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How do machine learning and non-traditional data affect credit scoring? New evidence from a Chinese fintech firm

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Cited by:

  1. Huang, Yiping & Li, Zhenhua & Qiu, Han & Tao, Sun & Wang, Xue & Zhang, Longmei, 2023. "BigTech credit risk assessment for SMEs," China Economic Review, Elsevier, vol. 81(C).
  2. Frederic Boissay & Torsten Ehlers & Leonardo Gambacorta & Hyun Song Shin, 2021. "Big Techs in Finance: On the New Nexus Between Data Privacy and Competition," Springer Books, in: Raghavendra Rau & Robert Wardrop & Luigi Zingales (ed.), The Palgrave Handbook of Technological Finance, pages 855-875, Springer.
  3. 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.
  4. Allen, Franklin & Gu, Xian & Jagtiani, Julapa, 2022. "Fintech, Cryptocurrencies, and CBDC: Financial Structural Transformation in China," Journal of International Money and Finance, Elsevier, vol. 124(C).
  5. Pierri, Nicola & Timmer, Yannick, 2022. "The importance of technology in banking during a crisis," Journal of Monetary Economics, Elsevier, vol. 128(C), pages 88-104.
  6. Eccles, Peter & Grout, Paul & Siciliani, Paolo & Zalewska, Anna, 2021. "The impact of machine learning and big data on credit markets," Bank of England working papers 930, Bank of England.
  7. Wang, Yichen & Hu, Jun & Chen, Jia, 2023. "Does Fintech facilitate cross-border M&As? Evidence from Chinese A-share listed firms," International Review of Financial Analysis, Elsevier, vol. 85(C).
  8. Rishabh, Kumar & Schäublin, Jorma, 2021. "Payment Fintechs and Debt Enforcement," Working papers 2021/02, Faculty of Business and Economics - University of Basel.
  9. Sergio Gorjón, 2020. "Digital platforms: developments in their regulation and challenges in the financial arena," Economic Bulletin, Banco de España, issue 4/2020.
  10. Giulio Cornelli & Jon Frost & Leonardo Gambacorta & Julapa Jagtiani, 2022. "The Impact of Fintech Lending on Credit Access for U.S. Small Businesses," Working Papers 22-14, Federal Reserve Bank of Philadelphia.
  11. Cornelli, Giulio & De Fiore, Fiorella & Gambacorta, Leonardo & Manea, Cristina, 2024. "Fintech vs bank credit: How do they react to monetary policy?," Economics Letters, Elsevier, vol. 234(C).
  12. Gambacorta, Leonardo & De Fiore, Fiorella & Manea, Cristina, 2023. "Big Techs and the Credit Channel of Monetary Policy," CEPR Discussion Papers 18217, C.E.P.R. Discussion Papers.
  13. Tobias Berg & Andreas Fuster & Manju Puri, 2022. "FinTech Lending," Annual Review of Financial Economics, Annual Reviews, vol. 14(1), pages 187-207, November.
  14. Yiping Huang & Xue Wang & Xun Wang, 2020. "Mobile Payment in China: Practice and Its Effects," Asian Economic Papers, MIT Press, vol. 19(3), pages 1-18, Fall.
  15. Dong, Yingwei & Gou, Qin & Qiu, Han, 2023. "Big tech credit score and default risk ——Evidence from loan-level data of a representative microfinance company in China," China Economic Review, Elsevier, vol. 81(C).
  16. 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).
  17. Gambacorta, Leonardo & Beck, Thorsten & Huang, Yiping & Li, Zhenhua & Qiu, Han, 2022. "Big techs, QR code payments and financial inclusion," CEPR Discussion Papers 17297, C.E.P.R. Discussion Papers.
  18. Jaewon Park & Minsoo Shin & Wookjae Heo, 2021. "Estimating the BIS Capital Adequacy Ratio for Korean Banks Using Machine Learning: Predicting by Variable Selection Using Random Forest Algorithms," Risks, MDPI, vol. 9(2), pages 1-19, February.
  19. Bank for International Settlements, 2020. "The dawn of fintech in Latin America: landscape, prospects and challenges," BIS Papers, Bank for International Settlements, number 112.
  20. 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).
  21. Nicola Branzoli & Edoardo Rainone & Ilaria Supino, 2023. "The role of banks' technology adoption in credit markets during the pandemic," Temi di discussione (Economic working papers) 1406, Bank of Italy, Economic Research and International Relations Area.
  22. Gambacorta, Leonardo & Huang, Yiping & Li, Zhenhua & Qiu, Han & Chen, Shu, 2020. "Data vs collateral," CEPR Discussion Papers 15262, C.E.P.R. Discussion Papers.
  23. Giulio Cornelli & Jon Frost & Leonardo Gambacorta & Raghavendra Rau & Robert Wardrop & Tania Ziegler, 2020. "Fintech and big tech credit: a new database," BIS Working Papers 887, Bank for International Settlements.
  24. Hans Genberg & Özer Karagedikli, 2021. "Machine Learning and Central Banks: Ready for Prime Time?," Working Papers wp43, South East Asian Central Banks (SEACEN) Research and Training Centre.
  25. Dancsik, Bálint, 2020. "Rendszerszintű kockázat rendszerszintű erkölcs nélkül. Kiegészítések a pénzügyi válságok etikai magyarázatához [Systemic risk without systemic ethics. Supplements to the ethical explanation of fina," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(3), pages 225-243.
  26. Alraqeb Zeynep & Knaack Peter & Macaire Camille, 2022. "Does FinTech Promote Entrepreneurship? Evidence from China [L’adoption des Fintech favorise-t-elle l’entreprenariat ? Le cas de la Chine]," Working papers 895, Banque de France.
  27. Salvatore Cardillo & Raffaele Gallo & Francesco Guarino, 2021. "Main challenges and prospects for the European banking sector: a critical review of the ongoing debate," Questioni di Economia e Finanza (Occasional Papers) 634, Bank of Italy, Economic Research and International Relations Area.
  28. 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.
  29. Lin, Aijie & Peng, Yulei & Wu, Xi, 2022. "Digital finance and investment of micro and small enterprises: Evidence from China," China Economic Review, Elsevier, vol. 75(C).
  30. Lei Lu & Jianxing Wei & Weixing Wu & Yi Zhou, 2023. "Pricing strategies in BigTech lending: Evidence from China," Financial Management, Financial Management Association International, vol. 52(2), pages 333-374, June.
  31. Cecchetti, Stephen & Schoenholtz, Kermit L., 2020. "Finance and Technology: What is changing and what is not," CEPR Discussion Papers 15352, C.E.P.R. Discussion Papers.
  32. Gross, Christian & Jarmuzek, Mariusz & Pancaro, Cosimo, 2021. "Macro-stress testing dividend income. Evidence from euro area banks," Economics Letters, Elsevier, vol. 201(C).
  33. Martin Chorzempa & Yiping Huang, 2022. "Chinese Fintech Innovation and Regulation," Asian Economic Policy Review, Japan Center for Economic Research, vol. 17(2), pages 274-292, July.
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