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Underdog mentality, identity discrimination and access to peer-to-peer lending market: Exploring effects of digital authentication

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  • Wu, Bao
  • Liu, Zijia
  • Gu, Qiuyang
  • Tsai, Fu-Sheng

Abstract

Vulnerable social groups are often the recipients of statistical discrimination by financial institutions. They therefor try to access the P2P lending market through voluntary digital authentication, but the digital authentication requirements in P2P lending increase taste-based discrimination against these vulnerable groups. Empirical results in this study confirm the existence of education-based and gender-based statistical discrimination even in the Chinese P2P lending market. Digital authentication might alleviate statistical discrimination and increase financial inclusion for these vulnerable groups, but this authentication might also lead to members of vulnerable groups having to pay higher interest rates when seeking loans. The “underdog mentality” concept explains why vulnerable groups voluntarily accept digital authentication, and why they tolerate having to pay higher interest rates for loans P2P they receive.

Suggested Citation

  • Wu, Bao & Liu, Zijia & Gu, Qiuyang & Tsai, Fu-Sheng, 2023. "Underdog mentality, identity discrimination and access to peer-to-peer lending market: Exploring effects of digital authentication," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 83(C).
    • Handle: RePEc:eee:intfin:v:83:y:2023:i:c:s104244312200186x
    DOI: 10.1016/j.intfin.2022.101714
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    1. Dongyu Chen & Xiaolin Li & Fujun Lai, 2017. "Gender discrimination in online peer-to-peer credit lending: evidence from a lending platform in China," Electronic Commerce Research, Springer, vol. 17(4), pages 553-583, December.
    2. Davies, Antony, 2006. "A framework for decomposing shocks and measuring volatilities derived from multi-dimensional panel data of survey forecasts," International Journal of Forecasting, Elsevier, vol. 22(2), pages 373-393.
    3. Andrea Moro, 2003. "The Effect Of Statistical Discrimination On Black-White Wage Inequality: Estimating A Model With Multiple Equilibria," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(2), pages 467-500, May.
    4. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, December.
    5. Alberto F. Alesina & Francesca Lotti & Paolo Emilio Mistrulli, 2013. "Do Women Pay More For Credit? Evidence From Italy," Journal of the European Economic Association, European Economic Association, vol. 11, pages 45-66, January.
    6. Juanjuan Chen & Yabin Zhang & Zhujia Yin, 2018. "Education Premium In The Online Peer-To-Peer Lending Marketplace: Evidence From The Big Data In China," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 45-64, March.
    7. Siming Li & Zhangxi Lin & Jiaxian Qiu & Roozmehr Safi & Zhongyi Xiao, 2015. "How friendship networks work in online P2P lending markets," Nankai Business Review International, Emerald Group Publishing Limited, vol. 6(1), pages 42-67, March.
    8. Moro, Andrea & Norman, Peter, 2004. "A general equilibrium model of statistical discrimination," Journal of Economic Theory, Elsevier, vol. 114(1), pages 1-30, January.
    9. Wu, Bao & Fang, Hanqing & Jacoby, Gady & Li, Geling & Wu, Zhenyu, 2022. "Environmental regulations and innovation for sustainability? Moderating effect of political connections," Emerging Markets Review, Elsevier, vol. 50(C).
    10. Chen, Xiao & Huang, Bihong & Ye, Dezhu, 2020. "Gender gap in peer-to-peer lending: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 112(C).
    11. Bao Wu & Haiyan Liang & Shifen Chan, 2022. "Political Connections, Industry Entry Choice and Performance Volatility: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(1), pages 290-299, January.
    12. Lina Aldén & Mats Hammarstedt, 2016. "Discrimination in the Credit Market? Access to Financial Capital among Self-employed Immigrants," Kyklos, Wiley Blackwell, vol. 69(1), pages 3-31, February.
    13. Diaz-Serrano, Luis & Raya, Josep M., 2014. "Mortgages, immigrants and discrimination: An analysis of the interest rates in Spain," Regional Science and Urban Economics, Elsevier, vol. 45(C), pages 22-32.
    14. Schwab, Stewart, 1986. "Is Statistical Discrimination Efficient?," American Economic Review, American Economic Association, vol. 76(1), pages 228-234, March.
    15. Nataliya Barasinska & Dorothea Schäfer, 2014. "Is Crowdfunding Different? Evidence on the Relation between Gender and Funding Success from a German Peer-to-Peer Lending Platform," German Economic Review, Verein für Socialpolitik, vol. 15(4), pages 436-452, November.
    16. Moser, Petra, 2012. "Taste-based discrimination evidence from a shift in ethnic preferences after WWI," Explorations in Economic History, Elsevier, vol. 49(2), pages 167-188.
    17. Esteve-Volart, Berta, 2004. "Gender discrimination and growth: theory and evidence from India," LSE Research Online Documents on Economics 6641, London School of Economics and Political Science, LSE Library.
    18. Reabetswe Kgoroeadira & Andrew Burke & André Stel, 2019. "Small business online loan crowdfunding: who gets funded and what determines the rate of interest?," Small Business Economics, Springer, vol. 52(1), pages 67-87, January.
    19. Jonathan Guryan & Kerwin Kofi Charles, 2013. "Taste‐based or Statistical Discrimination: The Economics of Discrimination Returns to its Roots," Economic Journal, Royal Economic Society, vol. 123(11), pages 417-432, November.
    20. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    21. Wu, Bao & Monfort, Abel & Jin, Chenfei & Shen, Xinyan, 2022. "Substantial response or impression management? Compliance strategies for sustainable development responsibility in family firms," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    22. Cornell, Bradford & Welch, Ivo, 1996. "Culture, Information, and Screening Discrimination," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 542-571, June.
    23. Siming Li & Zhangxi Lin & Jiaxian Qiu & Roozmehr Safi & Zhongyi Xiao, 2015. "How friendship networks work in online P2P lending markets," Nankai Business Review International, Emerald Group Publishing Limited, vol. 6(1), pages 42-67, March.
    24. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    25. Wu, Bao & Wang, Qi & Fang, Chevy-Hanqing & Tsai, Fu-Sheng & Xia, Yuanze, 2022. "Capital flight for family? Exploring the moderating effects of social connections on capital outflow of family business," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    26. Qizhi Tao & Yizhe Dong & Ziming Lin, 2017. "Who can get money? Evidence from the Chinese peer-to-peer lending platform," Information Systems Frontiers, Springer, vol. 19(3), pages 425-441, June.
    27. Eric Rosenblatt, 1997. "A Reconsideration Of Discrimination In Mortgage Underwriting With Data From A National Mortgage Bank," Journal of Financial Services Research, Springer;Western Finance Association, vol. 11(1), pages 109-131, February.
    28. Riza Emekter & Yanbin Tu & Benjamas Jirasakuldech & Min Lu, 2015. "Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending," Applied Economics, Taylor & Francis Journals, vol. 47(1), pages 54-70, January.
    29. Mingfeng Lin & Nagpurnanand R. Prabhala & Siva Viswanathan, 2013. "Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending," Management Science, INFORMS, vol. 59(1), pages 17-35, August.
    30. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    31. Bao Wu & Haiyan Liang & Yan Shen, 2018. "Political Connection, Ownership, and Post-Crisis Industrial Upgrading Investment: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(12), pages 2651-2668, September.
    32. Jin, Chenfei & Tsai, Fu-Sheng & Gu, Qiuyang & Wu, Bao, 2022. "Does the porter hypothesis work well in the emission trading schema pilot? Exploring moderating effects of institutional settings," Research in International Business and Finance, Elsevier, vol. 62(C).
    33. Jefferson Duarte & Stephan Siegel & Lance Young, 2012. "Trust and Credit: The Role of Appearance in Peer-to-peer Lending," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2455-2484.
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