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Financial literacy and fraud detection——Evidence from China

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  • Wei, Li
  • Peng, Ming
  • Wu, Weixing

Abstract

This paper investigates whether and how financial literacy could help improve fraud detection. Results demonstrate that fraud-detection ability increases with the improvement in one's financial literacy. In addition, several other variables such as one's participation in economic activities, having a healthy or risk-preferred household head, as well as active social interaction all show positive impacts on fraud detection. In contrast, some psychological factors, such as trusting strangers and regional factors like income inequality can have negative effects on it. Two potential mechanisms, the utilization of information channels and that of asset allocation channels, may help to develop this relationship.

Suggested Citation

  • Wei, Li & Peng, Ming & Wu, Weixing, 2021. "Financial literacy and fraud detection——Evidence from China," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 478-494.
    • Handle: RePEc:eee:reveco:v:76:y:2021:i:c:p:478-494
    DOI: 10.1016/j.iref.2021.06.017
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    1. Panayiotis C. Andreou & Dennis Philip, 2018. "Financial knowledge among university students and implications for personal debt and fraudulent investments," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 12(2), pages 3-23, December.
    2. Bernheim, B. Douglas & Garrett, Daniel M. & Maki, Dean M., 2001. "Education and saving:: The long-term effects of high school financial curriculum mandates," Journal of Public Economics, Elsevier, vol. 80(3), pages 435-465, June.
    3. Milo Bianchi, 2018. "Financial Literacy and Portfolio Dynamics," Journal of Finance, American Finance Association, vol. 73(2), pages 831-859, April.
    4. Lusardi, Annamaria & Mitchell, Olivia S., 2011. "Financial literacy and retirement planning in the United States," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(4), pages 509-525, October.
    5. van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob, 2011. "Financial literacy and stock market participation," Journal of Financial Economics, Elsevier, vol. 101(2), pages 449-472, August.
    6. Annamaria Lusardi & Olivia S. Mitchell, 2008. "Planning and Financial Literacy: How Do Women Fare?," American Economic Review, American Economic Association, vol. 98(2), pages 413-417, May.
    7. Yogo, Motohiro, 2016. "Portfolio choice in retirement: Health risk and the demand for annuities, housing, and risky assets," Journal of Monetary Economics, Elsevier, vol. 80(C), pages 17-34.
    8. Annamaria Lusardi & Olivia S Mitchelli, 2007. "Financial Literacy and Retirement Preparedness: Evidence and Implications for Financial Education," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 42(1), pages 35-44, January.
    9. Jere R. Behrman & Olivia S. Mitchell & Cindy Soo & David Bravo, 2010. "Financial Literacy, Schooling, and Wealth Accumulation," NBER Working Papers 16452, National Bureau of Economic Research, Inc.
    10. Lusardi, Annamaria & Mitchell, Olivia S., 2007. "Baby Boomer retirement security: The roles of planning, financial literacy, and housing wealth," Journal of Monetary Economics, Elsevier, vol. 54(1), pages 205-224, January.
    11. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2013. "Salience and Consumer Choice," Journal of Political Economy, University of Chicago Press, vol. 121(5), pages 803-843.
    12. Annamaria Lusardi & Olivia Mitchell, 2006. "Financial Literacy and Retirement Preparedness: Evidence and Implications for Financial Education Programs," Working Papers wp144, University of Michigan, Michigan Retirement Research Center.
    13. Jappelli, Tullio & Padula, Mario, 2013. "Investment in financial literacy and saving decisions," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2779-2792.
    14. Gathergood, John & Weber, Jörg, 2017. "Financial literacy, present bias and alternative mortgage products," Journal of Banking & Finance, Elsevier, vol. 78(C), pages 58-83.
    15. Xavier Gabaix & David Laibson, 2018. "Shrouded attributes, consumer myopia and information suppression in competitive markets," Chapters, in: Victor J. Tremblay & Elizabeth Schroeder & Carol Horton Tremblay (ed.), Handbook of Behavioral Industrial Organization, chapter 3, pages 40-74, Edward Elgar Publishing.
    16. Scorzafave, Luiz Guilherme & Soares, Milena Karla, 2009. "Income inequality and pecuniary crimes," Economics Letters, Elsevier, vol. 104(1), pages 40-42, July.
    17. Annamaria Lusardi & Olivia S. Mitchell, 2014. "The Economic Importance of Financial Literacy: Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 52(1), pages 5-44, March.
    18. Kristopher Gerardi & Lorenz Goette & Stephan Meier, 2010. "Financial literacy and subprime mortgage delinquency: evidence from a survey matched to administrative data," FRB Atlanta Working Paper 2010-10, Federal Reserve Bank of Atlanta.
    19. Annamaria Lusardi & Olivia S. Mitchell, 2005. "Financial Literacy and Planning: Implications for Retirement Wellbeing," CeRP Working Papers 46, Center for Research on Pensions and Welfare Policies, Turin (Italy).
    20. Bernheim, B. Douglas & Garrett, Daniel M., 2003. "The effects of financial education in the workplace: evidence from a survey of households," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1487-1519, August.
    21. Agarwal, Sumit & Ben-David, Itzhak & Yao, Vincent, 2017. "Systematic mistakes in the mortgage market and lack of financial sophistication," Journal of Financial Economics, Elsevier, vol. 123(1), pages 42-58.
    22. Umit G. Gurun & Gregor Matvos & Amit Seru, 2016. "Advertising Expensive Mortgages," Journal of Finance, American Finance Association, vol. 71(5), pages 2371-2416, October.
    23. Hvide, Hans K. & Östberg, Per, 2015. "Social interaction at work," Journal of Financial Economics, Elsevier, vol. 117(3), pages 628-652.
    24. Laurent E. Calvet & John Y. Campbell & Paolo Sodini, 2009. "Measuring the Financial Sophistication of Households," American Economic Review, American Economic Association, vol. 99(2), pages 393-398, May.
    25. Vicki L. Bogan & Angela R. Fertig, 2013. "Portfolio Choice and Mental Health," Review of Finance, European Finance Association, vol. 17(3), pages 955-992.
    26. Klapper, Leora & Lusardi, Annamaria & Panos, Georgios A., 2013. "Financial literacy and its consequences: Evidence from Russia during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3904-3923.
    27. Yung‐Chang Hsiao & Chung‐Jen Chen & Shao‐Chi Chang, 2011. "Knowledge management capacity and organizational performance: the social interaction view," International Journal of Manpower, Emerald Group Publishing Limited, vol. 32(5/6), pages 645-660, August.
    28. Stefano DellaVigna & Ulrike Malmendier, 2004. "Contract Design and Self-Control: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 353-402.
    29. Christian Engels & Kamlesh Kumar & Dennis Philip, 2020. "Financial literacy and fraud detection," The European Journal of Finance, Taylor & Francis Journals, vol. 26(4-5), pages 420-442, March.
    30. Anderson, Anders & Baker, Forest & Robinson, David T., 2017. "Precautionary savings, retirement planning and misperceptions of financial literacy," Journal of Financial Economics, Elsevier, vol. 126(2), pages 383-398.
    31. Disney, Richard & Gathergood, John, 2013. "Financial literacy and consumer credit portfolios," Journal of Banking & Finance, Elsevier, vol. 37(7), pages 2246-2254.
    32. Hsiao, Yu-Jen & Tsai, Wei-Che, 2018. "Financial literacy and participation in the derivatives markets," Journal of Banking & Finance, Elsevier, vol. 88(C), pages 15-29.
    33. Lu Zhang & Dirk Bezemer, 2016. "Finance and growth in China, 1995–2013: more liquidity or more development?," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(3), pages 613-631.
    34. Fellner, Gerlinde & Maciejovsky, Boris, 2007. "Risk attitude and market behavior: Evidence from experimental asset markets," Journal of Economic Psychology, Elsevier, vol. 28(3), pages 338-350, June.
    35. Dimmock, Stephen G. & Kouwenberg, Roy, 2010. "Loss-aversion and household portfolio choice," Journal of Empirical Finance, Elsevier, vol. 17(3), pages 441-459, June.
    36. Antoniou, Constantinos & Harris, Richard D.F. & Zhang, Ruogu, 2015. "Ambiguity aversion and stock market participation: An empirical analysis," Journal of Banking & Finance, Elsevier, vol. 58(C), pages 57-70.
    37. Justine S. Hastings & Brigitte C. Madrian & William L. Skimmyhorn, 2013. "Financial Literacy, Financial Education, and Economic Outcomes," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 347-373, May.
    38. Marguerite DeLiema & Martha Deevy & Annamaria Lusardi & Olivia S Mitchell & Deborah Carr, 2020. "Financial Fraud Among Older Americans: Evidence and Implications," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 75(4), pages 861-868.
    39. Fan, Elliott & Zhao, Ruoyun, 2009. "Health status and portfolio choice: Causality or heterogeneity?," Journal of Banking & Finance, Elsevier, vol. 33(6), pages 1079-1088, June.
    40. Carlin, Bruce I., 2009. "Strategic price complexity in retail financial markets," Journal of Financial Economics, Elsevier, vol. 91(3), pages 278-287, March.
    41. Richard Disney & John Gathergood, 2011. "Financial Literacy ad Indebtedness: New Evidence for UK Consumers," Discussion Papers 11/05, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).
    42. Brush, Jesse, 2007. "Does income inequality lead to more crime? A comparison of cross-sectional and time-series analyses of United States counties," Economics Letters, Elsevier, vol. 96(2), pages 264-268, August.
    43. Sumit Agarwal & Souphala Chomsisengphet & Chunlin Liu & Nicholas S. Souleles, 2015. "Do Consumers Choose the Right Credit Contracts?," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 4(2), pages 239-257.
    44. Brad M. Barber & Terrance Odean & Lu Zheng, 2005. "Out of Sight, Out of Mind: The Effects of Expenses on Mutual Fund Flows," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2095-2120, November.
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    More about this item

    Keywords

    Financial literacy; Fraud detection; Economic activity; Psychological factor;
    All these keywords.

    JEL classification:

    • D18 - Microeconomics - - Household Behavior - - - Consumer Protection
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • G53 - Financial Economics - - Household Finance - - - Financial Literacy

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