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History matters: How short-term price charts hurt investment performance

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  • Borsboom, Charlotte
  • Janssen, Dirk-Jan
  • Strucks, Markus
  • Zeisberger, Stefan

Abstract

When making investment decisions, people rely heavily on price charts displaying the past performance of an asset. Price charts can come with any time frame, which the provider might strategically choose. We analyze the impact of the time frame on retail investors’ behavior, particularly trading activity and risk-taking, in a controlled experiment with 1041 retail investors. We find that shorter time frames are associated with more trading activity, resulting in higher transaction fees and investor welfare losses. However, the time frame does not affect average risk-taking.

Suggested Citation

  • Borsboom, Charlotte & Janssen, Dirk-Jan & Strucks, Markus & Zeisberger, Stefan, 2022. "History matters: How short-term price charts hurt investment performance," Journal of Banking & Finance, Elsevier, vol. 134(C).
    • Handle: RePEc:eee:jbfina:v:134:y:2022:i:c:s0378426621003022
    DOI: 10.1016/j.jbankfin.2021.106351
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    as
    1. Daniel Fernandes & John G. Lynch & Richard G. Netemeyer, 2014. "Financial Literacy, Financial Education, and Downstream Financial Behaviors," Management Science, INFORMS, vol. 60(8), pages 1861-1883, August.
    2. John Beshears & James J. Choi & David Laibson & Brigitte C. Madrian, 2017. "Does Aggregated Returns Disclosure Increase Portfolio Risk Taking?," The Review of Financial Studies, Society for Financial Studies, vol. 30(6), pages 1971-2005.
    3. Michael S. Haigh & John A. List, 2005. "Do Professional Traders Exhibit Myopic Loss Aversion? An Experimental Analysis," Journal of Finance, American Finance Association, vol. 60(1), pages 523-534, February.
    4. Bellemare, Charles & Krause, Michaela & Kroger, Sabine & Zhang, Chendi, 2005. "Myopic loss aversion: Information feedback vs. investment flexibility," Economics Letters, Elsevier, vol. 87(3), pages 319-324, June.
    5. Gerlinde Fellner & Matthias Sutter, 2009. "Causes, Consequences, and Cures of Myopic Loss Aversion – An Experimental Investigation," Economic Journal, Royal Economic Society, vol. 119(537), pages 900-916, April.
    6. Darren Duxbury & Barbara Summers, 2018. "On perceptions of financial volatility in price sequences," The European Journal of Finance, Taylor & Francis Journals, vol. 24(7-8), pages 521-543, May.
    7. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2013. "Salience and Asset Prices," American Economic Review, American Economic Association, vol. 103(3), pages 623-628, May.
    8. Gary Charness & Uri Gneezy, 2010. "Portfolio Choice And Risk Attitudes: An Experiment," Economic Inquiry, Western Economic Association International, vol. 48(1), pages 133-146, January.
    9. Thaler, Richard, 1981. "Some empirical evidence on dynamic inconsistency," Economics Letters, Elsevier, vol. 8(3), pages 201-207.
    10. Shlomo Benartzi & Richard H. Thaler, 1999. "Risk Aversion or Myopia? Choices in Repeated Gambles and Retirement Investments," Management Science, INFORMS, vol. 45(3), pages 364-381, March.
    11. James J. Choi & David Laibson & Brigitte C. Madrian, 2010. "Why Does the Law of One Price Fail? An Experiment on Index Mutual Funds," Review of Financial Studies, Society for Financial Studies, vol. 23(4), pages 1405-1432, April.
    12. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    13. Uri Gneezy & Arie Kapteyn & Jan Potters, 2003. "Evaluation Periods and Asset Prices in a Market Experiment," Journal of Finance, American Finance Association, vol. 58(2), pages 821-837, April.
    14. Ankit Kalda & Benjamin Loos & Alessandro Previtero & Andreas Hackethal, 2021. "Smart(Phone) Investing? A within Investor-time Analysis of New Technologies and Trading Behavior," NBER Working Papers 28363, National Bureau of Economic Research, Inc.
    15. Nicholas Barberis & Abhiroop Mukherjee & Baolian Wang, 2016. "Prospect Theory and Stock Returns: An Empirical Test," Review of Financial Studies, Society for Financial Studies, vol. 29(11), pages 3068-3107.
    16. Ulrike Malmendier & Stefan Nagel, 2011. "Depression Babies: Do Macroeconomic Experiences Affect Risk Taking?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 373-416.
    17. Christoph Huber & Jürgen Huber, 2019. "Scale matters: risk perception, return expectations, and investment propensity under different scalings," Experimental Economics, Springer;Economic Science Association, vol. 22(1), pages 76-100, March.
    18. Gneezy, U. & Kapteyn, A. & Potters, J.J.M., 2003. "Evaluation periods and asset prices in a market experience," Other publications TiSEM 55910884-79d7-483c-abbb-1, Tilburg University, School of Economics and Management.
    19. Uri Gneezy & Jan Potters, 1997. "An Experiment on Risk Taking and Evaluation Periods," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 631-645.
    20. Kalda, Ankit & Loos, Benjamin & Previtero, Alessandro & Hackethal, Andreas, 2021. "Smart (phone) investing? A within investor-time analysis of new technologies and trading behavior," SAFE Working Paper Series 303, Leibniz Institute for Financial Research SAFE.
    21. Christine Kaufmann & Martin Weber & Emily Haisley, 2013. "The Role of Experience Sampling and Graphical Displays on One's Investment Risk Appetite," Management Science, INFORMS, vol. 59(2), pages 323-340, July.
    22. Goetzmann, William N. & Massa, Massimo, 2002. "Daily Momentum and Contrarian Behavior of Index Fund Investors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 37(3), pages 375-389, September.
    23. Yan Sun & Shu Li & Nicolao Bonini & Yang Liu, 2016. "Effect of Graph Scale on Risky Choice: Evidence from Preference and Process in Decision-Making," PLOS ONE, Public Library of Science, vol. 11(1), pages 1-12, January.
    24. Charness, Gary & Gneezy, Uri, 2012. "Strong Evidence for Gender Differences in Risk Taking," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 50-58.
    25. repec:cup:judgdm:v:8:y:2013:i:5:p:617-629 is not listed on IDEAS
    26. Gerhard, Patrick & Hoffmann, Arvid O.I. & Post, Thomas, 2017. "Past performance framing and investors’ belief updating: Is seeing long-term returns always associated with smaller belief updates?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 15(C), pages 38-51.
    27. Borsboom, Charlotte & Zeisberger, Stefan, 2020. "What makes an investment risky? An analysis of price path characteristics," Journal of Economic Behavior & Organization, Elsevier, vol. 169(C), pages 92-125.
    28. Cary Frydman & Baolian Wang, 2020. "The Impact of Salience on Investor Behavior: Evidence from a Natural Experiment," Journal of Finance, American Finance Association, vol. 75(1), pages 229-276, February.
    29. Grosshans, Daniel & Zeisberger, Stefan, 2018. "All’s well that ends well? On the importance of how returns are achieved," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 397-410.
    30. Maya Shaton, 2017. "The Display of Information and Household Investment Behavior," Finance and Economics Discussion Series 2017-043, Board of Governors of the Federal Reserve System (U.S.).
    31. Phan, Thuy Chung & Rieger, Marc Oliver & Wang, Mei, 2018. "What leads to overtrading and under-diversification? Survey evidence from retail investors in an emerging market," Journal of Behavioral and Experimental Finance, Elsevier, vol. 19(C), pages 39-55.
    32. Uri Gneezy & Arie Kapteyn & Jan Potters, 2003. "Evaluation Periods and Asset Prices in a Market Experiment," Journal of Finance, American Finance Association, vol. 58(2), pages 821-838, April.
    33. Bradbury, Meike A.S. & Hens, Thorsten & Zeisberger, Stefan, 2019. "How persistent are the effects of experience sampling on investor behavior?," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 61-79.
    34. Lawrence, Michael & O'Connor, Marcus, 1992. "Exploring judgemental forecasting," International Journal of Forecasting, Elsevier, vol. 8(1), pages 15-26, June.
    35. Jürgen Huber & Michael Kirchler & Thomas Stöckl, 2016. "The influence of investment experience on market prices: laboratory evidence," Experimental Economics, Springer;Economic Science Association, vol. 19(2), pages 394-411, June.
    36. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    37. Markus Glaser & Zwetelina Iliewa & Martin Weber, 2019. "Thinking about Prices versus Thinking about Returns in Financial Markets," Journal of Finance, American Finance Association, vol. 74(6), pages 2997-3039, December.
    38. Nolte, Sven & Schneider, Judith C., 2018. "How price path characteristics shape investment behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 154(C), pages 33-59.
    39. Cornil, Yann & Hardisty, David J. & Bart, Yakov, 2019. "Easy, breezy, risky: Lay investors fail to diversify because correlated assets feel more fluent and less risky," Organizational Behavior and Human Decision Processes, Elsevier, vol. 153(C), pages 103-117.
    40. Oehler, Andreas & Horn, Matthias & Wendt, Stefan, 2020. "Information Illusion: Placebic Information and Stock Price Estimates," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224575, Verein für Socialpolitik / German Economic Association.
    41. Diacon, Stephen & Hasseldine, John, 2007. "Framing effects and risk perception: The effect of prior performance presentation format on investment fund choice," Journal of Economic Psychology, Elsevier, vol. 28(1), pages 31-52, January.
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    Cited by:

    1. Xu, Shaojun, 2023. "Behavioral asset pricing under expected feedback mode," International Review of Financial Analysis, Elsevier, vol. 86(C).

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    More about this item

    Keywords

    Behavioral finance; Experimental finance; Investor behavior; Price charts; Time frames; Risk-taking; Myopic loss aversion; Overtrading;
    All these keywords.

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • D18 - Microeconomics - - Household Behavior - - - Consumer Protection
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

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