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FinTech Lending under Austerity

Author

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  • Divakaruni, Anantha
  • Alperovych, Yan
  • Le Grand, François

Abstract

We document public welfare spending as an important growth driver of FinTech lending. Examining the massive austerity-led cuts to local welfare spending initiated by the UK government in 2010, we show that the gradual uneven rollback of the local welfare state since then is strongly associated with a rise in demand for peer-to-peer (P2P) consumer loans among affected areas, primarily in areas facing more banking and digital exclusion. P2P loans issued in austerity-affected areas are more expensive compared to those issued in unaffected areas, consistent with the P2P platform’s risk pricing sensitivity to higher default rates in affected areas. Overall, our findings show that P2P lending, as an alternative means to household finance, can help smooth cuts in welfare transfers particularly among households in economically deprived areas.

Suggested Citation

  • Divakaruni, Anantha & Alperovych, Yan & Le Grand, François, 2022. "FinTech Lending under Austerity," OSF Preprints m4tps, Center for Open Science.
    • Handle: RePEc:osf:osfxxx:m4tps
    DOI: 10.31219/osf.io/m4tps
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    1. Thiemo Fetzer, 2019. "Did Austerity Cause Brexit?," American Economic Review, American Economic Association, vol. 109(11), pages 3849-3886, November.
    2. Sueyoshi, Glenn T, 1995. "A Class of Binary Response Models for Grouped Duration Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 411-431, Oct.-Dec..
    3. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    4. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    5. Le Grand, François & Ragot, Xavier, 2021. "Sovereign default and liquidity: The case for a world safe asset," Journal of International Economics, Elsevier, vol. 131(C).
    6. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    7. Thakor, Anjan, 2020. "Corrigendum to: Fintech and Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    8. Sascha O Becker & Thiemo Fetzer & Dennis Novy, 2017. "Who voted for Brexit? A comprehensive district-level analysis," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 32(92), pages 601-650.
    9. 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.
    10. Will Dobbie & Andres Liberman & Daniel Paravisini & Vikram Pathania, 2021. "Measuring Bias in Consumer Lending [Loan Prospecting and the Loss of Soft Information]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(6), pages 2799-2832.
    11. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 767-779, April.
    12. Kerr, William R. & Nanda, Ramana, 2009. "Democratizing entry: Banking deregulations, financing constraints, and entrepreneurship," Journal of Financial Economics, Elsevier, vol. 94(1), pages 124-149, October.
    13. Blumenstock, Joshua E. & Eagle, Nathan & Fafchamps, Marcel, 2016. "Airtime transfers and mobile communications: Evidence in the aftermath of natural disasters," Journal of Development Economics, Elsevier, vol. 120(C), pages 157-181.
    14. Erel, Isil & Liebersohn, Jack, 2020. "Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program," Working Paper Series 2020-16, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    15. Matias D. Cattaneo & Nicolas Idrobo & Rocio Titiunik, 2019. "A Practical Introduction to Regression Discontinuity Designs: Foundations," Papers 1911.09511, arXiv.org.
    16. Isil Erel & Jack Liebersohn, 2020. "Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program," NBER Working Papers 27659, National Bureau of Economic Research, Inc.
    17. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Roc ́ıo Titiunik, 2017. "rdrobust: Software for regression-discontinuity designs," Stata Journal, StataCorp LP, vol. 17(2), pages 372-404, June.
    18. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    19. David Innes & Gemma Tetlow, 2015. "Delivering Fiscal Squeeze by Cutting Local Government Spending," Fiscal Studies, Institute for Fiscal Studies, vol. 36, pages 303-325, September.
    20. Manasa Gopal & Philipp Schnabl, 2022. "The Rise of Finance Companies and FinTech Lenders in Small Business Lending," The Review of Financial Studies, Society for Financial Studies, vol. 35(11), pages 4859-4901.
    21. Blyth, Mark, 2013. "Austerity: The History of a Dangerous Idea," OUP Catalogue, Oxford University Press, number 9780199828302.
    22. 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.
    23. Ross Mackay & Jonathan Williams, 2005. "Thinking about need: Public spending on the regions," Regional Studies, Taylor & Francis Journals, vol. 39(6), pages 815-828.
    24. Claire Célerier & Adrien Matray, 2019. "Bank-Branch Supply, Financial Inclusion, and Wealth Accumulation," The Review of Financial Studies, Society for Financial Studies, vol. 32(12), pages 4767-4809.
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