IDEAS home Printed from https://ideas.repec.org/a/eee/joepsy/v31y2010i6p985-995.html
   My bibliography  Save this article

Adaptive behavior leads to under-diversification

Author

Listed:
  • Zion, Uri Ben
  • Erev, Ido
  • Haruvy, Ernan
  • Shavit, Tal

Abstract

In a given period, a diversified fund, by virtue of being a weighted average, will perform somewhere in the middle range of its components' respective performances. This means that adaptive investors who look to the past to adjust expectations about future returns will shun diversified funds. That is, adaptive reaction to feedback implies under-diversification when the investor gets complete feedback on the performance of the diversified fund as well as its components in a given period. Three laboratory experiments and one quasi field experiment explore this possibility and its implications. We find that the availability of complete feedback drastically reduces diversification. Under-diversification is observed even when the decision makers receive a complete description of the payoff distributions and when under-diversification lowers expected return.

Suggested Citation

  • Zion, Uri Ben & Erev, Ido & Haruvy, Ernan & Shavit, Tal, 2010. "Adaptive behavior leads to under-diversification," Journal of Economic Psychology, Elsevier, vol. 31(6), pages 985-995, December.
  • Handle: RePEc:eee:joepsy:v:31:y:2010:i:6:p:985-995
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167-4870(10)00094-2
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Fudenberg, Drew & Levine, David, 1998. "Learning in games," European Economic Review, Elsevier, vol. 42(3-5), pages 631-639, May.
    2. Ippolito, Richard A, 1992. "Consumer Reaction to Measures of Poor Quality: Evidence from the Mutual Fund Industry," Journal of Law and Economics, University of Chicago Press, vol. 35(1), pages 45-70, April.
    3. Rettinger, David A. & Hastie, Reid, 2001. "Content Effects on Decision Making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 85(2), pages 336-359, July.
    4. De Bondt, Werner F M & Thaler, Richard H, 1990. "Do Security Analysts Overreact?," American Economic Review, American Economic Association, vol. 80(2), pages 52-57, May.
    5. James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2009. "Reinforcement Learning and Savings Behavior," Journal of Finance, American Finance Association, vol. 64(6), pages 2515-2534, December.
    6. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
    7. Erik R. Sirri & Peter Tufano, 1998. "Costly Search and Mutual Fund Flows," Journal of Finance, American Finance Association, vol. 53(5), pages 1589-1622, October.
    8. 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.
    9. Ann-Renée Blais & Elke U. Weber, 2006. "A Domain-Specific Risk-Taking (DOSPERT)Scale for Adult Populations," CIRANO Working Papers 2006s-24, CIRANO.
    10. James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2009. "Reinforcement Learning and Savings Behavior," Journal of Finance, American Finance Association, vol. 64(6), pages 2515-2534, December.
    11. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    12. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    13. Kelly, Morgan, 1995. "All their eggs in one basket: Portfolio diversification of US households," Journal of Economic Behavior & Organization, Elsevier, vol. 27(1), pages 87-96, June.
    14. repec:cup:judgdm:v:1:y:2006:i::p:33-47 is not listed on IDEAS
    15. Chopra, Navin & Lakonishok, Josef & Ritter, Jay R., 1992. "Measuring abnormal performance : Do stocks overreact?," Journal of Financial Economics, Elsevier, vol. 31(2), pages 235-268, April.
    16. Statman, Meir, 1987. "How Many Stocks Make a Diversified Portfolio?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 22(3), pages 353-363, September.
    17. Blume, Marshall E & Friend, Irwin, 1975. "The Asset Structure of Individual Portfolios and Some Implications for Utility Functions," Journal of Finance, American Finance Association, vol. 30(2), pages 585-603, May.
    18. Drew Fudenberg & David K. Levine, 1998. "The Theory of Learning in Games," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262061945, December.
    19. Ido Erev & Eyal Ert & Alvin E. Roth, 2010. "A Choice Prediction Competition for Market Entry Games: An Introduction," Games, MDPI, vol. 1(2), pages 1-20, May.
    20. Alen Nosić & Martin Weber, 2010. "How Riskily Do I Invest? The Role of Risk Attitudes, Risk Perceptions, and Overconfidence," Decision Analysis, INFORMS, vol. 7(3), pages 282-301, September.
    21. Terrance Odean, 1999. "Do Investors Trade Too Much?," American Economic Review, American Economic Association, vol. 89(5), pages 1279-1298, December.
    22. Hendricks, Darryll & Patel, Jayendu & Zeckhauser, Richard, 1993. "Hot Hands in Mutual Funds: Short-Run Persistence of Relative Performance, 1974-1988," Journal of Finance, American Finance Association, vol. 48(1), pages 93-130, March.
    23. Brit Grosskopf & Ido Erev & Eldad Yechiam, 2006. "Foregone with the Wind: Indirect Payoff Information and its Implications for Choice," International Journal of Game Theory, Springer;Game Theory Society, vol. 34(2), pages 285-302, August.
    24. Valery Polkovnichenko, 2005. "Household Portfolio Diversification: A Case for Rank-Dependent Preferences," Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1467-1502.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. repec:cup:judgdm:v:8:y:2013:i:3:p:214-235 is not listed on IDEAS
    2. Eyal Ert & Ido Erev, 2013. "On the descriptive value of loss aversion in decisions under risk: Six clarifications," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 8(3), pages 214-235, May.
    3. Peiran Jiao, 2015. "The Double-Channeled Effects of Experience on Individual Investment Decisions: Experimental Evidence," Economics Series Working Papers 766, University of Oxford, Department of Economics.
    4. repec:cup:judgdm:v:9:y:2014:i:5:p:373-386 is not listed on IDEAS
    5. Olschewski, Sebastian & Diao, Linan & Rieskamp, Jörg, 2021. "Reinforcement learning about asset variability and correlation in repeated portfolio decisions," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
    6. Nax, Heinrich H. & Burton-Chellew, Maxwell N. & West, Stuart A. & Young, H. Peyton, 2016. "Learning in a black box," Journal of Economic Behavior & Organization, Elsevier, vol. 127(C), pages 1-15.
    7. Judith Avrahami & Yaakov Kareev & Einav Hart, 2014. "Taking the sting out of choice: Diversification of investments," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 9(5), pages 373-386, September.
    8. Benzion, Uri & Krupalnik, Lena & Rosenfeld, Ahron & Shahrabani, Shosh & Shavit, Tal, 2012. "The effect of short-term information on long-term investment: An experimental study," Economics Letters, Elsevier, vol. 116(1), pages 20-22.
    9. Malul, Miki & Rosenboim, Mosi & Shavit, Tal, 2013. "So when are you loss averse? Testing the S-shaped function in pricing and allocation tasks," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 101-112.
    10. Nax, Heinrich H. & Burton-Chellew, Maxwell N. & West, Stuart A. & Young, H. Peyton, 2016. "Learning in a black box," LSE Research Online Documents on Economics 68714, London School of Economics and Political Science, LSE Library.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Daniel, Kent & Hirshleifer, David & Teoh, Siew Hong, 2002. "Investor psychology in capital markets: evidence and policy implications," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 139-209, January.
    3. Andreas Fuster & Benjamin Hebert & David Laibson, 2012. "Natural Expectations, Macroeconomic Dynamics, and Asset Pricing," NBER Macroeconomics Annual, University of Chicago Press, vol. 26(1), pages 1-48.
    4. Martin Gold, 2010. "Fiduciary Finance," Books, Edward Elgar Publishing, number 13813.
    5. Stephen Foerster, 2011. "Double then Nothing: Why Stock Investments Relying on Simple Heuristics May Disappoint," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 3(2), pages 115-140, September.
    6. Anthony Tay & Jacques Olivier, 2008. "Time-Varying Incentives in the Mutual Fund Industry," Working Papers 10-2008, Singapore Management University, School of Economics, revised Jun 2008.
    7. Mikhail Anufriev & Te Bao & Angela Sutan & Jan Tuinstra, 2015. "Fee structure, return chasing and mutual fund choice: an experiment," Working Paper Series 30, Economics Discipline Group, UTS Business School, University of Technology, Sydney.
    8. Anthony Tay, 2008. "Time-Varying Incentives in the Mutual Fund Industry," Finance Working Papers 22484, East Asian Bureau of Economic Research.
    9. Anufriev, Mikhail & Bao, Te & Sutan, Angela & Tuinstra, Jan, 2019. "Fee structure and mutual fund choice: An experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 158(C), pages 449-474.
    10. Dariusz Filip, 2021. "A Review of Main Strands on the Flow-Performance Relationship of Mutual Funds," Athens Journal of Business & Economics, Athens Institute for Education and Research (ATINER), vol. 7(3), pages 245-256, July.
    11. John Y. Campbell & Tarun Ramadorai & Benjamin Ranish, 2014. "Getting Better or Feeling Better? How Equity Investors Respond to Investment Experience," NBER Working Papers 20000, National Bureau of Economic Research, Inc.
    12. Teodor Dyakov & Marno Verbeek, 2019. "Can Mutual Fund Investors Distinguish Good from Bad Managers?," International Review of Finance, International Review of Finance Ltd., vol. 19(3), pages 505-540, September.
    13. Andreas Hüsser & Werner Wirth, 2013. "Gravitation Toward Prior Performance in Mutual Fund Advertisings: Do Consumer Investors' Processing Abilities Account for Biased Information Processing?," Journal of Consumer Affairs, Wiley Blackwell, vol. 47(2), pages 219-242, July.
    14. Frazzini, Andrea & Lamont, Owen A., 2008. "Dumb money: Mutual fund flows and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 88(2), pages 299-322, May.
    15. David G. Shrider, 2009. "Running From a Bear: How Poor Stock Market Performance Affects the Determinants of Mutual Fund Flows," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(7-8), pages 987-1006.
    16. Louis K.C. Chan & Hsiu-Lang Chen & Josef Lakonishok, 1999. "On Mutual Fund Investment Styles," NBER Working Papers 7215, National Bureau of Economic Research, Inc.
    17. Nikolai Roussanov & Hongxun Ruan & Yanhao Wei & Stijn Van Nieuwerburgh, 2021. "Marketing Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 34(6), pages 3045-3094.
    18. Obrimah, Oghenovo A. & Prakash, Puneet, 2010. "Performance reversals and attitudes towards risk in the venture capital (VC) market," Journal of Economics and Business, Elsevier, vol. 62(6), pages 537-561, November.
    19. Itzhak Venezia, 2018. "Lecture Notes in Behavioral Finance," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 10751, January.
    20. Gil-Bazo, Javier & Ruiz-Verdú, Pablo, 2006. "Yet another puzzle? the relation between price and performance in the mutual fund industry," DEE - Working Papers. Business Economics. WB wb066519, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.

    More about this item

    Keywords

    Diversification Learning Adaptation;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:joepsy:v:31:y:2010:i:6:p:985-995. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/joep .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.