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P2P Lenders versus Banks: Cream Skimming or Bottom Fishing?
[Loan officer incentives, internal rating models and default rates]

Citations

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Cited by:

  1. Gisbert, Josep & Gutierrez, Jose E., 2024. "Bridging the gap? A theoretical analysis of the net effect of FinTech entry on access to credit," Finance Research Letters, Elsevier, vol. 69(PA).
  2. Guillaume Edou Tchidi & Wei Zhang, 2025. "Mediating effect of financial inclusion on FinTech innovations and economic development in West Africa: Evidence from the Benin Republic," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 1032-1048, April.
  3. Mahbuba Aktar & Makram El-Shagi, 2026. "The Impact of BigTech and Fintech Credit on Income Inequality," CFDS Discussion Paper Series 2026/5, Center for Financial Development and Stability at Henan University, Kaifeng, Henan, China.
  4. Greg Buchak & Gregor Matvos & Tomasz Piskorski & Amit Seru, 2024. "Aggregate Lending and Modern Financial Intermediation: Why Bank Balance Sheet Models Are Miscalibrated," NBER Macroeconomics Annual, University of Chicago Press, vol. 38(1), pages 239-287.
  5. Irani, Rustom & Iyer, Rajkamal & Meisenzahl, Ralf & Peydró, José-Luis, 2021. "The rise of shadow banking: Evidence from capital regulation," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 34(5), pages 2181-2235.
  6. Eid, Nourhan & Yang, Junhong & Duygun, Meryem, 2024. "Bridging the credit gap: The influence of regional bank structure on the expansion of peer-to-peer lending," The British Accounting Review, Elsevier, vol. 56(6).
  7. Croux, Christophe & Jagtiani, Julapa & Korivi, Tarunsai & Vulanovic, Milos, 2020. "Important factors determining Fintech loan default: Evidence from a lendingclub consumer platform," Journal of Economic Behavior & Organization, Elsevier, vol. 173(C), pages 270-296.
  8. Di, Wenhua & Pattison, Nathaniel, 2023. "Industry Specialization and Small Business Lending," Journal of Banking & Finance, Elsevier, vol. 149(C).
  9. Isil Erel & Jack Liebersohn, 2020. "Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program," NBER Working Papers 27659, National Bureau of Economic Research, Inc.
  10. repec:crb:wpaper:2025-03-eng is not listed on IDEAS
  11. Feng, Ling & Li, Zhiyuan & Liu, Yixuan & Zhou, Yahong, 2025. "Did FinTech steal the cheese of banks? Evidence from Chinese firm exports," China Economic Review, Elsevier, vol. 91(C).
  12. Štefan Lyócsa & Petra Vašaničová & Branka Hadji Misheva & Marko Dávid Vateha, 2022. "Default or profit scoring credit systems? Evidence from European and US peer-to-peer lending markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-21, December.
  13. Hafez Baker & Thair A. Kaddumi & Mahmoud Daoud Nassar & Riham Suleiman Muqattash, 2023. "Impact of Financial Technology on Improvement of Banks’ Financial Performance," JRFM, MDPI, vol. 16(4), pages 1-20, April.
  14. Anjan V. Thakor, 2023. "Finance research: What are the new frontiers?," The Financial Review, Eastern Finance Association, vol. 58(3), pages 453-462, August.
  15. Correia, Filipe & Martins, António & Waikel, Anthony, 2022. "Online financing without FinTech: Evidence from online informal loans," Journal of Economics and Business, Elsevier, vol. 121(C).
  16. Carole Gresse & Hugo Marin, 2021. "Geographical-Proximity Bias in P2B Crowdlending Strategies," Working Papers hal-03338244, HAL.
  17. Baumöhl, Eduard & Lyócsa, Štefan & Vašaničová, Petra, 2024. "Macroeconomic environment and the future performance of loans: Evidence from three peer-to-peer platforms," International Review of Financial Analysis, Elsevier, vol. 95(PB).
  18. Liu, Funing & Sun, Chunxing, 2025. "Digital financial inclusion and the effect of impoverished borrowers’ behavior," Finance Research Letters, Elsevier, vol. 86(PA).
  19. Biancini, Sara & Verdier, Marianne, 2023. "Bank-platform competition in the credit market," International Journal of Industrial Organization, Elsevier, vol. 91(C).
  20. Xie, Xueyan & Zhu, Xiaoyang, 2022. "FinTech and capital allocation efficiency: Another equity-efficiency dilemma?," Global Finance Journal, Elsevier, vol. 53(C).
  21. Cuadros-Solas, Pedro J. & Cubillas, Elena & Salvador, Carlos, 2023. "Does alternative digital lending affect bank performance? Cross-country and bank-level evidence," International Review of Financial Analysis, Elsevier, vol. 90(C).
  22. Wenhua Di & Nathaniel Pattison, 2020. "Distant Lending, Specialization, and Access to Credit," Working Papers 2003, Federal Reserve Bank of Dallas.
  23. Kowalewski, Oskar & Pisany, Paweł & Ślązak, Emil, 2022. "Digitalization and data, institutional quality and culture as drivers of technology-based credit providers," Journal of Economics and Business, Elsevier, vol. 121(C).
  24. Paul Beaumont & Huan Tang & Eric Vansteenberghe, "undated". "Effets collatéraux : le rôle des Fintechs dans le financement des petites et moyennes entreprises," Analyse et synthèse 157, Banque de France.
  25. Soojin Park & Prida Erni Kesuma & Man Cho, 2021. "Did Financial Consumers Benefit from the Digital Transformation? An Empirical Investigation," IJFS, MDPI, vol. 9(4), pages 1-18, October.
  26. He, Dongwei & Wang, Yumeng & Wu, Siyao & Wang, Xiaoyue & Zhang, Jiacai, 2026. "Banking on technology: Does FinTech improve bank performance?," The Quarterly Review of Economics and Finance, Elsevier, vol. 105(C).
  27. Vives, Xavier & Ye, Zhiqiang, 2025. "Fintech entry, lending market competition, and welfare," Journal of Financial Economics, Elsevier, vol. 168(C).
  28. Paul Beaumont & Huan Tang & Éric Vansteenberghe, 2024. "Collateral Effects: The Role of FinTech in Small Business Lending [Effets collatéraux : le rôle des Fintechs dans le financement des petites et moyennes entreprises]," Débats Economiques et financiers 42, Banque de France.
  29. Xia, Yanchun & Qiao, Zhilin & Xie, Guanghua, 2022. "Corporate resilience to the COVID-19 pandemic: The role of digital finance," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
  30. Gaibulloev, Khusrav & Mirzaei, Ali & Moore, Tomoe & Saad, Mohsen, 2025. "The effect of fintech financing on firm performance: Evidence from emerging economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 103(C).
  31. Xiaoran Jia & Kiridaran Kanagaretnam, 2025. "Digital Inclusion and Financial Inclusion: Evidence from Peer-to-Peer Lending," Journal of Business Ethics, Springer, vol. 196(2), pages 345-380, January.
  32. Peter Eccles & Paul Grout & Paolo Siciliani & Anna Zalewska, 2021. "The impact of machine learning and big data on credit markets," Bank of England working papers 930, Bank of England.
  33. 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.
  34. Brandon Goldstein & Julapa Jagtiani & Catharine Lemieux, 2023. "Did Fintech Loans Default More During the COVID-19 Pandemic? Were Fintech Firms “Cream-Skimming” the Best Borrowers?," Working Papers 23-26, Federal Reserve Bank of Philadelphia.
  35. Nicola Branzoli & Ilaria Supino, 2020. "FinTech credit: a critical review of empirical research," Questioni di Economia e Finanza (Occasional Papers) 549, Bank of Italy, Economic Research and International Relations Area.
  36. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
  37. Irani, Rustom & Iyer, Rajkamal & Meisenzahl, Ralf & Peydró, José-Luis, 2021. "The rise of shadow banking: Evidence from capital regulation," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 2181-2235.
  38. Franklin Allen & Xian Gu & Julapa Jagtiani, 2021. "A Survey of Fintech Research and Policy Discussion," Review of Corporate Finance, now publishers, vol. 1(3-4), pages 259-339, July.
  39. Braggion, Fabio & Manconi, Alberto & Pavanini, Nicola & Zhu, Haikun, 2022. "The Value of Financial Intermediation: Evidence from Online Debt Crowdfunding," CEPR Discussion Papers 14740, Centre for Economic Policy Research.
  40. Braggion, Fabio & Manconi, Alberto & Pavanini, Nicola & Zhu, Haikun, 2025. "The value of financial intermediation: Evidence from online debt crowdfunding," Journal of Financial Economics, Elsevier, vol. 172(C).
  41. Sikalao-Lekobane, Onneetse L., 2025. "Do macroprudential policies influence FinTech credit growth?," Economic Modelling, Elsevier, vol. 151(C).
  42. Yuan, Gecheng & Fang, Jie & Sun, Yongping, 2024. "The impact of Fintech on the nexus between household debt and financial crises: A global perspective," Economic Modelling, Elsevier, vol. 130(C).
  43. Thakor, Anjan, 2020. "Corrigendum to: Fintech and Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 43(C).
  44. Babina, Tania & Bahaj, Saleem & Buchak, Greg & De Marco, Filippo & Foulis, Angus & Gornall, Will & Mazzola, Francesco & Yu, Tong, 2025. "Customer data access and fintech entry: Early evidence from open banking," Journal of Financial Economics, Elsevier, vol. 169(C).
  45. Zhenlun Wu & Lisha Li & Bo Wang & Xiaomei Zhang, 2024. "FinTech regulation and banks’ risk-taking: Evidence from China," PLOS ONE, Public Library of Science, vol. 19(10), pages 1-29, October.
  46. repec:crb:wpaper:2025-03-2 is not listed on IDEAS
  47. Koranteng, Barbara & You, Kefei, 2025. "Does P2P lending promote the traditional bank-based financial inclusion? Spatial evidence from 34 developing economies," Research in International Business and Finance, Elsevier, vol. 77(PB).
  48. Ma, Qianli & Xu, Lei & Anwar, Sajid & Lu, Zenghua, 2023. "Banking competition and the use of shadow credit: Evidence from lending marketplaces," Global Finance Journal, Elsevier, vol. 58(C).
  49. Luo, Yan & Jiang, Chuyu & Jun, Xiao & Zhao, Yang, 2025. "Does investment in consumer finance companies impact credit allocation of banks? Evidence from China," Economic Modelling, Elsevier, vol. 150(C).
  50. Nigmonov, Asror & Shams, Syed & Urbonas, Povilas, 2024. "Estimating probability of default via delinquencies? Evidence from European P2P lending market," Global Finance Journal, Elsevier, vol. 63(C).
  51. Jia, Xiaoran, 2024. "FinTech penetration, charter value, and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 161(C).
  52. Kowalewski, Oskar & Pisany, Paweł, 2022. "Banks' consumer lending reaction to fintech and bigtech credit emergence in the context of soft versus hard credit information processing," International Review of Financial Analysis, Elsevier, vol. 81(C).
  53. Li, Emma & Mao, Mike Qinghao & Zhang, Hong Feng & Zheng, Hao, 2023. "Banks’ investments in fintech ventures," Journal of Banking & Finance, Elsevier, vol. 149(C).
  54. Curcio, Domenico & D’Amico, Simona & Gianfrancesco, Igor & Vioto, Davide, 2024. "Understanding the impact of the financial technology revolution on systemic risk: Evidence from US and EU diversified financials," Research in International Business and Finance, Elsevier, vol. 69(C).
  55. Yang, Keer, 2025. "Trust as an entry barrier: Evidence from FinTech adoption," Journal of Financial Economics, Elsevier, vol. 169(C).
  56. Oskar Kowalewski & Pawel Pisany & Emil Slazak, 2021. "What determines cross-country differences in fintech and bigtech credit markets?," Working Papers 2021-ACF-02, IESEG School of Management.
  57. Tu D. Q. Le & Tin H. Ho & Dat T. Nguyen & Thanh Ngo, 2021. "Fintech Credit and Bank Efficiency: International Evidence," IJFS, MDPI, vol. 9(3), pages 1-16, August.
  58. Marc Deschamps & Julie Le Gallo & Catherine Refait-Alexandre, 2025. "Crowdfunding and the transition of the agriculture and food industry. An approach through various dimensions of proximity," Working Papers 2025-03, CRESE.
  59. Berg, Tobias & Burg, Valentin & Keil, Jan & Puri, Manju, 2025. "The economics of “Buy Now, Pay Later”: A merchant’s perspective," Journal of Financial Economics, Elsevier, vol. 171(C).
  60. Zhang, Miaoyin (Alexandra), 2025. "Does marketplace lending provide liquidity during a crisis?," The Quarterly Review of Economics and Finance, Elsevier, vol. 104(C).
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