Digitalization, financial inclusion, and small and medium-sized enterprise financing: Evidence from China
Author
Abstract
Suggested Citation
DOI: 10.1016/j.econmod.2023.106410
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Hart, Oliver & Moore, John, 1990.
"Property Rights and the Nature of the Firm,"
Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1119-1158, December.
- Oliver Hart & John Moore, 1988. "Property Rights and the Nature of the Firm," Working papers 495, Massachusetts Institute of Technology (MIT), Department of Economics.
- Hart, Oliver D. & Moore, John, 1990. "Property Rights and the Nature of the Firm," Scholarly Articles 3448675, Harvard University Department of Economics.
- Thomas Hildebrand & Manju Puri & Jörg Rocholl, 2017. "Adverse Incentives in Crowdfunding," Management Science, INFORMS, vol. 63(3), pages 587-608, March.
- Fama, Eugene F & Jensen, Michael C, 1983. "Agency Problems and Residual Claims," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 327-349, June.
- Rajkamal Iyer & Asim Ijaz Khwaja & Erzo F. P. Luttmer & Kelly Shue, 2016.
"Screening Peers Softly: Inferring the Quality of Small Borrowers,"
Management Science, INFORMS, vol. 62(6), pages 1554-1577, June.
- Rajkamal Iyer & Asim Ijaz Khwaja & Erzo F.P. Luttmer & Kelly Shue, 2009. "Screening Peers Softly: Inferring the Quality of Small Borrowers," NBER Working Papers 15242, National Bureau of Economic Research, Inc.
- Asim Khwaja & Rajkamal Iyer & Erzo Luttmer & Kelly Shue, 2013. "Screening Peers Softly: Inferring the Quality of Small Borrowers," CID Working Papers 259, Center for International Development at Harvard University.
- Iyer, Rajkamal & Khwaja, Asim Ijaz & Luttmer, Erzo F. P. & Shue, Kelly, 2013. "Screening Peers Softly: Inferring the Quality of Small Borrowers," Working Paper Series rwp13-017, Harvard University, John F. Kennedy School of Government.
- Cheng, Chih-Yang & Chien, Mei-Se & Lee, Chien-Chiang, 2021. "ICT diffusion, financial development, and economic growth: An international cross-country analysis," Economic Modelling, Elsevier, vol. 94(C), pages 662-671.
- Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016.
"The foundations of financial inclusion: Understanding ownership and use of formal accounts,"
Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
- Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Peria, Maria Soledad Martinez, 2012. "The foundations of financial inclusion : understanding ownership and use of formal accounts," Policy Research Working Paper Series 6290, The World Bank.
- Thomas Philippon, 2016.
"The FinTech Opportunity,"
NBER Working Papers
22476, National Bureau of Economic Research, Inc.
- Thomas Philippon, 2017. "The FinTech Opportunity," BIS Working Papers 655, Bank for International Settlements.
- Philippon, Thomas, 2016. "The FinTech Opportunity," CEPR Discussion Papers 11409, C.E.P.R. Discussion Papers.
- Arnoud W. A. Boot & Anjan V. Thakor, 2000.
"Can Relationship Banking Survive Competition?,"
Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
- Boot, Arnoud W A & Thakor, Anjan, 1997. "Can Relationship Banking Survive Competition?," CEPR Discussion Papers 1592, C.E.P.R. Discussion Papers.
- Jagtiani, Julapa & Lemieux, Catharine, 2018.
"Do fintech lenders penetrate areas that are underserved by traditional banks?,"
Journal of Economics and Business, Elsevier, vol. 100(C), pages 43-54.
- Julapa Jagtiani & Catharine Lemieux, 2018. "Do Fintech Lenders Penetrate Areas That Are Underserved by Traditional Banks?," Working Papers 18-13, Federal Reserve Bank of Philadelphia.
- Zhou, Xianbo & Sun, Yucheng & Tao, Ying, 2023. "Does Digital Finance Upgrade Trickle-down consumption effect in China?," Economic Modelling, Elsevier, vol. 118(C).
- Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018.
"Fintech, regulatory arbitrage, and the rise of shadow banks,"
Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
- Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2017. "Fintech, Regulatory Arbitrage, and the Rise of Shadow Banks," Research Papers 3511, Stanford University, Graduate School of Business.
- Greg Buchak & Gregor Matvos & Tomasz Piskorski & Amit Seru, 2017. "Fintech, Regulatory Arbitrage, and the Rise of Shadow Banks," NBER Working Papers 23288, National Bureau of Economic Research, Inc.
- Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
- Grossman, Sanford J & Hart, Oliver D, 1986.
"The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration,"
Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 691-719, August.
- Oliver Hart & Sanford Grossman, 1985. "The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration," Working papers 372, Massachusetts Institute of Technology (MIT), Department of Economics.
- Grossman, Sanford J & Hart, Oliver, 1985. "The Cost and Benefits of Ownership: A Theory of Vertical and Lateral Integration," CEPR Discussion Papers 70, C.E.P.R. Discussion Papers.
- Grossman, Sanford J. & Hart, Oliver D., 1986. "The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration," Scholarly Articles 3450060, Harvard University Department of Economics.
- Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
- David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
- Joesph E. Stiglitz, 1975. "Incentives, Risk, and Information: Notes Towards a Theory of Hierarchy," Bell Journal of Economics, The RAND Corporation, vol. 6(2), pages 552-579, Autumn.
- repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
- Zhiqiang Lu & Junjie Wu & Hongyu Li & Duc Khuong Nguyen, 2022.
"Local Bank, Digital Financial Inclusion and SME Financing Constraints: Empirical Evidence from China,"
Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(6), pages 1712-1725, May.
- Zhiqiang Lu & Junjie Wu & Hongyu Li & Duc Khuong Nguyen, 2021. "Local Bank, Digital Financial Inclusion and SME Financing Constraints: Empirical Evidence from China," Working Papers 2021-008, Department of Research, Ipag Business School.
- 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.
- Franklin Allen & Julapa Jagtiani, 2020. "A Survey of Fintech Research and Policy Discussion," Working Papers 20-21, Federal Reserve Bank of Philadelphia.
- Igor Livshits & James C. Mac Gee & Michèle Tertilt, 2016.
"The Democratization of Credit and the Rise in Consumer Bankruptcies,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(4), pages 1673-1710.
- Livshits, Igor & MacGee, James & Tertilt, Michèle, 2014. "The democratization of credit and the rise in consumer bankruptcies," Working Papers 14-07, University of Mannheim, Department of Economics.
- Marc Rysman & Marianne Crowe & Joanna Stavins, 2010.
"Mobile Payments in the United States at Retail Point of Sale: Current Market and Future Prospects,"
Boston University - Department of Economics - Working Papers Series
WP2010-055, Boston University - Department of Economics.
- Marianne Crowe & Marc Rysman & Joanna Stavins, 2010. "Mobile payments in the United States at retail point of sale: current market and future prospects," Public Policy Discussion Paper 10-2, Federal Reserve Bank of Boston.
- He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
- Sutherland, Andrew, 2018.
"Does credit reporting lead to a decline in relationship lending? Evidence from information sharing technology,"
Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 123-141.
- Sutherland, Andrew, 2018. "Does Credit Reporting Lead to a Decline in Relationship Lending? Evidence from Information Sharing Technology," MPRA Paper 93670, University Library of Munich, Germany.
- Hossain, Monzur & Yoshino, Naoyuki & Taghizadeh-Hesary, Farhad, 2021. "Optimal branching strategy, local financial development, and SMEs’ performance," Economic Modelling, Elsevier, vol. 96(C), pages 421-432.
- Thomas H. Allison & Blakley C. Davis & Jeremy C. Short & Justin W. Webb, 2015. "Crowdfunding in a Prosocial Microlending Environment: Examining the Role of Intrinsic versus Extrinsic Cues," Entrepreneurship Theory and Practice, , vol. 39(1), pages 53-73, January.
- Andreas Fuster & Paul Goldsmith‐Pinkham & Tarun Ramadorai & Ansgar Walther, 2022.
"Predictably Unequal? The Effects of Machine Learning on Credit Markets,"
Journal of Finance, American Finance Association, vol. 77(1), pages 5-47, February.
- Goldsmith-Pinkham, Paul & Walther, Ansgar, 2017. "Predictably Unequal? The Effects of Machine Learning on Credit Markets," CEPR Discussion Papers 12448, C.E.P.R. Discussion Papers.
- Ahamed, M. Mostak & Ho, Shirley J. & Mallick, Sushanta K. & Matousek, Roman, 2021. "Inclusive banking, financial regulation and bank performance: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 124(C).
- Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
- Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
- Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
- John Sedunov, 2017. "Does Bank Technology Affect Small Business Lending Decisions?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 40(1), pages 5-32, March.
- Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008.
"Financing patterns around the world: Are small firms different?,"
Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
- Beck, T.H.L. & Demirgüc-Kunt, A. & Maksimovic, V., 2008. "Financing patterns around the world : Are small firms different?," Other publications TiSEM 7078f1cc-51a6-4556-b193-d, Tilburg University, School of Economics and Management.
- Ahmad, Ahmad Hassan & Green, Christopher J. & Jiang, Fei & Murinde, Victor, 2023. "Mobile money, ICT, financial inclusion and growth: How different is Africa?," Economic Modelling, Elsevier, vol. 121(C).
- Julapa Jagtiani & Catharine Lemieux, 2019.
"The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform,"
Financial Management, Financial Management Association International, vol. 48(4), pages 1009-1029, December.
- Julapa Jagtiani & Catharine Lemieux, 2018. "The Roles of Alternative Data and Machine Learning in Fintech Lending: Evidence from the LendingClub Consumer Platform," Working Papers 18-15, Federal Reserve Bank of Philadelphia.
- Huan Tang, 2019. "Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1900-1938.
- Boris Vallée & Yao Zeng, 2019. "Marketplace Lending: A New Banking Paradigm?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1939-1982.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Feng, Wei & Yuan, Hang & Shao, Xin, 2024. "Does China Have an “Innovation Paradox”? Evidence from Chinese Colleges and Universities," Economic Modelling, Elsevier, vol. 134(C).
- Zijing Hu & Bowen Li & Guanyu Guo & Yuan Tian & Yue Zhang & Chengming Li, 2024. "Unlocking the Power of Economic Agglomeration: How Digital Finance Enhances Urban Land Use Efficiency Through Innovation Ability and Rationalization of Industrial Structure in China," Land, MDPI, vol. 13(11), pages 1-26, October.
- Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
- Lu, Yao & Li, Lu & Zhan, Huanqi & Zhan, Minghua, 2024. "Fintech, information heterogeneity, and the regional distribution effects of corporate financing constraints," Economic Modelling, Elsevier, vol. 137(C).
- Bai, Hengrui & Wu, Yiming & Wang, Ruiqian, 2023. "Does digital financial inclusion lead to regional differences in trade credit financing?: A quasi-natural experiment," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1475-1489.
- Bai, Hengrui & Huang, Lingyu & Wang, Ziqi, 2024. "Supply chain financing, digital financial inclusion and enterprise innovation: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
- Rosmah Nizam & Siti Fahazarina Hazudin & Malik Cahyadin & Zulkefly Abdul Karim & Rozita Uji Mohammed, 2024. "Construction of Financial Inclusion Index for Micro, Small, and Medium-Sized Enterprises (MSMEs) in Malaysia," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(10), pages 2260-2272, October.
- Xuemei Shao & Munir Ahmad & Fahad Javed, 2024. "Firm-Level Digitalization for Sustainability Performance: Evidence from Ningbo City of China," Sustainability, MDPI, vol. 16(20), pages 1-35, October.
- Chen, Chuanglian & Wang, Shudan & Yao, Shujie & Lin, Yuting, 2023. "Does digital transformation increase the labor income share? From a perspective of resources reallocation," Economic Modelling, Elsevier, vol. 128(C).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
- 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).
- Kowalewski & Pawel Pisany, 2021. "Banks’ consumer lending reaction to fintech and bigtech credit emergence in the context of soft versus hard credit information processing," Working Papers 2021-ACF-07, IESEG School of Management.
- Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
- Huang, Shuo, 2022. "Does FinTech improve the investment efficiency of enterprises? Evidence from China’s small and medium-sized enterprises," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 571-586.
- Tobias Berg & Andreas Fuster & Manju Puri, 2022.
"FinTech Lending,"
Annual Review of Financial Economics, Annual Reviews, vol. 14(1), pages 187-207, November.
- Tobias Berg & Andreas Fuster & Manju Puri, 2021. "FinTech Lending," Swiss Finance Institute Research Paper Series 21-72, Swiss Finance Institute.
- Berg, Tobias & Puri, Manju, 2021. "FinTech Lending," CEPR Discussion Papers 16668, C.E.P.R. Discussion Papers.
- Tobias Berg & Andreas Fuster & Manju Puri, 2021. "FinTech Lending," NBER Working Papers 29421, National Bureau of Economic Research, Inc.
- 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).
- Li, Xiaofan & Ye, Yongwei & Liu, Zhaoda & Tao, Yunqing & Jiang, Jingjing, 2024. "FinTech and SME’ performance: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 670-682.
- 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.
- Christophe Croux & Julapa Jagtiani & Tarunsai Korivi & Milos Vulanovic, 2020. "Important Factors Determining Fintech Loan Default: Evidence from the LendingClub Consumer Platform," Working Papers 20-15, Federal Reserve Bank of Philadelphia.
- Danisewicz, Piotr & Elard, Ilaf, 2023. "The real effects of financial technology: Marketplace lending and personal bankruptcy," Journal of Banking & Finance, Elsevier, vol. 155(C).
- Sutherland, Andrew G., 2020. "Technology is changing lending: Implications for research," Journal of Accounting and Economics, Elsevier, vol. 70(2).
- Guo, Junyan & Fang, Hanqing & Liu, Xuexin & Wang, Cizhi & Wang, Yuan, 2023. "FinTech and financing constraints of enterprises: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
- Reto Wernli & Andreas Dietrich, 2022. "Only the brave: improving self-rationing efficiency among discouraged Swiss SMEs," Small Business Economics, Springer, vol. 59(3), pages 977-1003, October.
- An, Suwei, 2023. "Essays on incentive contracts, M&As, and firm risk," Other publications TiSEM dd97d2f5-1c9d-47c5-ba62-f, Tilburg University, School of Economics and Management.
- 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).
- 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).
- Cornelli, Giulio & Frost, Jon & Gambacorta, Leonardo & Jagtiani, Julapa, 2024.
"The impact of fintech lending on credit access for U.S. small businesses,"
Journal of Financial Stability, Elsevier, vol. 73(C).
- 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.
- Giulio Cornelli & Jon Frost & Leonardo Gambacorta & Julapa Jagtiani, 2022. "The impact of fintech lending on credit access for U.S. small businesses," BIS Working Papers 1041, Bank for International Settlements.
- Cornelli, Giulio & Frost, Jon & Gambacorta, Leonardo & Jagtiani, Julapa, 2022. "The Impact of Fintech Lending on Credit Access for U.S. Small Businesses," CEPR Discussion Papers 17705, C.E.P.R. Discussion Papers.
- Saklain, Md Sohel, 2024. "FinTech, systemic risk and bank market power – Australian perspective," International Review of Financial Analysis, Elsevier, vol. 95(PA).
- D Dulani Jayasuriya & Mohamed Ayaz & Michael Williams, 2023. "The use of digital footprints in the US mortgage market," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(1), pages 353-401, March.
- Lei Xu & Qian Liu & Bin Li & Chen Ma, 2022. "Fintech business and firm access to bank loans," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(4), pages 4381-4421, December.
- 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.
More about this item
Keywords
Digital financial inclusion; Financing constraint; Small and medium-sized enterprise (SME); Quasi-natural experiment;All these keywords.
JEL classification:
- C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
- G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecmode:v:126:y:2023:i:c:s0264999323002225. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.