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Education and financial mistakes: The case of avoidable trading fees in stock markets

Author

Listed:
  • Paulo Pereira Silva

    (CMVM-Portuguese Securities Commission
    Universidade de Évora)

  • Victor Mendes

    (CMVM-Portuguese Securities Commission
    Universidade de Évora
    CICEE - Research Center in Business and Economics)

Abstract

We study a quasi-natural experiment that altered the structure of commission fee schedules applied to retail investors in the Portuguese stock market in 2003. Using a difference-in-differences analysis, we show that investors with a university degree, financial knowledge and numerical skills demonstrate greater ability and eagerness in adjusting their trading patterns to the new commission schedules. The impact of education was stronger for those lacking trading experience. Investors with a university degree that were more prone to issue small orders before the event were also more eager to scale up their order size.

Suggested Citation

  • Paulo Pereira Silva & Victor Mendes, 2023. "Education and financial mistakes: The case of avoidable trading fees in stock markets," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 22(2), pages 173-202, May.
  • Handle: RePEc:spr:portec:v:22:y:2023:i:2:d:10.1007_s10258-022-00209-y
    DOI: 10.1007/s10258-022-00209-y
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    as
    1. Ryan, Andrea & Trumbull, Gunnar & Tufano, Peter, 2011. "A Brief Postwar History of U.S. Consumer Finance," Business History Review, Cambridge University Press, vol. 85(3), pages 461-498, October.
    2. Kenneth R. French, 2008. "Presidential Address: The Cost of Active Investing," Journal of Finance, American Finance Association, vol. 63(4), pages 1537-1573, August.
    3. Korkmaz, Aslihan Gizem & Yin, Zhichao & Yue, Pengpeng & Zhou, Haigang, 2021. "Does financial literacy alleviate risk attitude and risk behavior inconsistency?," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 293-310.
    4. Gervais, Simon & Odean, Terrance, 2001. "Learning to be Overconfident," The Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 1-27.
    5. Sumit Agarwal & John C. Driscoll & David I. Laibson, 2013. "Optimal Mortgage Refinancing: A Closed‐Form Solution," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(4), pages 591-622, June.
    6. Sumit Agarwal & Paige Marta Skiba & Jeremy Tobacman, 2009. "Payday Loans and Credit Cards: New Liquidity and Credit Scoring Puzzles?," American Economic Review, American Economic Association, vol. 99(2), pages 412-417, May.
    7. 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.
    8. James Poterba & Steven Venti & David A. Wise, 2013. "Health, Education, and the Postretirement Evolution of Household Assets," Journal of Human Capital, University of Chicago Press, vol. 7(4), pages 297-339.
    9. 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.
    10. Laurent E. Calvet & John Y. Campbell & Paolo Sodini, 2009. "Fight or Flight? Portfolio Rebalancing by Individual Investors," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 301-348.
    11. Bergstresser, Daniel & Poterba, James, 2004. "Asset allocation and asset location: household evidence from the survey of consumer finances," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1893-1915, August.
    12. Lusardi, Annamaria & Tufano, Peter, 2015. "Debt literacy, financial experiences, and overindebtedness," Journal of Pension Economics and Finance, Cambridge University Press, vol. 14(4), pages 332-368, October.
    13. 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.
    14. Tim Kaiser & Lukas Menkhoff, 2017. "Does Financial Education Impact Financial Literacy and Financial Behavior, and If So, When?," The World Bank Economic Review, World Bank, vol. 31(3), pages 611-630.
    15. Annamarie Lusardi & Olivia S. Mitchell, 2005. "Financial Literacy and Planning: Implications for Retirement Wellbeing," Working Papers wp108, University of Michigan, Michigan Retirement Research Center.
    16. Gathergood, John & Weber, Jörg, 2017. "Financial literacy, present bias and alternative mortgage products," Journal of Banking & Finance, Elsevier, vol. 78(C), pages 58-83.
    17. David B. Gross & Nicholas S. Souleles, 2002. "Do Liquidity Constraints and Interest Rates Matter for Consumer Behavior? Evidence from Credit Card Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 149-185.
    18. Victor Stango & Jonathan Zinman, 2014. "Limited and Varying Consumer Attention: Evidence from Shocks to the Salience of Bank Overdraft Fees," The Review of Financial Studies, Society for Financial Studies, vol. 27(4), pages 990-1030.
    19. James J. Choi & David Laibson & Brigitte C. Madrian, 2010. "Why Does the Law of One Price Fail? An Experiment on Index Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 23(4), pages 1405-1432, April.
    20. Sumit Agarwal & John C Driscoll & Xavier Gabaix & David Laibson, 2008. "Learning in the Credit Card Market," Levine's Working Paper Archive 122247000000002028, David K. Levine.
    21. John Ameriks & Andrew Caplin & John Leahy, 2003. "Wealth Accumulation and the Propensity to Plan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1007-1047.
    22. James J. Choi & David Laibson & Brigitte C. Madrian, 2011. "$100 Bills on the Sidewalk: Suboptimal Investment in 401(k) Plans," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 748-763, August.
    23. John Y. Campbell & Howell E. Jackson & Brigitte C. Madrian & Peter Tufano, 2011. "Consumer Financial Protection," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 91-114, Winter.
    24. Margarida Abreu & Victor Mendes, 2010. "Financial literacy and portfolio diversification," Quantitative Finance, Taylor & Francis Journals, vol. 10(5), pages 515-528.
    25. 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.
    26. Nicolosi, Gina & Peng, Liang & Zhu, Ning, 2009. "Do individual investors learn from their trading experience?," Journal of Financial Markets, Elsevier, vol. 12(2), pages 317-336, May.
    27. 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.
    28. Lei Feng & Mark Seasholes, 2005. "Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?," Review of Finance, Springer, vol. 9(3), pages 305-351, September.
    29. Scholnick, Barry & Massoud, Nadia & Saunders, Anthony, 2013. "The impact of wealth on financial mistakes: Evidence from credit card non-payment," Journal of Financial Stability, Elsevier, vol. 9(1), pages 26-37.
    30. Richard Disney & John Gathergood, 2012. "Financial literacy and consumer credit use," Discussion Papers 12/01, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).
    31. Amromin, Gene & Huang, Jennifer & Sialm, Clemens, 2007. "The tradeoff between mortgage prepayments and tax-deferred retirement savings," Journal of Public Economics, Elsevier, vol. 91(10), pages 2014-2040, November.
    32. Campbell, John Y. & Jackson, Howell E. & Madrian, Brigitte C. & Tufano, Peter, 2010. "The Regulation of Consumer Financial Products: An Introductory Essay with Four Case Studies," Working Paper Series rwp10-040, Harvard University, John F. Kennedy School of Government.
    33. repec:mcb:jmoncb:v:45:y:2013:i::p:591-622 is not listed on IDEAS
    34. 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.
    35. Maarten C.J. van Rooij & Annamaria Lusardi & Rob J.M. Alessie, 2012. "Financial Literacy, Retirement Planning and Household Wealth," Economic Journal, Royal Economic Society, vol. 122(560), pages 449-478, May.
    36. Alejandro Ponce & Enrique Seira & Guillermo Zamarripa, 2017. "Borrowing on the Wrong Credit Card? Evidence from Mexico," American Economic Review, American Economic Association, vol. 107(4), pages 1335-1361, April.
    37. Barber, Brad M. & Odean, Terrance, 2004. "Are individual investors tax savvy? Evidence from retail and discount brokerage accounts," Journal of Public Economics, Elsevier, vol. 88(1-2), pages 419-442, January.
    38. James Banks & Zoe Oldfield, 2007. "Understanding Pensions: Cognitive Function, Numerical Ability and Retirement Saving," Fiscal Studies, Institute for Fiscal Studies, vol. 28(2), pages 143-170, June.
    39. Zingales, Luigi, 2015. "Does Finance Benefit Society?," CEPR Discussion Papers 10350, C.E.P.R. Discussion Papers.
    40. Mark Armstrong & John Vickers, 2012. "Consumer Protection and Contingent Charges," Journal of Economic Literature, American Economic Association, vol. 50(2), pages 477-493, June.
    41. Gina Nicolosi & Liang Peng & Ning Zhu, 2003. "Do Individual Investors Learn from Their Trading Experience?," Yale School of Management Working Papers ysm439, Yale School of Management, revised 01 Sep 2009.
    42. Li, Jianjun & Li, Qize & Wei, Xu, 2020. "Financial literacy, household portfolio choice and investment return," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
    43. Guiso, Luigi & Sodini, Paolo, 2013. "Household Finance: An Emerging Field," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1397-1532, Elsevier.
    44. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
    45. Keys, Benjamin J. & Pope, Devin G. & Pope, Jaren C., 2016. "Failure to refinance," Journal of Financial Economics, Elsevier, vol. 122(3), pages 482-499.
    46. Hans-Martin Von Gaudecker, 2015. "How Does Household Portfolio Diversification Vary with Financial Literacy and Financial Advice?," Journal of Finance, American Finance Association, vol. 70(2), pages 489-507, April.
    47. Brad M. Barber & Terrance Odean, 2000. "Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors," Journal of Finance, American Finance Association, vol. 55(2), pages 773-806, April.
    48. Ravi Dhar & Ning Zhu, 2006. "Up Close and Personal: Investor Sophistication and the Disposition Effect," Management Science, INFORMS, vol. 52(5), pages 726-740, May.
    49. Hsu, Yuan-Lin & Chen, Hung-Ling & Huang, Po-Kai & Lin, Wan-Yu, 2021. "Does financial literacy mitigate gender differences in investment behavioral bias?," Finance Research Letters, Elsevier, vol. 41(C).
    50. Bucks, Brian & Pence, Karen, 2008. "Do borrowers know their mortgage terms?," Journal of Urban Economics, Elsevier, vol. 64(2), pages 218-233, September.
    51. Anders Anderson, 2013. "Trading and Under-Diversification," Review of Finance, European Finance Association, vol. 17(5), pages 1699-1741.
    52. Steffen Andersen & John Y. Campbell & Kasper Meisner Nielsen & Tarun Ramadorai, 2020. "Sources of Inaction in Household Finance: Evidence from the Danish Mortgage Market," American Economic Review, American Economic Association, vol. 110(10), pages 3184-3230, October.
    53. Paul Heidhues & Botond Kőszegi, 2015. "On the Welfare Costs of Naiveté in the US Credit-Card Market," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 47(3), pages 341-354, November.
    54. Lei Feng & Mark S. Seasholes, 2005. "Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?," Review of Finance, European Finance Association, vol. 9(3), pages 305-351.
    55. Abreu, Margarida & Mendes, Victor & Santos, João A.C., 2011. "Home country bias: Does domestic experience help investors enter foreign markets?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2330-2340, September.
    56. Luigi Zingales, 2015. "Presidential Address: Does Finance Benefit Society?," Journal of Finance, American Finance Association, vol. 70(4), pages 1327-1363, August.
    57. Fabian Duarte & Justine S. Hastings, 2012. "Fettered Consumers and Sophisticated Firms: Evidence from Mexico's Privatized Social Security Market," NBER Working Papers 18582, National Bureau of Economic Research, Inc.
    58. Brad M. Barber & Yi-Tsung Lee & Yu-Jane Liu & Terrance Odean, 2009. "Just How Much Do Individual Investors Lose by Trading?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 609-632, February.
    59. William Skimmyhorn, 2016. "Assessing Financial Education: Evidence from Boot Camp," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 322-343, May.
    60. Mitchell, Olivia S. & Lusardi, Annamaria (ed.), 2011. "Financial Literacy: Implications for Retirement Security and the Financial Marketplace," OUP Catalogue, Oxford University Press, number 9780199696819.
    61. Sondra G. Beverly & Marianne A. Hilgert & Jeanne M. Hogarth, 2003. "Household financial management: the connection between knowledge and behavior," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Jul, pages 309-322.
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