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Does Reminding Of Behavioural Biases Increase Returns From Financial Trading? A Field Experiment

Author

Listed:
  • Maria De Paola
  • Francesca Gioia
  • Fabio Piluso

    (Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF, Università della Calabria)

Abstract

We ran a field experiment to investigate whether nudge policies, consisting in behavioural insight messaging, help to improve performance in financial trading. Our experiment involved students enrolled in a financial trading course in an Italian University who were invited to trade on Borsa Italiana’s virtual platform. Students were randomly assigned to a control group and a treatment group. Treated students received a message reminding them of the existence of behavioural biases in financial trading. We find that treated students significantly improve the performance of their portfolio. This effect is mainly driven by students with a higher than average risk aversion. Several behaviours may explain the increase in performance. We find evidence pointing to a reduction in the home and status quo biases for risk averse nudged participants.

Suggested Citation

  • Maria De Paola & Francesca Gioia & Fabio Piluso, 2017. "Does Reminding Of Behavioural Biases Increase Returns From Financial Trading? A Field Experiment," Working Papers 201705, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
  • Handle: RePEc:clb:wpaper:201705
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    1. Ian Hathaway & Sameer Khatiwada, 2008. "Do financial education programs work?," Working Papers (Old Series) 0803, Federal Reserve Bank of Cleveland.
    2. Kelly Ochs Rosinger & Barrett J. Taylor & Lindsay Coco & Sheila Slaughter, 2016. "Organizational Segmentation and the Prestige Economy: Deprofessionalization in High- and Low-Resource Departments," The Journal of Higher Education, Taylor & Francis Journals, vol. 87(1), pages 27-54, January.
    3. Damgaard, Mette Trier & Gravert, Christina, 2018. "The hidden costs of nudging: Experimental evidence from reminders in fundraising," Journal of Public Economics, Elsevier, vol. 157(C), pages 15-26.
    4. Bruhn, Miriam & de Souza Leao, Luciana & Legovini, Arianna & Marchetti, Rogelio & Zia, Bilal, 2013. "The impact of high school financial education : experimental evidence from Brazil," Policy Research Working Paper Series 6723, The World Bank.
    5. Dean Karlan & Martin Valdivia, 2011. "Teaching Entrepreneurship: Impact of Business Training on Microfinance Clients and Institutions," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 510-527, May.
    6. 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.
    7. Dean Karlan, Ryan Knight, and Christopher Udry, 2012. "Hoping to Win, Expected to Lose: Theory and Lessons on Microenterprise Development," Working Papers 312, Center for Global Development.
    8. Jesse Atkinson & Alain de Janvry & Craig McIntosh & Elisabeth Sadoulet, 2013. "Prompting Microfinance Borrowers to Save: A Field Experiment from Guatemala," Economic Development and Cultural Change, University of Chicago Press, vol. 62(1), pages 21-64.
    9. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    10. Miriam Bruhn & Luciana de Souza Leão & Arianna Legovini & Rogelio Marchetti & Bilal Zia, 2016. "The Impact of High School Financial Education: Evidence from a Large-Scale Evaluation in Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 8(4), pages 256-295, October.
    11. Barberis, Nicholas & Thaler, Richard, 2003. "A survey of behavioral finance," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 18, pages 1053-1128, Elsevier.
    12. Castleman, Benjamin L. & Page, Lindsay C., 2015. "Summer nudging: Can personalized text messages and peer mentor outreach increase college going among low-income high school graduates?," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 144-160.
    13. Dean Karlan & Aishwarya Lakshmi Ratan & Jonathan Zinman, 2014. "Savings by and for the Poor: A Research Review and Agenda," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(1), pages 36-78, March.
    14. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    15. Tversky, Amos & Slovic, Paul & Kahneman, Daniel, 1990. "The Causes of Preference Reversal," American Economic Review, American Economic Association, vol. 80(1), pages 204-217, March.
    16. Froot, Kenneth A & Thaler, Richard H, 1990. "Foreign Exchange," Journal of Economic Perspectives, American Economic Association, vol. 4(3), pages 179-192, Summer.
    17. Huberman, Gur, 2001. "Familiarity Breeds Investment," Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 659-680.
    18. Andrea Frazzini, 2006. "The Disposition Effect and Underreaction to News," Journal of Finance, American Finance Association, vol. 61(4), pages 2017-2046, August.
    19. 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.
    20. Bruno Biais & Denis Hilton & Karine Mazurier & Sébastien Pouget, 2005. "Judgemental Overconfidence, Self-Monitoring, and Trading Performance in an Experimental Financial Market," Review of Economic Studies, Oxford University Press, vol. 72(2), pages 287-312.
    21. French, Kenneth R & Poterba, James M, 1991. "Investor Diversification and International Equity Markets," American Economic Review, American Economic Association, vol. 81(2), pages 222-226, May.
    22. Dean Karlan & Aishwarya Lakshmi Ratan & Jonathan Zinman, 2014. "Savings by and for the Poor: A Research Review and Agenda," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(1), pages 36-78, March.
    23. Altmann, Steffen & Traxler, Christian, 2014. "Nudges at the dentist," European Economic Review, Elsevier, vol. 72(C), pages 19-38.
    24. Shleifer, Andrei, 2000. "Inefficient Markets: An Introduction to Behavioral Finance," OUP Catalogue, Oxford University Press, number 9780198292272.
    25. Jessica Wisdom & Julie S. Downs & George Loewenstein, 2010. "Promoting Healthy Choices: Information versus Convenience," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 164-178, April.
    26. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 261-292.
    27. Terrance Odean, 1998. "Are Investors Reluctant to Realize Their Losses?," Journal of Finance, American Finance Association, vol. 53(5), pages 1775-1798, October.
    28. Johannes Abeler & Felix Marklein, 2017. "Fungibility, Labels, and Consumption," Journal of the European Economic Association, European Economic Association, vol. 15(1), pages 99-127.
    29. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    30. Dean Karlan & Margaret McConnell & Sendhil Mullainathan & Jonathan Zinman, 2016. "Getting to the Top of Mind: How Reminders Increase Saving," Management Science, INFORMS, vol. 62(12), pages 3393-3411, December.
    31. Calzolari, Giacomo & Nardotto, Mattia, 2011. "Nudging with information: a randomized field experiment on reminders and feedback," CEPR Discussion Papers 8571, C.E.P.R. Discussion Papers.
    32. Samuelson, William & Zeckhauser, Richard, 1988. "Status Quo Bias in Decision Making," Journal of Risk and Uncertainty, Springer, vol. 1(1), pages 7-59, March.
    33. Luigi Guiso & Tullio Jappelli & Mario Padula, 2009. "Pension Risk, Retirement Saving and Insurance," CSEF Working Papers 223, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    34. Meir Statman & Steven Thorley & Keith Vorkink, 2006. "Investor Overconfidence and Trading Volume," Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1531-1565.
    35. Benjamin L. Castleman & Lindsay C. Page, 2016. "Freshman Year Financial Aid Nudges: An Experiment to Increase FAFSA Renewal and College Persistence," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 389-415.
    36. Ximena Cadena & Antoinette Schoar, 2011. "Remembering to Pay? Reminders vs. Financial Incentives for Loan Payments," NBER Working Papers 17020, National Bureau of Economic Research, Inc.
    37. Mark Grinblatt & Matti Keloharju, 2001. "How Distance, Language, and Culture Influence Stockholdings and Trades," Journal of Finance, American Finance Association, vol. 56(3), pages 1053-1073, June.
    38. Danijela Vuletic, 2015. "How Effective are Reminders and Frames in Incentivizing Blood Donations," CERGE-EI Working Papers wp554, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    39. Karlsson, Anders & Norden, Lars, 2007. "Home sweet home: Home bias and international diversification among individual investors," Journal of Banking & Finance, Elsevier, vol. 31(2), pages 317-333, February.
    40. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    41. Shawn Cole & Anna Paulson & Gauri Kartini Shastry, 2016. "High School Curriculum and Financial Outcomes: The Impact of Mandated Personal Finance and Mathematics Courses," Journal of Human Resources, University of Wisconsin Press, vol. 51(3), pages 656-698.
    42. Shefrin, Hersh & Statman, Meir, 2000. "Behavioral Portfolio Theory," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(2), pages 127-151, June.
    43. Matthew Rabin & Joel L. Schrag, 1999. "First Impressions Matter: A Model of Confirmatory Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 37-82.
    44. Irene Scopelliti & Carey K. Morewedge & Erin McCormick & H. Lauren Min & Sophie Lebrecht & Karim S. Kassam, 2015. "Bias Blind Spot: Structure, Measurement, and Consequences," Management Science, INFORMS, vol. 61(10), pages 2468-2486, October.
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    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Le scelte finanziarie migliorano con una spinta gentile
      by Maria De Paola, Francesca Gioia e Fabio Piluso in La Voce on 2017-07-21 13:19:00

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    More about this item

    Keywords

    Financial trading; Behavioural biases; Reminders; Nudges; Home bias; Status quo bias; Risk aversion;
    All these keywords.

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

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