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Can FinTech reduce disparities in access to finance? Evidence from the Paycheck Protection Program

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Cited by:

  1. Carletti, Elena & Leonello, Agnese & Marquez, Robert, 2023. "Loan guarantees, bank underwriting policies and financial stability," Journal of Financial Economics, Elsevier, vol. 149(2), pages 260-295.
  2. Jeffery Piao & K. Philip Wang & Diana L. Weng, 2025. "U.S. Banks’ Artificial Intelligence and Small Business Lending: Evidence from the Census Bureau’s Annual Business Survey," Working Papers 25-07, Center for Economic Studies, U.S. Census Bureau.
  3. Matheus C Sampaio & Jose Renato H Ornelas, 2024. "Payment technology complementarities and their consequences on the banking sector: evidence from Brazil's Pix," BIS Papers chapters, in: Bank for International Settlements (ed.), Faster digital payments: global and regional perspectives, volume 127, pages 17-43, Bank for International Settlements.
  4. Hasan, Iftekhar & Li, Xiang & Takalo, Tuomas, 2023. "Technological innovation and the bank lending channel of monetary policy transmission," IWH Discussion Papers 14/2021, Halle Institute for Economic Research (IWH), revised 2023.
  5. Olayinka Oyekola & Sofia Johan & Rilwan Sakariyahu & Oluwatoyin Esther Dosumu & Shima Amini, 2023. "Political institutions, financial liberalisation, and access to finance: firm-level empirical evidence," Discussion Papers 2307, University of Exeter, Department of Economics.
  6. Vladimir Kotomin & Wyatt Frere & Ruby Morr, 2025. "Forgive me not? Racial and institutional disparities in the Paycheck Protection Program loan forgiveness," Small Business Economics, Springer, vol. 64(3), pages 1433-1461, March.
  7. Matheus C. Sampaio & Jose Renato Haas Ornelas, 2024. "Payment Technology Complementarities and their Consequences in the Banking Sector: evidence from Brazil’s Pix," Working Papers Series 600, Central Bank of Brazil, Research Department.
  8. Suhrab, Muhammad & Chen, Pinglu & Ullah, Atta, 2024. "Digital financial inclusion and income inequality nexus: Can technology innovation and infrastructure development help in achieving sustainable development goals?," Technology in Society, Elsevier, vol. 76(C).
  9. Sergey Chernenko & Nathan Kaplan & Asani Sarkar & David S. Scharfstein, 2023. "Applications or Approvals: What Drives Racial Disparities in the Paycheck Protection Program?," NBER Working Papers 31172, National Bureau of Economic Research, Inc.
  10. Huang, Yiping & Li, Xiang & Qiu, Han & Yu, Changhua, 2023. "BigTech credit and monetary policy transmission: Micro-level evidence from China," BOFIT Discussion Papers 2/2023, Bank of Finland Institute for Emerging Economies (BOFIT).
  11. Lopez, Jose A. & Spiegel, Mark M., 2023. "Small business lending under the PPP and PPPLF programs," Journal of Financial Intermediation, Elsevier, vol. 53(C).
  12. Mark K. Cassell & Michael Schwan & Marc Schneiberg, 2023. "Bank Types, Inclusivity, and Paycheck Protection Program Lending During COVID-19," Economic Development Quarterly, , vol. 37(3), pages 277-294, August.
  13. Yu, Guohua & Qi, Yingying & Ren, Yimeng, 2025. "FinTech adoption and farmers’ wealth distribution: Evidence from a large micro-data in China," Finance Research Letters, Elsevier, vol. 72(C).
  14. Michael Dinerstein & Constantine Yannelis & Ching-Tse Chen, 2024. "Debt Moratoria: Evidence from Student Loan Forbearance," American Economic Review: Insights, American Economic Association, vol. 6(2), pages 196-213, June.
  15. Tania Babina & Saleem A. Bahaj & Greg Buchak & Filippo De Marco & Angus K. Foulis & Will Gornall & Francesco Mazzola & Tong Yu, 2024. "Customer Data Access and Fintech Entry: Early Evidence from Open Banking," NBER Working Papers 32089, National Bureau of Economic Research, Inc.
  16. Wang, Ye & Wu, Shuang, 2024. "Impact of mobile banking on small business lending after bank branch closures," Journal of Corporate Finance, Elsevier, vol. 87(C).
  17. Li, Dongxu, 2024. "Horizontal mergers and heterogeneous firm investments: evidence from the United States," Journal of Empirical Finance, Elsevier, vol. 75(C).
  18. Brett Barkley & Mark Schweitzer, 2023. "Credit Availability for Minority Business Owners in an Evolving Credit Environment," Economic Development Quarterly, , vol. 37(3), pages 230-242, August.
  19. Oyekola, Olayinka & Odewunmi, Samuel, 2023. "The consequence of societal secrecy for the financial constraints faced by firms," Economics Letters, Elsevier, vol. 228(C).
  20. Wan, Siyu & Lee, Yoong Hon & Sarma, Vengadeshvaran J., 2023. "Is Fintech good for green finance? Empirical evidence from listed banks in China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1273-1291.
  21. Mark Schweitzer & Angela Guo, 2024. "Basic facts on the coverage of the paycheck protection program," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 59(1), pages 10-30, January.
  22. Nam, Rachel J., 2022. "Open banking and customer data sharing: Implications for FinTech borrowers," SAFE Working Paper Series 364, Leibniz Institute for Financial Research SAFE.
  23. Huang, Jin & Liu, Ruiqi & Wang, Wenting & Wang, Zi'ang & Wang, Congwei & (Jimmy) Jin, Yong, 2024. "Unleashing Fintech’s potential: A catalyst for green bonds issuance," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 93(C).
  24. Barrot, Jean-Noël & Bonelli, Maxime & Grassi, Basile & Sauvagnat, Julien, 2024. "Causal effects of closing businesses in a pandemic," Journal of Financial Economics, Elsevier, vol. 154(C).
  25. Xinhao Huang & Di Li & Meng Sun, 2025. "Fintech and Corporate ESG Performance: An Empirical Analysis Based on the NEV Industry," Sustainability, MDPI, vol. 17(2), pages 1-21, January.
  26. Silva, Thiago Christiano & de Souza, Sergio Rubens Stancato & Guerra, Solange Maria & Tabak, Benjamin Miranda, 2023. "COVID-19 and bank branch lending: The moderating effect of digitalization," Journal of Banking & Finance, Elsevier, vol. 152(C).
  27. Gustavo Joaquim & J. Christina Wang, 2022. "What Do 25 Million Records of Small Businesses Say about the Effects of the PPP?," Working Papers 22-23, Federal Reserve Bank of Boston.
  28. Sachin Kumar Sharma & P. Vigneswara Ilavarasan & Stan Karanasios, 2024. "Small businesses and FinTech: a systematic review and future directions," Electronic Commerce Research, Springer, vol. 24(1), pages 535-575, March.
  29. Chenchen Shi & Jinjing Lu, 2024. "Unlocking Economic Resilience: A New Methodological Approach and Empirical Examination under Digital Transformation," Land, MDPI, vol. 13(5), pages 1-20, May.
  30. Chernenko, Sergey & Scharfstein, David, 2024. "Racial disparities in the Paycheck Protection Program," Journal of Financial Economics, Elsevier, vol. 160(C).
  31. Zhou, Nan & Sun, Ruohan, 2024. "Coping with the storm: The role of fintech in SME survival," International Review of Financial Analysis, Elsevier, vol. 93(C).
  32. Michael King & Daniel Putman & Shane Byrne & Chaning Jang, 2024. "Navigating the Rise in Non-Institutional Digital Fraud: An Experiment with Micro Enterprises in Nigeria," Trinity Economics Papers tep1124, Trinity College Dublin, Department of Economics, revised Jan 2025.
  33. Wang, Haijun & Du, Xiance & Ge, Chen & Wu, Wanting, 2024. "Does digital credit alleviate household income vulnerability?," Pacific-Basin Finance Journal, Elsevier, vol. 88(C).
  34. Lai, Shaojie & Chen, Lihan & Wang, Qing Sophie & Anderson, Hamish D., 2023. "Bank competition and corporate employment: Evidence from the geographic distribution of bank branches in China," Journal of Banking & Finance, Elsevier, vol. 154(C).
  35. Carletti, Elena & Leonello, Agnese & Marquez, Robert, 2023. "Loan guarantees, bank underwriting policies and financial fragility," Working Paper Series 2782, European Central Bank.
  36. Liu, Haiming & Hu, Jikong, 2025. "Bank Fintech and firm leverage adjustment speed: Evidence from China," Research in International Business and Finance, Elsevier, vol. 73(PA).
  37. Wang, Ting & Xu, Jiani & Yang, Liuyong, 2024. "Financial geographic density and corporate financial asset holdings: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
  38. Anbil, Sriya & Carlson, Mark & Styczynski, Mary-Frances, 2023. "The effect of the Federal Reserve’s lending facility on PPP lending by commercial banks," Journal of Financial Intermediation, Elsevier, vol. 55(C).
  39. Wu, Lei & Yu, Dongli & Lv, Yongbin, 2023. "Digital banking and deposit: Substitution effect of mobile applications on web services," Finance Research Letters, Elsevier, vol. 56(C).
  40. Gabriela Lelo de Larrea & Mehmet Altin & Emrah Koçak & Fevzi Okumus, 2024. "Paycheck Protection Program and lending discrimination in the US hospitality industry," Tourism Economics, , vol. 30(7), pages 1780-1799, November.
  41. Zhou, Bo & Wang, Qunwei, 2024. "FinTech matters in sustainable finance: Does it redistribute the supply of financial services?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
  42. Dao Ha & Phuong Le & Duc Khuong Nguyen, 2025. "Financial inclusion and fintech: a state-of-the-art systematic literature review," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-42, December.
  43. Kutzbach, Mark J. & Pogach, Jonathan, 2024. "Financial technology and relationship lending: Complements or substitutes?," Journal of Financial Intermediation, Elsevier, vol. 59(C).
  44. Olayinka Oyekola & Samuel Odewunmi, 2023. "The consequence of societal secrecy for financial constraints," Discussion Papers 2303, University of Exeter, Department of Economics.
  45. Liebersohn, Jack, 2024. "How does competition affect retail banking? Quasi-experimental evidence from bank mergers," Journal of Financial Economics, Elsevier, vol. 154(C).
  46. Daniel G. Neely & Gregory D. Saxton & Paul A. Wong, 2023. "Nonprofit Organizations’ Financial Obligations and the Paycheck Protection Program," Management Science, INFORMS, vol. 69(7), pages 4353-4361, July.
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