IDEAS home Printed from https://ideas.repec.org/a/eee/ememar/v58y2024ics1566014123000894.html
   My bibliography  Save this article

Liquidity risk in FinTech lending: Early impact of the COVID-19 pandemic on the P2P lending market

Author

Listed:
  • Nigmonov, Asror
  • Shams, Syed
  • Alam, Khorshed

Abstract

This study empirically investigates the impact of the COVID-19 pandemic on the liquidity risk incurred by the peer-to-peer (P2P) lending market. As the pandemic adversely affects financial markets globally, a better understanding of the dynamics of successful P2P lending is necessary under the conditions of financial distress. By using the cross-country database of secondary market listing outcomes at Bondora (Estonia) and employing probit, ordered probit and tobit regression methods, we provide evidence of the pandemic-induced exposure to liquidity risk in the P2P lending market. Despite increased volatility in the financial markets, results show that COVID-19 risk increases the probability of successful listing during the pandemic. However, this outcome comes at significant liquidation costs for investors in the form of higher premiums. Further analysis based on listing outcomes and loan characteristics shows a negative association between COVID-19 risk and share of overdue loans and average overdue days in secondary market listings. Simultaneously, more experienced investors dominate the market as COVID-19 risk increases, a trend that is reflected in shorter listing times. The findings of this study imply certain early tendencies in financial markets during pandemic-induced turmoil and open new avenues for further research.

Suggested Citation

  • Nigmonov, Asror & Shams, Syed & Alam, Khorshed, 2024. "Liquidity risk in FinTech lending: Early impact of the COVID-19 pandemic on the P2P lending market," Emerging Markets Review, Elsevier, vol. 58(C).
  • Handle: RePEc:eee:ememar:v:58:y:2024:i:c:s1566014123000894
    DOI: 10.1016/j.ememar.2023.101084
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1566014123000894
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ememar.2023.101084?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Grey Gordon & John Bailey Jones & Jessica Sackett Romero, 2020. "Loan-Delinquency Projections for COVID-19," Richmond Fed Economic Brief, Federal Reserve Bank of Richmond, issue 20-05, pages 1-4, April.
    2. Galema, Rients, 2020. "Credit rationing in P2P lending to SMEs: Do lender-borrower relationships matter?," Journal of Corporate Finance, Elsevier, vol. 65(C).
    3. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
    4. Thomas Hale & Noam Angrist & Rafael Goldszmidt & Beatriz Kira & Anna Petherick & Toby Phillips & Samuel Webster & Emily Cameron-Blake & Laura Hallas & Saptarshi Majumdar & Helen Tatlow, 2021. "A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker)," Nature Human Behaviour, Nature, vol. 5(4), pages 529-538, April.
    5. Andriy Shkilko & Konstantin Sokolov, 2020. "Every Cloud Has a Silver Lining: Fast Trading, Microwave Connectivity, and Trading Costs," Journal of Finance, American Finance Association, vol. 75(6), pages 2899-2927, December.
    6. Duan, Yang & Hsieh, Tien-Shih & Wang, Ray R. & Wang, Zhihong, 2020. "Entrepreneurs' facial trustworthiness, gender, and crowdfunding success," Journal of Corporate Finance, Elsevier, vol. 64(C).
    7. Natacha Valla & Beatrice Saes-Escorbiac & Muriel Tiesset, 2008. "Bank liquidity and financial stability," IFC Bulletins chapters, in: Bank for International Settlements (ed.),The IFC's contributi2827, volume 28, pages 40-47, Bank for International Settlements.
    8. Andrea Bellucci & Alexander Borisov & Alberto Zazzaro, 2011. "Do Male and Female Loan Officers Differ in Small Business Lending? A Review of the Literature," Contributions to Economics, in: Giorgio Calcagnini & Ilario Favaretto (ed.), The Economics of Small Businesses, chapter 0, pages 195-219, Springer.
    9. Fung, Derrick W.H. & Lee, Wing Yan & Yeh, Jason J.H. & Yuen, Fei Lung, 2020. "Friend or foe: The divergent effects of FinTech on financial stability," Emerging Markets Review, Elsevier, vol. 45(C).
    10. Nigmonov, Asror & Shams, Syed & Alam, Khorshed, 2022. "Macroeconomic determinants of loan defaults: Evidence from the U.S. peer-to-peer lending market," Research in International Business and Finance, Elsevier, vol. 59(C).
    11. Ahelegbey, Daniel Felix & Giudici, Paolo & Hadji-Misheva, Branka, 2019. "Latent factor models for credit scoring in P2P systems," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 522(C), pages 112-121.
    12. Alexandre Belloni & Victor Chernozhukov & Christian Hansen, 2014. "High-Dimensional Methods and Inference on Structural and Treatment Effects," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 29-50, Spring.
    13. Thakor, Anjan, 2020. "Corrigendum to: Fintech and Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    14. 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.
    15. Zaiyan Wei & Mingfeng Lin, 2017. "Market Mechanisms in Online Peer-to-Peer Lending," Management Science, INFORMS, vol. 63(12), pages 4236-4257, December.
    16. Ben-Rephael, Azi, 2017. "Flight-to-liquidity, market uncertainty, and the actions of mutual fund investors," Journal of Financial Intermediation, Elsevier, vol. 31(C), pages 30-44.
    17. David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 2003. "Discrimination in the Small-Business Credit Market," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 930-943, November.
    18. Raul Santaeulalia-Llopis, 2008. "Aggregate Effect of AIDS on Development," 2008 Meeting Papers 533, Society for Economic Dynamics.
    19. Skoufias, Emmanuel, 2003. "Economic Crises and Natural Disasters: Coping Strategies and Policy Implications," World Development, Elsevier, vol. 31(7), pages 1087-1102, July.
    20. Tensie Steijvers & Wim Voordeckers, 2009. "Collateral And Credit Rationing: A Review Of Recent Empirical Studies As A Guide For Future Research," Journal of Economic Surveys, Wiley Blackwell, vol. 23(5), pages 924-946, December.
    21. Menkhoff, Lukas & Neuberger, Doris & Rungruxsirivorn, Ornsiri, 2012. "Collateral and its substitutes in emerging markets’ lending," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 817-834.
    22. Okorie, David Iheke & Lin, Boqiang, 2021. "Stock markets and the COVID-19 fractal contagion effects," Finance Research Letters, Elsevier, vol. 38(C).
    23. Khrawish, Husni Ali & Siam, Walid Zakaria & Jaradat, Mohammad, 2010. "The relationships between stock market capitalization rate and interest rate: Evidence from Jordan," Business and Economic Horizons (BEH), Prague Development Center (PRADEC), vol. 2(2), pages 1-7, July.
    24. Jonathan Brogaard & Terrence Hendershott & Ryan Riordan, 2014. "High-Frequency Trading and Price Discovery," The Review of Financial Studies, Society for Financial Studies, vol. 27(8), pages 2267-2306.
    25. Mollick, Ethan, 2014. "The dynamics of crowdfunding: An exploratory study," Journal of Business Venturing, Elsevier, vol. 29(1), pages 1-16.
    26. Dinger, Valeriya, 2009. "Do foreign-owned banks affect banking system liquidity risk?," Journal of Comparative Economics, Elsevier, vol. 37(4), pages 647-657, December.
    27. Lagoarde-Segot, Thomas & Leoni, Patrick L., 2013. "Pandemics of the poor and banking stability," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4574-4583.
    28. Avdjiev, S. & Giudici, P. & Spelta, A., 2019. "Measuring contagion risk in international banking," Journal of Financial Stability, Elsevier, vol. 42(C), pages 36-51.
    29. Van de Ven, Wynand P. M. M. & Van Praag, Bernard M. S., 1981. "The demand for deductibles in private health insurance : A probit model with sample selection," Journal of Econometrics, Elsevier, vol. 17(2), pages 229-252, November.
    30. Dariusz Wójcik & Stefanos Ioannou, 2020. "COVID‐19 and Finance: Market Developments So Far and Potential Impacts on the Financial Sector and Centres," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 111(3), pages 387-400, July.
    31. Carlos Serrano-Cinca & Begoña Gutiérrez-Nieto & Luz López-Palacios, 2015. "Determinants of Default in P2P Lending," PLOS ONE, Public Library of Science, vol. 10(10), pages 1-22, October.
    32. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    33. Asror Nigmonov & Syed Shams, 2021. "COVID-19 pandemic risk and probability of loan default: evidence from marketplace lending market," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-28, December.
    34. Husni Ali Khrawish & Walid Zakaria Siam & Mohammad Jaradat, 2010. "The relationships between stock market capitalization rate and interest rate: Evidence from Jordan," Business and Economic Horizons (BEH), Prague Development Center, vol. 2(2), pages 60-66, July.
    35. Kobilov, Botir & Rouen, Ethan & Serafeim, George, 2021. "Predictable country-level bias in the reporting of COVID-19 deaths," Journal of Government and Economics, Elsevier, vol. 2(C).
    36. 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).
    37. repec:eme:mfppss:mf-09-2018-0423 is not listed on IDEAS
    38. Patrick L. Leoni, 2013. "Hiv/Aids And Banking Stability In Developing Countries," Bulletin of Economic Research, Wiley Blackwell, vol. 65(3), pages 225-237, July.
    39. Chebbi, Kaouther & Ammer, Mohammed Abdullah & Hameed, Affan, 2021. "The COVID-19 pandemic and stock liquidity: Evidence from S&P 500," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 134-142.
    40. Jianjun Li & Sara Hsu & Zhang Chen & Yang Chen, 2016. "Risks of P2P Lending Platforms in China: Modeling Failure Using a Cox Hazard Model," Chinese Economy, Taylor & Francis Journals, vol. 49(3), pages 161-172, May.
    41. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    Full references (including those not matched with items on IDEAS)

    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.
    1. Asror Nigmonov & Syed Shams, 2021. "COVID-19 pandemic risk and probability of loan default: evidence from marketplace lending market," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-28, December.
    2. 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.
    3. Galema, Rients, 2020. "Credit rationing in P2P lending to SMEs: Do lender-borrower relationships matter?," Journal of Corporate Finance, Elsevier, vol. 65(C).
    4. 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).
    5. Goodell, John W., 2020. "COVID-19 and finance: Agendas for future research," Finance Research Letters, Elsevier, vol. 35(C).
    6. Samuel Ribeiro-Navarrete & Juan Piñeiro-Chousa & M. Ángeles López-Cabarcos & Daniel Palacios-Marqués, 2022. "Crowdlending: mapping the core literature and research frontiers," Review of Managerial Science, Springer, vol. 16(8), pages 2381-2411, November.
    7. Štefan Lyócsa & Petra Vašaničová & Branka Hadji Misheva & Marko Dávid Vateha, 2022. "Default or profit scoring credit systems? Evidence from European and US peer-to-peer lending markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-21, December.
    8. Yaldız Hanedar, Elmas & Broccardo, Eleonora & Bazzana, Flavio, 2014. "Collateral requirements of SMEs: The evidence from less-developed countries," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 106-121.
    9. Ana Paula Matias Gama & Ricardo Emanuel Correia & Mário Augusto & Fábio Duarte, 2023. "Third-party signals in crowdfunded microfinance: which microfinance institutions boost crowdfunding among refugee entrepreneurs?," Small Business Economics, Springer, vol. 61(2), pages 559-586, August.
    10. Cole, Rebel, 2010. "Bank credit, trade credit or no credit: Evidence from the Surveys of Small Business Finances," MPRA Paper 24689, University Library of Munich, Germany, revised 15 Mar 2010.
    11. Kgoroeadira, Reabetswe & Burke, Andrew & Di Pietro, Francesca & van Stel, André, 2023. "Determinants of firms’ default on unsecured loans in the P2P crowdfunding market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 89(C).
    12. Peter Younkin & Venkat Kuppuswamy, 2018. "The Colorblind Crowd? Founder Race and Performance in Crowdfunding," Management Science, INFORMS, vol. 64(7), pages 3269-3287, July.
    13. Simon C. Parker & Yacine Belghitar, 2006. "What Happens to Nascent Entrepreneurs? An Econometric Analysis of the PSED," Small Business Economics, Springer, vol. 27(1), pages 81-101, August.
    14. Younkin, Peter & Kuppuswamy, Venkat, 2019. "Discounted: The effect of founder race on the price of new products," Journal of Business Venturing, Elsevier, vol. 34(2), pages 389-412.
    15. Eric Tassel, 2023. "Crowdfunding investors, intermediaries and risky entrepreneurs," Small Business Economics, Springer, vol. 60(3), pages 1033-1050, March.
    16. Christian Hackober & Carolin Bock, 2021. "Which investors’ characteristics are beneficial for initial coin offerings? Evidence from blockchain technology-based firms," Journal of Business Economics, Springer, vol. 91(8), pages 1085-1124, October.
    17. Burtch, Gordon & Ghose, Anindya & Wattal, Sunil, 2015. "The hidden cost of accommodating crowdfunder privacy preferences: a randomized field experiment," Journal of Financial Perspectives, EY Global FS Institute, vol. 3(3), pages 138-154.
    18. Gunay, Samet & Goodell, John W. & Muhammed, Shahnawaz & Kirimhan, Destan, 2023. "Frequency connectedness between FinTech, NFT and DeFi: Considering linkages to investor sentiment," International Review of Financial Analysis, Elsevier, vol. 90(C).
    19. Xiahua Wei & Ming Fan & Weijia You & Yong Tan, 2021. "An Empirical Study of the Dynamic and Differential Effects of Prefunding," Production and Operations Management, Production and Operations Management Society, vol. 30(5), pages 1331-1349, May.
    20. Judit Temesvary & Andrew Wei, 2021. "Domestic Lending and the Pandemic: How Does Banks' Exposure to Covid-19 Abroad Affect Their Lending in the United States?," Finance and Economics Discussion Series 2021-056r1, Board of Governors of the Federal Reserve System (U.S.), revised 17 Nov 2021.

    More about this item

    Keywords

    Coronavirus; COVID-19; Digital finance; FinTech; Liquidity risk; Marketplace lending; Pandemic; Peer-to-peer lending;
    All these keywords.

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • G29 - Financial Economics - - Financial Institutions and Services - - - Other
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

    Statistics

    Access and download statistics

    Corrections

    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:ememar:v:58:y:2024:i:c:s1566014123000894. 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/620356 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.