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Fintech credit markets around the world: size, drivers and policy issues

Citations

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Cited by:

  1. Najia Saqib & Ivan A. Duran & Ilhan Ozturk, 2023. "Unraveling the Interrelationship of Digitalization, Renewable Energy, and Ecological Footprints within the EKC Framework: Empirical Insights from the United States," Sustainability, MDPI, vol. 15(13), pages 1-21, July.
  2. Nicola Pierri & Yannick Timmer, 2020. "Tech in Fin before FinTech: Blessing or Curse for Financial Stability?," CESifo Working Paper Series 8067, CESifo.
  3. Kowalewski, Oskar & Pisany, Paweł, 2023. "The rise of fintech: A cross-country perspective," Technovation, Elsevier, vol. 122(C).
  4. Kanungo, Rama Prasad & Gupta, Suraksha, 2021. "Financial inclusion through digitalisation of services for well-being," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
  5. Janina Harasim, 2021. "FinTechs, BigTechs and Banks—When Cooperation and When Competition?," JRFM, MDPI, vol. 14(12), pages 1-16, December.
  6. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2019. "European Small Business Finance Outlook: June 2019," EIF Working Paper Series 2019/57, European Investment Fund (EIF).
  7. Chen, Wen & Wu, Weili & Zhang, Tonghui, 2023. "Fintech development, firm digitalization, and bank loan pricing," Journal of Behavioral and Experimental Finance, Elsevier, vol. 39(C).
  8. Ping-Lun Tseng & Wen-Chung Guo, 2022. "Fintech, Credit Market Competition, and Bank Asset Quality," Journal of Financial Services Research, Springer;Western Finance Association, vol. 61(3), pages 285-318, June.
  9. 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.
  10. 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.
  11. Giulio Cornelli & Sebastian Doerr & Lavinia Franco & Jon Frost, 2021. "Funding for fintechs: patterns and drivers," BIS Quarterly Review, Bank for International Settlements, September.
  12. Giulio Cornelli & Jon Frost & Leonardo Gambacorta & Raghavendra Rau & Robert Wardrop & Tania Ziegler, 2021. "Fintech and Big Tech Credit: What Explains the Rise of Digital Lending?," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 22(02), pages 30-34, March.
  13. repec:ecb:ecbdps:202010 is not listed on IDEAS
  14. Jon Frost & Leonardo Gambacorta & Yi Huang & Hyun Song Shin & Pablo Zbinden, 2019. "BigTech and the changing structure of financial intermediation," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(100), pages 761-799.
  15. Boot, Arnoud & Hoffmann, Peter & Laeven, Luc & Ratnovski, Lev, 2020. "Financial intermediation and technology: What’s old, what’s new?," Working Paper Series 2438, European Central Bank.
  16. Peng, Hongfeng & Ji, Jiao & Sun, Hanwen & Xu, Haofeng, 2023. "Legal enforcement and fintech credit: International evidence," Journal of Empirical Finance, Elsevier, vol. 72(C), pages 214-231.
  17. 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.
  18. 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.
  19. Santiago Carbó Valverde & Pedro J. Cuadros Solas & Francisco Rodríguez Fernández, 2020. "Taxonomy of the Spanish FinTech ecosystem and the drivers of FinTechs’ performance," Revista de Estabilidad Financiera, Banco de España, issue MAY.
  20. Mertzanis, Charilaos, 2023. "FinTech finance and social-environmental performance around the world," Finance Research Letters, Elsevier, vol. 56(C).
  21. Dandan Dai & Yijia Chen, 2022. "The geography of the fintech industry in China: An analysis of China’s city‐level patenting," Growth and Change, Wiley Blackwell, vol. 53(4), pages 1907-1932, December.
  22. Husam Rjoub & Tomiwa Sunday Adebayo & Dervis Kirikkaleli, 2023. "Blockchain technology-based FinTech banking sector involvement using adaptive neuro-fuzzy-based K-nearest neighbors algorithm," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-23, December.
  23. Laeven, Luc & Boot, Arnoud & Hoffmann, Peter & Ratnovski, Lev, 2020. "Financial Intermediation and Technology: What’s Old, What’s New?," CEPR Discussion Papers 15004, C.E.P.R. Discussion Papers.
  24. 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).
  25. Tao, Ran & Su, Chi-Wei & Naqvi, Bushra & Rizvi, Syed Kumail Abbas, 2022. "Can Fintech development pave the way for a transition towards low-carbon economy: A global perspective," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  26. Marc Schmitt, 2022. "Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring," Papers 2205.10535, arXiv.org.
  27. U. Y. Abdur Rahman, 2020. "Utilization of Indonesia’s Digital Economy to Invest in Human Capital and Provide Socio-Economic Support to Stimulate Economic Growth," International Journal of Business and Administrative Studies, Professor Dr. Bahaudin G. Mujtaba, vol. 6(6), pages 312-322.
  28. Angela Tritto & Yujia He & Victoria Amanda Junaedi, 2020. "Governing the gold rush into emerging markets: a case study of Indonesia’s regulatory responses to the expansion of Chinese-backed online P2P lending," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-24, December.
  29. Finkelstein-Shapiro, Alan & Mandelman, Federico S. & Nuguer, Victoria, 2022. "Fintech Entry, Firm Financial Inclusion, and Macroeconomic Dynamics in Emerging Economies," IDB Publications (Working Papers) 11895, Inter-American Development Bank.
  30. Tobias Berg & Andreas Fuster & Manju Puri, 2022. "FinTech Lending," Annual Review of Financial Economics, Annual Reviews, vol. 14(1), pages 187-207, November.
  31. Itzhak Ben-David & Mark J. Johnson & René M. Stulz, 2021. "Why Did Small Business FinTech Lending Dry Up During the COVID-19 Crisis?," NBER Working Papers 29205, National Bureau of Economic Research, Inc.
  32. Amstad, Marlene, 2019. "Regulating Fintech: Objectives, Principles, and Practices," ADBI Working Papers 1016, Asian Development Bank Institute.
  33. Kirill Shakhnov & Luana Zaccaria, 2022. "(R)evolution in Entrepreneurial Finance? The Relationship between Cryptocurrency and Venture Capital Markets," EIEF Working Papers Series 2202, Einaudi Institute for Economics and Finance (EIEF), revised Jan 2022.
  34. Kamilė Taujanskaitė & Eugenijus Milčius, 2022. "Accelerated Growth of Peer-to-Peer Lending and Its Impact on the Consumer Credit Market: Evidence from Lithuania," Economies, MDPI, vol. 10(9), pages 1-17, September.
  35. Rapih, Subroto & Susantiningrum, & Wahyono, Budi & Borges, Jorge Tavares & Phongsounthone, Somesanook, 2023. "Financial openness and fintech credit," Finance Research Letters, Elsevier, vol. 56(C).
  36. Majid Bazarbash, 2019. "FinTech in Financial Inclusion: Machine Learning Applications in Assessing Credit Risk," IMF Working Papers 2019/109, International Monetary Fund.
  37. Boot, Arnoud & Hoffmann, Peter & Laeven, Luc & Ratnovski, Lev, 2021. "Fintech: what’s old, what’s new?," Journal of Financial Stability, Elsevier, vol. 53(C).
  38. Lyons, Angela C. & Kass-Hanna, Josephine & Fava, Ana, 2022. "Fintech development and savings, borrowing, and remittances: A comparative study of emerging economies," Emerging Markets Review, Elsevier, vol. 51(PA).
  39. Chen, Xiao & Chong, Zhaohui & Giudici, Paolo & Huang, Bihong, 2022. "Network centrality effects in peer to peer lending," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 600(C).
  40. Croutzet, Alexandre & Dabbous, Amal, 2021. "Do FinTech trigger renewable energy use? Evidence from OECD countries," Renewable Energy, Elsevier, vol. 179(C), pages 1608-1617.
  41. Martin Hodula & Ngoc Anh Ngo, 2021. "Does Macroprudential Policy Leak? Evidence from Non-Bank Credit Intermediation in EU Countries," Working Papers 2021/5, Czech National Bank.
  42. Sebastian Doerr & Jon Frost & Leonardo Gambacorta & Vatsala Shreeti, 2023. "Big techs in finance," BIS Working Papers 1129, Bank for International Settlements.
  43. Funke, Michael & Li, Xiang & Tsang, Andrew, 2019. "Monetary policy shocks and peer-to-peer lending in China," BOFIT Discussion Papers 23/2019, Bank of Finland Institute for Emerging Economies (BOFIT).
  44. Bryane Michael & Nataliya Koroleska & Andy Tai & David Wai Ho Wong, 2022. "A critical look at using financial technology policy to promote the sustainable development goals," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1911-1920, December.
  45. Pacelli, Vincenzo & Miglietta, Federica & Foglia, Matteo, 2022. "The extreme risk connectedness of the new financial system: European evidence," International Review of Financial Analysis, Elsevier, vol. 84(C).
  46. Fasano, Francesco & Cappa, Francesco, 2022. "How do banking fintech services affect SME debt?," Journal of Economics and Business, Elsevier, vol. 121(C).
  47. Kristin Hommel & Peter M. Bican, 2020. "Digital Entrepreneurship in Finance: Fintechs and Funding Decision Criteria," Sustainability, MDPI, vol. 12(19), pages 1-18, September.
  48. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2019. "European Small Business Finance Outlook: December 2019," EIF Working Paper Series 2019/61, European Investment Fund (EIF).
  49. Nisha Mary Thomas, 2023. "Modeling key enablers influencing FinTechs offering SME credit services: A multi-stakeholder perspective," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-27, December.
  50. Bank for International Settlements, 2020. "The dawn of fintech in Latin America: landscape, prospects and challenges," BIS Papers, Bank for International Settlements, number 112.
  51. Huang, Yiping & Li, Xiang & Wang, Chu, 2021. "What does peer-to-peer lending evidence say about the Risk-Taking Channel of monetary policy?," Journal of Corporate Finance, Elsevier, vol. 66(C).
  52. Tamara Godoy & Jose Maria Serena & Bruno Tissot, 2020. "Central banks and fintech data issues," IFC Reports 10, Bank for International Settlements.
  53. 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).
  54. Milena Vučinić, 2020. "Fintech and Financial Stability Potential Influence of FinTech on Financial Stability, Risks and Benefits," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 9(2), pages 43-66.
  55. 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.
  56. Babak Naysary & Siti Nurbaayah Daud, 2021. "Peer to Peer Lending Industry in China and Its Implication on Economic Indicators: Testing the Mediating Impact of SMEs Performance," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 12(2), pages 106-114, April.
  57. Gardó, Sándor & Klaus, Benjamin, 2020. "Overcapacities in banking: Measurement, trends and determinants," Economic Modelling, Elsevier, vol. 91(C), pages 819-834.
  58. Huang, Yiping & Li, Xiang & Wang, Chu, 2021. "What does peer-to-peer lending evidence say about the Risk-Taking Channel of monetary policy?," Journal of Corporate Finance, Elsevier, vol. 66(C).
  59. Cornelli, Giulio & Frost, Jon & Gambacorta, Leonardo & Rau, P. Raghavendra & Wardrop, Robert & Ziegler, Tania, 2023. "Fintech and big tech credit: Drivers of the growth of digital lending," Journal of Banking & Finance, Elsevier, vol. 148(C).
  60. Funke, Michael & Li, Xiang & Tsang, Andrew, 2019. "Monetary policy shocks and peer-to-peer lending in China," BOFIT Discussion Papers 23/2019, Bank of Finland Institute for Emerging Economies (BOFIT).
  61. Fred Huibers, 2021. "Regulatory Response to the Rise of Fintech Credit in The Netherlands," JRFM, MDPI, vol. 14(8), pages 1-12, August.
  62. Kakhkharov, Jakhongir & Bianchi, Robert J., 2022. "COVID-19 and policy responses: Early evidence in banks and FinTech stocks," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
  63. Zanin, Luca, 2020. "Combining multiple probability predictions in the presence of class imbalance to discriminate between potential bad and good borrowers in the peer-to-peer lending market," Journal of Behavioral and Experimental Finance, Elsevier, vol. 25(C).
  64. Kyung Yoon Kwon & Philip Molyneux & Livia Pancotto & Alessio Reghezza, 2024. "Banks and FinTech Acquisitions," Journal of Financial Services Research, Springer;Western Finance Association, vol. 65(1), pages 41-75, February.
  65. Santiago Carbó Valverde & Pedro J. Cuadros Solas & Francisco Rodríguez Fernández, 2020. "Taxonomy of the Spanish FinTech ecosystem and the drivers of FinTechs’ performance," Financial Stability Review, Banco de España, issue Spring.
  66. Jon Frost, 2020. "The economic forces driving FinTech adoption across countries," Working Papers 663, DNB.
  67. Rosie Collins & Tobias Irrcher, 2019. "A tale of small branches: NBDT sector performance under increased regulatory scrutiny," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 82, pages 1-14, May.
  68. Mari-Liis Kukk & Laivi Laidroo, 2020. "Institutional Drivers of Crowdfunding Volumes," JRFM, MDPI, vol. 13(12), pages 1-28, December.
  69. Siyi Wang & Xing Yan & Bangqi Zheng & Hu Wang & Wangli Xu & Nanbo Peng & Qi Wu, 2021. "Risk and return prediction for pricing portfolios of non-performing consumer credit," Papers 2110.15102, arXiv.org.
  70. 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.
  71. Santiago Carbó Valverde & Pedro J. Cuadros Solas & Francisco Rodríguez Fernández, 2020. "Taxonomy of the Spanish FinTech ecosystem and the drivers of FinTechs’ performance," Revista de Estabilidad Financiera, Banco de España, issue Spring.
  72. Derryl D'Silva & Zuzana Filkova & Frank Packer & Siddharth Tiwari, 2019. "The design of digital financial infrastructure: lessons from India," BIS Papers, Bank for International Settlements, number 106.
  73. Vincenzo Bavoso, 2020. "The promise and perils of alternative market-based finance: the case of P2P lending in the UK," Journal of Banking Regulation, Palgrave Macmillan, vol. 21(4), pages 395-409, December.
  74. Fu, Jonathan & Mishra, Mrinal, 2022. "Fintech in the time of COVID−19: Technological adoption during crises," Journal of Financial Intermediation, Elsevier, vol. 50(C).
  75. Ammara Hussain & Ammar Oad & Munir Ahmad & Muhammad Irfan & Farhan Saqib, 2021. "Do Financial Development and Economic Openness Matter for Economic Progress in an Emerging Country? Seeking a Sustainable Development Path," JRFM, MDPI, vol. 14(6), pages 1-18, May.
  76. Wang, Xiaoting & Hou, Siyuan & Kyaw, Khine & Xue, Xupeng & Liu, Xueqin, 2023. "Exploring the determinants of Fintech Credit: A comprehensive analysis," Economic Modelling, Elsevier, vol. 126(C).
  77. Carletti, Elena & Claessens, Stijn & Fatás, Antonio & Vives, Xavier (ed.), 2020. "Barcelona Report 2 - The Bank Business Model in the Post-Covid-19 World," Vox eBooks, Centre for Economic Policy Research, number p329.
  78. Mehar, Muhammad Ayub, 2021. "COVID-19, Digital Transactions, and Economic Activities: Puzzling Nexus of Wealth Enhancement, Trade, and Financial Technology," ADBI Working Papers 1294, Asian Development Bank Institute.
  79. Giulio Cornelli & Leonardo Gambacorta & Livia Pancotto, 2023. "Buy now, pay later: a cross-country analysis," BIS Quarterly Review, Bank for International Settlements, December.
  80. Pelin Berkmen & Ms. Kimberly Beaton & Mr. Dmitry Gershenson & Mr. Javier Arze del Granado & Kotaro Ishi & Miss Marie S Kim & Emanuel Kopp & Mrs. Marina V Rousset, 2019. "Fintech in Latin America and the Caribbean: Stocktaking," IMF Working Papers 2019/071, International Monetary Fund.
  81. Jiao, Zhilun & Shahid, Muhammad Shehryar & Mirza, Nawazish & Tan, Zhixiong, 2021. "Should the fourth industrial revolution be widespread or confined geographically? A country-level analysis of fintech economies," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
  82. Alexis Derviz, 2019. "What changes in financial intermediation are to be expected from fintech?," Occasional Publications - Chapters in Edited Volumes, in: CNB Global Economic Outlook - August 2019, pages 12-17, Czech National Bank.
  83. Martinson Ankrah Twumasi & Yuansheng Jiang & Zhao Ding & Pengcheng Wang & Wonder Abgenyo, 2022. "The Mediating Role of Access to Financial Services in the Effect of Financial Literacy on Household Income: The Case of Rural Ghana," SAGE Open, , vol. 12(1), pages 21582440221, February.
  84. 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.
  85. repec:zbw:bofitp:2019_023 is not listed on IDEAS
  86. Xuan T. T. Pham & Thu B. Luu, 2024. "Effect of FinCredit on income inequality: the moderating role of financial inclusion," Review of Quantitative Finance and Accounting, Springer, vol. 62(3), pages 953-969, April.
  87. Chin‐Yoong Wong & Yoke‐Kee Eng, 2020. "P2P finance and the effectiveness of monetary controls," Manchester School, University of Manchester, vol. 88(4), pages 617-639, July.
  88. 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.
  89. Cong, Lin William & Yang, Xiaohan & Zhang, Xiaobo, 2021. "SMEs Amidst the Pandemic and Reopening: Digital Edge and Transformation," Applied Economics and Policy Working Paper Series 317045, Cornell University, Department of Applied Economics and Management.
  90. Sergio Gorjón, 2021. "Bigtechs and financial services: some challenges, benefits and regulatory responses," Economic Bulletin, Banco de España, issue 4/2021.
  91. repec:zbw:bofitp:2019_016 is not listed on IDEAS
  92. Albertazzi, Ugo & Barbiero, Francesca & Marqués-Ibáñez, David & Popov, Alexander & Rodriguez d’Acri, Costanza & Vlassopoulos, Thomas, 2020. "Monetary policy and bank stability: the analytical toolbox reviewed," Working Paper Series 2377, European Central Bank.
  93. Hodula, Martin, 2022. "Does Fintech credit substitute for traditional credit? Evidence from 78 countries," Finance Research Letters, Elsevier, vol. 46(PB).
  94. Khan, Muhammad Zubair & Khan, Zafir Ullah & Hameed, Affan & Zada, Shehnaz Sahib, 2021. "On the upside or flipside: Where is venture capital positioned in the era of digital disruptions?," Technology in Society, Elsevier, vol. 65(C).
  95. Ozili, Peterson K, 2021. "Bank non-performing loans in the Fintech era," MPRA Paper 113467, University Library of Munich, Germany.
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