IDEAS home Printed from https://ideas.repec.org/a/inm/ordeca/v7y2010i3p282-301.html
   My bibliography  Save this article

How Riskily Do I Invest? The Role of Risk Attitudes, Risk Perceptions, and Overconfidence

Author

Listed:
  • Alen Nosić

    (Lehrstuhl für Bankbetriebslehre, Universität Mannheim, 68131 Mannheim, Germany)

  • Martin Weber

    (Lehrstuhl für Bankbetriebslehre, Universität Mannheim, 68131 Mannheim, Germany; and Centre for Economic Policy Research, London EC1V 0DG, United Kingdom)

Abstract

Our study analyzes the determinants of investors' risk-taking behavior. We find that investors' risk-taking behavior is affected by their subjective risk attitude in the financial domain and by the risk and return of an investment alternative. Our results also suggest that, consistent with previous findings in the literature, the objective, or historical, return and volatility of a stock are worse predictors of risk-taking behavior than subjective risk and return measures. Moreover, we illustrate that overconfidence, or more precisely, miscalibration, has an impact on risk behavior as predicted by theoretical models. However, our results regarding the effect of various determinants on risk-taking behavior heavily depend on the content domain in which the respective determinant is elicited. We interpret this as an indication for an extended content domain specificity. In particular, with regard to the Markets of Financial Instruments Directive, we believe practitioners could improve on their investment advising process by incorporating some of the determinants that, by our argument, influence investment behavior.

Suggested Citation

  • 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.
  • Handle: RePEc:inm:ordeca:v:7:y:2010:i:3:p:282-301
    DOI: 10.1287/deca.1100.0178
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/deca.1100.0178
    Download Restriction: no

    File URL: https://libkey.io/10.1287/deca.1100.0178?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Daniel Dorn & Gur Huberman, 2005. "Talk and Action: What Individual Investors Say and What They Do," Review of Finance, Springer, vol. 9(4), pages 437-481, December.
    2. Donkers, Bas & Melenberg, Bertrand & Van Soest, Arthur, 2001. "Estimating Risk Attitudes Using Lotteries: A Large Sample Approach," Journal of Risk and Uncertainty, Springer, vol. 22(2), pages 165-195, March.
    3. Joost M. E. Pennings & Brian Wansink, 2004. "Channel Contract Behavior: The Role of Risk Attitudes, Risk Perceptions, And Channel Members' Market Structures," The Journal of Business, University of Chicago Press, vol. 77(4), pages 697-724, October.
    4. Terrance Odean., 1996. "Volume, Volatility, Price and Profit When All Trader Are Above Average," Research Program in Finance Working Papers RPF-266, University of California at Berkeley.
    5. Camerer, Colin F & Hogarth, Robin M, 1999. "The Effects of Financial Incentives in Experiments: A Review and Capital-Labor-Production Framework," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 7-42, December.
    6. Hirshleifer, David & Luo, Guo Ying, 2001. "On the survival of overconfident traders in a competitive securities market," Journal of Financial Markets, Elsevier, vol. 4(1), pages 73-84, January.
    7. Menkhoff, Lukas & Schmidt, Ulrich & Brozynski, Torsten, 2006. "The impact of experience on risk taking, overconfidence, and herding of fund managers: Complementary survey evidence," European Economic Review, Elsevier, vol. 50(7), pages 1753-1766, October.
    8. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    9. Cesarini, David & Sandewall, Orjan & Johannesson, Magnus, 2006. "Confidence interval estimation tasks and the economics of overconfidence," Journal of Economic Behavior & Organization, Elsevier, vol. 61(3), pages 453-470, November.
    10. 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.
    11. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    12. Charles R. Plott & Vernon L. Smith (ed.), 2008. "Handbook of Experimental Economics Results," Handbook of Experimental Economics Results, Elsevier, edition 1, volume 1, number 7.
    13. Glaser, Markus & Langer, Thomas & Weber, Martin, 2005. "Overconfidence of Professionals and Lay Men: Individual Differences Within and Between Tasks?," Sonderforschungsbereich 504 Publications 05-25, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
    14. Kapteyn, A. & Teppa, F., 2002. "Subjective Measures of Risk Aversion and Portfolio Choice," Discussion Paper 2002-11, Tilburg University, Center for Economic Research.
    15. Manel Baucells & Cristina Rata, 2006. "A Survey Study of Factors Influencing Risk-Taking Behavior in Real-World Decisions Under Uncertainty," Decision Analysis, INFORMS, vol. 3(3), pages 163-176, September.
    16. Itzhak Ben-David & John R. Graham & Campbell R. Harvey, 2007. "Managerial Overconfidence and Corporate Policies," NBER Working Papers 13711, National Bureau of Economic Research, Inc.
    17. Charles R. Plott & Vernon L. Smith (ed.), 2008. "Handbook of Experimental Economics Results," Handbook of Experimental Economics Results, Elsevier, edition 1, volume 1, number 4.
    18. Eckel, Catherine C. & Grossman, Philip J., 2008. "Men, Women and Risk Aversion: Experimental Evidence," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 113, pages 1061-1073, Elsevier.
    19. Charles R. Plott & Vernon L. Smith (ed.), 2008. "Handbook of Experimental Economics Results," Handbook of Experimental Economics Results, Elsevier, edition 1, volume 1, number 2.
    20. Markus Glaser & Martin Weber, 2007. "Overconfidence and trading volume," The Geneva Papers on Risk and Insurance Theory, Springer;International Association for the Study of Insurance Economics (The Geneva Association), vol. 32(1), pages 1-36, June.
    21. Charles R. Plott & Vernon L. Smith (ed.), 2008. "Handbook of Experimental Economics Results," Handbook of Experimental Economics Results, Elsevier, edition 1, volume 1, number 1.
    22. Donald L. Keefer & Samuel E. Bodily, 1983. "Three-Point Approximations for Continuous Random Variables," Management Science, INFORMS, vol. 29(5), pages 595-609, May.
    23. Kapteyn, A. & Teppa, F., 2002. "Subjective Measures of Risk Aversion and Portfolio Choice," Discussion Paper 2002-11, Tilburg University, Center for Economic Research.
    24. Lawrence, Michael & O'Connor, Marcus, 1993. "Scale, Variability, and the Calibration of Judgmental Prediction Intervals," Organizational Behavior and Human Decision Processes, Elsevier, vol. 56(3), pages 441-458, December.
    25. Ann-Renée Blais & Elke U. Weber, 2006. "A Domain-Specific Risk-Taking (DOSPERT)Scale for Adult Populations," CIRANO Working Papers 2006s-24, CIRANO.
    26. Kent D. Daniel & David Hirshleifer & Avanidhar Subrahmanyam, 2001. "Overconfidence, Arbitrage, and Equilibrium Asset Pricing," Journal of Finance, American Finance Association, vol. 56(3), pages 921-965, June.
    27. Krahnen, Jan Pieter & Rieck, Christian & Theissen, Erik, 1997. "Inferring risk attitudes from certainty equivalents: Some lessons from an experimental study," Journal of Economic Psychology, Elsevier, vol. 18(5), pages 469-486, September.
    28. Coval, Joshua D. & Thakor, Anjan V., 2005. "Financial intermediation as a beliefs-bridge between optimists and pessimists," Journal of Financial Economics, Elsevier, vol. 75(3), pages 535-569, March.
    29. Paul A. Samuelson, 2011. "Lifetime Portfolio Selection by Dynamic Stochastic Programming," World Scientific Book Chapters, in: Leonard C MacLean & Edward O Thorp & William T Ziemba (ed.), THE KELLY CAPITAL GROWTH INVESTMENT CRITERION THEORY and PRACTICE, chapter 31, pages 465-472, World Scientific Publishing Co. Pte. Ltd..
    30. Dennis Vrecko & Alexander Klos & Thomas Langer, 2009. "Impact of Presentation Format and Self-Reported Risk Aversion on Revealed Skewness Preferences," Decision Analysis, INFORMS, vol. 6(2), pages 57-74, June.
    31. Robert B. Barsky & F. Thomas Juster & Miles S. Kimball & Matthew D. Shapiro, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 537-579.
    32. repec:cup:judgdm:v:1:y:2006:i::p:33-47 is not listed on IDEAS
    33. Jeffrey M. Wooldridge, 2003. "Cluster-Sample Methods in Applied Econometrics," American Economic Review, American Economic Association, vol. 93(2), pages 133-138, May.
    34. Charles R. Plott & Vernon L. Smith (ed.), 2008. "Handbook of Experimental Economics Results," Handbook of Experimental Economics Results, Elsevier, edition 1, volume 1, number 3.
    35. Alexander Klos & Elke U. Weber & Martin Weber, 2005. "Investment Decisions and Time Horizon: Risk Perception and Risk Behavior in Repeated Gambles," Management Science, INFORMS, vol. 51(12), pages 1777-1790, December.
    36. Graham, John R. & Harvey, Campbell R., 2005. "The long-run equity risk premium," Finance Research Letters, Elsevier, vol. 2(4), pages 185-194, December.
    37. Jianmin Jia & James S. Dyer & John C. Butler, 1999. "Measures of Perceived Risk," Management Science, INFORMS, vol. 45(4), pages 519-532, April.
    38. Elke U. Weber & Richard A. Milliman, 1997. "Perceived Risk Attitudes: Relating Risk Perception to Risky Choice," Management Science, INFORMS, vol. 43(2), pages 123-144, February.
    39. Charles R. Plott & Vernon L. Smith (ed.), 2008. "Handbook of Experimental Economics Results," Handbook of Experimental Economics Results, Elsevier, edition 1, volume 1, number 8.
    40. Charles R. Plott & Vernon L. Smith (ed.), 2008. "Handbook of Experimental Economics Results," Handbook of Experimental Economics Results, Elsevier, edition 1, volume 1, number 5.
    41. Terrance Odean, 1998. "Volume, Volatility, Price, and Profit When All Traders Are Above Average," Journal of Finance, American Finance Association, vol. 53(6), pages 1887-1934, December.
    42. Daniel G. Goldstein & Eric J. Johnson & William F. Sharpe, 2008. "Choosing Outcomes versus Choosing Products: Consumer-Focused Retirement Investment Advice," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(3), pages 440-456, August.
    43. Elke U. Weber & Christopher Hsee, 1998. "Cross-Cultural Differences in Risk Perception, but Cross-Cultural Similarities in Attitudes Towards Perceived Risk," Management Science, INFORMS, vol. 44(9), pages 1205-1217, September.
    44. Charles R. Plott & Vernon L. Smith (ed.), 2008. "Handbook of Experimental Economics Results," Handbook of Experimental Economics Results, Elsevier, edition 1, volume 1, number 6.
    45. 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.
    Full references (including those not matched with items on IDEAS)

    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. Nosic, Alen & Weber, Martin, 2007. "Determinants of Risk Taking Behavior: The role of Risk Attitudes, Risk Perceptions and Beliefs," Sonderforschungsbereich 504 Publications 07-56, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
    2. Marc Oliver Rieger & Mei Wang & Thorsten Hens, 2015. "Risk Preferences Around the World," Management Science, INFORMS, vol. 61(3), pages 637-648, March.
    3. Döring Thomas, 2013. "John Maynard Keynes als Verhaltensökonom – illustriert anhand seiner Analyse des Versailler Vertrags / John Maynard Keynes as Behavioral Economist – Represented by his Analysis of the Treaty of Versai," ORDO. Jahrbuch für die Ordnung von Wirtschaft und Gesellschaft, De Gruyter, vol. 64(1), pages 27-52, January.
    4. Wagner, Valentin, 2016. "Seeking risk or answering smart? Framing in elementary schools," DICE Discussion Papers 227, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    5. P. López-Delgado & J. Diéguez-Soto, 2020. "Indebtedness in family-managed firms: the moderating role of female directors on the board," Review of Managerial Science, Springer, vol. 14(4), pages 727-762, August.
    6. James C. Cox & Vjollca Sadiraj, 2018. "Incentives," Experimental Economics Center Working Paper Series 2018-01, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University.
    7. Péter Elek & János Köllő, 2019. "Eliciting permanent and transitory undeclared work from matched administrative and survey data," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(3), pages 547-576, August.
    8. David A. Matsa & Amalia R. Miller, 2014. "Workforce Reductions at Women-Owned Businesses in the United States," ILR Review, Cornell University, ILR School, vol. 67(2), pages 422-452, April.
    9. Pearson, Matthew & Schipper, Burkhard C., 2013. "Menstrual cycle and competitive bidding," Games and Economic Behavior, Elsevier, vol. 78(C), pages 1-20.
    10. Giuseppe Attanasi & Samuele Centorrino & Elena Manzoni, 2020. "Zero-Intelligence vs. Human Agents: An Experimental Analysis of the Efficiency of Double Auctions and Over-the-Counter Markets of Varying Sizes," Working Papers 05/2020, University of Verona, Department of Economics.
    11. Alison L. Booth & Patrick Nolen, 2015. "Can Risk-taking Preferences be Modified? Some Experimental Evidence," CESifo Economic Studies, CESifo Group, vol. 61(1), pages 7-32.
    12. Abderrezzak Benhabib & Amina Merabet & Mohamed Benachenhou & Yamina Grari & Fouzi Boudia & Hadjira Merabet, 2014. "Environmental and Individual Determinants of Female Entrepreneurship in Algeria: Applying the Structural Equation Modeling," Entrepreneurial Business and Economics Review, Centre for Strategic and International Entrepreneurship at the Cracow University of Economics., vol. 2(1), pages 65-80.
    13. Buchan, Nancy R. & Croson, Rachel T.A. & Solnick, Sara, 2008. "Trust and gender: An examination of behavior and beliefs in the Investment Game," Journal of Economic Behavior & Organization, Elsevier, vol. 68(3-4), pages 466-476, December.
    14. Christophe Bisière & Jean-Paul Décamps & Stefano Lovo, 2015. "Risk Attitude, Beliefs Updating, and the Information Content of Trades: An Experiment," Management Science, INFORMS, vol. 61(6), pages 1378-1397, June.
    15. Markus Glaser & Martin Weber, 2007. "Overconfidence and trading volume," The Geneva Papers on Risk and Insurance Theory, Springer;International Association for the Study of Insurance Economics (The Geneva Association), vol. 32(1), pages 1-36, June.
    16. Ernesto Reuben & Matthew Wiswall & Basit Zafar, 2017. "Preferences and Biases in Educational Choices and Labour Market Expectations: Shrinking the Black Box of Gender," Economic Journal, Royal Economic Society, vol. 127(604), pages 2153-2186, September.
    17. Gilles Grolleau & Martin G. Kocher & Angela Sutan, 2016. "Cheating and Loss Aversion: Do People Cheat More to Avoid a Loss?," Management Science, INFORMS, vol. 62(12), pages 3428-3438, December.
    18. Rigdon, Mary, 2009. "Trust and reciprocity in incentive contracting," Journal of Economic Behavior & Organization, Elsevier, vol. 70(1-2), pages 93-105, May.
    19. Béatrice Boulu-Reshef & Constance Monnier-Schlumberger, 2019. "Lutte contre les cartels : comment dissuader les têtes brûlées ?," Revue économique, Presses de Sciences-Po, vol. 70(6), pages 1187-1199.
    20. Hennig-Schmidt, Heike & Selten, Reinhard & Wiesen, Daniel, 2011. "How payment systems affect physicians' provision behaviour--An experimental investigation," Journal of Health Economics, Elsevier, vol. 30(4), pages 637-646, July.

    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:inm:ordeca:v:7:y:2010:i:3:p:282-301. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.