IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/25046.html
   My bibliography  Save this paper

Ratings and Asset Allocation: An Experimental Analysis

Author

Listed:
  • Robert L. McDonald
  • Thomas A. Rietz

Abstract

Investment ratings (e.g., by Morningstar) provide a simple ordinal scale (e.g., 1 to 5) for comparing investments. Typically, ratings are assigned within categories — groups of assets sharing common characteristics — but using the same ordinal scale for all groups. Comparing such categorized ratings across categories is potentially misleading. We study the effect of categorized ratings in an asset allocation experiment in which subjects make repeated allocation decisions under complete information. Subjects initially see no ratings, and they then see either categorized or uncategorized ratings. Although ratings convey no information, categorized ratings affect subject investment choices and harm performance in the experiment. Subjects do not simply invest more in highly rated assets. Rather, rating effects seem to occur when ratings conflict with subjects’ own evaluation of assets: subjects reduce their investment in a high quality asset which receives an intermediate rating, but they do not increase their investment in a high-quality asset that receives a high rating. Knowledge and experience help with the base allocation task but do not mitigate the harmful effect of categorized ratings.

Suggested Citation

  • Robert L. McDonald & Thomas A. Rietz, 2018. "Ratings and Asset Allocation: An Experimental Analysis," NBER Working Papers 25046, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:25046
    Note: AP CF
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w25046.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Davis, Douglas D. & Holt, Charles a., 1993. "Experimental economics: Methods, problems and promise," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 8(2), pages 179-212.
    3. Kroll, Yoram & Levy, Haim, 1992. "Further Tests of the Separation Theorem and the Capital Asset Pricing Model," American Economic Review, American Economic Association, vol. 82(3), pages 664-670, June.
    4. Massa, Massimo & Simonov, Andrei & Stenkrona, Anders, 2015. "Style representation and portfolio choice," Journal of Financial Markets, Elsevier, vol. 23(C), pages 1-25.
    5. Lusardi, Annamaria & Mitchell, Olivia S., 2007. "Baby Boomer retirement security: The roles of planning, financial literacy, and housing wealth," Journal of Monetary Economics, Elsevier, vol. 54(1), pages 205-224, January.
    6. Merton, Robert C., 1971. "Optimum consumption and portfolio rules in a continuous-time model," Journal of Economic Theory, Elsevier, vol. 3(4), pages 373-413, December.
    7. Harald Ibrekk & M. Granger Morgan, 1987. "Graphical Communication of Uncertain Quantities to Nontechnical People," Risk Analysis, John Wiley & Sons, vol. 7(4), pages 519-529, December.
    8. Blake, Christopher R. & Morey, Matthew R., 2000. "Morningstar Ratings and Mutual Fund Performance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 451-483, September.
    9. Richard H. Thaler & Shlomo Benartzi, 2001. "Naive Diversification Strategies in Defined Contribution Saving Plans," American Economic Review, American Economic Association, vol. 91(1), pages 79-98, March.
    10. Gur Huberman & Wei Jiang, 2006. "Offering versus Choice in 401(k) Plans: Equity Exposure and Number of Funds," Journal of Finance, American Finance Association, vol. 61(2), pages 763-801, April.
    11. Bateman, Hazel & Dobrescu, Loretti I. & Newell, Ben R. & Ortmann, Andreas & Thorp, Susan, 2016. "As easy as pie: How retirement savers use prescribed investment disclosures," Journal of Economic Behavior & Organization, Elsevier, vol. 121(C), pages 60-76.
    12. Kahneman, Daniel & Knetsch, Jack L & Thaler, Richard H, 1990. "Experimental Tests of the Endowment Effect and the Coase Theorem," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1325-1348, December.
    13. Kenneth Oliven & Thomas A. Rietz, 2004. "Suckers Are Born but Markets Are Made: Individual Rationality, Arbitrage, and Market Efficiency on an Electronic Futures Market," Management Science, INFORMS, vol. 50(3), pages 336-351, March.
    14. Jonathan Reuter & Eric Zitzewitz, 2010. "How Much Does Size Erode Mutual Fund Performance? A Regression Discontinuity Approach," NBER Working Papers 16329, National Bureau of Economic Research, Inc.
    15. Matthew Rabin, 2000. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Econometrica, Econometric Society, vol. 68(5), pages 1281-1292, September.
    16. Bernheim, B. Douglas & Garrett, Daniel M., 2003. "The effects of financial education in the workplace: evidence from a survey of households," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1487-1519, August.
    17. Thaler, Richard, 1980. "Toward a positive theory of consumer choice," Journal of Economic Behavior & Organization, Elsevier, vol. 1(1), pages 39-60, March.
    18. Berg, Joyce E. & Dickhaut, John W. & Rietz, Thomas A., 2010. "Preference reversals: The impact of truth-revealing monetary incentives," Games and Economic Behavior, Elsevier, vol. 68(2), pages 443-468, March.
    19. Elke U. Weber & Niklas Siebenmorgen & Martin Weber, 2005. "Communicating Asset Risk: How Name Recognition and the Format of Historic Volatility Information Affect Risk Perception and Investment Decisions," Risk Analysis, John Wiley & Sons, vol. 25(3), pages 597-609, June.
    20. Akerlof, George A & Dickens, William T, 1982. "The Economic Consequences of Cognitive Dissonance," American Economic Review, American Economic Association, vol. 72(3), pages 307-319, June.
    21. Zhihua Chen & Aziz A. Lookman & Norman Schürhoff & Duane J. Seppi, 2014. "Rating-Based Investment Practices and Bond Market Segmentation," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 4(2), pages 162-205.
    22. Daniel Zizzo, 2010. "Experimenter demand effects in economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 13(1), pages 75-98, March.
    23. Camerer, Colin & Loewenstein, George & Weber, Martin, 1989. "The Curse of Knowledge in Economic Settings: An Experimental Analysis," Journal of Political Economy, University of Chicago Press, vol. 97(5), pages 1232-1254, October.
    24. Anderson, Barry F. & Settle, John W., 1996. "The influence of portfolio characteristics and investment period on investment choice," Journal of Economic Psychology, Elsevier, vol. 17(3), pages 343-358, June.
    25. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    26. Moore, Don A. & Kurtzberg, Terri R. & Fox, Craig R. & Bazerman, Max H., 1999. "Positive Illusions and Forecasting Errors in Mutual Fund Investment Decisions, , , ," Organizational Behavior and Human Decision Processes, Elsevier, vol. 79(2), pages 95-114, August.
    27. Sunden, Annika E & Surette, Brian J, 1998. "Gender Differences in the Allocation of Assets in Retirement Savings Plans," American Economic Review, American Economic Association, vol. 88(2), pages 207-211, May.
    28. Kroll, Yoram & Levy, Haim & Rapoport, Amnon, 1988. "Experimental Tests of the Separation Theorem and the Capital Asset Pricing Model," American Economic Review, American Economic Association, vol. 78(3), pages 500-519, June.
    29. Mark Grinblatt & Matti Keloharju & Juhani Linnainmaa, 2011. "IQ and Stock Market Participation," Journal of Finance, American Finance Association, vol. 66(6), pages 2121-2164, December.
    30. Tversky, Amos & Kahneman, Daniel, 1986. "Rational Choice and the Framing of Decisions," The Journal of Business, University of Chicago Press, vol. 59(4), pages 251-278, October.
    31. Kaisa Herne, 1999. "The Effects of Decoy Gambles on Individual Choice," Experimental Economics, Springer;Economic Science Association, vol. 2(1), pages 31-40, August.
    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. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    2. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    3. 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).
    4. Baeckström, Ylva & Marsh, Ian W. & Silvester, Joanne, 2021. "Financial advice and gender: Wealthy individual investors in the UK," Journal of Corporate Finance, Elsevier, vol. 71(C).
    5. 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.
    6. James Alm & Carolyn J. Bourdeaux, 2013. "Applying Behavioral Economics to the Public Sector," Hacienda Pública Española / Review of Public Economics, IEF, vol. 206(3), pages 91-134, September.
    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. Alexander M. Chinco & Samuel M. Hartzmark & Abigail B. Sussman, 2020. "Necessary Evidence For A Risk Factor’s Relevance," NBER Working Papers 27227, National Bureau of Economic Research, Inc.
    9. Michael P. Keane & Susan Thorp, 2016. "Complex Decision Making: The Roles of Cognitive Limitations, Cognitive Decline and Ageing," Economics Papers 2016-W10, Economics Group, Nuffield College, University of Oxford.
    10. Tirole, Jean, 2002. "Rational irrationality: Some economics of self-management," European Economic Review, Elsevier, vol. 46(4-5), pages 633-655, May.
    11. Degeorge, Francois & Jenter, Dirk & Moel, Alberto & Tufano, Peter, 2004. "Selling company shares to reluctant employees: France Telecom's experience," Journal of Financial Economics, Elsevier, vol. 71(1), pages 169-202, January.
    12. Bhandari, Gokul & Deaves, Richard, 2008. "Misinformed and informed asset allocation decisions of self-directed retirement plan members," Journal of Economic Psychology, Elsevier, vol. 29(4), pages 473-490, August.
    13. Weber, Martin & Camerer, Colin F., 1998. "The disposition effect in securities trading: an experimental analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 33(2), pages 167-184, January.
    14. Keane, M.P. & Thorp, S., 2016. "Complex Decision Making," Handbook of the Economics of Population Aging, in: Piggott, John & Woodland, Alan (ed.), Handbook of the Economics of Population Aging, edition 1, volume 1, chapter 0, pages 661-709, Elsevier.
    15. Michael Ungeheuer & Martin Weber, 2021. "The Perception of Dependence, Investment Decisions, and Stock Prices," Journal of Finance, American Finance Association, vol. 76(2), pages 797-844, April.
    16. Gottlieb, Daniel, 2014. "Imperfect memory and choice under risk," Games and Economic Behavior, Elsevier, vol. 85(C), pages 127-158.
    17. Gary V. Engelhardt & Anil Kumar, 2007. "Employer Matching and 401(k) Saving: Evidence from the Health and Retirement Study," NBER Chapters, in: Public Policy and Retirement, Trans-Atlantic Public Economics Seminar (TAPES), pages 1920-1943, National Bureau of Economic Research, Inc.
    18. Irina Gemmo & Pierre-Carl Michaud & Olivia S. Mitchell, 2023. "Selection into Financial Education and Effects on Portfolio Choice," NBER Working Papers 31682, National Bureau of Economic Research, Inc.
    19. Nicolas Aubert & Thomas Rapp, 2008. "Les salariés actionnaires:pourquoi investissent-ils dans leur entreprise?," Revue Finance Contrôle Stratégie, revues.org, vol. 11(4), pages 87-110, December.
    20. repec:use:tkiwps:2323 is not listed on IDEAS
    21. Jian Li & Alexis Meyer‐Cirkel, 2021. "Promoting financial literacy through a digital platform: A pilot study in Luxembourg," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 73-87, January.

    More about this item

    JEL classification:

    • G4 - Financial Economics - - Behavioral Finance
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:nbr:nberwo:25046. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.