EXHIBIT 23 CONSENT OF INDEPENDENT AUDITORS The Board of Directors Quaker City Bancorp, Inc.: We consent to incorporation by reference in the Registration Statement (No. 33-83770) on Form S-8 of Quaker City Bancorp, Inc. of our report dated July 20, 2001 relating to the consolidated statements of financial condition of Quaker City Bancorp, Inc. and subsidiaries as of June 30, 2001 and 2000 and the related consolidated statements of earnings, comprehensive income, stockholders' equity and cash flows for each of the years in the three-year period ended June 30, 2001, which report appears in the June 30, 2001 annual report on Form 10-K of Quaker City Bancorp, Inc. KPMG LLP Los Angeles, California September 27, 2001