring subscriptions

 

$

530,968

 

 

$

486,282

 

 

$

136,790

 

 

$

1,154,040

 

Asset-based fees

 

 

361,927

 

 

 

 

 

 

 

 

 

361,927

 

Non-recurring

 

 

28,042

 

 

 

10,643

 

 

 

3,144

 

 

 

41,829

 

Total

 

$

920,937

 

 

$

496,925

 

 

$

139,934

 

 

$

1,557,796

 

71


 

 

For the Year Ended December 31, 2018

 

 

 

Segments

 

 

 

 

 

(in thousands)

 

Index

 

 

Analytics

 

 

All Other

 

 

Total

 

Product Types

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Recurring subscriptions

 

$

477,612

 

 

$

474,334

 

 

$

114,590

 

 

$

1,066,536

 

Asset-based fees

 

 

336,565

 

 

 

 

 

 

 

 

 

336,565

 

Non-recurring

 

 

21,298

 

 

 

5,605

 

 

 

3,980

 

 

 

30,883

 

Total

 

$

835,475

 

 

$

479,939

 

 

$

118,570

 

 

$

1,433,984

 

Table of Contents

For the Year Ended December 31, 2022
Segments
(in thousands)IndexAnalyticsESG and ClimateAll Other - Private AssetsTotal
Operating Revenues Types
Recurring subscriptions$729,710 $567,004 $223,160 $139,649 $1,659,523 
Asset-based fees528,127 — — — 528,127 
Non-recurring45,372 9,103 5,151 1,322 60,948 
Total$1,303,209 $576,107 $228,311 $140,971 $2,248,598 
For the Year Ended December 31, 2021
Segments
(in thousands)IndexAnalyticsESG and ClimateAll Other - Private AssetsTotal
Operating Revenues Types
Recurring subscriptions$650,629 $533,178 $162,609 $79,624 $1,426,040 
Asset-based fees553,991 — — — 553,991 
Non-recurring47,144 11,121 3,583 1,665 63,513 
Total$1,251,764 $544,299 $166,192 $81,289 $2,043,544 
The table that follows presents the change in accounts receivable, net of allowances and current deferred revenue between the dates indicated:

 

 

Accounts receivable

 

 

Deferred revenue

 

 

 

(in thousands)

 

Opening (1/1/2020)

 

$

499,268

 

 

$

574,656

 

Closing (12/31/2020)

 

 

558,569

 

 

 

675,870

 

Increase/(decrease)

 

$

59,301

 

 

$

101,214

 


(in thousands)Accounts receivable, net of allowancesDeferred revenue
Opening (December 31, 2022)$663,236 $882,886 
Closing (December 31, 2023)839,555 1,083,864 
Increase/(decrease)$176,319 $200,978 

 

 

Accounts receivable

 

 

Deferred revenue

 

 

 

(in thousands)

 

Opening (1/1/2019)

 

$

473,433

 

 

$

537,977

 

Closing (12/31/2019)

 

 

499,268

 

 

 

574,656

 

Increase/(decrease)

 

$

25,835

 

 

$

36,679

 

(in thousands)Accounts receivable, net of allowancesDeferred revenue
Opening (December 31, 2021)$664,511 $824,912 
Closing (December 31, 2022)663,236 882,886 
Increase/(decrease)$(1,275)$57,974 

The amount of revenue recognized in the period that was included in the opening current deferred revenue, which reflects the contract liability amounts, was $555.8$836.7 million, $819.9 million and $522.7$672.5 million for the years ended December 31, 20202023, 2022 and 2019,2021 respectively. The difference between the opening and closing balances of the Company’s deferred revenue was primarily driven by an increase in billings, partially offset by thean increase in amortization of deferred revenue to operating revenues. MSCI hadAs of December 31, 2023, 2022 and 2021, the Company carried a long-term deferred revenue balance as of December 31, 2020$28.8 million, $29.4 million and 2019,$23.4 million, respectively, reflected as part ofin “Other non-current liabilities” on itsthe Consolidated Statement of Financial Condition, which were not material.

Condition.

For contracts that have a duration of one year or less, the Company has not disclosed either the remaining performance obligation as of the end of the reporting period or when the Company expects to recognize the revenue. The remaining performance
72

Table of Contents
obligations for contracts that have a duration of greater than one year and the periods in which they are expected to be recognized are as follows:

 

 

As of

 

 

 

December 31,

 

 

 

2020

 

 

 

(in thousands)

 

First 12-month period

 

$

337,692

 

Second 12-month period

 

 

198,274

 

Third 12-month period

 

 

60,697

 

Periods thereafter

 

 

14,885

 

Total

 

$

611,548

 

As of
(in thousands)
December 31,
2023
First 12-month period$838,863 
Second 12-month period530,258 
Third 12-month period256,911 
Periods thereafter182,052 
Total$1,808,084 

4. EARNINGS PER COMMON SHARE

Basic earnings per share (“EPS”) is computed by dividing net income by the weighted average number of common shares outstanding during the period. Common shares outstanding include common stock and vested restricted stock unit awards where recipients have satisfied either the explicit vesting terms or retirement-eligible requirements. Diluted EPS reflects the assumed conversion of all dilutive securities. 

securities, including, when applicable, RSUs, PSUs and PSOs.

The following table presents the computation of basic and diluted EPS:

 

 

Years Ended

 

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

 

2020

 

 

2019

 

 

2018

 

(in thousands, except per share data)

 

 

 

 

 

 

 

 

 

 

 

 

Net income

 

$

601,822

 

 

$

563,648

 

 

$

507,885

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Basic weighted average common shares

   outstanding

 

 

83,716

 

 

 

84,644

 

 

 

87,179

 

Effect of dilutive securities:

 

 

 

 

 

 

 

 

 

 

 

 

Stock options and restricted stock units

 

 

801

 

 

 

892

 

 

 

2,522

 

Diluted weighted average common shares

   outstanding

 

 

84,517

 

 

 

85,536

 

 

 

89,701

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Earnings per basic common share

 

$

7.19

 

 

$

6.66

 

 

$

5.83

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Earnings per diluted common share

 

$

7.12

 

 

$

6.59

 

 

$

5.66

 


Years Ended
(in thousands, except per share data)
December 31,
2023
December 31,
2022
December 31,
2021
Net income$1,148,592 $870,573 $725,983 
Basic weighted average common shares outstanding79,462 80,746 82,508 
Effect of dilutive securities:   
PSUs, RSUs, and PSOs381 469 971 
Diluted weighted average common shares outstanding79,843 81,215 83,479 
Earnings per common share:
Basic$14.45 $10.78 $8.80 
Diluted$14.39 $10.72 $8.70 

5. COMMITMENTS AND CONTINGENCIES

Legal matters. From time to time,ACQUISITIONS

On October 2, 2023, the Company is partyacquired the remaining 66.4% interest in Burgiss for $696.8 million in cash (the “step acquisition”). The acquisition of Burgiss will provide the Company with comprehensive data and deep expertise in private assets, enabling investors to various litigation matters incidentalevaluate fundamental information, measure and compare performance, understand exposures, manage risk, and conduct robust analytics.
The step acquisition has been accounted for as a business combination using the acquisition method of accounting and its results are reported within the Private Capital Solutions operating segment within the All Other – Private Assets reportable segment. With the step acquisition, we renamed the Burgiss operating segment to Private Capital Solutions. The Company’s existing 33.6% interest had a fair value at acquisition date of $353.2 million which resulted in a non-taxable gain of $143.0 million. Prior to the conductstep acquisition, Burgiss was accounted for as an equity-method investment. Therefore, MSCI did not recognize the proportionate share of its business. Burgiss’ operating revenues, rather, the Company’s proportionate share of the income or loss of Burgiss was reported as a component of other (expense) income, net. A portion of Burgiss’s client agreements do not have automatic renewal clauses at the end of the subscription period. Due to the historically high retention rate and expectation that a substantial portion of the client agreements will be renewed and the nature of the subscription service, the associated revenue is recorded as recurring subscription revenue.
The table below represents the preliminary purchase price allocation to total assets acquired and liabilities assumed and the associated estimated useful lives as of the acquisition date.
73

(in thousands)Estimated
Useful Life
Fair Value
Cash and cash equivalents$5,397 
Accounts receivable25,795 
Prepaid Income Taxes30 
Other current assets4,153 
Property, equipment and leasehold improvements, net670 
Right of use assets3,443 
Other non-current assets471 
Deferred revenue(22,181)
Other current liabilities(13,434)
Long-term operating lease liabilities(2,525)
Intangible assets:
Proprietary data 11 years229,900 
Customer relationships21 years179,900 
Acquired technology and software3 years19,000 
Trademarks1 year900 
Goodwill618,415 
Net assets acquired$1,049,934 
The Company, with the assistance of third-party valuation experts, calculated the fair values of intangible assets using the relief from royalty method for proprietary data, acquired technology and software and trademarks and the multi-period excess earnings method for customer relationships. The significant assumptions used to estimate the fair value of the acquired intangible assets included forecasted cash flows, which were determined based on certain assumptions that included, among others, projected future revenues, and expected market royalty rates, technology obsolescence rates and discount rates. The weighted average amortization period of the acquired intangible assets was 14.8 years.
The recorded goodwill is not presently partyprimarily attributable to any legal proceedings the resolutionutilization of whichthe acquired data as well as expanded market opportunities. Goodwill attributable to the acquisition is deductible for federal income tax purposes to the extent of consideration paid.
Revenue of Burgiss recognized within the consolidated financial statements was $25.4 million for the year ended December 31, 2023.
On November 1, 2023 MSCI completed the acquisition of Trove Research Ltd (“Trove”), a carbon markets intelligence provider for approximately $37.9 million in cash. Trove is a part of the ESG and Climate operating segment.
6. DEBT
As of December 31, 2023, the Company believes would have a material effect on its business, operating results, financial condition or cash flows.

Senior Notes. The Company had outstanding an aggregate of $3,400.0$4,200.0 million in senior unsecured notes (collectively, the “Senior Notes”) outstanding at December 31, 2020, consistingand an aggregate of five discrete private placement offerings$339.1 million in senior unsecured tranche A term loans (the “Tranche A Term Loans”) under the term loan A facility (the “TLA Facility”), as presented in the table below:

 

 

 

 

Principal

amount

outstanding at

 

 

Carrying

value at

 

 

Carrying

value at

 

 

Fair

Value at

 

 

Fair

Value at

 

 

 

Maturity Date

 

December 31, 2020

 

 

December 31, 2020

 

 

December 31, 2019

 

 

December 31, 2020

 

 

December 31, 2019

 

 

��

(in thousands)

 

Long-term debt

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

5.25% senior unsecured notes due 2024

 

November 15, 2024

 

$

-

 

 

$

-

 

 

$

297,835

 

 

$

-

 

 

$

309,225

 

5.75% senior unsecured notes due 2025

 

August 15, 2025

 

 

-

 

 

 

-

 

 

 

794,063

 

 

 

-

 

 

 

840,872

 

4.75% senior unsecured notes due 2026

 

August 1, 2026

 

 

500,000

 

 

 

496,257

 

 

 

495,587

 

 

 

522,325

 

 

 

525,800

 

5.375% senior unsecured notes due 2027

 

May 15, 2027

 

 

500,000

 

 

 

495,819

 

 

 

495,168

 

 

 

538,100

 

 

 

541,300

 

4.00% senior unsecured notes due 2029

 

November 15, 2029

 

 

1,000,000

 

 

 

990,364

 

 

 

989,273

 

 

 

1,073,040

 

 

 

1,018,820

 

3.625% senior unsecured notes due 2030

 

September 1, 2030

 

 

400,000

 

 

 

395,458

 

 

 

-

 

 

 

419,428

 

 

 

-

 

3.875% senior unsecured notes due 2031

 

February 15, 2031

 

 

1,000,000

 

 

 

988,879

 

 

 

-

 

 

 

1,063,430

 

 

 

-

 

Total debt

 

 

 

$

3,400,000

 

 

$

3,366,777

 

 

$

3,071,926

 

 

$

3,616,323

 

 

$

3,236,017

 

(in thousands)Maturity Date
Principal
amount
outstanding at December 31, 2023
Carrying
value at
December 31, 2023
Carrying
value at
December 31, 2022
Fair
Value at
December 31, 2023
Fair
Value at
December 31, 2022
Debt
4.000% senior unsecured notes due 2029November 15, 2029$1,000,000 $993,637 $992,546 $941,090 $876,240 
3.625% senior unsecured notes due 2030September 1, 2030900,000 895,587 894,925 815,526 751,113 
3.875% senior unsecured notes due 2031February 15, 20311,000,000 992,161 991,067 914,360 833,130 
3.625% senior unsecured notes due 2031November 1, 2031600,000 594,852 594,195 529,458 500,880 
3.250% senior unsecured notes due 2033August 15, 2033700,000 693,532 692,862 586,509 542,696 
Variable rate Tranche A Term Loans due 2027(1)
February 16, 2027339,063 337,959 346,352 337,367 346,073 
Total debt(2)
$4,539,063 $4,507,728 $4,511,947 $4,124,310 $3,850,132 

74

__________________________
(1)    On January 26, 2024, all Tranche A Term Loans under the Prior Credit Agreement were repaid in full from proceeds from the Revolving Credit Facility under the Credit Agreement.
(2)    Includes $10.9 million of current-portion of long-term debt.
Maturities of the Company’s principal debt payments as of December 31, 2023 are as follows:
Maturity of Principal Debt Payments
(in thousands)
Amounts
2024(1)
$10,938 
2025(1)
19,688 
2026(1)
26,250 
2027(1)
282,187 
2028— 
Thereafter4,200,000 
Total debt$4,539,063 
_________________________
(1)    All principal payments for years 2024-2027 relate to payments on the Company’s Tranche A Term Loans which were repaid in full on January 26, 2024 from proceeds from the Revolving Credit Facility under the Credit Agreement.
Interest payments attributable to the Senior NotesCompany’s outstanding indebtedness are due as presented in the following table:

Interest payment frequency

First semi-annual interest


payment date

Second semi-

annual interest

payment date

Senior Notes

and Tranche A Term Loans

4.75% senior unsecured notes due 2026

February 1

August 1

5.375% senior unsecured notes due 2027

May 15

November 15

4.000% senior unsecured notes due 2029

Semi-Annual

May 15

November 15

3.625% senior unsecured notes due 2030(1)

Semi-Annual

March 1

September 1

3.875% senior unsecured notes due 2031(2)

Semi-Annual

June 1

3.625% senior unsecured notes due 2031

Semi-Annual

December

May 1

3.250% senior unsecured notes due 2033Semi-AnnualFebruary 15
Variable rate Tranche A Term Loans due 2027(1)
VariableJuly 11

(1)The first payment occurred on September 1, 2020.

(2)The first payment occurrJuly 11, 2022. On January 26, 2024, all Tranche A Term Loans under the Prior Credit Agreement were repaid in full from proceeds from the Revolving Credit Facility under the Credit Agreement.ed on December 1, 2020.

The fair market value of the Company’s debt obligations is determined in accordance with accounting standards related to the determination of fair value and representsrepresent Level 2 valuations, which are based on one or more quoted prices in markets that are not considered to be active or for which all significant inputs are observable, either directly or indirectly.valuations. The Company utilizesutilized the market approach and obtainsobtained security pricing from a vendor who usesused broker quotes and third-party pricing services to determine fair values.

The $500.0 million aggregate principal amount of 4.75% senior unsecured notes due 2026 (the “2026 Senior Notes”) are scheduled to mature and be paid in full on August 1, 2026. At any time prior to August 1, 2021, the Company may redeem all or part of the 2026 Senior Notes upon not less than 30 nor more than 60 days’ prior notice at a redemption price equal to the sum of (i) 100% of the principal amount thereof, plus (ii) a make-whole premium as of the date of redemption, plus (iii) accrued and unpaid interest and additional interest, if any, thereon, to the date of redemption. In addition, the Company may redeem all or part of the 2026 Senior Notes, together with accrued and unpaid interest, on or after August 1, 2021, at redemption prices set forth in the indenture governing the 2026

Senior Notes.


The $500.0 million aggregate principal amount of 5.375% senior unsecured notes due 2027 (the “2027 Senior Notes”) are scheduled to mature and be paid in full on May 15, 2027. At any time prior to May 15, 2022, the Company may redeem all or part of the 2027 Senior Notes upon not less than 30 nor more than 60 days’ prior notice at a redemption price equal to the sum of (i) 100% of the principal amount thereof, plus (ii) a make-whole premium as of the date of redemption, plus (iii) accrued and unpaid interest and additional interest, if any, thereon, to the date of redemption. In addition, the Company may redeem all or part of the 2027 Senior Notes, together with accrued and unpaid interest, on or after May 15, 2022, at redemption prices set forth in the indenture governing the 2027 Senior Notes. At any time prior to May 15, 2021, the Company may use the proceeds of certain equity offerings to redeem up to 35% of the aggregate principal amount of the 2027 Senior Notes, including any permitted additional notes, at a redemption price equal to 105.375% of the principal amount plus accrued and unpaid interest, if any, to the redemption date.

The $1,000.0 million aggregate principal amount of 4.000%senior unsecured notes due 2029 (the “2029 Senior Notes”) are scheduled to mature and be paid in full on November 15, 2029. At any time prior to November 15, 2024, the Company may redeem all or part of the 2029 Senior Notes at a redemption price equal to the sum of (i) 100% of the principal amount thereof, plus (ii) a make-whole premium as of the date of redemption, plus (iii) accrued and unpaid interest and additional interest, if any, thereon, to the date of redemption. In addition, the Company may redeem all or part of the 2029 Senior Notes, together with accrued and unpaid interest, on or after November 15, 2024, at redemption prices set forth in the indenture governing the 2029 Senior Notes. At any time prior to November 15, 2022, the Company may use the proceeds of certain equity offerings to redeem up to 35% of the aggregate principal amount of the 2029 Senior Notes, including any permitted additional notes, at a redemption price equal to 104.000% of the principal amount plus accrued and unpaid interest, if any, to the redemption date.

On March 4, 2020, the Company issued $400.0

The $900.0 million aggregate principal amount of 3.625% senior unsecured notes due 2030 (the “2030 Senior Notes”) in a private offering that was exempt from the registration requirements of the Securities Act of 1933, as amended. The Company used a portion of the net proceeds from the 2030 Senior Notes to redeem the $300.0 million aggregate principal amount that remained outstanding on its 5.250% senior unsecured notes due 2024 (the “2024 Senior Notes”). The early redemption of the 2024 Senior Notes resulted in a $10.0 million loss on debt extinguishment recorded in other expense (income), which included a redemption price of approximately $7.9 million (as set forth in the indenture governing the terms of the 2024 Senior Notes) and the write-off of approximately $2.1 million of unamortized debt issuance costs associated with the 2024 Senior Notes.

The 2030 Senior Notes are scheduled to mature and be paid in full on September 1, 2030. At any time prior to March 1, 2025, the Company may redeem all or part of the 2030 Senior Notes at a redemption price equal to the sum of (i) 100% of the principal amount thereof, plus (ii) a make-whole premium as of the date of redemption, plus (iii) accrued and unpaid interest and additional interest, if any, thereon, to the date of redemption. In addition, the Company may redeem all or part of the 2030 Senior Notes, together with accrued and unpaid interest, on or after March 1, 2025, at redemption prices set forth in the indenture governing the 2030 Senior Notes. At any time prior to March 1, 2023, the Company may use the proceeds of certain equity offerings to redeem up to 35% of the aggregate principal amount of the 2030 Senior Notes, including any permitted additional notes, at a redemption price equal to 103.625% of the principal amount plus accrued and unpaid interest, if any, to the redemption date, so long as at least 50% of the aggregate principal amount of all notes (excluding any additional notes, if any) issued under the indenture governing the 2030 Senior Notes remain outstanding after each such redemption occurs.  

On May 26, 2020, the Company issued

The $1,000.0 million aggregate principal amount of 3.875% senior unsecured notes due 2031 (the “2031“2031A Senior Notes”) in a private offering that was exempt from the registration requirements of the Securities Act of 1933, as amended. The Company used a portion of the net proceeds from the 2031 Senior Notes for the early redemption of all of the outstanding $800.0 million aggregate principal amount of 5.75% senior unsecured notes due 2025 (the "2025 Senior Notes"). The early redemption of the 2025 Senior Notes resulted in an approximately $35.0 million loss on extinguishment recorded in other expense (income). The loss on extinguishment included an applicable premium of approximately $29.5 million (as defined in the indenture governing the terms of the 2025 Senior Notes) and the write-off of approximately $5.5 million unamortized debt issuance costs associated with the 2025 Senior Notes.

The 2031 Senior Notes are scheduled to mature and be paid in full on February 15, 2031. At any time prior to June 1, 2025, the Company may redeem all or part of the 20312031A Senior Notes at a redemption price equal to the sum of (i) 100% of the principal amount thereof, plus (ii) a make-whole premium as of the date of redemption, plus (iii) accrued and unpaid interest, if any, to, but excluding, the redemption date. In addition, the Company may redeem all or part of the 20312031A Senior Notes, together with accrued and unpaid interest, on or after June 1, 2025, at redemption prices set forth in the indenture governing the 2031A Senior Notes.

75

The $600.0 million aggregate principal amount of 3.625% Senior Unsecured Notes due 2031 (the “2031B Senior Notes”) are scheduled to mature on November 1, 2031. At any time prior to November 1, 2026, the Company may redeem all or part of the 2031B Senior Notes at a redemption price equal to the sum of (i) 100% of the principal amount thereof, plus (ii) a make-whole premium as of the date of redemption, plus (iii) accrued and unpaid interest, if any, thereon, to the date of redemption. In addition, the Company may redeem all or part of the 2031B Senior Notes, together with accrued and unpaid interest, on or after November 1, 2026, at redemption prices set forth in the indenture governing the 2031B Senior Notes. At any time prior to JuneNovember 1, 2023,2024, the Company may use the proceeds of certain equity offerings to redeem up to 35% of the aggregate principal amount of the 20312031B Senior Notes, including any permitted additional notes, at a redemption price equal to 103.875%103.625% of the principal amount plus accrued and unpaid interest, if any, to but excluding, the redemption date.

The $700.0 million aggregate principal amount of 3.250% Senior Unsecured Notes due 2033 (the “2033 Senior Notes”) are scheduled to mature on August 15, 2033. At any time prior to August 15, 2027, the Company may redeem all or part of the 2033 Senior Notes at a redemption price equal to the sum of (i) 100% of the principal amount thereof, plus (ii) a make-whole premium as of the date so long asof redemption, plus (iii) accrued and unpaid interest and additional interest, if any, thereon, to the date of redemption. In addition, the Company may redeem all or part of the 2033 Senior Notes, together with accrued and unpaid interest, on or after August 15, 2027, at least 50%redemption prices set forth in the indenture governing the 2033 Senior Notes. At any time prior to August 15, 2024, the Company may use the proceeds of certain equity offerings to redeem up to 35% of the aggregate principal amount of all notes (excludingthe 2033 Senior Notes, including any permitted additional notes, at a redemption price equal to 103.250% of the principal amount plus accrued and unpaid interest, if any) issued underany, to the indenture governing the 2031 Senior Notes remain outstanding after each such redemption occurs.

date.

Revolver.Credit Agreement. OnSince November 20, 2014, the Company entered intohas maintained a $200.0 million senior unsecured revolving credit agreement (as amended, the “Revolving Credit Agreement”) with a syndicate of banks. The RevolvingOn June 9, 2022, the Company, the guarantors party thereto and the lenders and agents party thereto, entered into an Amended and Restated Credit Agreement had an initial term of five years with an option to extend for two additional one-year terms.(the “Prior Credit Agreement”). On August 4, 2016,January 26, 2024, the Company entered into Amendment No. 1a Second Amended and Restated Credit Agreement (the “First Amendment”“Credit Agreement”) toamending and restating in its entirety the Prior Credit Agreement. The Credit Agreement makes available an aggregate of $1,250.0 million of revolving loan commitments under the Revolving Credit Agreement.Facility, which may be drawn until January 26, 2029. The First Amendment, among other things, (i) increased aggregate commitments availableRevolving Credit Facility under the Credit Agreement was drawn at closing in an amount sufficient to be borrowed to $220.0 million, (ii) increasedprepay all term loans outstanding under the maximum consolidated leverage ratio and (iii) extendedTLA Facility under the initial term to August 2021 with an option to extend for an additional one-year term. On May 15, 2018, the Company entered into Amendment No. 2 (the “Second Amendment”) to the RevolvingPrior Credit Agreement. The Second Amendment, among other things, (i) increased aggregate commitmentsobligations under the Credit Agreement are general unsecured obligations of the Company.

Interest on the revolving loans under the Credit Agreement accrues, at a variable rate, based on the secured overnight funding rate (“SOFR”) or the alternate base rate (“Base Rate”), plus, in each case, an applicable margin to be determined based on the credit ratings of the Company’s senior, unsecured long-term debt and will be due on each Interest Payment Date (as defined in the Credit Agreement). So long as the credit rating for the Company’s senior, unsecured long-term debt is set at BBB-/BBB- by each of S&P and Fitch, respectively, the applicable margin is 0.50% for Base Rate loans, and 1.50% for SOFR loans.
The Prior Credit Agreement made available to the Company on December 31, 2023 an aggregate of $500.0 million of revolving loan commitments, which could be borroweddrawn until February 16, 2027, and the TLA Facility. As of December 31, 2023, the revolving loan commitments were undrawn. As noted above, as of December 31, 2023, the commitments under the TLA Facility were drawn in full. The obligations under the Prior Credit Agreement were general unsecured obligations of the Company and the guarantors party thereto.
Interest on the Tranche A Term Loans under the TLA Facility accrued, at a variable rate, based on SOFR or the Base Rate, plus, in each case, an applicable margin and was due on each Interest Payment Date. The applicable margin was calculated by reference to $250.0 million, (ii) extended the termCompany’s Consolidated Leverage Ratio (as defined in the Credit Agreement) and ranged between 1.50% to May 2023 with an option to extend2.00% for an additional one-year term and (iii) decreased the applicable rate and applicable fee rate forSOFR loans, and commitments. On November 15, 2019, the Company entered into Amendment No. 3 (the “Third Amendment”)0.50% to the Revolving Credit Agreement. The Third Amendment, among other things, (i) increased aggregate commitments available to be borrowed to $400.0 million, (ii) extended the term to November 2024 with an option to extend1.00% for an additional one-year term, (iii) decreased the applicable rate and applicable fee rate for loans and commitments and (iv) amended certain restrictive covenants that limit, among other things, the Company’s financial flexibility.Base Rate loans. At December 31, 2020,2023, the Revolving Credit Agreementinterest rate on the TLA Facility was undrawn.7.46%.

In connection with the closings of the Senior Notes offerings, and entry into the Prior Revolving Credit Agreement and the First, Second and Third Amendments,subsequent amendments thereto, including entry into the Credit Agreement, the Company paid certain financing fees which, together with the existing fees related to prior credit facilities, are being amortized over their related lives. At December 31, 2020, $35.02023, $33.0 million of the deferred financing fees and premium remain unamortized, $0.5$0.6 million of which is included in “Prepaids“Prepaid and other assets,” $1.3$1.1 million of which is included in “Other non-current assets” and $33.2$31.3 million of which is grouped and presented as part ofincluded in “Long-term debt” on the Consolidated Statement of Financial Condition.

6.

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7. LEASES

For

The components of lease expense (income) of the year ended December 31, 2018, the Company followed ASC Subtopic 840-10, “Leases,” which required the recognition of rent expense on a straight-line basis over the lease period. Rent expense for office space, including real estate taxes, insurance, maintenance and otherCompany’s operating expenses associated with the leased premises, for the year ended December 31, 2018 was $25.3 million.

On January 1, 2019, the Company adopted ASU 2016-02 “Leases” and began following ASC Subtopic 842-10. Under ASC Subtopic 842-10, the Company recognized a total of $32.8 million and $35.6 million of operating lease expenses for the years ended December 31, 2020 and 2019. The amounts associated with variable lease costs, short-term lease costs and sublease income were not material for the years ended December 31, 2020 and 2019.

leases are as follows:

Twelve Months Ended
December 31,
(in thousands)202320222021
Operating lease expenses$29,240 $29,724 $30,615 
Variable lease costs3,876 3,286 3,017 
Short-term lease costs745 477 343 
Sublease income$(5,127)$(4,630)$(3,303)
Total lease costs$28,734 $28,857 $30,672 
The Company’s leases have remaining lease terms of up to approximately 129 years. Some of these leases have options to extend which, if exercised, would extend the maximum remaining term to approximately 2223 years. Some of the leases also provide for early termination, the exercise of which would shorten the term of those leases by up to 5 years.


The Company recorded pre-tax impairment charges associated with right of use assets of $8.4 million for the year ended December 31, 2021. The impairment charges are included in General and administrative expenses within the consolidated statements of income.

Future minimum commitments for

Maturities of the Company’s operating leases accounted for in accordance with ASC Subtopic 842-10 in place as of December 31, 2020, thelease liabilities, interest and other relevant line items in the Consolidated Statement of Financial Condition as of December 31, 2023 are as follows:

Maturity of Lease Liabilities

 

Operating

 

(in thousands)

 

Leases

 

2021

 

$

28,201

 

2022

 

 

26,189

 

2023

 

 

25,022

 

Maturity of Lease Liabilities
(in thousands)
Maturity of Lease Liabilities
(in thousands)
Operating
Leases

2024

 

 

19,659

 

2025

 

 

19,170

 

2026
2027
2028

Thereafter

 

 

86,361

 

Total lease payments

 

$

204,602

 

Less: Interest
Less: Interest

Less: Interest

 

 

(29,571

)

Present value of lease liabilities

 

$

175,031

 

 

 

 

 

Other accrued liabilities
Other accrued liabilities

Other accrued liabilities

 

$

22,689

 

Long-term operating lease liabilities

 

$

152,342

 

Lease

Weighted-average remaining lease term and discount rate for the Company’s operating leases in place as of December 31, 2020 are as follows:

As of

December 31,

Lease Term and Discount Rate

2020

Weighted-average remaining lease term (years)

8.93

Weighted-average discount rate

3.34

%

As of
Lease Term and Discount Rate
December 31,
2023
December 31,
2022
Weighted-average remaining lease term (years)7.047.86
Weighted-average discount rate3.66 %3.40 %

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Other information forrelated to the Company’s operating leases in place for the year ended December 31, 2020 are as follows:

 

 

Year Ended

 

Other Information

 

December 31,

 

(in thousands)

 

2020

 

Operating cash flows used for operating leases

 

$

30,061

 

Leased assets obtained in exchange for new operating lease

   liabilities

 

$

11,472

 

 Years Ended
Other Information
(in thousands)
December 31,
2023
December 31,
2022
December 31,
 2021
Operating cash flows used for operating leases$31,249 $29,385 $30,972 
Right of use assets obtained in exchange for new
    operating lease liabilities
$12,568 $15,979 $26,004 

7.

8. PROPERTY, EQUIPMENT AND LEASEHOLD IMPROVEMENTS, NET

Property, equipment and leasehold improvements, net at December 31, 20202023 and 20192022 consisted of the following:

 

 

 

As of

 

 

Estimated

 

December 31,

 

 

December 31,

 

 

Useful Lives

 

2020

 

 

2019

 

 

 

 

(in thousands)

 

As ofAs of
(in thousands)(in thousands)Estimated
Useful Lives
December 31,
2023
December 31,
 2022

Computer & related equipment

 

2 to 5 years

 

$

186,786

 

 

$

185,794

 

Furniture & fixtures

 

7 years

 

 

15,276

 

 

 

12,478

 

Leasehold improvements

 

1 to 21 years

 

 

56,537

 

 

 

52,339

 

Work-in-process

 

 

 

2,996

 

 

 

8,667

 

Subtotal

 

 

 

 

261,595

 

 

 

259,278

 

Accumulated depreciation and amortization
Accumulated depreciation and amortization

Accumulated depreciation and amortization

 

 

 

 

(181,149

)

 

 

(168,570

)

Property, equipment and leasehold

improvements, net

 

 

 

$

80,446

 

 

$

90,708

 

Depreciation and amortization expense of property, equipment and leasehold improvements was $29.8$21.0 million, $30.0$26.9 million and $31.3$28.9 million for the years ended December 31, 2020, 20192023, 2022 and 2018,2021, respectively.


8.

9. GOODWILL AND INTANGIBLE ASSETS, NET

Goodwill

The change tofollowing table presents goodwill by reportable segment:
(in thousands)IndexAnalyticsESG and ClimateAll Other - Private AssetsTotal
Goodwill at December 31, 2021$1,205,443 $290,976 $48,047 $691,920 $2,236,386 
Acquisitions⁽¹⁾— — — (541)(541)
Foreign exchange translation adjustment(3,821)— — (2,354)(6,175)
Goodwill at December 31, 2022$1,201,622 $290,976 $48,047 $689,025 $2,229,670 
Acquisitions⁽2
— — 34,912 618,415 653,327 
Foreign exchange translation adjustment1,813 — 1,765 1,117 4,695 
Goodwill at December 31, 2023$1,203,435 $290,976 $84,724 $1,308,557 $2,887,692 

(1)Reflects the Company’s goodwill was as follows:

impact of the acquisition of RCA.

(in thousands)

 

Index

 

 

Analytics

 

 

 

All Other

 

 

 

Total

 

Goodwill at December 31, 2018

 

$

1,203,404

 

 

$

290,976

 

 

 

$

51,381

 

 

 

$

1,545,761

 

Changes to goodwill

 

 

 

 

 

 

 

 

 

14,567

 

(1)

 

 

14,567

 

Foreign exchange translation adjustment

 

 

1,290

 

 

 

 

 

 

 

1,250

 

 

 

 

2,540

 

Goodwill at December 31, 2019

 

$

1,204,694

 

 

$

290,976

 

 

 

$

67,198

 

 

 

$

1,562,868

 

Changes to goodwill

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Foreign exchange translation adjustment

 

 

1,064

 

 

 

 

 

 

 

2,090

 

 

 

 

3,154

 

Goodwill at December 31, 2020

 

$

1,205,758

 

 

$

290,976

 

 

 

$

69,288

 

 

 

$

1,566,022

 

(2)Reflects the impact of the acquisitions of Burgiss and Trove.


(1)

Reflects the impact of the Carbon Delta AG (“Carbon Delta”) acquisition.


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Table of Contents
Intangible Assets, Net

The following table presents the amount of amortization expense related to intangible assets by category for the periods indicated:

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

Years EndedYears Ended

(in thousands)

 

2020

 

 

2019

 

 

2018

 

(in thousands)
December 31,
2023
December 31,
2022
December 31,
2021

Amortization expense of acquired intangible assets

 

$

34,049

 

 

$

34,773

 

 

$

43,981

 

Amortization expense of internally developed

capitalized software

 

 

22,892

 

 

 

14,637

 

 

 

10,208

 

Write-off of internally developed capitalized software

Total amortization of intangible assets expense

 

$

56,941

 

 

$

49,410

 

 

$

54,189

 

During

Following management’s decision to discontinue development and cease related sales activities of certain Analytics segment products and transition existing customers to other product offerings, the Company wrote off $16.0 million of certain internally developed capitalized software intangible assets (consisting of $46.3 million of gross intangible assets less $30.3 million of accumulated amortization) during the year ended December 31, 2018 management decided to discontinue2021. The non-cash charge is recorded as a component of “Amortization of intangible assets” on the useConsolidated Statement of the IPD trade name utilized by the Real Estate segment. As a result, the remaining unamortized value associated with the trade name of $7.9 million was written off in the year ended December 31, 2018.

Income.

The gross carrying and accumulated amortization amounts related to the Company’s identifiable intangible assets were as follows:

 

 

 

As of

 

 

Estimated

 

December 31,

 

 

December 31,

 

 

Useful Lives

 

2020

 

 

2019

 

 

 

 

(in thousands)

 

As ofAs of
(in thousands)(in thousands)Estimated
Useful Lives
December 31,
2023
December 31,
2022

Gross intangible assets:

 

 

 

 

 

 

 

 

 

 

Customer relationships

 

13 to 21 years

 

$

356,700

 

 

$

356,700

 

Trademarks/trade names

 

10 to 21.5 years

 

 

207,300

 

 

 

207,300

 

Technology/software

 

3 to 8 years

 

 

290,908

 

 

 

263,719

 

Customer relationships
Customer relationships

Proprietary data

 

6 to 13 years

 

 

28,627

 

 

 

28,627

 

Internally developed capitalized software
Acquired technology and software
Trademarks

Subtotal

 

 

 

 

883,535

 

 

 

856,346

 

Foreign exchange translation adjustment
Foreign exchange translation adjustment

Foreign exchange translation adjustment

 

 

 

 

(5,262

)

 

 

(7,615

)

Total gross intangible assets

 

 

 

$

878,273

 

 

$

848,731

 

Accumulated amortization:
Accumulated amortization:

Accumulated amortization:

 

 

 

 

 

 

 

 

 

 

Customer relationships

 

 

 

$

(253,465

)

 

$

(231,665

)

Trademarks/trade names

 

 

 

 

(143,207

)

 

 

(133,305

)

Technology/software

 

 

 

 

(231,496

)

 

 

(209,878

)

Customer relationships
Customer relationships

Proprietary data

 

 

 

 

(15,730

)

 

 

(13,963

)

Internally developed capitalized software
Acquired technology and software
Trademarks

Subtotal

 

 

 

 

(643,898

)

 

 

(588,811

)

Foreign exchange translation adjustment
Foreign exchange translation adjustment

Foreign exchange translation adjustment

 

 

 

 

373

 

 

 

1,567

 

Total accumulated amortization

 

 

 

$

(643,525

)

 

$

(587,244

)

Net intangible assets:
Net intangible assets:

Net intangible assets:

 

 

 

 

 

 

 

 

 

 

Customer relationships

 

 

 

$

103,235

 

 

$

125,035

 

Trademarks/trade names

 

 

 

 

64,093

 

 

 

73,995

 

Technology/software

 

 

 

 

59,412

 

 

 

53,841

 

Customer relationships
Customer relationships

Proprietary data

 

 

 

 

12,897

 

 

 

14,664

 

Internally developed capitalized software
Acquired technology and software
Trademarks

Subtotal

 

 

 

 

239,637

 

 

 

267,535

 

Foreign exchange translation adjustment
Foreign exchange translation adjustment

Foreign exchange translation adjustment

 

 

 

 

(4,889

)

 

 

(6,048

)

Total net intangible assets

 

 

 

$

234,748

 

 

$

261,487

 

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Table of Contents
Estimated amortization expense for succeeding years is presented below:

Years Ending December 31,

 

Amortization

Expense

 

 

(in thousands)

 

2021

 

$

59,605

 

2022

 

 

52,283

 

2023

 

 

41,618

 

Years Ending December 31,
(in thousands)
Years Ending December 31,
(in thousands)
Amortization
Expense

2024

 

 

34,770

 

2025

 

 

20,697

 

2026
2027
2028

Thereafter

 

 

25,775

 

Total

 

$

234,748

 


9.

10. EMPLOYEE BENEFITS

The Company sponsors a 401(k) plan for eligible U.S. employees and defined contribution and defined benefit pension plans that cover substantially all of its non-U.S. employees. Eligible employees may participate in the MSCI 401(k) plan (or any other regional defined contribution plan sponsored by MSCI) immediately upon hire. Eligible employees receive 401(k) and other defined contribution plan matching contributions, which are subject to vesting and certain other limitations. Additionally, some non-US employees are eligible to participate in and receive contributions to defined benefit plans.

The following table reflects the employee benefits expense by cost, type and location in the Statement of Income for the periods indicated:

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

Years EndedYears Ended

(in thousands)

 

2020

 

 

2019

 

 

2018

 

(in thousands)
December 31,
 2023
December 31,
2022
December 31,
2021

Employee benefit cost type

 

 

 

 

 

 

 

 

 

 

 

 

401(k) and other defined contribution plans
401(k) and other defined contribution plans

401(k) and other defined contribution plans

 

 

21,804

 

 

 

19,909

 

 

 

19,228

 

Pension related net period benefit expense

 

 

4,671

 

 

 

4,135

 

 

 

3,570

 

Total

 

$

26,475

 

 

$

24,044

 

 

$

22,798

 

 

 

 

 

 

 

 

 

 

 

 

 

Location in the Statement of Income

 

 

 

 

 

 

 

 

 

 

 

 

Location in the Statement of Income
Location in the Statement of Income
Cost of revenues
Cost of revenues

Cost of revenues

 

$

9,913

 

 

$

9,387

 

 

$

10,162

 

Selling and marketing

 

 

7,910

 

 

 

7,368

 

 

 

6,946

 

Research and development

 

 

5,328

 

 

 

4,705

 

 

 

3,840

 

General and administrative

 

 

2,289

 

 

 

1,844

 

 

 

1,796

 

Other expense (income)

 

 

1,035

 

 

 

740

 

 

 

54

 

Total

 

$

26,475

 

 

$

24,044

 

 

$

22,798

 

The Company uses a measurement date of December 31 to calculate obligations under its pension and postretirement plans. As of December 31, 20202023 and 2019,2022, the Company carried a net liability of $36.1$31.9 million and $30.4$20.1 million, respectively, in “Other non-current liabilities” on the Consolidated Statement of Financial Condition related to its future pension obligations. The fair value of the defined benefit plan assets were $28.5was $31.8 million and $25.0$29.8 million at December 31, 20202023 and 2019,2022, respectively.

The Company’s retiree benefit plans include defined benefit plans for employees in Switzerland, as well as other countries where MSCI maintains an operating presence.

Our Switzerland plans are government-mandated retirement funds that provide employees with a minimum investment return, which is determined annually by the Swiss government and was 1.00%1.0% in the years ended December 31, 2020, 20192023, 2022 and 2018.2021. Under the Switzerland plans, the Company and our employees are required to make contributions into a fund managed by an independent investment fiduciary. Employer contributions must be in an amount at least equal to the employee’s contribution. Minimum employeeEmployee contributions are based on the respective employee’s age, salary and gender.chosen contribution scale. As of December 31, 20202023 and 2019,2022, the Switzerland defined benefitplans had a gross pension liability of $34.8$30.9 million and $32.6$26.5 million, respectively, and plan assets that totaled $24.6$27.2 million and $21.9$26.3 million, respectively. In the years ended December 31, 2020, 20192023, 2022 and 2018,2021, we recognized net periodic benefit expense of $0.5$0.3 million, $1.0$0.4 million and $1.3$0.3 million, respectively, related to our Switzerland plans. The discount rate for the Switzerland defined benefit pension plan was 0.10%1.40% and 2.40%, respectively, as of December 31, 20202023 and 0.30% as2022.
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Table of December 31, 2019.Contents

The investment strategies of the non-U.S. defined benefit plans vary according to the plan provisions and local laws. The majority of the assets in the non-U.S. plans are in the Switzerland plans. The Switzerland plans are associated with an insured collective retirement foundation, whereby assets are held in trust and the assets are comingled with those of other participating companies. Investment decisions are made by a board of the collective retirement foundation, comprised of participating company representatives and representatives from the insurer. The overall strategy is to manage risk while maximizing total returns.


10.

11. SHAREHOLDERS’ EQUITY (DEFICIT)

This note reflects the share repurchases and related activity as well as share-based compensation activity recognized by the Company, for all periods referenced.

Return of capital
On July 28, 2022

On October 29, 2020, , the Board of Directors authorized a stock repurchase program (the “2022 Repurchase Program”) for the purchase of up to $1,000.0 million worth of shares of MSCI’s common stock in addition to the $539.1 million$804.5 million of authorization then remaining under a previously existing share repurchase program (that was replaced by, and incorporated into, the “20202022 Repurchase Program”)Program for a total of $1,804.5$1,539.1 million of stock repurchase authorization.

Share repurchases made pursuant to the 20202022 Repurchase Program may take place in the open market or in privately negotiated transactions from time to time based on market and other conditions. This authorization may be modified, suspended or terminated by the Board of Directors at any time without prior notice. As of December 31, 2020,2023, there was $1,728.8$845.7 million of available authorization remaining under the 20202022 Repurchase Program.

The following table provides information with respect to repurchases of the Company’s common stock pursuantmade on the open market:
Year Ended
(in thousands, except per share data)
Average
Price
Paid Per
Share
Total
Number of
Shares
Repurchased
Dollar
Value of
Shares
Repurchased(1)
December 31, 2023$468.26 980$458,721 
December 31, 2022$470.68 2,730$1,284,825 
December 31, 2021$412.25 339$139,580 
_____________________________
(1)     As of January 1, 2023, the Company’s share repurchases in excess of issuances are subject to open market repurchases:

a 1% excise tax enacted by the Inflation Reduction Act. The values in this column exclude the 1% excise tax incurred on share repurchases. Any excise tax incurred is recognized as part of the cost of the shares acquired in the Consolidated Statements of Shareholders’ Equity (Deficit).

Year Ended

 

Average

Price

Paid Per

Share

 

 

Total

Number of

Shares

Repurchased

 

 

Dollar

Value of

Shares

Repurchased

 

 

 

(in thousands, except per share data)

 

December 31, 2020

 

$

291.76

 

 

 

2,493

 

 

$

727,344

 

December 31, 2019

 

$

147.97

 

 

 

690

 

 

$

102,081

 

December 31, 2018

 

$

148.34

 

 

 

6,236

 

 

$

924,989

 

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The following table presents cash dividends declared and distributed per common share as well as total amounts declared, distributed and deferred for the periods indicated:

indicated

 

Dividends

 

 

Per Share

 

 

Declared

 

 

Distributed

 

 

(Released)/

Deferred

 

2020

 

(in thousands, except per share data)

 

DividendsDividends
(in thousands, except per share data)(in thousands, except per share data)Per ShareDeclaredDistributed(Released)/
Deferred
2023
Three Months Ended March 31,
Three Months Ended March 31,

Three Months Ended March 31,

 

$

0.68

 

 

$

59,233

 

 

$

59,455

 

 

$

(222

)

Three Months Ended June 30,

 

 

0.68

 

 

 

57,360

 

 

 

57,068

 

 

 

292

 

Three Months Ended September 30,

 

 

0.78

 

 

 

65,830

 

 

 

65,454

 

 

 

376

 

Three Months Ended December 31,

 

 

0.78

 

 

 

65,029

 

 

 

64,653

 

 

 

376

 

Year Ended December 31,

 

$

2.92

 

 

$

247,452

 

 

$

246,630

 

 

$

822

 

2019

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

2022
2022
2022
Three Months Ended March 31,
Three Months Ended March 31,

Three Months Ended March 31,

 

$

0.58

 

 

$

55,339

 

 

$

57,988

 

 

$

(2,649

)

Three Months Ended June 30,

 

 

0.58

 

 

 

49,613

 

 

 

49,365

 

 

 

248

 

Three Months Ended September 30,

 

 

0.68

 

 

 

58,176

 

 

 

57,882

 

 

 

294

 

Three Months Ended December 31,

 

 

0.68

 

 

 

58,176

 

 

 

57,916

 

 

 

260

 

Year Ended December 31,

 

$

2.52

 

 

$

221,304

 

 

$

223,151

 

 

$

(1,847

)

2018

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

2021
2021
2021
Three Months Ended March 31,
Three Months Ended March 31,

Three Months Ended March 31,

 

$

0.38

 

 

$

34,848

 

 

$

34,900

 

 

$

(52

)

Three Months Ended June 30,

 

0.38

 

 

 

34,254

 

 

 

33,935

 

 

 

319

 

Three Months Ended September 30,

 

0.58

 

 

 

52,264

 

 

 

51,764

 

 

 

500

 

Three Months Ended December 31,

 

0.58

 

 

 

50,907

 

 

 

50,434

 

 

 

473

 

Year Ended December 31,

 

$

1.92

 

 

$

172,273

 

 

$

171,033

 

 

$

1,240

 


Common Stock

The following table presents activity related to shares of common stock issued and repurchased for the periods indicated:

 

Common

 

 

Treasury

 

 

Common Stock

 

 

Stock Issued

 

 

Stock

 

 

Outstanding

 

Balance At December 31, 2017

 

 

129,543,856

 

 

 

(39,438,971

)

 

 

90,104,885

 

Common
Stock Issued
Common
Stock Issued
Treasury
Stock
Common Stock
Outstanding
Balance At December 31, 2020Balance At December 31, 2020132,829,175(50,255,768)82,573,407

Dividend payable/paid

 

 

734

 

 

 

(579

)

 

 

155

 

Dividend payable/paid268(156)112

Common stock issued and exercise of stock options

 

 

479,277

 

 

 

 

 

 

479,277

 

Shares withheld for tax withholding and exercises

 

 

 

 

 

(174,991

)

 

 

(174,991

)

Common stock issuedCommon stock issued331,427331,427
Shares withheld for tax withholdingShares withheld for tax withholding(133,431)

Shares repurchased under stock repurchase programs

 

 

 

 

 

(6,235,629

)

 

 

(6,235,629

)

Shares repurchased under stock repurchase programs(338,577)

Shares issued to Directors

 

 

6,059

 

 

 

(5,618

)

 

 

441

 

Shares issued to Directors1,3085,2036,511

Balance At December 31, 2018

 

 

130,029,926

 

 

 

(45,855,788

)

 

 

84,174,138

 

Balance At December 31, 2021Balance At December 31, 2021133,162,178(50,722,729)82,439,449

Dividend payable/paid

 

 

1,064

 

 

 

(585

)

 

 

479

 

Common stock issued and exercise of stock options

 

 

2,387,145

 

 

 

 

 

 

2,387,145

 

Shares withheld for tax withholding and exercises

 

 

 

 

 

(1,077,815

)

 

 

(1,077,815

)

Dividend payable/paid
Dividend payable/paid124124
Common stock issuedCommon stock issued456,425456,425
Shares withheld for tax withholdingShares withheld for tax withholding(209,492)

Shares repurchased under stock repurchase programs

 

 

 

 

 

(689,891

)

 

 

(689,891

)

Shares repurchased under stock repurchase programs(2,729,715)

Shares issued to Directors

 

 

1,277

 

 

 

(403

)

 

 

874

 

Shares issued to Directors4,278(1,080)3,198

Balance At December 31, 2019

 

 

132,419,412

 

 

 

(47,624,482

)

 

 

84,794,930

 

Balance At December 31, 2022Balance At December 31, 2022133,623,005(53,663,016)79,959,989
Dividend payable/paid
Dividend payable/paid

Dividend payable/paid

 

 

553

 

 

 

(337

)

 

 

216

 

4646

Common stock issued

 

 

406,960

 

 

 

 

 

 

406,960

 

Common stock issued188,798188,798

Shares withheld for tax withholding and exercises

 

 

 

 

 

(165,239

)

 

 

(165,239

)

Shares withheld for tax withholdingShares withheld for tax withholding(81,789)

Shares repurchased under stock repurchase programs

 

 

 

 

 

(2,492,994

)

 

 

(2,492,994

)

Shares repurchased under stock repurchase programs(979,623)

Shares issued to Directors

 

 

2,250

 

 

 

27,284

 

 

 

29,534

 

Shares issued to Directors5,483(1,692)3,791

Balance At December 31, 2020

 

 

132,829,175

 

 

 

(50,255,768

)

 

 

82,573,407

 

Balance At December 31, 2023Balance At December 31, 2023133,817,332(54,726,120)79,091,212

Share-Based

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Share-based Compensation

The Company regularly issues share-based compensation to its employees and directors who are not employees of the Company. The accounting guidance for share-based compensation requires measurement of compensation cost for share-based awards at fair value and recognition of compensation cost over the service period, net of estimated forfeitures.

In February 2021, the Company granted a portion of its employees awards in the form of RSUs and PSUs. The total number of units granted was 182,971. The aggregate fair value of the awards was $65.9 million. A portion of the awards granted consisted of RSUs vesting over a three-year period, with one-third vesting on each anniversary of the grant in 2022, 2023 and 2024. A smaller portion of the awards granted consisted of PSUs that will time-vest over a three-year period and a five-year period and are subject to the achievement of the applicable absolute total shareholder return compounded annual growth rate measured over a three-year and five-year performance period, respectively. The PSUs that will time-vest over a three-year period are subject to a one-year sale restriction. All of these awards are subject to forfeiture under specific criteria set in the award agreements.

In connection with awards under its equity-based compensation and benefit plans, the Company is authorized to use newly-issuednewly issued shares or certain shares of common stock held in treasury.


In February 2024, the Company granted a portion of its employees awards in the form of RSUs, PSUs and PSOs. The total number of units and options granted was 264,872. The aggregate fair value of the awards was $99.9 million. The RSUs granted in 2024 vest at the end of a three-year service period. The PSUs granted in 2024 vest at the end of a three-year service period, are subject to a one-year sale restriction and are also subject to the achievement of an absolute total shareholder return compounded annual growth rate, measured over a three-year period. The PSOs granted in 2024 vest and become exercisable at the end of a three-year service period and are subject to a performance condition based on the combined level of achievement of a cumulative revenue performance goal and a cumulative adjusted EPS performance goal, measured over a three-year period. All of these awards are subject to forfeiture under specific criteria set in the award agreements.

The following table presents the amount of share-based compensation expense by category for the periods indicated:

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

Years EndedYears Ended

(in thousands)

 

2020

 

 

2019

 

 

2018

 

(in thousands)
December 31,
2023
December 31,
2022
December 31,
2021

Cost of revenues

 

$

14,523

 

 

$

11,190

 

 

$

10,334

 

Selling and marketing

 

 

13,545

 

 

 

14,943

 

 

 

12,851

 

Research and development

 

 

7,344

 

 

 

5,966

 

 

 

4,175

 

General and administrative

 

 

19,826

 

 

 

11,991

 

 

 

13,203

 

Other expense (income)

 

 

379

 

 

 

 

 

 

 

Total share-based compensation expense

 

$

55,617

 

 

$

44,090

 

 

$

40,563

 

The windfall tax benefits for share-based compensation expense related to RSUs PSUs and other restricted stock unit awardsPSUs (together, the “Share-based Awards”) as well as stock options granted to Company employees and to directors who are not employees of the Company were $20.9$11.4 million, $82.5$28.4 million and $8.8$22.3 million for the years ended December 31, 2020, 20192023, 2022 and 2018,2021, respectively.

As of December 31, 2020, $43.92023, $91.7 million of compensation cost related to MSCI unvested share-based awards granted to the Company’s employees and to directors who are not employees of the Company had not yet been recognized. The unrecognized compensation cost relating to unvested stock-based awards expected to vest will be recognized primarily over the next one to fivethree years.

In connection with awards under its equity-based compensation and benefit plans, the Company is authorized to issue shares of common stock. As of December 31, 2020, 4.82023, 3.1 million shares of common stock were available for future grants under these plans.

Share-based Awards.Awards
Certain Company employees have been granted Share-based Awards pursuant to a share-based compensation plan. The plan provides for the deferral of a portion of certain employees’ discretionary compensation with awards made in the form ofOutstanding Share-based Awards.Awards include RSUs and PSUs. Recipients of Share-based Awards generally have rights to receive dividend equivalents that are subject to vesting.
The Company reports the target number of PSUs granted unless it has determined, based on the actual achievement of performance measures, that an employee will receive a different amount of shares underlying the PSUs, in which case the Company reports the amount of shares employees are likely to receive.
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Table of Contents

The fair value of the PSUs on the award dates were estimated under the Monte Carlo method using the following weighted average assumptions:

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

2020

 

 

2019

 

 

2018

 

Years EndedYears Ended
December 31,
2023
December 31,
2023
December 31,
2022
December 31,
2021

Risk free interest rate

 

 

1.28

%

 

 

2.46

%

 

 

2.30

%

Risk free interest rate3.75 %1.42 %0.33 %

Historical stock price volatility

 

 

25.42

%

 

 

21.98

%

 

 

20.51

%

Historical stock price volatility41.10 %37.29 %34.13 %

Term (in years)

 

 

3.8

 

 

 

3.7

 

 

 

3.5

 

Term (in years)3.04.0
Discount of Lack of MarketabilityDiscount of Lack of Marketability9.0 %8.0 %4.0 %


The risk-free interest rate was determined based on the yields available on U.S. Constant Maturity Treasury yield curve as of the valuation dates with a maturity commensurate with the terms. The expected stock price volatility was determined using historical volatility. Since the PSU awards are dividend-protected, the assumed dividend yield applied in the valuation was 0.0%.


The following table presents activity concerning the Company’s vested and unvested Share-based Awards applicable to its employees (share data in thousands) for the period indicated:

 

 

 

 

 

Weighted

 

 

 

 

 

 

Average

 

 

 

 

 

 

Grant

 

 

Number of

 

 

Date Fair

 

For the Year Ended December 31, 2020

 

Shares

 

 

Value

 

Vested and unvested Share-based Awards at

December 31, 2019

 

 

757

 

 

$

122.42

 

For the Year Ended December 31, 2023
(in thousands, except fair value data)
For the Year Ended December 31, 2023
(in thousands, except fair value data)
Number of
Shares
Weighted
Average
Grant
Date Fair
Value
Vested and unvested Share-based Awards at December 31, 2022

Granted

 

 

454

 

 

$

170.57

 

Conversion to common stock

 

 

(417

)

 

$

97.79

 

Canceled

 

 

(55

)

 

$

147.49

 

Vested and unvested Share-based Awards at

December 31, 2020 (1)

 

 

739

 

 

$

163.99

 

Vested and unvested Share-based Awards at December 31, 2023
Vested and unvested Share-based Awards expected to vest
Vested and unvested Share-based Awards expected to vest
Vested and unvested Share-based Awards expected to vest

(1)

As of December 31, 2020, 670 Share-based Awards, with a weighted average grant date fair value of $165.61, were vested or expected to vest.

The total fair value of Share-based Awards held by the Company’s employees that converted to MSCI common stock during the years ended December 31, 2020, 20192023, 2022 and 20182021 was $133.6$107.8 million, $401.7$250.4 million and $63.6$152.6 million, respectively.

Stock Option Awards
Certain Company employees have also been granted stock option awards in the form of PSOs. The fair value of PSOs on the award dates were estimated under the Black-Scholes pricing model using the following weighted average assumptions:
Years Ended
December 31,
2023
December 31,
2022
Risk-free interest rate3.44 %1.71 %
Expected stock volatility32.81 %30.37 %
Expected life (in years)6.56.5
Expected dividend yield1.00 %0.76 %

The risk-free interest rate was determined based on the yields available on the U.S. Constant Maturity Treasury yield curve as of the valuation dates with a term commensurate with the expected life of the stock option award. The expected stock price volatility was calculated using historical volatility. As we do not have sufficient historical data, we utilized the simplified method provided by the SEC to calculate the expected life as the average of the contractual term and vesting period. The expected dividend yield was calculated by annualizing the most recent cash dividend declared by the Company’s Board of Directors at grant date and dividing by the closing stock price on the grant date.
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Table of Contents
The following table presents activity concerning the Company’s unvested Share-based AwardsPSOs related to its employees (share data in thousands):

 

 

 

 

 

 

Weighted

 

 

 

 

 

 

 

Average

 

 

 

 

 

 

 

Grant

 

 

 

Number of

 

 

Date Fair

 

For the Year Ended December 31, 2020

 

Shares

 

 

Value

 

Unvested Share-based Awards at December 31, 2019

 

 

727

 

 

$

123.21

 

Granted

 

 

437

 

 

$

174.25

 

Vested

 

 

(382

)

 

$

99.24

 

Canceled

 

 

(55

)

 

$

147.49

 

Unvested Share-based Awards at December 31, 2020

 

 

727

 

 

$

164.58

 

 

 

 

 

 

 

 

 

 

Unvested Share-based Awards expected to vest

 

 

658

 

 

$

166.29

 

For the Year Ended December 31, 2023
(in thousands, except fair value data)
Number of
Option Awards
Weighted
Average
Exercise Price
Weighted
Average
Remaining Life (Years)
Aggregate Intrinsic Value(1)
Vested and unvested stock option awards at December 31, 2022119 $549.83 
Granted117 $554.52 
Conversion to stock options— $— 
Canceled(5)$551.40 
Vested and unvested stock option awards at December 31, 2023231 $552.18 8.6$3,388 
Unvested stock option awards expected to vest219 $552.15 8.6$3,220 


_____________________________

(1)Calculated using the closing stock price on the last trading day of fiscal 2023, less the option exercise price, multiplied by the number of PSOs multiplied by expected payout %.
There were 0 remainingno stock option awards issued or outstanding for the year ended December 31, 2021. Additionally, there were no stock options outstanding that could be exercised during the year ended December 31, 2020. The intrinsic valueany of the stock options exercised by the Company’s employees during the years ended December 31, 2019 and 2018 was $22.1 million and $4.8 million, respectively.

11.2023, 2022 or 2021.

12. INCOME TAXES

The provision for income taxes (benefits) by taxing jurisdiction consisted of:

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

2020

 

 

2019

 

 

2018

 

 

(in thousands)

 

Years EndedYears Ended
(in thousands)(in thousands)
December 31,
2023
December 31,
2022
December 31,
2021

Current

 

 

 

 

 

 

 

 

 

 

 

 

U.S. federal
U.S. federal

U.S. federal

 

$

39,665

 

 

$

31,493

 

 

$

51,316

 

U.S. state and local

 

 

29,942

 

 

 

6,841

 

 

 

31,680

 

Non U.S.

 

 

70,441

 

 

 

22,103

 

 

 

39,795

 

235,727

 

 

140,048

 

 

 

60,437

 

 

 

122,791

 

Deferred

 

 

 

 

 

 

 

 

 

 

 

 

Deferred
Deferred
U.S. federal
U.S. federal

U.S. federal

 

 

(44,507

)

 

 

(11,941

)

 

 

(1,406

)

U.S. state and local

 

 

(8,911

)

 

 

(4,001

)

 

 

5,566

 

Non U.S.

 

 

(2,227

)

 

 

(4,825

)

 

 

(4,940

)

(15,258)

 

 

(55,645

)

 

 

(20,767

)

 

 

(780

)

 

 

 

 

 

 

 

 

 

 

 

 

Provision for income taxes

 

$

84,403

 

 

$

39,670

 

 

$

122,011

 

Provision for income taxes
Provision for income taxes

85

Table of Contents
The following table reconciles the U.S. federal statutory income tax rate to the effective income tax rate:

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

2020

 

 

2019

 

 

2018

 

Years EndedYears Ended
December 31,
2023
December 31,
2023
December 31,
2022
December 31,
2021

U.S. federal statutory income tax rate

 

 

21.00

%

 

 

21.00

%

 

 

21.00

%

U.S. federal statutory income tax rate21.00 %21.00 %21.00 %

U.S. state and local income taxes, net of U.S.

federal income tax benefits

 

 

3.14

%

 

 

2.51

%

 

 

4.66

%

U.S. state and local income taxes, net of U.S. federal income tax benefits2.40 %2.71 %2.90 %

Change in tax rates applicable to non-U.S.

earnings

 

 

(3.30

%)

 

 

(3.74

%)

 

 

(2.20

%)

Change in tax rates applicable to non-U.S. earnings(3.65 %)(3.96 %)(5.09 %)

Foreign Derived Intangible Income (FDII),

net of GILTI (1)

 

 

(3.84

%)

 

 

1.05

%

 

 

(0.13

%)

Foreign Derived Intangible Income (FDII), net of GILTIForeign Derived Intangible Income (FDII), net of GILTI(0.15 %)(0.50 %)(1.09 %)

Domestic tax credits and incentives

 

 

(0.59

%)

 

 

(0.31

%)

 

 

(0.30

%)

Domestic tax credits and incentives(0.53 %)(0.46 %)(0.59 %)

Net tax charge related to Tax Reform

 

 

%

 

 

%

 

 

(1.78

%)

Impact of Burgiss TransactionImpact of Burgiss Transaction(1.58 %)— %— %

Valuation allowance

 

 

%

 

 

(0.10

%)

 

 

(1.41

%)

Valuation allowance— %— %— %

Excess share-based compensation

 

 

(3.24

%)

 

 

(13.94

%)

 

 

(1.14

%)

Excess share-based compensation(0.84 %)(2.72 %)(2.65 %)

Other

 

 

(0.87

%)

 

 

0.11

%

 

 

0.67

%

Other(0.55 %)0.53 %0.92 %

Effective income tax rate

 

 

12.30

%

 

 

6.58

%

 

 

19.37

%

Effective income tax rate16.10 %16.60 %15.40 %

(1)

Current period includes (3.00%) released during the year related to the favorable impact on prior years from final regulations clarifying certain provisions of Tax Reform. Certain prior period amounts have been reclassified to conform to the current period presentation.

On December 22, 2017, the U.S. government enacted comprehensive tax legislation commonly referred to as the Tax Cuts and Jobs Act (“Tax Reform”).  Given the significance of the legislation, the SEC staff issued Staff Accounting Bulletin No. 118, “Income Tax Accounting Implications of the Tax Cuts and Jobs Act,” (“SAB 118”), which allowed registrants to record provisional amounts during a one year “measurement period” similar to that used when accounting for business combinations. 

Tax Reform significantly revised the U.S. corporate income tax by, among other things, lowering U.S. corporate income tax rates, implementing a territorial tax system and imposing a one-time tax on deemed repatriation of historic earnings and profits (“E&P”) of foreign subsidiaries (the “Toll Charge”). The provisions of Tax Reform began impacting the Company for the annual reporting periods, including interim periods within those periods, beginning after December 31, 2017 as well as during the three months ended December 31, 2017. The U.S. federal income tax rate reduction was effective as of January 1, 2018.


In the year ended December 31, 2018, the Company finalized the Toll Charge and determined the final impact of Tax Reform, resulting in a net benefit of $11.2 million that included a benefit of $5.7 million on the change to the provisional estimate of the Toll Charge and a benefit of $2.6 million for a reduction in the expected withholding taxes from Switzerland. The Company also recorded a benefit of $2.9 million related to the revaluation of deferred taxes at the lower statutory rate as a result of tax planning. The cumulative net charge of Tax Reform was $23.3 million as of December 31, 2018.

Deferred income taxes reflect the net tax effects of temporary differences between the financial reporting and tax basesbasis of assets and liabilities and are measured using the enacted tax rates and laws that will be in effect when such differences are expected to reverse. Significant components of the Company’s deferred tax assets and liabilities as of December 31, 20202023 and 2019,2022, were as follows:

As ofAs of
(in thousands)(in thousands)
December 31,
2023
December 31,
2022
Deferred tax assets:
Unearned revenue
Unearned revenue
Unearned revenue
Capitalized expenses
Lease liabilities
Employee compensation and benefit plans
Intangible assets
Interest expense carryforwards
Other
Loss carryforwards

 

As of

 

 

December 31,

 

 

December 31,

 

Subtotal

 

2020

 

 

2019

 

Subtotal

 

(in thousands)

 

Deferred tax assets:

 

 

 

 

 

 

 

 

Unearned revenue

 

$

46,530

 

 

$

 

Lease liabilities

 

 

40,786

 

 

 

43,584

 

Employee compensation and benefit plans

 

 

20,602

 

 

 

17,438

 

Interest expense carryforwards

 

 

7,901

 

 

 

19,028

 

Loss carryforwards

 

 

3,071

 

 

 

2,928

 

Pension

 

 

3,066

 

 

 

2,558

 

Subtotal

 

 

121,956

 

 

 

85,536

 

Less: valuation allowance
Less: valuation allowance

Less: valuation allowance

 

 

 

 

 

 

Total deferred tax assets

 

$

121,956

 

 

$

85,536

 

Deferred tax liabilities:
Deferred tax liabilities:

Deferred tax liabilities:

 

 

 

 

 

 

 

 

Intangible assets

 

$

(51,862

)

 

$

(57,155

)

Intangible assets
Intangible assets
Property, equipment and leasehold improvements, net

Right of use assets

 

 

(35,634

)

 

 

(38,666

)

Property, equipment and leasehold

improvements, net

 

 

(20,197

)

 

 

(20,531

)

Other

Unremitted foreign earnings

 

 

(1,279

)

 

 

(12,996

)

Unearned revenue

 

 

 

 

 

(1,079

)

Other

 

 

(2,131

)

 

 

(837

)

Pension

Total deferred tax liabilities

 

$

(111,103

)

 

$

(131,264

)

Net deferred tax assets (deferred tax liabilities)

 

$

10,853

 

 

$

(45,728

)

Net deferred tax assets
Net deferred tax assets
Net deferred tax assets

As presented in the table above, the Company has certain loss and interest carryforward items. The tax value of the U.S. portion of the interest carryforward was $0.7 million and $13.2 millionzero as of December 31, 20202023 and December 31, 2019, respectively.2022. The tax value of the non-U.S. portion of the interest carryforward was $7.2$10.1 million and $5.8$11.3 million as of December 31, 20202023 and December 31, 2019,2022, respectively. These carryforwards areThis carryforward is subject to an annual limitationslimitation on utilization over an indefinite life.

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Net operating loss carryforwards in the U.S. were $8.7$32.2 million with a tax value of $1.8$7.6 million and $13.8$48.7 million with a tax value of $1.9$10.9 million as of December 31, 20202023 and December 31, 2019,2022, respectively. These carryforwards are subject to annual limitations and will begin to expire in 2026. The tax value of the non-U.S. portion of the net operating loss was $1.2$0.1 million and $1.0$2.2 million as of December 31, 20202023 and December 31, 20192022 respectively. These carryforwards are subject to annual limitations and will begin to expire in 2021.

2025.

The Company believes the totalmajority of the deferred tax assets at December 31, 20202023 are more likely than not to be realized based on expectations as to future taxable income in the jurisdictions in which it operates. The Companyoperates with the exception of a loss carryforward in one jurisdiction where it has determined that there is 0 requirement to establishestablished a valuation allowance as of December 31, 2020.

$0.03 million.

The following table presents changes in the Company’s deferred tax asset valuation allowance for the periods indicated:

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

2020

 

 

2019

 

 

2018

 

 

(in thousands)

 

Years EndedYears Ended
(in thousands)(in thousands)
December 31,
 2023
December 31,
2022
December 31,
2021

Beginning balance

 

$

 

 

$

632

 

 

$

11,575

 

Additions charged to cost and expenses

 

 

 

 

 

 

 

 

 

Deductions

 

 

 

 

 

(632

)

 

 

(10,943

)

Ending balance

 

$

 

 

$

 

 

$

632

 

The following table presents the components of income before provision for income taxes generated by domestic or foreign operations for the periods indicated:

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

2020

 

 

2019

 

 

2018

 

 

(in thousands)

 

Years EndedYears Ended
(in thousands)(in thousands)
December 31,
2023
December 31,
2022
December 31,
2021

Domestic

 

$

353,049

 

 

$

351,177

 

 

$

399,000

 

Foreign (1)

 

 

333,176

 

 

 

252,141

 

 

 

230,896

 

Total income before provision for income taxes

 

$

686,225

 

 

$

603,318

 

 

$

629,896

 

(1)

Foreign income before provision for income taxes is defined as income generated from operations located outside the U.S., which includes income from foreign branches of U.S. companies.

As of December 31, 2020, the Company is no longer maintaining the indefinite reinvestment assertion on the undistributed earnings in its India subsidiary accumulated after January 1, 2018. As of December 31, 2020,2023, the Company has provided for applicable state income and foreign withholding taxes on all undistributed earnings onof its foreign subsidiaries.

The Company regularly assesses the likelihood of additional assessments in each of the taxing jurisdictions in which it files income tax returns. The Company has established unrecognized tax benefits that the Company believes are adequate in relation to the potential for additional assessments. Once established, the Company adjusts unrecognized tax benefits only when more information is available or when an event occurs necessitating a change. As part of the Company’s periodic review of unrecognized tax benefits and based on new information regarding the status of federal and state examinations, the Company’s unrecognized tax benefits are remeasured. Based on the current status of income tax audits, the Company believes it is reasonably possible that the total amount of unrecognized benefits may decrease by approximately $14.8$23.0 million in the next twelve months as a result of the resolution of tax examinations.

The Company believes the resolution of tax matters will not have a material effect on the Consolidated Statement of Financial Condition of the Company, although a resolution could have a material impact on the Company’s Consolidated Statement of Income for a particular future period and on the Company’s effective tax rate for any period in which such resolution occurs.


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The following table presents a reconciliation of the beginning and ending amount of the gross unrecognized tax benefits, excluding interest and penalties, for the years ended December 31, 2020, 20192023, 2022 and 2018:

2021:

 

 

Years Ended

 

Gross unrecognized tax benefits

 

December 31,

 

 

December 31,

 

 

December 31,

 

(in thousands)

 

2020

 

 

2019

 

 

2018

 

Beginning balance

 

$

15,841

 

 

$

14,091

 

 

$

10,022

 

Increases based on tax positions related to the

   current period

 

 

292

 

 

 

2,413

 

 

 

3,928

 

Increases based on tax positions related to

   prior periods

 

 

2,099

 

 

 

 

 

 

1,892

 

Decreases based on tax positions related to

   prior periods

 

 

 

 

 

 

 

 

(297

)

Decreases related to settlements

   with taxing authorities

 

 

 

 

 

 

 

 

 

Decreases related to a lapse of

   applicable statute of limitations

 

 

(1,611

)

 

 

(663

)

 

 

(1,454

)

Ending balance

 

$

16,621

 

 

$

15,841

 

 

$

14,091

 

Years Ended
Gross unrecognized tax benefits
(in thousands)
December 31,
2023
December 31,
2022
December 31,
2021
Beginning balance$32,523 $33,039 $16,621 
Increases based on tax positions related to the current period5,028 640 511 
Increases based on tax positions related to prior periods1,961 3,807 20,321 
Decreases based on tax positions related to prior periods— (597)— 
Decreases related to settlements with taxing authorities(5,711)(4,366)— 
Decreases related to a lapse of applicable statute of limitations— — (4,414)
Ending balance$33,801 $32,523 $33,039 

The total amount of unrecognized tax benefits was $16.6$33.8 million, $15.8$32.5 million and $13.8$33.0 million net of federal benefit of state issues, competent authority and foreign tax credit offsets, as of December 31, 2020, 20192023, 2022 and 2018,2021, respectively, which, if recognized, would favorably affect the effective tax rate in future periods. The Company recognizes the accrual of interest and penalties related to unrecognized tax benefits in the “Provision for income taxes” in the Consolidated Statement of Income. For the years ended December 31, 2020, 2019 and 2018, theThe Company recognized 0, $0.4$2.1 million, $(0.5) million and $0.2 million, respectively, ofzero interest in the Consolidated Statement of Income with respect to unrecognized tax benefits. Penalties of $0.4 million were recognized in the Consolidated Statement of Income and the Consolidated Statement of Financial Positionbenefits for the yearyears ended December 31, 2020. NaN penalties2023, 2022 and 2021, respectively. Penalties of $1.3 million, $(0.3) million and $0.3 million were recognized in the Consolidated Statement of Income and the Consolidated Statement of Financial Position for the years ended December 31, 20192023, 2022 and 2018.2021, respectively. The amount of accrued interest, which includes interest related to uncertain tax positions and accrued income tax expense, recorded on the Consolidated Statement of Financial Condition as ofwas $2.5 million, $0.4 million and $0.9 million for the years ended December 31, 2020, 20192023, 2022 and 2018 was $0.9 million.

2021, respectively.

The Company is under examination by the IRS and other tax authorities in certain jurisdictions, including foreign jurisdictions, such as the United Kingdom, Switzerland, and India and states withinin the United StatesU.S. in which the Company has significant operations, such as New York.York and California. The tax years currently under examination vary by jurisdiction but include years ranging from 2007 through 2019.

12. DIVESTITURES

Divestiture of FEA

On April 9, 2018, MSCI completed the FEA divestiture for $21.0 million in cash. The sale included $2.9 million of goodwill, $2.7 million of fully amortized identifiable intangible assets, $6.1 million of other net assets and $1.4 million of transaction costs, which resulted in a gain of $10.6 million included in “Other expense (income)” within the Consolidated Statement of Income. FEA was included as a component of the Analytics segment through the date of divestiture. The results of operations from FEA were not material to the Company.

2008 onwards.

Divestiture of InvestorForce

On October 12, 2018, the Company completed the InvestorForce divestiture for $62.0 million in cash plus an additional $0.8 million for working capital adjustment, $8.7 million of allocated goodwill, $4.0 million of identifiable intangible assets, net of accumulated amortization, $0.7 million of other net assets and $2.8 million of transaction costs, which resulted in a gain of approximately $46.6 million included in “Other expense (income)” within the Consolidated Statement of Income. InvestorForce was included as a component of the Analytics segment through the date of divestiture. The results of operations from InvestorForce were not material to the Company.  

13. SEGMENT INFORMATION

ASC Subtopic 280-10, “Segment Reporting,” establishes standards for reporting information about operating segments. Operating segments are defined as components of an enterprise about which separate financial information is available that is evaluated regularly by the chief operating decision maker or CODM,(“CODM”), in deciding how to allocate resources and assess performance. MSCI’s Chief Executive Officer and its President and Chief Operating Officer, who are together considered to be its CODM, review financial information presented on an operating segment basis for purposes of making operating decisions and assessing financial performance.

The CODM measures and evaluates reportable segments based on segment operating revenues as well as Adjusted EBITDA and other measures. The Company excludes the following items from segment Adjusted EBITDA: provision for income taxes, other expense (income), net, depreciation and amortization of property, equipment and leasehold improvements, amortization of intangible assets and, at times, certain other transactions or adjustments, including the impactimpairment related to the vestingsublease of multi-year restricted stock units granted in 2016 toleased property and certain senior executives that are subject to the achievement of multi-year total shareholder return targets, which are performance targets with a market condition (the “2016 Multi-Year PSUs”),non-recurring acquisition-related integration and transaction costs, that the CODM does not consider for the purposes of making decisions to allocate resources among segments or to assess segment performance. Although these amounts are excluded from segment Adjusted EBITDA, they are included in reported consolidated net income and are included in the reconciliation that follows.

The Company’s computation of segment Adjusted EBITDA may not be comparable to other similarly-titled measures computed by other companies because all companies do not calculate segment Adjusted EBITDA in the same fashion.

Operating revenues and expenses directly associated with each segment are included in determining its operating results. Other expenses that are not directly attributable to a particular segment are based upon allocation methodologies, including time estimates, revenue, headcount, sales targets, data center consumption and other relevant usage measures. Due to the integrated structure of MSCI’s business, certain costs incurred by one segment may benefit other segments. A segment may use the content and data produced by another segment without incurring an arm’s-length intersegment charge.

The CODM does not review any information regarding total assets on an operating segment basis. Operating segments do not record intersegment revenues, and, accordingly, there is none to be reported. The accounting policies for segment reporting are the same as for MSCI as a whole.

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Table of Contents
The Company has 5five operating segments: Index, Analytics, ESG and Climate, Real EstateAssets and Private Capital Solutions, which are presented as the following four reportable segments: Index, Analytics, ESG and Climate and All Other – Private Assets. During the year ended December 31, 2023, the Company renamed the Burgiss operating segment to Private Capital Solutions. The operating segments of Real Assets and Private Capital Solutions do not individually meet the segment reporting thresholds and have been combined and presented as part of All Other – Private Assets reportable segment.
Prior to the step acquisition of Burgiss Group, LLC (“Burgiss”).

on October 2, 2023, the Company’s ownership interest in Burgiss was classified as an equity-method investment. Therefore, the All Other – Private Assets segment did not include the Company’s proportionate share of operating revenues and Adjusted EBITDA related to Burgiss. The Company’s proportionate share of the income or loss from its equity-method investment in Burgiss was not a component of Adjusted EBITDA as it was reported as a component of other (expense) income, net. Following the acquisition, the consolidated results of Burgiss were included in the Company’s Private Capital Solutions operating segment.

The Index operating segment is a provider of primarilyoffers equity and fixed income indexes. The indexes are used in many areas of the investment process, including for developing indexed product creationfinancial products (e.g., ETFs, mutual funds, annuities, futures, options, structured products, over-the-counter derivatives), performance benchmarking, portfolio construction and rebalancing, and asset allocation.

allocation.

The Analytics operating segment offers risk management, performance attribution and portfolio management content, applications and services that provide clients with an integrated view of risk and return and tools for analyzing market, credit, liquidity, counterparty and counterpartyclimate risk across all major asset classes, spanning short-, medium- and long-term time horizons. Clients access our Analytics tools and content through MSCI’s proprietary applications and application programming interfaces, third-party applications or directly through their own platforms. Additionally, the Analytics operating segment also provides various managed services to help clients operate more efficiently, including consolidation of client portfolio data from various sources, review and reconciliation of input data and results, and customized reporting.

reporting.

The ESG and Climate operating segment offers products and services that help institutional investors understand how ESG and climate considerations can impact the long-term risksrisk and opportunities in financial markets.return of their portfolio and individual security-level investments. In addition, MSCIthe ESG Research data and ratings are used in the construction of equity and fixed income indexes from our IndexClimate operating segment provides data, ratings, research and tools to help institutional investors more effectively benchmarknavigate increasing regulation, meet new client demands and better integrate ESG and climate elements into their investment performance, issue indexed investment products, as well as manage, measure and report on ESG mandatesprocesses.

.

The Real EstateAssets operating segment offers research, reporting,data, benchmarks, return-analytics, climate assessments and market data and benchmarking offerings that provideinsights for tangible assets such as real estate performance analytics for funds, investors and managers.infrastructure. In addition, Real EstateAssets performance and risk analytics range from enterprise-wide to property-specific analysis. The Real EstateAssets operating segment also provides business intelligence products to real estate owners, managers, developers and brokers worldwideworldwide.

.

The BurgissPrivate Capital Solutions operating segment represents the Company’s equity method investment in Burgiss,offers a global providersuite of investment decision support tools forto help private capital. See Note 14, “Equity Method Investment,” for further information.

Theasset investors across mission-critical workflows, such as sourcing terms and conditions, evaluating operating segmentsperformance of ESG, Real Estateunderlying portfolio companies,managing risk and Burgiss do not individually meet the segment reporting thresholds and have been combined and presented as part of All Other for disclosure purposes. Burgiss is an equity-method investment, therefore, the All Other segment does not include the Company’s proportionate share of operating revenues and Adjusted EBITDA related to Burgiss. The Company’s proportionate share of Burgiss’s equity earnings is not a component of Adjusted EBITDA as it is reported as a component of other (expense) income, net.

activities supporting private capital investing.

The following table presents operating revenues by reportable segment for the periods indicated:

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

2020

 

 

2019

 

 

2018

 

(in thousands)

 

Years EndedYears Ended
(in thousands)(in thousands)
December 31,
2023
December 31,
2022
December 31,
2021

Operating revenues

 

 

 

 

 

 

 

 

 

 

 

 

Index

 

$

1,016,495

 

 

$

920,937

 

 

$

835,475

 

Index
Index

Analytics

 

 

513,808

 

 

 

496,925

 

 

 

479,939

 

All Other

 

 

165,087

 

 

 

139,934

 

 

 

118,570

 

ESG and Climate
All Other - Private Assets

Total

 

$

1,695,390

 

 

$

1,557,796

 

 

$

1,433,984

 

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Table of Contents
The following table presents segment profitability and a reconciliation to net income for the periods indicated:

Years Ended
(in thousands)
December 31,
2023
December 31,
2022
December 31,
2021
Index Adjusted EBITDA$1,106,973 $985,407 $951,312 
Analytics Adjusted EBITDA274,875 247,895 198,799 
ESG and Climate Adjusted EBITDA91,678 61,094 29,748 
All Other - Private Assets Adjusted EBITDA49,425 35,275 16,931 
Total operating segment profitability1,522,951 1,329,671 1,196,790 
Amortization of intangible assets114,429 91,079 80,592 
Depreciation and amortization of property, equipment and
   leasehold improvements
21,009 26,893 28,901 
Impairment related to sublease of leased property477 — 7,702 
Acquisition-related integration and
  transaction costs (1)
2,427 4,059 6,870 
Operating income1,384,609 1,207,640 1,072,725 
Other expense (income), net15,548 163,799 214,589 
Provision for income taxes220,469 173,268 132,153 
Net income$1,148,592 $870,573 $725,983 

 

 

Years Ended

 

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

 

 

2020

 

 

2019

 

 

2018

 

 

(in thousands)

 

Index Adjusted EBITDA

 

$

766,493

 

 

$

670,188

 

 

$

607,853

 

Analytics Adjusted EBITDA

 

 

172,924

 

 

 

152,113

 

 

 

143,645

 

All Other Adjusted EBITDA

 

 

32,093

 

 

 

28,198

 

 

 

20,935

 

Total operating segment profitability

 

 

971,510

 

 

 

850,499

 

 

 

772,433

 

2016 Multi-Year PSUs grant payroll tax expense

 

 

 

 

 

15,389

 

 

 

 

Amortization of intangible assets

 

 

56,941

 

 

 

49,410

 

 

 

54,189

 

Depreciation and amortization of property,

   equipment and leasehold improvements

 

 

29,805

 

 

 

29,999

 

 

 

31,346

 

Operating income

 

 

884,764

 

 

 

755,701

 

 

 

686,898

 

Other expense (income), net

 

 

198,539

 

 

 

152,383

 

 

 

57,002

 

Provision for income taxes

 

 

84,403

 

 

 

39,670

 

 

 

122,011

 

Net income

 

$

601,822

 

 

$

563,648

 

 

$

507,885

 

(1)Represents transaction expenses and other costs directly related to the acquisition and integration of acquired businesses, including professional fees, severance expenses, regulatory filing fees and other costs, in each case that are incurred no later than 12 months after the close of the relevant acquisition.


RevenueOperating revenues by geography isare primarily based on the shipping address of the ultimate customer utilizing the product. The following table presents revenue by geographic area for the periods indicated:

 

Years Ended

 

 

December 31,

 

 

December 31,

 

 

December 31,

 

Years EndedYears Ended

(in thousands)

 

2020

 

 

 

2019

 

 

2018

 

(in thousands)
December 31,
2023
December 31,
2022
December 31,
2021

Operating revenues

 

 

 

 

 

 

 

 

 

 

 

 

Americas:

 

 

 

 

 

 

 

 

 

 

 

 

Americas:
Americas:
United States
United States

United States

 

$

723,962

 

 

$

698,105

 

 

$

662,345

 

Other

 

 

71,408

 

 

 

65,997

 

 

 

58,065

 

Total Americas

 

 

795,370

 

 

 

764,102

 

 

 

720,410

 

Europe, the Middle East and Africa ("EMEA"):

 

 

 

 

 

 

 

 

 

 

 

 

Europe, the Middle East and Africa (“EMEA”):
Europe, the Middle East and Africa (“EMEA”):
Europe, the Middle East and Africa (“EMEA”):
United Kingdom
United Kingdom

United Kingdom

 

 

262,188

 

 

 

234,926

 

 

 

214,204

 

Other

 

 

364,547

 

 

 

325,221

 

 

 

293,252

 

Total EMEA

 

 

626,735

 

 

 

560,147

 

 

 

507,456

 

Asia & Australia:
Asia & Australia:

Asia & Australia:

 

 

 

 

 

 

 

 

 

 

 

 

 

Japan

 

 

80,591

 

 

 

71,629

 

 

 

67,100

 

Other

 

 

192,694

 

 

 

161,918

 

 

 

139,018

 

Total Asia & Australia

 

 

273,285

 

 

 

233,547

 

 

 

206,118

 

Total

 

$

1,695,390

 

 

$

1,557,796

 

 

$

1,433,984

 

Total
Total

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Long-lived assets consist of property, equipment and leasehold improvements, right of use assets and internally developed capitalized software, net of accumulated depreciation and amortization. The following table presents long-lived assets by geographic area on the dates indicated:

 

As of

 

 

December 31,

 

 

December 31,

 

 

2020

 

 

2019

 

 

(in thousands)

 

As ofAs of
(in thousands)(in thousands)
December 31,
2023
December 31,
2022

Long-lived assets

 

 

 

 

 

 

 

 

Americas:

 

 

 

 

 

 

 

 

Americas:
Americas:
United States
United States

United States

 

$

182,776

 

 

$

199,022

 

Other

 

 

13,949

 

 

 

16,343

 

Total Americas

 

 

196,725

 

 

 

215,365

 

EMEA:
EMEA:

EMEA:

 

 

 

 

 

 

 

 

 

United Kingdom

 

 

19,678

 

 

 

20,480

 

Other

 

 

33,561

 

 

 

36,121

 

Total EMEA

 

 

53,239

 

 

 

56,601

 

Asia & Australia:
Asia & Australia:

Asia & Australia:

 

 

 

 

 

 

 

 

 

Japan

 

 

1,896

 

 

 

2,351

 

Other

 

 

37,946

 

 

 

32,326

 

Total Asia & Australia

 

 

39,842

 

 

 

34,677

 

Total

 

$

289,806

 

 

$

306,643

 

Total
Total

Certain prior period amounts in the preceding table have been reclassified to conform to the current period presentation.

14. EQUITY METHOD INVESTMENT

In January 2020, MSCI entered into a strategic relationship with Burgiss, a global provider of investment decision support tools for private capital. The Company acquired a 40% non-controlling interest for $190.8 million, including capitalized costs, which is accounted for as an equity method investment with the Company’s share of Burgiss’ earnings being recognized in “Other expense (income), net” in the Consolidated Statements of Income. The Company is applying a policy election to recognize its share of Burgiss’ earnings on a three-month lag. For the year ended December 31, 2020, the Company has recognized in its results of operations an immaterial amount in earnings related to its investment in Burgiss. MSCI has also elected to apply the nature of the distribution approach to determine the classification of the distributions it receives from its equity method investee. In the year ended December 31, 2020, MSCI received an immaterial amount in distributions from its equity method investee.


The Company’s investment substantially exceeds the Company’s share of the underlying equity of Burgiss. A portion of this excess, representing the excess of the fair value of Burgiss’ intangible assets over their book value, is amortized into “Other expense (income), net” over the useful lives of the respective intangible assets

15. QUARTERLY RESULTS OF OPERATIONS (unaudited):

 

 

2020

 

 

2019

 

 

 

First

 

 

Second

 

 

Third

 

 

Fourth

 

 

First

 

 

Second

 

 

Third

 

 

Fourth

 

 

 

Quarter

 

 

Quarter

 

 

Quarter

 

 

Quarter

 

 

Quarter

 

 

Quarter

 

 

Quarter

 

 

Quarter

 

 

 

(in thousands, except per share data)

 

Operating revenues

 

$

416,780

 

 

$

409,616

 

 

$

425,333

 

 

$

443,661

 

 

$

371,381

 

 

$

385,558

 

 

$

394,251

 

 

$

406,606

 

Cost of revenues

 

 

74,609

 

 

 

70,456

 

 

 

70,704

 

 

 

75,935

 

 

 

82,346

 

 

 

71,975

 

 

 

70,486

 

 

 

70,154

 

Selling and marketing

 

 

55,549

 

 

 

51,617

 

 

 

52,668

 

 

 

56,662

 

 

 

56,048

 

 

 

51,657

 

 

 

52,107

 

 

 

59,486

 

Research and development

 

 

26,562

 

 

 

22,534

 

 

 

24,901

 

 

 

27,056

 

 

 

23,172

 

 

 

23,752

 

 

 

24,310

 

 

 

27,100

 

General and administrative

 

 

30,833

 

 

 

28,309

 

 

 

27,613

 

 

 

27,872

 

 

 

27,497

 

 

 

26,378

 

 

 

26,559

 

 

 

29,659

 

Amortization of intangible assets

 

 

13,776

 

 

 

14,062

 

 

 

14,333

 

 

 

14,770

 

 

 

11,793

 

 

 

12,013

 

 

 

12,361

 

 

 

13,243

 

Depreciation and amortization of

   property, equipment and

   leasehold improvements

 

 

7,567

 

 

 

7,463

 

 

 

7,494

 

 

 

7,281

 

 

 

7,850

 

 

 

7,405

 

 

 

7,209

 

 

 

7,535

 

Total operating expenses

 

 

208,896

 

 

 

194,441

 

 

 

197,713

 

 

 

209,576

 

 

 

208,706

 

 

 

193,180

 

 

 

193,032

 

 

 

207,177

 

Operating income

 

 

207,884

 

 

 

215,175

 

 

 

227,620

 

 

 

234,085

 

 

 

162,675

 

 

 

192,378

 

 

 

201,219

 

 

 

199,429

 

Interest income

 

 

(3,483

)

 

 

(771

)

 

 

(475

)

 

 

(301

)

 

 

(4,086

)

 

 

(3,345

)

 

 

(3,673

)

 

 

(5,299

)

Interest expense

 

 

40,231

 

 

 

41,227

 

 

 

37,536

 

 

 

37,330

 

 

 

35,915

 

 

 

35,915

 

 

 

35,922

 

 

 

40,289

 

Other expense (income)

 

 

8,287

 

 

 

35,552

 

 

 

1,516

 

 

 

1,890

 

 

 

2,554

 

 

 

63

 

 

 

222

 

 

 

17,906

 

Other expense (income), net

 

 

45,035

 

 

 

76,008

 

 

 

38,577

 

 

 

38,919

 

 

 

34,383

 

 

 

32,633

 

 

 

32,471

 

 

 

52,896

 

Income before provision for

   income taxes

 

 

162,849

 

 

 

139,167

 

 

 

189,043

 

 

 

195,166

 

 

 

128,292

 

 

 

159,745

 

 

 

168,748

 

 

 

146,533

 

Provision for income taxes

 

 

14,724

 

 

 

24,044

 

 

 

6,685

 

 

 

38,950

 

 

 

(49,900

)

 

 

34,055

 

 

 

31,765

 

 

 

23,750

 

Net income

 

$

148,125

 

 

$

115,123

 

 

$

182,358

 

 

$

156,216

 

 

$

178,192

 

 

$

125,690

 

 

$

136,983

 

 

$

122,783

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Earnings per basic common

   share

 

$

1.75

 

 

$

1.38

 

 

$

2.18

 

 

$

1.89

 

 

$

2.11

 

 

$

1.48

 

 

$

1.62

 

 

$

1.45

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Earnings per diluted common

   share

 

$

1.73

 

 

$

1.36

 

 

$

2.16

 

 

$

1.87

 

 

$

2.08

 

 

$

1.47

 

 

$

1.60

 

 

$

1.44

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Weighted average shares outstanding    

   used in computing per share data

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Basic

 

 

84,870

 

 

 

83,666

 

 

 

83,602

 

 

 

82,737

 

 

 

84,253

 

 

 

84,750

 

 

 

84,765

 

 

 

84,802

 

Diluted

 

 

85,548

 

 

 

84,349

 

 

 

84,479

 

 

 

83,707

 

 

 

85,649

 

 

 

85,393

 

 

 

85,550

 

 

 

85,546

 

16. SUBSEQUENT EVENTS

On January 25, 2021,29, 2024, the Board of Directors of the Company declared a quarterly dividend of $0.78$1.60 per share of common stock to be paid on February 26, 202129, 2024 to shareholders of record as of the close of trading on February 19, 2021.

Effective16, 2024.

On January 1, 2021,26, 2024, the Company, will present the ESG operating segmentlenders party thereto and JPMorgan Chase Bank, N.A., in its capacity as a separate reportable segmentadministrative agent, entered into the Credit Agreement, amending and willrestating in its entirety the Prior Credit Agreement. The Credit Agreement makes available to the Company an aggregate of $1,250.0 million of revolving loan commitments, which may be renamed ESG and Climate. In addition,drawn until January 26, 2029. The revolving loans under the All Other reportable segment will be renamedCredit Agreement were drawn at closing in an amount sufficient to All Other – Private Assets and will be comprisedprepay all term loans outstanding under the TLA Facility of the Real EstatePrior Credit Agreement. The obligations under the Credit Agreement are general unsecured obligations of the Company. Upon the termination of the Prior Credit Agreement on January 26, 2024, the subsidiary guarantors were released from their guarantees under the Prior Credit Agreement and Burgiss operating segments. These changes will be reflected in subsequent filings.

the Indentures.

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Item 9.Changes in and Disagreements With Accountants on Accounting and Financial Disclosure

None.

Item 9A.

Controls and Procedures

(a). Evaluation of Disclosure Controls and Procedures

The Company maintains disclosure controls and procedures that are designed to ensure that information required to be disclosed in the Company’s reports under the Securities Exchange Act of 1934, as amended (the “Exchange Act”), is recorded, processed, summarized and reported within the time periods specified in the SEC’s rules and forms, and that such information is accumulated and communicated to management, including our Chief Executive Officer (“CEO”) and Chief Financial Officer (“CFO”) as appropriate, to allow timely decisions regarding required disclosure.

Management of the Company, with the participation of its CEO and CFO, evaluated the effectiveness of the Company’s disclosure controls and procedures. Based on their evaluation, as of December 31, 2020,2023, the end of the period covered by this Annual Report on Form 10-K, the Company’s CEO and CFO have concluded that the Company’s disclosure controls and procedures (as defined in Rules 13a-15(e) and 15d-15(e) under the Exchange Act) were effective.

(b). Management’s Annual Report Onon Internal Control Over Financial Reporting

Our management is responsible for establishing and maintaining adequate internal control over financial reporting. Internal control over financial reporting is defined in Rules 13a-15(f) and 15d-15(f) promulgated under the Exchange Act as a process designed by, or under the supervision of, our principal executive and principal financial officers or persons performing similar functions and effected by the Company’s Board of Directors, management and other personnel, to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with GAAP and includes those policies and procedures that:

pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect our transactions and dispositions of our assets,

pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect our transactions and dispositions of our assets,

provide reasonable assurance that transactions are recorded as necessary to permit preparation of our financial statements in accordance with GAAP, and that our receipts and expenditures are being made only in accordance with authorizations of management and directors of the Company, and

provide reasonable assurance that transactions are recorded as necessary to permit preparation of our financial statements in accordance with GAAP, and that our receipts and expenditures are being made only in accordance with authorizations of management and directors of the Company, and

provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use or disposition of our assets that could have a material effect on the financial statements.

provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use or disposition of our assets that could have a material effect on the financial statements.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.


Management assessed the effectiveness of our internal control over financial reporting as of December 31, 20202023 based on the criteria described in Internal Control—Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).

Based on this assessment, management, including the Company’s CEO and CFO, concluded that, as of December 31, 2020,2023, our internal control over financial reporting was effective in providing reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles.

Management excluded The Burgiss Group, LLC (“Burgiss”), acquired on October 2, 2023, and Trove Research Ltd (“Trove”), acquired on November 1, 2023 from its evaluation of internal control over financial reporting as of December 31, 2023. Burgiss and Trove are wholly-owned subsidiaries whose total assets and total revenues excluded from management’s assessment of internal controls over financial reporting collectively represent approximately 0.7% and 1.0%, respectively, of the related consolidated financial statement amounts as of and for the year ended December 31, 2023.

PricewaterhouseCoopers LLP, our independent registered public accounting firm, has audited and issued a report on the effectiveness of our internal control over financial reporting as of December 31, 2020,2023, which appears on page 58 of this Annual Report on Form 10-K.

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Table of Contents
(c). Changes in Internal Control Over Financial Reporting

There have been no changes in our internal control over financial reporting (as defined in Rules 13a-15(f) and 15d-15(f) under the Exchange Act) during the fiscal quarter ended December 31, 20202023 that have materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.

Item 9B.

Other Information

During the three months ended December 31, 2023, none of the Company’s directors or officers, as defined in Section 16 of the Exchange Act, adopted or terminated a “Rule 10b5-1 trading arrangement” or a “non-Rule 10b5-1 trading arrangement,” as each term is defined in Item 408(a) of Regulation S-K of the Exchange Act.
On February 8, 2024, the Board of Directors (the “Board”) of MSCI Inc. (the “Company”) approved and adopted amendments to the Company’s Amended and Restated Bylaws (the “Bylaws”), effective as of February 8, 2024, to permit one or more stockholders of record or beneficial owners holding not less than 15% of the voting power of shares of the Company’s capital stock continuously for at least one year the right to call a special meeting of stockholders (the “Special Meeting Right”).

In connection with the adoption of the Special Meeting Right, the Bylaws were also amended to provide for certain procedural requirements for stockholders to call a special meeting of stockholders and to provide for other technical, conforming and clarifying revisions.

The foregoing description of the Bylaws does not purport to be complete and is qualified in its entirety by reference to the Bylaws, a copy of which is which is attached to this Annual Report on Form 10-K as Exhibit 3.2 and incorporated herein by reference.
Item 9C.    Disclosure Regarding Foreign Jurisdiction that Prevent Inspections
None.


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Table of Contents
PART III

Item 10.

Directors, Executive Officers and Corporate Governance

Except for the information relating to our Executive Officers set forth in Part I of this Annual Report on Form 10-K, we incorporate by reference the information responsive to this Item appearing in our Proxy Statement, which will be filed no later than 120 days after December 31, 2020.

2023.

Information regarding our Code of Ethics and Business Conduct and Corporate Governance Policies is incorporated herein by reference from our Proxy Statement, which will be filed no later than 120 days after December 31, 2020.2023. Any amendments to, or waivers from, a provision of our Code of Ethics that apply to our principal executive officer, principal financial officer, principal accounting officer or controller, or persons performing similar functions and that relates to any element of the Code of Ethics enumerated in paragraph (b) of Item 406 of Regulation S-K shall be disclosed by posting such information on our website at www.msci.com. The informationwww.msci.com. Information contained on our website is not and should not be considered adeemed part of or incorporated by reference into this Annual Report on Form 10-K.

10-K or any other report filed with the SEC.

Item 11.

Executive Compensation

We incorporate by reference the information responsive to this Item appearing in our Proxy Statement, which will be filed no later than 120 days after December 31, 2020.

2023.

Item 12.

Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters

We incorporate by reference the additional information responsive to this Item appearing in our Proxy Statement, which will be filed no later than 120 days after December 31, 2020.2023.
Equity Compensation Plans
On February 18, 2016, the Board of Directors, upon the recommendation of the Compensation & Talent Management Committee of the Board of Directors (the “Compensation Committee”), approved the MSCI Inc. 2016 Non-Employee Directors Compensation Plan (the “Directors Plan”), a cash and equity incentive compensation plan that was approved by shareholders at the Company’s 2016 annual meeting of shareholders. The Directors Plan replaced the Company’s then existing non-employee director compensation plan, the MSCI Inc. Independent Directors’ Equity Compensation Plan (the “2011 Plan”). The total number of shares authorized to be awarded under the Directors Plan is 352,460, which is equal to the number of shares that remained available for issuance under the 2011 Plan. Under the MSCI Inc. Non-Employee Directors Deferral Plan, directors may elect to defer receipt of all or any portion of any shares of our common stock issuable upon conversion of any stock unit or any retainer elected to be paid in shares of our common stock until (i) 60 days following separation of service or (ii) the earlier of a specified date or 60 days following separation of service.
On February 18, 2016, the Board of Directors, upon the recommendation of the Compensation Committee, approved the MSCI Inc. 2016 Omnibus Plan (“Omnibus Plan”), an equity incentive compensation plan that was approved by shareholders at the Company’s 2016 annual meeting of shareholders. The Omnibus Plan replaced the Company’s then existing equity compensation plan, the MSCI Inc. Amended and Restated 2007 Equity Incentive Compensation Plan (as amended, the “2007 Plan”). Compensation paid to the Company’s executive officers historically complied with the performance-based compensation exception under 162(m) of the IRC (“162(m)”) by being granted pursuant to the MSCI Inc. Performance Formula and Incentive Plan (the “Performance Plan”). Shareholder approval of the Omnibus Plan constituted approval of the material terms of the performance goals under the Omnibus Plan for purposes of 162(m). In light of the final Section 162(m) regulations published in December 2020, which, among other things, eliminated the performance-based compensation exception under Section 162(m), the Compensation Committee determined to cease awarding compensation to the Company’s executive officers under the Performance Plan starting with calendar year 2021.
Pursuant to the Omnibus Plan, the Company reserved 7,565,483 shares of common stock for issuance; plus any additional shares which become available due to forfeiture, expiration or cancellation of outstanding awards, which were registered under the Securities Act following approval by the Company’s shareholders. This is in addition to currently outstanding awards under the 2007 Plan. The Omnibus Plan permits the Compensation Committee to make grants of a variety of equity-based awards (such as stock options, stock appreciation rights, restricted stock units, restricted stock, performance awards and other stock-based awards) totaling up to 7,565,483 and other cash-based awards to eligible recipients, including employees and consultants. No awards will be granted under the Omnibus Plan after the earliest to occur of (i) April 28, 2026, (ii) the maximum number of shares available for issuance having been issued and (iii) the Board of Directors terminating the Omnibus Plan in accordance with its terms.
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Table of Contents
The following table presents certain information provided under Part II, Item 5. “Marketwith respect to our equity compensation plans at December 31, 2023:
Number of securities
to be issued upon
exercise of
outstanding options,
warrants and rights
(a)
Weighted-average
exercise price of
outstanding options,
warrants and rights
(b) (3)
Number of securities
remaining available
for future issuance
under equity
compensation plans
(excluding securities
reflected in column(a))
(c)
Equity Compensation Plans Approved by Security Holders
MSCI Inc. 2016 Omnibus Plan
Restricted Stock Units (“RSUs”)161,637N/A
Performance Stock Units (“PSUs”) (1)
813,690N/A
Performance Stock Options (“PSOs”) (2)
461,016$552.18
Total MSCI Inc. 2016 Omnibus Plan1,436,343N/A2,856,296
MSCI Inc. 2016 Non-Employee Directors Compensation Plan (RSUs)3,934N/A268,522
Equity Compensation Plans Not Approved by Security HoldersN/A
Total1,440,277N/A3,124,818

(1)The numbers included for Registrant’s Common Equity, Related Stockholder Matters And Issuer PurchasesPSUs in column (a) reflect the maximum payout. Assuming target number payout, the number of Equity Securities”securities to be issued upon vesting of this Annual Report on Form 10-KPSUs is incorporated by reference herein.

356,430.
(2)The numbers included for PSOs in column (a) reflect options at the maximum payout. Assuming target number payout, the number of securities to be issued upon vesting of PSOs is 230,508.
(3)Does not reflect the unvested RSUs or PSUs included in column (a) because these awards have no exercise price.

Item 13.

We incorporate by reference the information responsive to this Item appearing in our Proxy Statement, which will be filed no later than 120 days after December 31, 2020.

2023.

Item 14.

Item 14.Principal Accountant Fees and Services

We incorporate by reference the information responsive to this Item appearing in our Proxy Statement, which will be filed no later than 120 days after December 31, 2020.

2023.

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Table of Contents
PART IV

Item 15.    Exhibit and Financial Statement Schedules
Item 15.

Exhibit and Financial Statement Schedules

(a)(1) Financial Statements

The financial statements are provided under Part II, Item 8. “Financial Statements and Supplementary Data” of this Annual Report on Form 10-K.

(a)(2) Financial Statement Schedules

No financial statement schedules are provided because the information called for is not applicable or not required or is included in the consolidated financial statements or the notes thereto provided under Part II, Item 8. “Financial Statements and Supplementary Data” of this Annual Report on Form 10-K.

(a)(3) Exhibits

The information required by this Item is set forth below.

EXHIBIT INDEX

Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

Exhibit
Number
DescriptionFormFile No.Exhibit No.Filing Date

3.1

Third Amended and Restated Certificate of Incorporation

10-Q

001-33812

3.1

5/4/2012

3.110-Q001-338123.15/4/2012

3.2

Amended and Restated By-laws

8-K/A

001-33812

3.1

1/11/2021

3.2Filed Herewith

4.1

Form of Senior Indenture

S-3

333-206232

4.1

8/7/2015

4.1S-3333-2062324.18/7/2015

4.2

Form of Subordinated Indenture

S-3

333-206232

4.2

8/7/2015

4.2S-3333-2062324.28/7/2015

4.3

Form of Common Stock Certificate

10-Q

001-33812

4.1

5/4/2012

4.310-Q001-338124.15/4/2012

4.4

Indenture, dated as of August 4, 2016, among MSCI Inc., each of the Subsidiary Guarantors party thereto and Wells Fargo Bank, National Association, as Trustee

8-K

001-33812

4.1

8/5/2016

4.48-K001-338124.111/7/2019

4.5

Form of Note for MSCI Inc. 4.750% Senior Notes due August 1, 2026 (included in Exhibit 4.4)

8-K

001-33812

4.2

8/5/2016

4.58-K001-338124.211/7/2019

4.6

Indenture, dated as of May 18, 2018, among MSCI Inc., each of the subsidiary guarantors party thereto and Wells Fargo Bank, National Association, as Trustee

8-K

001-33812

4.1

5/18/2018

4.68-K001-338124.13/04/2020

4.7

Form of Note for MSCI Inc. 5.375% Senior Notes due May 15, 2027 (included in Exhibit 4.6)

8-K

001-33812

4.2

5/18/2018

4.78-K001-338124.23/04/2020

4.8

Indenture, dated as of November 7, 2019, among MSCI Inc., each of the subsidiary guarantors party thereto and Wells Fargo Bank, National Association, as Trustee

8-K

001-33812

4.1

11/7/2019

4.88-K001-338124.15/26/2020

4.9

Form of Note for MSCI Inc. 4.000% Senior Notes due November 15, 2029 (included in Exhibit 4.8)

8-K

001-33812

4.2

11/7/2019

4.98-K001-338124.25/26/2020

4.10

Indenture, dated as of March 4, 2020, among MSCI Inc., each of the subsidiary guarantors party thereto and Wells Fargo Bank, National Association, as Trustee.

8-K

001-33812

4.1

3/04/2020

4.108-K001-338124.15/14/2021

4.11

Form of Note for MSCI Inc. 3.625% Senior Notes due September 1, 2030 (included in Exhibit 4.10).

8-K

001-33812

4.2

3/04/2020

4.118-K001-338124.25/14/2021

4.12

Indenture, dated as of May 26, 2020, among MSCI Inc., each of the subsidiary guarantors party thereto and Wells Fargo Bank, National Association, as Trustee.

8-K

001-33812

4.1

5/26/2020

4.128-K001-338124.18/17/2021

Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

4.13

Form of Note for MSCI Inc. 3.875% Senior Notes due February 15, 2031 (included in Exhibit 4.12).

8-K

001-33812

4.2

5/26/2020

4.14

Description of Securities

Filed Herewith

10.1††#

Index License Agreement for Funds, dated as of March 18, 2000, between Morgan Stanley Capital International and Barclays Global Investors, N.A.

Filed Herewith

10.2††#

Amendment to Index License Agreement for Funds between Morgan Stanley Capital International and Barclays Global Investors, N.A.

Filed Herewith

10.3††#

Letter Agreement to Amend MSCI-BGI Fund Index License Agreement, dated as of June 21, 2001, between Morgan Stanley Capital International Inc. and Barclays Global Investors, N.A.

Filed Herewith

10.4††#

Addendum to the Index License Agreement for Funds, dated as of September 18, 2002, between Morgan Stanley Capital International Inc. and Barclays Global Investors, N.A.

Filed Herewith

10.5††#

Amendment to the Index License Agreement for Funds, dated as of December 3, 2004, between Morgan Stanley Capital International Inc. and Barclays Global Investors, N.A.

Filed Herewith

10.6††#

Amendment to the Index License Agreement for Funds, dated as of May 1, 2005, between Morgan Stanley Capital International Inc. and Barclays Global Investors, N.A.

Filed Herewith

10.7††#

Amendment to the Index License Agreement for Funds, dated as of July 1, 2006, between Morgan Stanley Capital International Inc. and Barclays Global Investors, N.A.

Filed Herewith

10.8

Amendment to Index License Agreement for Funds, dated as of June 5, 2007, between Morgan Stanley Capital International Inc. and Barclays Global Investors, N.A.

10-K

001-33812

10.8

1/31/2011

10.9

Amendment to Index License Agreement for Funds, dated as of November 7, 2008, between MSCI Inc. and Barclays Global Investors, N.A.

10-K

001-33812

10.9

2/29/2012

10.10††#

Amendment to Index License Agreement for Funds, dated as of December 9, 2008, between MSCI Inc. and Barclays Global Investors, N.A.

Filed Herewith

10.11

Amendment to Index License Agreement for Funds, dated as of April 1, 2009, between MSCI Inc. and Barclays Global Investors, N.A.

10-K

001-33812

10.11

1/29/2010

10.12††#

Amendment to Index License Agreement for Funds, dated as of May 21, 2009, between MSCI Inc. and Barclays Global Investors, N.A.

Filed Herewith

10.13

Amendment to Index License Agreement for Funds, dated as of September 30, 2009, between MSCI Inc. and Barclays Global Investors, N.A.

10-Q

001-33812

10.4

7/2/2010

10.14

Amendment to Index License Agreement for Funds, dated as of October 6, 2009, between MSCI Inc. and Barclays Global Investors, N.A.

10-K

001-33812

10.14

1/29/2010

96


Exhibit
Number
DescriptionFormFile No.Exhibit No.Filing Date
4.138-K001-338124.28/17/2021
4.1410-K001-338124.12/11/2022
10.1*Filed Herewith
10.2*10-K001-3381210.22/10/2023
10.3*10-Q001-3381210.35/5/2017
10.4*10-Q001-3381210.94/29/2016
10.5*Filed Herewith
10.6*Proxy001-33812Annex C2/28/2008
10.7*10-K001-3381210.72/11/2022
10.8*S-8333-21098799.104/28/2016
10.9*Filed Herewith
10.10*10-K001-3381210.1872/22/2019
10.11*10-K001-3381210.2182/18/2020
10.12*10-K001-3381210.2322/12/2021
10.13*10-K001-3381210.2332/12/2021
10.14*10-K001-3381210.2342/12/2021
10.15*10-K001-3381210.242/11/2022
10.16*10-K001-3381210.252/11/2022
10.17*10-K001-3381210.262/11/2022
10.18*10-K001-3381210.222/10/2023

Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.15††#

Amendment to the Index License Agreement for Funds, dated as of October 4, 2011, by and between MSCI Inc. and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.). Replaces in its entirety the Amendment to Index License Agreement for Funds, dated as of October 27, 2009, between MSCI Inc. and Barclays Global Investors, N.A. filed as Exhibit 10.15 to Form 10-K (001-33812) filed with the SEC on February 29, 2012

Filed Herewith

10.31*

MSCI Inc. Performance Formula and Incentive Plan

Proxy

001-33812

Annex C

2/28/2008

10.46††#

Amendment to Index License Agreement for Funds, dated as of December 15, 2009, between MSCI Inc. and Blackrock Institutional Trust Company, N.A.

Filed Herewith

10.47

Amendment to Index License Agreement for Funds, dated as of June 13, 2011, between MSCI Inc. and BlackRock Institutional Trust Company, N.A.

10-K

001-33812

10.58

2/29/2012

10.48

Amendment to Index License Agreement for Funds, dated as of May 20, 2010

10-K

001-33812

10.59

1/31/2011

10.49††#

Schedule No. 11043 to the Master Index License Agreement for Index Based Funds, between MSCI Inc. and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.), dated as of September 1, 2010

Filed Herewith

10.50††#

Amendment to the Index License Agreement for Funds, dated as of November 19, 2010, between MSCI Inc. and Barclays Global Investors, N.A.

Filed Herewith

10.51

Amendment to the Index License Agreement for Funds, dated as of June 21, 2011, by and between MSCI Inc. and BlackRock Institutional Trust Company, N.A. (formerly known as Barclays Global Investors, N.A.)

10-K

001-33812

10.62

2/29/2012

10.52††#

Amendment to the Index License Agreement for Funds, dated as of July 1, 2011, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and Blackrock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.53††#

Amendment to the Index License Agreement for Funds, dated as of August 23, 2011, by and between MSCI Inc. and Blackrock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.54

Amendment to the Index License Agreement for Funds, dated as of October 4, 2011, by and between MSCI Inc. and BlackRock Institutional Trust Company, N.A. (formerly known as Barclays Global Investors, N.A.)

10-K

001-33812

10.65

2/29/2012

10.55††#

Amendment to the Index License Agreement for Funds, dated as of October 4, 2011, by and between MSCI Inc. and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

97


Exhibit
Number
DescriptionFormFile No.Exhibit No.Filing Date
10.19*10-K001-3381210.232/10/2023
10.20*10-K001-3381210.242/10/2023
10.21*10-Q001-3381210.17/25/2023
10.22*Filed Herewith
10.23*Filed Herewith
10.24*Filed Herewith
10.25*10-Q001-3381210.15/4/2018
10.26*8-K001-3381210.19/25/2020
10.27*10-Q001-3381210.24/28/2021
10.288-K001-3381210.11/29/2024
10.298-K001-3381210.19/22/2011
10.30†#10-Q001-3381210.110/25/2022
21.1Filed Herewith
23.1Filed Herewith
24.1Powers of Attorney (included as part of Signature Page)Filed Herewith
31.1Filed Herewith
31.2Filed Herewith
32.1Furnished Herewith
97.1*Filed Herewith
101.INSXBRL Instance Document - the instance document does not appear in the Interactive Data File because its XBRL tags are embedded within the Inline XBRL document.Filed Herewith
101.SCHXBRL Taxonomy Extension Schema Document.Filed Herewith

Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.56

Amendment to the Index License Agreement for Funds, dated as of December 16, 2011, by and between MSCI Inc. (formerly, Morgan Stanley Capital International, Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

10-K

001-33812

10.67

2/29/2012

10.57

Agreement of Lease dated September 16, 2011, by and between 7 World Trade Center, LLC and MSCI Inc.

8-K

001-33812

10.1

9/22/2011

10.62††#

Amendment to the Index License Agreement for Funds, dated as of February 16, 2012, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.63††#

Amendment to the Index License Agreement for Funds, dated as of April 9, 2012, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.64††#

Amendment to the Index License Agreement for Funds, dated as of June 1, 2012, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.65††#

Amendment to the Index License Agreement for Funds, dated as of August 17, 2012, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.66††#

Amendment to the Index License Agreement for Funds, dated as of August 20, 2012, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.67††#

Amendment to the Index License Agreement for Funds, dated as of November 6, 2012, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.68††#

Amendment to the Index License Agreement for Funds, dated as of November 15, 2012, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.69††#

Amendment to the Index License Agreement for Funds, dated as of February 21, 2013, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

98


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.70††#101.CAL

Amendment to the Index License Agreement for Funds, dated as of March 20, 2013, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.71††#

Amendment to the Index License Agreement for Funds, dated as of September 11, 2013, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.72††#

Amendment to the Index License Agreement for Funds, dated as of December 10, 2013, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.73††#

Amendment to the Index License Agreement for Funds, dated as of December 16, 2013, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.82††#

Amendment to the Index License Agreement for Funds, dated as of January 23, 2014, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.83††#

Amendment to the Index License Agreement for Funds, dated as of January 23, 2014, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.85††#

Letter Agreement to amend the Amendment to the Index License Agreement for Funds, dated as of March 18, 2014, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.88*

Summary of Non-Employee Director Compensation

Filed Herewith

10.89††#

Amendment to the Index License Agreement for Funds, dated as of July 9, 2014, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.90††#

Amendment to the Index License Agreement for Funds, dated as of July 16, 2014, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.91††#

Amendment to the Index License Agreement for Funds, dated as of August 15, 2014, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.92††#

Amendment to the Index License Agreement for Funds, dated as of September 9, 2014, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.96††#

Amendment to the Index License Agreement for Funds, dated as of October 30, 2014, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.97

Revolving Credit Agreement, dated as of November 20, 2014, among MSCI Inc., as the Borrower, each of the Subsidiary Guarantors party thereto, JPMorgan Chase Bank, N.A., as the Administrative Agent and L/C Issuer, the Other Lenders Party Thereto and JPMorgan Chase Bank, N.A., as Lead Arranger and Bookrunner (as amended as of May 18, 2018 by Amendment No. 2 (See Exhibit 10.174) and as of  November 15, 2019 by Amendment No. 3 (See Exhibit 10.200))

8-K

001-33812

10.1

5/18/2018

10.102††#

Amendment to the Index License Agreement for Funds, dated as of February 4, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.103††#

Amendment to the Index License Agreement for Funds, dated as of February 25, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.104††#

Letter Agreement (to amend the Amendment dated December 10, 2013) to the Index License Agreement for Funds, dated as of March 17, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.105††#

Amendment to the Index License Agreement for Funds, dated as of April 20, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.106††#

Amendment to the Index License Agreement for Funds, dated as of April 20, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.109*

MSCI Inc. Change in Control Severance Plan, adopted May 28, 2015

10-K

001-33812

10.109

2/24/2017

10.110††#

Amendment (to amend the Amendment dated February 21, 2013) to the Index License Agreement for Funds, dated as of June 1, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.111††#

Amendment to the Index License Agreement for Funds, dated as of June 1, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.112††#

Amendment (to amend the Amendment dated November 6, 2012) to the Index License Agreement for Funds, dated as of June 4, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.113†

Amendment (to amend the Amendments dated January 23, 2014 and April 15, 2014) to the Index License Agreement for Funds, dated as of June 4, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

011-33812

10.113

2/22/2019

10.116††#

Amendment to the Index License Agreement for Funds, dated as of August 1, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.117††#

Amendment (to amend the Amendment dated October 4, 2011) to the Index License Agreement for Funds, dated as of August 3, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.118††#

Amendment (to amend the Amendment dated January 23, 2014) to the Index License Agreement for Funds, dated as of August 3, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.119††#

Amendment (to amend the Amendment dated August 15, 2014) to the Index License Agreement for Funds, dated as of August 3, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.120††#

Letter Agreement (to amend the Amendment dated August 15, 2014) to the Index License Agreement for Funds, dated as of August 3, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.121††#

Letter Agreement (to amend the Amendment dated April 20, 2015) to the Index License Agreement for Funds, dated as of October 9, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.122††#

Letter Agreement (to amend the Amendment dated December 10, 2013) to the Index License Agreement for Funds, dated as of December 17, 2015, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

Filed Herewith

10.126

Amendment (to amend the Amendment dated January 23, 2014) to the Index License Agreement for Funds, dated as of April 15, 2014, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.126

2/26/2016

10.127††#

Amendment to the Index License Agreement for Funds, dated as of January 28, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.129††#

Amendment to the Index License Agreement for Funds, dated as of February 29, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.130††#

Amendment to the Index License Agreement for Funds, dated as of April 8, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.131††#

Amendment (to amend the Amendment dated December 16, 2011) to the Index License Agreement for Funds, dated as of April 12, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.132*

MSCI Inc. 2016 Omnibus Incentive Plan

S-8

333-210987

99.1

04/28/2016

10.133*

MSCI Inc. 2016 Non-Employee Directors Compensation Plan, as amended

10-Q

001-33812

10.3

5/5/2017


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.135*

Non-Employee Director Stock Ownership Guidelines

10-Q

001-33812

10.8

4/29/2016

10.136*

MSCI Inc. Non-Employee Director Deferral Plan, as amended

10-Q

001-33812

10.9

4/29/2016

10.140††#

Amendment to the Index License Agreement for Funds, dated as of April 29, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.141

Amendment to the Schedules to the Index License Agreement for Funds, dated as of May 4, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.141

2/24/2017

10.142††#

Amendment to the Index License Agreement for Funds, dated as of May 12, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.143††#

Amendment to the Index License Agreement for Funds, dated as of June 15, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.144††#

Amendment (to amend the Amendment dated February 29, 2016) to the Index License Agreement for Funds, dated as of July 21, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.146††#

Amendment to the Index License Agreement for Funds, dated as of August 1, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.147

Amendment No. 1 to the Revolving Credit Agreement, dated August 4, 2016, among MSCI Inc., each of the Guarantors party thereto, the Lenders party thereto and JPMorgan Chase Bank, N.A., as Administrative Agent

8-K

001-33812

10.1

8/05/2016

10.148††#

Amendment to the Index License Agreement for Funds, dated as of October 12, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.149

Amendment to the Schedules to the Index License Agreement for Funds, dated as of November 30, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.149

2/24/2017


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.150††#

Amendment to the Index License Agreement for Funds, dated as of December 5, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.154†

Amendment to a Schedule to the Index License Agreement for Funds, dated as of December 8, 2016, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.154

2/26/2018

10.155†

Amendment to the Index License Agreement for Funds, dated as of February 10, 2017, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.155

2/26/2018

10.156†

Amendment No. 1 to the Index License Agreement for Funds, dated as of April 6, 2017, by and between MSCI ESG Research LLC and BlackRock Fund Advisors

10-K

001-33812

10.156

2/26/2018

10.157†

Amendment to the Second Schedule to the Index License Agreement for Funds, dated as of April 12, 2017, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.157

2/22/2019

10.159†

Amendment to the Index License Agreement for Funds, dated as of May 26, 2017, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.159

2/26/2018

10.160†

Amendment to the Previous Amendment and Previous Name Change Amendment to the Index License Agreement for Funds, dated as of September 1, 2017, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.160

2/26/2018

10.161†

Amendment to the Index License Agreement for Funds, dated as of October 1, 2017, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.161

2/22/2019

10.162

Amendment to the Index License Agreement for Funds, dated as of October 1, 2017, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.162

2/22/2019


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.163†

Amendment to the Index License Agreement for Funds, dated as of November 1, 2017, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.163

2/26/2018

10.164*

Form of Award Agreement for Restricted Stock Units for Managing Directors under the MSCI Inc. 2016 Omnibus Incentive Plan

10-K

001-33812

10.164

2/26/2018

10.165*

Form of Annual Performance Award Agreement for Performance Stock Units for Managing Directors under the MSCI Inc. 2016 Omnibus Incentive Plan

10-K

001-33812

10.165

2/26/2018

10.166*

Annual Incentive Plan

10-K

001-33812

10.166

2/26/2018

10.167*

Offer Letter, executed March 11, 2014, by and between MSCI Inc. and Scott Crum

10-Q

001-33812

10.1

5/4/2018

10.169†

Amendment to the Index License Agreement for Funds, dated as of January 18, 2018, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.169

2/22/2019

10.170†

Amendment to the Index License Agreement for Funds, dated as of February 8, 2018, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.170

2/22/2019

10.171

Amendment to the Previous Amendment to the Index License Agreement for Funds, dated as of February 19, 2018, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.171

2/22/2019

10.172†

Amendment No. 2 to the Index License Agreement for Funds, dated as of March 1, 2018, by and between MSCI ESG Research LLC and BlackRock Fund Advisors

10-K

001-33812

10.172

2/22/2019

10.173

Amendment to the Schedules to the Index License Agreement for Funds, dated as of May 15, 2018, by and between MSCI Inc. and BlackRock Fund Advisors

10-K

001-33812

10.173

2/22/2019

10.174

Amendment No. 2 to the Revolving Credit Agreement, dated as of May 18, 2018, among MSCI Inc., each of the subsidiary guarantors party thereto, JPMorgan Chase Bank, N.A., as Administrative Agent and L/C Issuer and the other lenders party thereto

8-K

001-33812

10.1

5/18/2018

10.175†

Amendment to the Index License Agreement for Funds, dated as of June 1, 2018, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.175

2/22/2019

10.176†

Amendment No. 3 to the Index License Agreement for Funds, dated as of July 1, 2018, by and between MSCI ESG Research LLC and BlackRock Fund Advisors

10-K

001-33812

10.176

2/22/2019


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.177

Amendment to the Schedules to the Index License Agreement for Funds, dated as of September 1, 2018, by and between MSCI Inc. and BlackRock Fund Advisors

10-K

001-33812

10.177

2/22/2019

10.178

Amendment to the Previous Amendment to the Index License Agreement for Funds, dated as of September 10, 2018, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.178

2/22/2019

10.179†

Amendment to the Previous Amendment, the Previous Conversion Amendment and Previous Name Change Amendment to the Index License Agreement for Funds, dated as of September 10, 2018, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.179

2/22/2019

10.180†

Amendment to the Index License Agreement for Funds, dated as of October 1, 2018, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

10-K

001-33812

10.180

2/22/2019

10.181†

Amendment to the Index License Agreement for Funds, dated as of October 1, 2018, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Institutional Trust Company, N.A. (formerly, Barclays Global Investors, N.A.)

10-K

001-33812

10.181

2/22/2019

10.182†

Amendment to the Index License Agreement for Funds, dated as of November 1, 2018, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.182

2/22/2019

10.183†

Amendment to the Index License Agreement for Funds, dated as of November 1, 2018, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.183

2/18/2020

10.184†

Amendment to the Previous Amendment to the Index License Agreement for Funds, dated as of November 16, 2018, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.184

2/22/2019

10.185*

Form of 2019 Award Agreement for Restricted Stock Units For Employees Under the MSCI Inc. 2016 Omnibus Incentive Plan

10-K

001-33812

10.185

2/22/2019

10.186*

Form of 2019 Annual Performance Award Agreement for Performance Stock Units for Managing Directors Under the MSCI Inc. Omnibus Incentive Plan

10-K

001-33812

10.186

2/22/2019


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.187*

Form of 2019 Annual Performance Award Agreement for Performance Stock Units for Managing Directors Under the MSCI Inc. Omnibus Incentive Plan

10-K

001-33812

10.187

2/22/2019

10.188*

MSCI Inc. Executive Committee Stock Ownership Guidelines

10-Q

001-33812

10.3

5/3/2019

10.189*

MSCI Inc. Clawback Policy

10-K

001-33812

10.189

2/22/2019

10.190*

Form of 2019 Special Award Agreement for Restricted Stock Units Under the MSCI Inc. 2016 Omnibus Incentive Plan

8-K

001-33812

10.1

4/29/2019

10.191*

Form of 2019 Special Award Agreement for Performance Stock Units Under the MSCI Inc. 2016 Omnibus Incentive Plan

8-K

001-33812

10.2

4/29/2019

10.192*

Offer Letter, executed April 17, 2019, between MSCI Inc. and Linda S. Huber

8-K

001-33812

10.3

4/29/2019

10.193*

Change of Employment Status and Release Agreement, entered into on October 5, 2020, between MSCI Inc. and Linda S. Huber

8-K

001-33812

10.1

10/07/2020

10.195*

Form of 2018 Award Agreement for Restricted Stock Units for Managing Directors Under the MSCI Inc. 2016 Omnibus Incentive Plan

10-Q

001-33812

10.4

5/3/2019

10.196*

Special Restricted Stock Unit Award Agreement Under the MSCI Inc. 2016 Omnibus Incentive Plan

10-Q

001-33812

10.5

5/3/2019

10.197*

Form of Award Agreement for Restricted Stock Units for Directors Under the MSCI Inc. 2016 Non-Employee Directors Compensation Plan

10-Q

001-33812

10.6

5/3/2019

10.198*

Form of 2019 Special Performance Award Agreement for Performance Stock Units Under the MSCI Inc. 2016 Omnibus Incentive Plan

10-Q

001-33812

10.1

8/1/2019

10.199††

Amendment, dated as of October 30, 2019, by and among MSCI Inc., MSCI Limited, BlackRock Fund Advisors and BlackRock Institutional Trust Company, N.A.

10-Q

001-33812

10.1

10/31/2019

10.200

Amendment No. 3 to the Revolving Credit Agreement, dated as of November 15, 2019, among MSCI Inc., each of the subsidiary guarantors party thereto, JPMorgan Chase Bank, N.A., as Administrative Agent and L/C Issuer and the other lenders party thereto

8-K

001-33812

10.1

11/19/2019

10.201

Amendment to the Previous Amendment to the Index License Agreement for Funds, dated as of January 31, 2019, by and between MSCI Inc. and BlackRock Fund Advisors

10-K

001-33812

10.201

2/18/2020

10.202††

Amendment to the Index License Agreement for Funds, dated as of February 1, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.202

2/18/2020

10.203

Amendment to the Previous Amendment to the Index License Agreement for Funds, dated as of March 1, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.203

2/18/2020


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.204

Amendment to the Previous Amendment to the Index License Agreement for Funds, dated as of March 1, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.204

2/18/2020

10.205††

Amendment to the Index License Agreement for Funds, dated as of April 1, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.205

2/18/2020

10.206††

Amendment to the Index License Agreement for Funds, dated as of April 1, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.206

2/18/2020

10.207††

Amendment to the Index License Agreement for Funds, dated as of April 1, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.207

2/18/2020

10.208††

Amendment to the Index License Agreement for Funds, dated as of April 1, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.208

2/18/2020

10.209††

Amendment to the Index License Agreement for Funds, dated as of April 1, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.209

2/18/2020

10.210††

Amendment to the Index License Agreement for Funds, dated as of April 1, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.210

2/18/2020

10.211††

Amendment to the Index License Agreement for Funds, dated as of April 1, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.211

2/18/2020

10.212††

Amendment to the Index License Agreement for Funds, dated as of October 1, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.212

2/18/2020

10.213

Amendment to the Previous Amendment to the Index License Agreement for Funds, dated as of October 25, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A., which was succeeded by BlackRock Institutional Trust Company, N.A.)

10-K

001-33812

10.213

2/18/2020


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.214††

Amendment to the Index License Agreement for Funds, dated as of November 25, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.214

2/18/2020

10.215††

Amendment to the Index License Agreement for Funds, dated as of November 25, 2019, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

10-K

001-33812

10.215

2/18/2020

10.216*

Form of 2020 Award Agreement for Restricted Stock Units For Employees Under the MSCI Inc. 2016 Omnibus Incentive Plan

10-K

001-33812

10.216

2/18/2020

10.217*

Form of 2020 Annual Performance Award Agreement for Performance Stock Units for Managing Directors Under the MSCI Inc. 2016 Omnibus Incentive Plan

10-K

001-33812

10.217

2/18/2020

10.218*

Form of 2020 Annual Performance Award Agreement for Performance Stock Units for Managing Directors Under the MSCI Inc. 2016 Omnibus Incentive Plan

10-K

001-33812

10.218

2/18/2020

10.219*

Form of Award Agreement for Restricted Stock Units for Directors Under the MSCI Inc. 2016 Non-Employee Directors Compensation Program

10-Q

001-33812

10.1

4/29/2020

10.220*

Offer Letter, executed September 24, 2020, between MSCI Inc. and Andrew C. Wiechmann

8-K

001-33812

10.1

9/25/2020

10.222

Amendment to the Schedules to the Index License Agreement for Funds, dated as of February 3, 2020, by and between MSCI Inc. and BlackRock Fund Advisors

Filed Herewith

10.223

Amendment to the Schedules to the Index License Agreement for Funds, dated as of February 3, 2020, by and between MSCI ESG Research LLC and BlackRock Fund Advisors

Filed Herewith

10.224

Amendment to the Schedules to the Index License Agreement for Funds, dated as of March 9, 2020, by and between MSCI Inc. and BlackRock Fund Advisors

Filed Herewith

10.225††#

Amendment to the Schedules to the Index License Agreement for Funds, dated as of March 9, 2020, by and between MSCI Inc. and BlackRock Fund Advisors

Filed Herewith

10.226††#

Amendment to the Previous Amendment to the Index License Agreement for Funds, dated as of April 1, 2020, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors

Filed Herewith

10.227††#

Amendment to the Previous Amendment to the Index License Agreement for Funds, dated as of April 13, 2020, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors

Filed Herewith


Exhibit
Number

Description

Form

File No.

Exhibit No.

Filing Date

10.228††#

Amendment No. 5 to the Index License Agreement for Funds, dated as of June 15, 2020, by and between MSCI ESG Research LLC and BlackRock Fund Advisors

Filed Herewith

10.229††#

Amendment to the Previous Amendment to the Index License Agreement for Funds, dated as of August 19, 2020, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors

Filed Herewith

10.230††#

Amendment to the Index License Agreement for Funds, dated as of November 16, 2020, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors (as successor to Barclays Global Investors, N.A.)

Filed Herewith

10.231††#

Amendment to the Previous Amendment to the Index License Agreement for Funds, dated as of December 1, 2020, by and between MSCI Inc. (formerly, Morgan Stanley Capital International Inc.) and BlackRock Fund Advisors

Filed Herewith

10.232*

Form of Award Agreement for Restricted Stock Units For Employees Under the MSCI Inc. 2016 Omnibus Incentive Plan

Filed Herewith

10.233*

Form of Annual Performance Award Agreement for Performance Stock Units for Managing Directors Under the MSCI Inc. 2016 Omnibus Incentive Plan

Filed Herewith

10.234*

Form of Annual Performance Award Agreement for Performance Stock Units for Managing Directors Under the MSCI Inc. 2016 Omnibus Incentive Plan

Filed Herewith

21.1

Subsidiaries of the Registrant

Filed Herewith

23.1

Consent of PricewaterhouseCoopers LLP

Filed Herewith

24.1

Powers of Attorney (included as part of Signature Page)

Filed Herewith

31.1

Rule 13a-14(a) Certification of Chief Executive Officer

Filed Herewith

31.2

Rule 13a-14(a) Certification of Chief Financial Officer

Filed Herewith

32.1

Section 1350 Certification of Chief Executive Officer and Chief Financial Officer

Furnished Herewith

101.INS

XBRL Instance Document - the instance document does not appear in the Interactive Data File because its XBRL tags are embedded within the Inline XBRL document.

Filed Herewith

101.SCH

XBRL Taxonomy Extension Schema Document.

Filed Herewith

101.CAL

XBRL Taxonomy Extension Calculation Linkbase Document.

Filed Herewith

101.LAB

XBRL Taxonomy Extension Label Linkbase Document.

Filed Herewith

101.PRE

XBRL Taxonomy Extension Presentation Linkbase Document.

Filed Herewith

101.DEF

XBRL Taxonomy Extension Definition Linkbase Document.

Filed Herewith

104.DEF

Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)

Filed Herewith


*

Indicates a management compensation plan, contract or arrangement.

Confidential treatment has been granted for a portion of this exhibit.

†    Certain confidential portions of this Exhibit have been omitted pursuant to Item 601(b) of Regulation S-K because the identified confidential portions (i) are not material and (ii) are of the type that the Company treats as private or confidential.

††

Certain confidential portions of this Exhibit have been omitted pursuant to Item 601(b) of Regulation S-K because the identified confidential portions (i) are not material and (ii) would be competitively harmful if publicly disclosed.

#    The Company agrees to furnish an unredacted copy of this exhibit to the Securities and Exchange Commission upon its request.

#

The Company agrees to furnish an unredacted copy of this exhibit to the Securities and Exchange Commission upon its request.

Item 16.

Item 16.    Form 10-K Summary

None.


99


Table of Contents
SIGNATURES

Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the Registrant has duly caused this Report to be signed on its behalf by the undersigned, thereunto duly authorized.

MSCI INC.

By:

By:

/S/ HENRY A. FERNANDEZ

Name:

Name:

Henry A. Fernandez

Title:

Title:

Chairman and Chief Executive Officer

Date: February 12, 2021

9, 2024

100


Table of Contents
POWER OF ATTORNEY

KNOW ALL PERSONS BY THESE PRESENTS, that each person whose signature appears below constitutes and appoints Andrew C. Wiechmann, Robert J. Gutowski and Cecilia Aza, and each or any one of them, his or her true and lawful attorneys-in-fact and agents, with full powers of substitution and resubstitution, for him or her and in his or her name, place and stead, in the capacities indicated below, to sign any and all amendments to this Annual Report on Form 10-K and to file the same, with all exhibits thereto and other documents in connection therewith, with the Securities and Exchange Commission, hereby ratifying and confirming his or her signatures as they may be signed by his or her said attorneys-in-fact and agents, or their substitute or substitutes, to any and all amendments to this Annual Report on Form 10-K.

Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, this report has been signed below by the following persons on behalf of the Registrant and in the capacities and on the dates indicated.

Signature

Title

Title

Date

/S/ HENRY A. FERNANDEZ

Chairman and Chief Executive Officer

February 12, 2021

Henry A. Fernandez


(principal executive officer)

February 9, 2024

Henry A. Fernandez

/S/ ANDREW C. WIECHMANN

Chief Financial Officer

(principal financial officer and principal accounting officer)

February 12, 2021

9, 2024

Andrew C. Wiechmann

(principal financial officer)

/S/ JENNIFER MAK

Global Controller and Head of Finance Operations

February 12, 2021

Jennifer Mak

(principal accounting officer)

/S/ ROBERT G. ASHE

Director

Director

February 12, 2021

9, 2024

Robert G. Ashe

/S/ BENJAMIN F. DUPONT

Director

February 12, 2021

Benjamin F. duPont

/S/ WAYNE EDMUNDS

Director

Director

February 12, 2021

9, 2024

Wayne Edmunds

/S/ CATHERINE R. KINNEY

Director

Director

February 12, 2021

9, 2024

Catherine R. Kinney

/S/ ROBIN MATLOCK

Director

February 9, 2024

Robin Matlock

/S/ JACQUES P. PEROLD

Director

Director

February 12, 2021

9, 2024

Jacques P. Perold

/S/ C.D. BAER PETTIT

Director, President and Chief Operating Officer

February 9, 2024

C.D. Baer Pettit

/S/ SANDY C. RATTRAY

Director

Director

February 12, 2021

9, 2024

Sandy C. Rattray

/S/ LINDA H. RIEFLER

Director

Director

February 12, 2021

9, 2024

Linda H. Riefler

/S/ MARCUS L. SMITH

Director

Director

February 12, 2021

9, 2024

Marcus L. Smith

/S/ RAJAT TANEJA

Director

February 9, 2024

Rajat Taneja

/S/ PAULA VOLENT

Director

Director

February 12, 2021

9, 2024

Paula Volent

114

101