Principal Accounting Policies | 2. Principal Accounting Policies (a) Basis of Presentation The consolidated financial statements of the Group have been prepared in accordance with the accounting principles generally accepted in the United States of America (“U.S. GAAP”). Liquidity The Group’s consolidated financial statements have been prepared on a going concern basis, which contemplates the realization of assets and liquidation of liabilities during the normal course of operations. The Group incurred net losses of approximately RMB199,371, RMB729,382 and RMB1,343,630 for the years ended December 31, 2018, 2019 and 2020, respectively. Net cash used in operating activities was approximately RMB120,461 and RMB1,313,115 for the years ended December 31, 2019 and 2020 respectively, and net cash provided by operating activities was RMB268,089 for the year ended December 31, 2018. The significant operating cash outflows for the year ended December 31, 2020 included those relating to refunds made to travellers as a result of their cancellation of travel orders as a result of the outbreak of COVID-19 pandemic in early 2020. As of December 31, 2020, the Group's accumulated deficit was RMB7,713,355 and the Group had cash and cash equivalents and short-term investments of RMB1,567,208. The COVID-19 pandemic has negatively impacted the Group’s business operations for the year ended December 31, 2020, and will continue to impact the Group’s results of operations and cash flows for subsequent periods. Such conditions and events casted substantial doubt on the Group’s ability to continue as a going concern. In response to the COVID-19 pandemic, in 2020, the Group has already taken actions to improve its liquidity, including scaling down its business operations by reducing capital expenditures and operational expenses that are discretionary in nature and obtaining funding from the maturity of certain short-term and long-term investments. Management plans to maintain the Group’s operation scale while sales of domestic travel products recovers gradually, and will continue to manage the Group’s capital expenditures, operational expenses and investments based on the Group’s working capital needs. Based on management’s liquidity assessment, which has considered the Group’s operations at the current business scale, the latest development of COVID-19 and its continuous impact on the Group’s business operations, the available funding from maturity of the Group’s short-term and long-term investments, and the available cash and cash equivalents, the Group will be able to meet its working capital requirements and capital expenditures in the ordinary course of business for the next twelve months from the issuance of these consolidated financial statements. As a result, management concluded that the substantial doubt on the Group’s ability to continue as a going concern has been alleviated. Accordingly, the consolidated financial statements have been prepared on going concern basis. (b) Principles of Consolidation The consolidated financial statements include the financial statements of the Company, its subsidiaries, the Affiliated Entities for which the Company is the primary beneficiary. Subsidiaries are those entities in which the Company, directly or indirectly, controls more than one half of the voting power, has the power to appoint or remove the majority of the members of the board of directors, or to cast a majority of votes at the meeting of board of directors, or has the power to govern the financial and operating policies of the investee under a statute or agreement among the shareholders or equity holders. A VIE is an entity in which the Company, or its subsidiary, through contractual arrangements, has controlling interest and therefore the Company or its subsidiary is the primary beneficiary of the entity. In determining whether the Company or its subsidiary has controlling interests in a VIE, the Company considers whether the company or its subsidiary has the power to direct activities that most significantly impact the VIE’s economic performance, and the right to receive benefits from the VIE or the obligation right to absorb losses of the VIE that could be potentially significant to the VIE. All significant transactions and balances among the Company, its subsidiaries and the Affiliated Entities have been eliminated upon consolidation. 2. Principal Accounting Policies – continued (b) Principles of Consolidation – continued To comply with PRC laws and regulations that restrict foreign equity ownership of companies that operate internet content, travel agency and air-ticketing services, the Company operates its website and engaged in such restricted services through Nanjing Tuniu and its subsidiaries. Nanjing Tuniu’s equity interests are held by Dunde Yu, the Company’s Chief Executive Officer, Haifeng Yan, the Company’s director, and several other PRC citizens. On September 17, 2008, Beijing Tuniu, one of the Company’s wholly owned subsidiaries, entered into a series of agreements with Nanjing Tuniu and its shareholders. Pursuant to these agreements, Beijing Tuniu has the ability to direct substantially all the activities of Nanjing Tuniu, and absorb substantially all of the risks and rewards of the Affiliated Entities. As a result, Beijing Tuniu is the primary beneficiary of Nanjing Tuniu, and has consolidated the Affiliated Entities. Contractual arrangements On September 17, 2008, Beijing Tuniu entered into a series of contractual agreements with Nanjing Tuniu and its shareholders. The following is a summary of the agreements which allow the Company to exercise effective control over Nanjing Tuniu: (1) Purchase Option Agreement. Under the purchase option agreement entered between Beijing Tuniu and the shareholders of Nanjing Tuniu on September 17, 2008, Beijing Tuniu has the irrevocable exclusive right to purchase, or have its designated person or persons to purchase all or part of the shareholders’ equity interests in Nanjing Tuniu at RMB1,800 which was increased to RMB2,430 in March 2014. The option term remains valid for a period of 10 years and can be extended indefinitely at Beijing Tuniu’s discretion. The purchase consideration was paid by Beijing Tuniu to the shareholders of Nanjing Tuniu shortly after the purchase option agreement was entered. On January 24, 2014, the Company amended and restated the purchase option agreement, and the effective term of the purchase option agreement has been changed to until all equity interests held in Nanjing Tuniu are transferred or assigned to Beijing Tuniu or its designated person or persons. (2) Equity Interest Pledge Agreements. Under the equity interest pledge agreements entered between Beijing Tuniu and the shareholders of Nanjing Tuniu on September 17, 2008, the shareholders pledged all of their equity interests in Nanjing Tuniu to guarantee their performance of their obligations under the purchase option agreement and the shareholders’ voting rights agreement. If the shareholders of Nanjing Tuniu breach their contractual obligations under the purchase option agreement, Beijing Tuniu, as the pledgee, will have the right to either conclude an agreement with the pledger to obtain the pledged equity or seek payments from the proceeds of the auction or sell-off of the pledged equity to any person pursuant to the PRC law. The shareholders of Nanjing Tuniu agreed that they will not dispose of the pledged equity interests or create or allow any encumbrance on the pledged equity interests. During the equity pledge period, Beijing Tuniu is entitled to all dividends and other distributions made by Nanjing Tuniu. The equity interest pledge agreement remains effective until the shareholders of Nanjing Tuniu discharge all their obligations under the purchase option agreement, or Beijing Tuniu enforces the equity interest pledge, whichever is earlier. 2. Principal Accounting Policies – continued (b) Principles of Consolidation – continued (3) Shareholders’ Voting Rights Agreement. Under the shareholders’ voting rights agreement entered between Beijing Tuniu and the shareholders of Nanjing Tuniu on September 17, 2008, each of the shareholders of Nanjing Tuniu appointed Beijing Tuniu’s designated person as their attorney-in-fact to exercise all of their voting and related rights with respect to their equity interests in Nanjing Tuniu, including attending shareholders’ meetings, voting on all matters of Nanjing Tuniu, nominating and appointing directors, convene extraordinary shareholders’ meetings, and other voting rights pursuant to the then effective articles of association. The shareholders’ voting rights agreement will remain in force for an unlimited term, unless all the parties to the agreement mutually agree to terminate the agreement in writing or cease to be shareholders of Nanjing Tuniu. (4) Irrevocable Powers of Attorney. Under the powers of attorney issued by the shareholders of Nanjing Tuniu on September 17, 2008, the shareholders of Nanjing Tuniu each irrevocably appointed Mr. Tao Jiang, a person designated by Beijing Tuniu, as the attorney-in-fact to exercise all of their voting and related rights with respect to their equity interests in Nanjing Tuniu. Each power of attorney will remain in force until the shareholders’ voting rights agreement expires or is terminated. On January 24, 2014, the shareholders of Nanjing Tuniu issued powers of attorney to irrevocably appoint Beijing Tuniu as the attorney-in-fact to exercise all of their voting and related rights with respect to their equity interests in Nanjing Tuniu. These powers of attorney replaced the powers of attorney previously granted to Mr. Tao Jiang on September 17, 2008. (5) Cooperation Agreement. Under the cooperation agreement entered between Beijing Tuniu and Nanjing Tuniu, Beijing Tuniu has the exclusive right to provide Nanjing Tuniu technology consulting and services related to Nanjing Tuniu’s operations, which require certain licenses. Beijing Tuniu owns the exclusive intellectual property rights created as a result of the performance of this agreement. Nanjing Tuniu agrees to pay Beijing Tuniu a quarterly service fee for services performed, and the quarterly service fee shall not be lower than 100% of profits of Nanjing Tuniu and its subsidiaries, and that Beijing Tuniu can adjust the service fee at its own discretion. This agreement remains effective for an unlimited term, unless the parties mutually agree to terminate the agreement, one of the parties is declared bankrupt or Beijing Tuniu is not able to provide consulting and services as agreed for more than three Subsequently in February 2021, the Group restructued the ownership structure of Nanjing Tuniu, accordingly the shareholders of Nanjing Tuniu other than Dunde Yu transferred all of their equity interest in Nanjing Tuniu to Dunde Yu and Anqiang Chen, the Group’s financial controller. After the transaction, Dunde Yu and Anqiang Chen hold 80.89% and 19.11% equity interests in Nanjing Tuniu, respectively. On February 19, 2021, Beijing Tuniu, Nanjing Tuniu and the then existing shareholders of Nanjing Tuniu, entered into a termination agreement to terminate the existing contractual arrangements and, on the same day, Beijing Tuniu, Nanjing Tuniu and the new shareholders of Nanjing Tuniu, namely Dunde Yu and Anqiang Chen, entered into new contractual arrangements which are substantially similar to the contractual arrangements the Group has historically adopted. 2. Principal Accounting Policies – continued (b) Principles of Consolidation – continued In the years ended December 31, 2018, 2019 and 2020, the Company and its subsidiaries received service fees of RMB197,853, RMB30,420 and RMB12,813, respectively, from its consolidated Affiliated Entities, which were eliminated in the consolidated financial statements. Risks in relation to the VIE structure The Group believes that each of the agreements and the powers of attorney under the contractual arrangements among Beijing Tuniu, Nanjing Tuniu and its shareholders is valid, binding and enforceable, and does not and will not result in any violation of PRC laws or regulations currently in effect. The legal opinion of Fangda Partners, the Company’s PRC legal counsel, also supports this conclusion. The shareholders of Nanjing Tuniu are also shareholders, nominees of shareholders, or designated representatives of shareholders of the Company and therefore have no current interest in seeking to act contrary to the contractual arrangements. However, uncertainties in the PRC legal system could limit the Company’s ability to enforce these contractual arrangements and if the shareholders of Nanjing Tuniu were to reduce their interest in the Company, their interests may diverge from that of the Company and that may potentially increase the risk that they would seek to act contrary to the contractual terms. The Company’s ability to control Nanjing Tuniu also depends on the power of attorney Beijing Tuniu has to vote on all matters requiring shareholder approval in Nanjing Tuniu. As noted above, the Company believes this power of attorney is legally enforceable but it may not be as effective as direct equity ownership. In addition, if the legal structure and contractual arrangements were found to be in violation of any existing PRC laws and regulations, the PRC government could: ● levying fines or confiscate the Group’s income; ● revoke the Group’s business or operating licenses; ● require the Group to discontinue, restrict or restructure its operations; ● shut down the Group’s servers or block the Group’s websites and mobile platform; ● restrict or prohibit the use of the Group’s financing proceeds to finance its business and operations in China; or ● take other regulatory or enforcement actions against the Group that could be harmful to the Group’s business 2. Principal Accounting Policies – continued (b) Principles of Consolidation – continued The imposition of any of these penalties may result in a material and adverse effect on the Group’s ability to conduct the Group’s business. In addition, the imposition of any of these penalties may cause the Group to lose the right to direct the activities of Nanjing Tuniu (through its equity interest in its subsidiaries) or the right to receive economic benefits from the Affiliated Entities. Therefore, a risk exists in that the Group would no longer be able to consolidate Nanjing Tuniu and its subsidiaries. In March 2019, the PRC National People’s Congress promulgated the Foreign Investment Law, or the PRC Foreign Investment Law, which became effective on January 1, 2020 and replaced the major existing laws and regulations governing foreign investment in the PRC. The 2019 Foreign Investment Law does not touch upon the relevant concepts and regulatory regimes that were historically suggested for the regulation of VIE structures, and thus this regulatory topic remains unclear under the Foreign Investment Law. As the PRC Foreign Investment Law is newly adopted and relevant government authorities may promulgate more laws, regulations or rules on the interpretation and implementation of the PRC Foreign Investment Law, the possibility can’t be ruled out that the VIE structure adopted by the Group may be deemed as a method of foreign investment by, any of such future laws, regulations and rules, which cause significant uncertainties as to whether the Group’s VIE structures would be treated as a method of foreign investment. If the Group’s VIE structure would be deemed as a method of foreign investment under any of such future laws, regulations and rules, and any of the Group’s businesses operation would fall in the “negative list” for foreign investment that is subject to any foreign investment restrictions or prohibitions, the Group would be required to take further actions to comply with such laws, regulations and rules, which may materially and adversely affect the Group’s current corporate structure, corporate governance, business, financial conditions and results of operations. 2. Principal Accounting Policies – continued (b) Principles of Consolidation – continued Summary financial information of the Affiliated Entities in the consolidated financial statements As of December 31, 2020, the aggregate accumulated deficit of the Affiliated Entities was RMB4,617 million prior to the elimination of transactions between the Affiliated Entities and the Company or the Company’s subsidiaries. The following assets, liabilities, revenues and loss of the Affiliated Entities were included in the consolidated financial statements as of December 31, 2019 and 2020 and for the years ended December 31, 2018, 2019 and 2020: As of December 31, 2019 2020 RMB RMB US$(Note 2(d)) ASSETS Current assets Cash and cash equivalents 126,096 115,737 17,737 Restricted cash 318,826 49,068 7,520 Short-term investments 831,256 685,773 105,099 Accounts receivable, net 284,469 153,844 23,578 Intercompany receivables 870,818 504,780 77,361 Prepayments and other current assets 534,144 238,020 36,478 Total current assets 2,965,609 1,747,222 267,773 Non-current assets Long-term investments 1,009,049 232,068 35,566 Property and equipment, net 129,469 46,346 7,103 Intangible assets, net 91,953 61,682 9,453 Operating lease right-of-use assets, net 68,193 37,182 5,698 Goodwill 185,004 185,004 28,353 Other non-current assets 82,422 83,328 12,771 Total non-current assets 1,566,090 645,610 98,944 Total assets 4,531,699 2,392,832 366,717 LIABILITIES Current liabilities Short-term borrowings 184,000 251,685 38,572 Accounts and notes payable 1,149,051 604,766 92,684 Intercompany payable 5,241,312 5,293,093 811,202 Salary and welfare payable 81,144 38,397 5,885 Taxes payable 6,519 3,384 519 Advances from customers 1,104,505 192,965 29,573 Operating lease liabilities, current 30,779 9,527 1,460 Accrued expenses and other current liabilities 794,633 632,528 96,939 Total current liabilities 8,591,943 7,026,345 1,076,834 Non-current liabilities Operating lease liabilities, non-current 42,155 30,108 4,614 Deferred tax liabilities 20,112 12,019 1,842 Total non-current liabilities 62,267 42,127 6,456 Total liabilities 8,654,210 7,068,472 1,083,290 2. Principal Accounting Policies – continued (b) Principles of Consolidation – continued For the Years Ended December 31, 2018 2019 2020 RMB RMB RMB US$ (Note 2(d)) Net revenues 1,524,924 1,181,747 485,702 74,437 Net loss (29,031) (334,832) (509,406) (78,070) Net cash provided by/(used in) operating activities 31,282 (505,492) (849,609) (130,208) Net cash (used in)/provided by investing activities (465,029) (246,340) 901,947 138,229 Net cash provided by/(used in) financing activities 569,565 680,822 (332,455) (50,951) Currently there is no contractual arrangement that could require the Company to provide additional financial support to the Affiliated Entities. As the Company is conducting its business mainly through the Affiliated Entities, the Company may provide such support on a discretionary basis in the future, which could expose the Company to a loss. Under the contractual arrangements with Nanjing Tuniu and through its equity interest in its subsidiaries, the Group has the power to direct the activities of the Affiliated Entities and direct the transfer of assets out of the Affiliated Entities. As the consolidated Affiliated Entities are each incorporated as a limited liability company under the PRC Company Law, the creditors do not have recourse to the general credit of the Company for all of the liabilities of the consolidated Affiliated Entities. (c) Use of Estimates The preparation of the Group’s consolidated financial statements in conformity with the U.S. GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities. Actual results could differ materially from those estimates. Significant accounting estimates reflected in the Group’s consolidated financial statements mainly include fair value of short-term and long-term investments, current expected credit losses for financial assets measured at amortized cost, estimated useful lives of property and equipment and intangible assets, impairment for goodwill and non-financial assets, the purchase price allocation and fair value of contingent considerations with respect to business combinations, fair value of share-based payment arrangements, subsequent measurement of equity investments using measurement alternative, valuation allowance for deferred tax assets and the determination of uncertain tax positions. (d) Functional Currency and Foreign Currency Translation The Group uses Renminbi (“RMB”) as its reporting currency. The functional currency of the Company and its subsidiaries incorporated outside of PRC is the United States dollar (“US$”), while the functional currency of the PRC entities in the Group is RMB as determined based on ASC 830, Foreign Currency Matters Transactions denominated in other than the functional currencies are re-measured into the functional currency of the entity at the exchange rates prevailing on the transaction dates. Foreign currency denominated financial assets and liabilities are re-measured at the balance sheet date exchange rate. The resulting exchange differences are included in the consolidated statements of comprehensive loss as foreign exchange gains / losses. 2. Principal Accounting Policies – continued (d) Functional Currency and Foreign Currency Translation – continued When preparing the consolidated financial statements presented in RMB, assets and liabilities of the Company and its subsidiaries incorporated outside of PRC are translated into RMB at fiscal year-end exchange rates, and equity accounts are translated into RMB at historical exchange rates. Income and expense items are translated at average exchange rates prevailing during the respective fiscal years. Translation adjustments arising from these are reported as foreign currency translation adjustments and are shown as a component of accumulated other comprehensive income or loss in the consolidated statement of changes in shareholders’ equity. The unaudited United States dollar amounts disclosed in the accompanying financial statements are presented solely for the convenience of the readers. Translations of amounts from RMB into US$ for the convenience of the reader were calculated at the rate of US$1.00 = RMB6.5250 on December 31, 2020, as set forth in H.10 statistical release of the Federal Reserve Board. No representation is made that the RMB amounts could have been, or could be, converted into US$ at that rate on December 31, 2020, or at any other rate. (e) Fair Value Measurement The Group defines fair value as the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. When determining the fair value measurements for assets and liabilities required or permitted to be recorded at fair value, the Group considers the principal or most advantageous market in which it would transact and it considers assumptions that market participants would use when pricing the asset or liability. The established fair value hierarchy requires an entity to maximize the use of observable inputs and minimize the use of unobservable inputs when measuring fair value. A financial instrument’s categorization within the fair value hierarchy is based upon the lowest level of input that is significant to the fair value measurement. The three levels of inputs may be used to measure fair value include: Level 1 applies to assets or liabilities for which there are quoted prices in active markets for identical assets or liabilities. Level 2 applies to assets or liabilities for which there are inputs other than quoted prices included within Level 1 that are observable for the asset or liability such as quoted prices for similar assets or liabilities in active markets; quoted prices for identical assets or liabilities in markets with insufficient volume or infrequent transactions (less active markets); or model-derived valuations in which significant inputs are observable or can be derived principally from, or corroborated by, observable market data. Level 3 applies to assets or liabilities for which there are unobservable inputs to the valuation methodology that are significant to the measurement of the fair value of the assets or liabilities. The Group’s financial instruments include cash and cash equivalents, restricted cash, short-term investments, accounts receivable, accounts payable, amounts due from and due to related parties, long-term investments in financial products, borrowings, operating lease liabilities, contingent consideration for acquisitions and certain accrued liabilities and other current liabilities. The carrying values of these financial instruments approximated their fair values due to the short-term maturity of these instruments except for certain investments which are carried at fair value at each balance sheet date. Certain short-term and long-term investments in financial products and securities classified within Level 2 are valued using directly or indirectly observable inputs in the market place. Certain investments in financial products classified within Level 3 are valued based on a model utilizing unobservable inputs which require significant management judgment and estimation. 2. Principal Accounting Policies – continued (e) Fair Value Measurement – continued The Group’s assets and liabilities measured at fair value on a recurring basis are summarized below: Fair Value Measurement Using Significant Other Observable Inputs (Level 2) As of December 31, 2019 2020 RMB RMB US$ (Note 2(d)) Short-term investments 1,113,536 1,223,547 187,517 Long-term investments 282,995 6,819 1,045 Fair Value Measurement Using Unobservable Inputs (Level 3) As of December 31, 2019 2020 RMB RMB US$ (Note 2(d)) Short-term investments 114,043 — — Long-term investments 711,927 71,506 10,959 Contingent consideration for acquisitions - short term 19,273 7,696 1,179 Contingent consideration for acquisitions - long term 10,947 3,054 468 The roll forward of major Level 3 investments are as following: As of December 31, 2019 2020 RMB RMB US$ (Note 2(d)) Fair value of Level 3 investment at the beginning of the year 1,100,080 825,970 126,585 Addition 494,100 — — Decrease (795,587) (754,013) (115,557) Change in fair value of the investments 27,377 (451) (69) Fair value of Level 3 investment at the end of the year 825,970 71,506 10,959 The Company determined the fair value of its investments by using income approach with significant unobservable inputs of future cash flows and discount rates ranging from 2.0% to 10.0%. The roll forward of contingent consideration for acquisitions is as below: As of December 31, 2019 2020 RMB RMB US$ (Note 2(d)) Balance at the beginning of the year 36,456 30,220 4,631 Addition 7,341 — — Net change in fair value 344 (5,451) (835) Payment (13,921) (14,019) (2,149) Balance at the end of the year 30,220 10,750 1,647 Contingent consideration is valued using an expected cash flow method with unobservable inputs including the probability to achieve the operating and financial targets, which is assessed by the Group, in connection with the contingent consideration arrangements. 2. Principal Accounting Policies – continued (f) Cash and Cash Equivalents Cash and cash equivalents represent cash on hand and demand deposits placed with banks and third party payment processors, which are unrestricted as to withdrawal or use. (g) Restricted Cash Restricted cash represents cash that cannot be withdrawn without the permission of third parties. The Group’s restricted cash mainly represents (i) cash deposits required by tourism administration departments as a pledge to secure travellers’ rights and interests, (ii) cash deposits required by China Insurance Regulatory Commission for engaging in insurance agency or brokering activities. (iii) the deposits held in designated bank accounts for issuance of bank acceptance notes and letter of guarantee, and required by the Group’s business partners. Cash, cash equivalents and restricted cash as reported in the consolidated statement of cash flows are presented separately on consolidated balance sheet as follows: As of December 31, 2018 2019 2020 RMB RMB RMB US$ (Note 2(d)) Cash and cash equivalents 560,356 295,463 213,538 32,726 Restricted cash 270,670 327,052 50,566 7,750 Total 831,026 622,515 264,104 40,476 (h) Short-term Investments Short-term investments are comprised of (i) held-to-maturity investments such as time deposits, which are due between three months and one year and stated at amortized cost; and (ii) equity securities and investments in financial products issued by banks or other financial institutions, which contain a fixed or variable interest rate and with original maturities between three months and one year. Such investments are generally not permitted to be redeemed early or are subject to penalties for redemption prior to maturity. These investments are stated at fair value. Changes in the fair value are reflected in the consolidated statements of comprehensive loss. There was no other-than-temporary impairment of short-term investments measured at amortized cost for the years ended December 31, 2018, 2019 and 2020. (i) Current expected credit losses In 2016, the FASB issued ASU No. 2016-13, "Financial Instruments-Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments" ("ASC Topic 326"), which amends previously issued guidance regarding the impairment of financial instruments by creating an impairment model that is based on expected losses rather than incurred losses. On January 1, 2020, the Group adopted this ASC Topic 326 and several associated ASUs on the measurement of credit losses, which requires the Group to estimate lifetime expected credit losses upon recognition of the financial assets. The Group adopted the accounting standards update using a modified retrospective approach. Upon adoption of the new standard on January 1, 2020, the Group recorded a net decrease to its retained earnings of RMB19,425. 2. Principal Accounting Policies – continued (i) Current expected credit losses – continued The Group’s accounts receivable, held-to-maturity investments, prepayments and other current assets, amounts due from related parties and long-term amounts due from related parties are within the scope of ASC Topic 326. The Group has identified the relevant risk characteristics of its customers and the related receivables and prepayments, which include nature, size and types of the services the Group provides, or a combination of these characteristics. Receivables with similar risk characteristics have been grouped into pools. For each pool, the Group considers the historical credit loss experience, current economic conditions, supportable forecasts of future economic conditions, expected imapct of COVID-19 and any recoveries in assessing the lifetime expected credit losses. Other key factors that influence the expected credit loss analysis include customer demographics, payment terms offered in the normal course of business to customers, and industry-specific factors that could impact the Group’s receivables. Additionally, external data and macroeconomic factors are also considered. This is assessed at each quarter based on the Group’s specific facts and circumstances. (j) Accounts Receivable, net The Group’s accounts receivable mainly consist of amounts due from the customers, travel agents, insurance companies and travel boards or bureaus, which are carried at the original invoice amount less provision for current expected credit losses. The Group recognized allowance for doubtful accounts of RMB3,299, RMB28,443 and RMB55,910 for the years ended December 31, 2018, 2019 and 2020, respectively. The following table summarized the details of the Group’s allowance for credit losses related to accounts receivables: For the Years Ended December 31, 2018 2019 2020 RMB RMB RMB US$ (Note 2(d)) Balance at the beginning of year 16,905 20,204 48,647 7,455 Cumulative effect of adoption of new accounting standard — — 1,833 281 Provision for dou |