Fintech, Regulatory Arbitrage, and the Rise of Shadow Banks
We study the rise of fintech and non-fintech shadow banks in the residential lending market. The market share of shadow banks in the mortgage market has nearly tripled from 2007-2015. Shadow banks gained a larger market share among less creditworthy borrowers, with a tilt towards refinancing mortgages. Shadow banks were significantly more likely to enter markets where traditional banks faced more regulatory constraints. This suggests that traditional banks retreated from markets with a larger regulatory burden, and that shadow banks filled this gap. Fintech firms accounted for almost a third of shadow bank loan originations by 2015. To isolate the role of technology in the decline of traditional banking, we focus on technology differences between shadow banks, holding the regulatory differences between different lenders fixed. Analyzing fintech firms’ entry and pricing decisions, we find some evidence that fintech lenders possess technological advantages in determining corresponding interest rates. More importantly, the online origination technology appears to allow fintech lenders to originate loans with greater convenience for their borrowers. Among the borrowers most likely to value convenience, fintech lenders command an interest rate premium for their services. We use a simple model to decompose the relative contribution of technology and regulation to the rise of shadow banks. This simple quantitative assessment indicates that increasing regulatory burden faced by traditional banks and financial technology can account, respectively, for about 55% and 35% of the recent shadow bank growth.
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|Date of creation:||Mar 2017|
|Note:||CF LE ME|
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- Rajan, Uday & Seru, Amit & Vig, Vikrant, 2015.
"The failure of models that predict failure: Distance, incentives, and defaults,"
Journal of Financial Economics,
Elsevier, vol. 115(2), pages 237-260.
- Seru, Amit & Rajan, Uday & Vig, Vikrant, 2015. "The Failure of Models That Predict Failure: Distance, Incentives, and Defaults," Research Papers 3464, Stanford University, Graduate School of Business.
- Thomas Philippon, 2015. "Has the US Finance Industry Become Less Efficient? On the Theory and Measurement of Financial Intermediation," American Economic Review, American Economic Association, vol. 105(4), pages 1408-1438, April.
- Thomas Philippon, 2012. "Has the U.S. Finance Industry Become Less Efficient? On the Theory and Measurement of Financial Intermediation," NBER Working Papers 18077, National Bureau of Economic Research, Inc.
- Philippon, Thomas, 2014. "Has the U.S. Finance Industry Become Less Efficient? On the Theory and Measurement of Financial Intermediation," CEPR Discussion Papers 9792, C.E.P.R. Discussion Papers.
- Erik Hurst & Benjamin J. Keys & Amit Seru & Joseph Vavra, 2016. "Regional Redistribution through the US Mortgage Market," American Economic Review, American Economic Association, vol. 106(10), pages 2982-3028, October.
- Hurst, Erik & Keys, Benjamin J. & Seru, Amit & Vavra, Joseph, 2015. "Regional Redistribution through the U.S. Mortgage Market," Research Papers 3458, Stanford University, Graduate School of Business.
- Erik Hurst & Benjamin J. Keys & Amit Seru & Joseph S. Vavra, 2015. "Regional Redistribution Through the U.S. Mortgage Market," NBER Working Papers 21007, National Bureau of Economic Research, Inc.
- Andrew Haughwout & Ebiere Okah & Joseph Tracy, 2016. "Second Chances: Subprime Mortgage Modification and Redefault," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(4), pages 771-793, 06.
- Andrew F. Haughwout & Ebiere Okah & Joseph Tracy, 2009. "Second chances: subprime mortgage modification and re-default," Staff Reports 417, Federal Reserve Bank of New York.
- Fuster, Andreas & Lo, Stephanie & Willen, Paul S., 2017. "The time-varying price of financial intermediation in the mortgage market," Staff Reports 805, Federal Reserve Bank of New York.
- Fuster, Andreas & Lo, Stephanie & Willen, Paul S., 2017. "The time-varying price of financial intermediation in the mortgage market," Working Papers 16-28, Federal Reserve Bank of Boston.
- Bord, Vitaly M. & Santos, João A. C., 2012. "The rise of the originate-to-distribute model and the role of banks in financial intermediation," Economic Policy Review, Federal Reserve Bank of New York, issue Jul, pages 21-34.
- Tomasz Piskorski & Amit Seru & James Witkin, 2015. "Asset Quality Misrepresentation by Financial Intermediaries: Evidence from the RMBS Market," Journal of Finance, American Finance Association, vol. 70(6), pages 2635-2678, December.
- Neil Bhutta, 2012. "GSE Activity and Mortgage Supply in Lower-Income and Minority Neighborhoods: The Effect of the Affordable Housing Goals," The Journal of Real Estate Finance and Economics, Springer, vol. 45(1), pages 238-261, June.
- Sumit Agarwal & David Lucca & Amit Seru & Francesco Trebbi, 2014. "Inconsistent Regulators: Evidence from Banking," The Quarterly Journal of Economics, Oxford University Press, vol. 129(2), pages 889-938.
- Sumit Agarwal & David Lucca & Amit Seru & Francesco Trebbi, 2012. "Inconsistent Regulators: Evidence From Banking," NBER Working Papers 17736, National Bureau of Economic Research, Inc.
- Christopher Mayer & Edward Morrison & Tomasz Piskorski & Arpit Gupta, 2014. "Mortgage Modification and Strategic Behavior: Evidence from a Legal Settlement with Countrywide," American Economic Review, American Economic Association, vol. 104(9), pages 2830-2857, September.
- Christopher J. Mayer & Edward Morrison & Tomasz Piskorski & Arpit Gupta, 2011. "Mortgage Modification and Strategic Behavior: Evidence from a Legal Settlement with Countrywide," NBER Working Papers 17065, National Bureau of Economic Research, Inc.
- Piskorski, Tomasz & Seru, Amit & Vig, Vikrant, 2010. "Securitization and distressed loan renegotiation: Evidence from the subprime mortgage crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 369-397, September.
- Vikrant Vig & Amit Seru & Tomasz Piskorski, 2009. "Securitization and Distressed Loan Renegotiation: Evidence from the Subprime Mortgage Crisis," 2009 Meeting Papers 1169, Society for Economic Dynamics.
- Berndt, Antje & Gupta, Anurag, 2009. "Moral hazard and adverse selection in the originate-to-distribute model of bank credit," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 725-743, July.
- Robin Greenwood & David Scharfstein, 2013. "The Growth of Finance," Journal of Economic Perspectives, American Economic Association, vol. 27(2), pages 3-28, Spring.
- Amiyatosh Purnanandam, 2011. "Originate-to-distribute Model and the Subprime Mortgage Crisis," Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1881-1915.
- Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, Oxford University Press, vol. 125(1), pages 307-362.
- Viral V. Acharya & Matthew Richardson & Stijn Van Nieuwerburgh & Lawrence J. White, 2011. "Guaranteed to Fail: Fannie Mae, Freddie Mac, and the Debacle of Mortgage Finance," Economics Books, Princeton University Press, edition 1, number 9400.
- Sumit Agarwal & Gene Amromin & Souphala Chomsisengphet & Tomasz Piskorski & Amit Seru & Vincent Yao, 2015. "Mortgage Refinancing, Consumer Spending, and Competition: Evidence from the Home Affordable Refinancing Program," NBER Working Papers 21512, National Bureau of Economic Research, Inc. Full references (including those not matched with items on IDEAS)
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