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- All HBS Web
(501)
- News (150)
- Research (298)
- Events (1)
- Multimedia (9)
- Faculty Publications (111)
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- 2025
- Working Paper
Data-driven Technologies and Local Information Advantages in Small Business Lending
By: Wilbur Chen, Jung Koo Kang and Aditya Mohan
We investigate whether banks' adoption of data-driven technologies influences competitive dynamics in local small business lending by diminishing the information advantages traditionally held by local banks. Using local newspaper closures as an adverse shock to the... View Details
Keywords: Data-driven Technologies; Local Information Advantages; Local Banks; Relationship Lending; Small Business Loans; Small Business; Local Range; Financing and Loans; Banks and Banking; Analytics and Data Science; Banking Industry
Chen, Wilbur, Jung Koo Kang, and Aditya Mohan. "Data-driven Technologies and Local Information Advantages in Small Business Lending." Harvard Business School Working Paper, No. 25-057, May 2025.
- 2021
- Working Paper
Nonbank Lending and Credit Cyclicality
By: Quirin Fleckenstein, Manasa Gopal, German Gutierrez and Sebastian Hillenbrand
We document three facts about nonbank lending in the syndicated loan market. First, nonbank lending is more than twice as cyclical as bank lending. Second, declines in nonbank lending explain most of the declines in syndicated lending during the Great Recession and... View Details
Keywords: Nonbank Lending; Credit Cycles; CLO; Mutual Funds; Leveraged Lending; COVID-19; Great Migration; Non-bank Financial Institutions; Financing and Loans; Business Cycles
Fleckenstein, Quirin, Manasa Gopal, German Gutierrez, and Sebastian Hillenbrand. "Nonbank Lending and Credit Cyclicality." Working Paper, June 2021.
- February 2021
- Case
China Rapid Finance: The Collapse of China’s P2P Lending Industry
By: William C. Kirby, Bonnie Yining Cao and John P. McHugh
China’s peer-to-peer (P2P) lending industry had over 3,000 platforms at its height in 2015. China Risk Finance (CRF) was one of the country’s P2P success stories. With over 1 million borrowers using CRF’s platform, it raised $60 million in its 2016 IPO on the New York... View Details
Keywords: Financial Services; P2P Lending; Government And Business; Regulation; Finance; Governing Rules, Regulations, and Reforms; Strategy; Financial Services Industry; China
Kirby, William C., Bonnie Yining Cao, and John P. McHugh. "China Rapid Finance: The Collapse of China’s P2P Lending Industry." Harvard Business School Case 321-124, February 2021.
- Forthcoming
- Article
FinTech Lending and Cashless Payments
By: Pulak Ghosh, Boris Vallée and Yao Zeng
Borrower's use of cashless payments both improves their access to capital from FinTech lenders and predicts a lower probability of default. These relationships are stronger for cashless technologies providing more precise information, and for outflows. Cashless payment... View Details
- February 2010 (Revised December 2010)
- Case
Lending Club
By: Peter Tufano
A new entrant in the nascent online peer lending space, Lending Club must decide whether or not to register with the SEC. Lending Club provided a platform through which individual borrowers could receive loans funded by individuals who chose to invest in them. The... View Details
Keywords: Financial Instruments; Price; Personal Finance; Financing and Loans; Financial Services Industry
Tufano, Peter, Howell Jackson, and Andrea Ryan. "Lending Club." Harvard Business School Case 210-052, February 2010. (Revised December 2010.)
- 20 Mar 2020
- News
Square, Intuit Want Fintech Lending in Small Business Bailout
- 2019
- Book
Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity
By: Karen G. Mills
Fintech, Small Business & the American Dream describes the needs of small businesses for capital and demonstrates how technology—novel data sources, artificial intelligence, machine learning—will transform the small business lending market. This market has been... View Details
Keywords: Fintech; Big Data; Data; Technology; Artificial Intelligence; Great Recession; Regulation; Innovation; Banks; Lending; Loans; Access To Capital; American Dream; Community Banking; Small Business Administration; Entrepreneur; Government; Public Policy; API; Policy Making; Small Business; Financing and Loans; Technological Innovation; Financial Crisis; Banks and Banking; Governing Rules, Regulations, and Reforms; Policy; AI and Machine Learning; Analytics and Data Science; United States
Mills, Karen G. Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity. Palgrave Macmillan, 2019.
- 28 Apr 2015
- News
Why online lending will take off with small business owners
- 24 Jun 2008
- Working Paper Summaries
Bank Structure and the Terms of Lending to Small Businesses
- November 2021
- Article
Borrower Leakage from Costly Screening: Evidence from SME Lending in Peru
By: Irani Arraiz, Miriam Bruhn, Benjamin N. Roth, Claudia Ruiz-Ortega and Rodolfo Stucchi
We provide evidence that commercial lenders in Peru suffer leakages in their loan approval process. Leveraging a discontinuity in the loan approval process of a large bank, we find that receiving a loan approval from the bank causes loan applicants to receive offers... View Details
Keywords: Information Spillovers; SME Lending; Financial Inclusion; Banks and Banking; Financing and Loans; Small Business; Information; Peru
Arraiz, Irani, Miriam Bruhn, Benjamin N. Roth, Claudia Ruiz-Ortega, and Rodolfo Stucchi. "Borrower Leakage from Costly Screening: Evidence from SME Lending in Peru." Journal of Development Economics 153 (November 2021).
- February 2010
- Supplement
Lending Club case exhibits (CW)
By: Peter Tufano
A new entrant in the nascent online peer lending space, Lending Club must decide whether or not to register with the SEC. Lending Club provided a platform through which individual borrowers could receive loans funded by individuals who chose to invest in them. The... View Details
- 23 Nov 2018
- News
Fintech has changed the game in small business lending
- 16 Sep 2014
- News
Use Data to Fix the Small Business Lending Gap
- 01 Jun 2015
- News
Business Lending Is Up, But Probably Not for You
- 12 PM – 1 PM EDT, 17 May 2017
- Webinars: Trending@HBS
Fintech and Washington: Defining the Future of Small Business Lending
Small businesses have often faced gaps in access to credit. An explosion of new online lenders are providing small dollar loans to businesses within days, with easy online applications and innovative credit algorithms. Is this a good development for Americas small... View Details
- 04 Aug 2014
- Op-Ed
Why Small-Business Lending Is Not Recovering
Structural barriers also appear to be impeding bank lending to small businesses, including consolidation within the banking industry, high search costs, and higher transaction costs associated with small View Details
- 19 Aug 2016
- News
Lending a Hand to Small Businesses in Emerging Markets
inclined to make the type of small business loans—just $5,000 for working capital or $20,000 for machinery—that can help grow developing economies. In its first six years, Entrepreneurial Finance Lab administered 500,000 tests, which... View Details
- 31 Oct 2017
- News