IDEAS home Printed from https://ideas.repec.org/p/rco/dpaper/276.html
   My bibliography  Save this paper

Do Robo-Advisors Make Us Better Investors?

Author

Listed:
  • Back, Camila

    (LMU Munich)

  • Morana, Stefan

    (Saarland University)

  • Spann, Martin

    (LMU Munich)

Abstract

Investors increasingly can obtain assistance from “robo-advisors,” artificial intelligence–enabled digitalized service agents imbued with anthropomorphic design elements that can communicate using natural language. The present article considers the impact of anthropomorphized robo-advisors on investment decisions, with a focus on their ability to mitigate investors’ behavioral biases. We study the well-documented disposition effect, which reflects investors’ greater propensity to realize past gains than past losses. In two induced-value laboratory experiments, the availability of a robo-advisor reduces (i.e., mitigates) investors’ disposition effect. This relationship is mediated by two simultaneous (indirect) effects: the extent of requests for the robo-advisor’s investment advice and perceptions of its socialness. These findings resonate with cognitive dissonance theory, which predicts that assigning responsibility to the advisor helps investors resolve a sense of discomfort that may arise after a financial loss. Anthropomorphic design elements alone are not sufficient to reduce the disposition effect, but they decrease investors’ propensity to seek advice, which offsets the positive (indirect) effect of perceived socialness. These results have implications for the ongoing automation of advisory services, as well as for improving decision making, and suggest some further research directions.

Suggested Citation

  • Back, Camila & Morana, Stefan & Spann, Martin, 2021. "Do Robo-Advisors Make Us Better Investors?," Rationality and Competition Discussion Paper Series 276, CRC TRR 190 Rationality and Competition.
  • Handle: RePEc:rco:dpaper:276
    as

    Download full text from publisher

    File URL: https://rationality-and-competition.de/wp-content/uploads/2021/02/276.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    2. Rau, Holger A., 2015. "The disposition effect in team investment decisions: Experimental evidence," University of Göttingen Working Papers in Economics 256, University of Goettingen, Department of Economics.
    3. Annamarie Lusardi & Olivia S. Mitchell, 2005. "Financial Literacy and Planning: Implications for Retirement Wellbeing," Working Papers wp108, University of Michigan, Michigan Retirement Research Center.
    4. Rau, Holger A., 2015. "The disposition effect in team investment decisions: Experimental evidence," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 272-282.
    5. D. Harrison McKnight & Vivek Choudhury & Charles Kacmar, 2002. "Developing and Validating Trust Measures for e-Commerce: An Integrative Typology," Information Systems Research, INFORMS, vol. 13(3), pages 334-359, September.
    6. Kirsten Passyn & Mita Sujan, 2006. "Self-Accountability Emotions and Fear Appeals: Motivating Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 32(4), pages 583-589, March.
    7. Simon Gächter & Eric J. Johnson & Andreas Herrmann, 2022. "Individual-level loss aversion in riskless and risky choices," Theory and Decision, Springer, vol. 92(3), pages 599-624, April.
    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. Elisabeth Vollmer & Daniel Hermann & Oliver Musshoff, 2019. "The disposition effect in farmers’ selling behavior: an experimental investigation," Agricultural Economics, International Association of Agricultural Economists, vol. 50(2), pages 177-189, March.
    2. Hermann, Daniel & Mußhoff, Oliver & Rau, Holger A., 2019. "The disposition effect when deciding on behalf of others," Journal of Economic Psychology, Elsevier, vol. 74(C).
    3. Liêu, L.M. & Pelster, M., 2020. "Framing and the disposition effect in a scopic regime," The Quarterly Review of Economics and Finance, Elsevier, vol. 78(C), pages 175-185.
    4. Minh-Lý Liêu, 2021. "Peer attention and the disposition effect," Working Papers Dissertations 81, Paderborn University, Faculty of Business Administration and Economics.
    5. Back, Camila & Morana, Stefan & Spann, Martin, 2023. "When do robo-advisors make us better investors? The impact of social design elements on investor behavior," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 103(C).
    6. Kirchler, Michael & Lindner, Florian & Weitzel, Utz, 2020. "Delegated investment decisions and rankings," Journal of Banking & Finance, Elsevier, vol. 120(C).
    7. Englmaier, Florian & Grimm, Stefan & Schindler, David & Schudy, Simeon, 2018. "The Effect of Incentives in Non-Routine Analytical Team Tasks – Evidence from a Field Experiment," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168286, Verein für Socialpolitik / German Economic Association.
    8. Prado, Melissa & Evans, Richard B. & Zambrana, Rafael, 2020. "Identity, Diversity, and Team Performance: Evidence from U.S. Mutual Funds," CEPR Discussion Papers 14305, C.E.P.R. Discussion Papers.
    9. Davidoff, Thomas & Gerhard, Patrick & Post, Thomas, 2017. "Reverse mortgages: What homeowners (don’t) know and how it matters," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 151-171.
    10. Laura Hueber & Rene Schwaiger, 2021. "Debiasing Through Experience Sampling: The Case of Myopic Loss Aversion," Working Papers 2021-01, Faculty of Economics and Statistics, Universität Innsbruck.
    11. Giovanni Gallo & Costanza Torricelli & Arthur van Soest, 2016. "Individual heterogeneity and pension choices: How to communicate an effective message?," Center for the Analysis of Public Policies (CAPP) 0136, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    12. Michael Kirchler & Florian Lindner & Utz Weitzel, 2018. "Delegated Decision Making and Social Competition in the Finance Industry," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2018_08, Max Planck Institute for Research on Collective Goods.
    13. Brosig-Koch, Jeannette & Griebenow, Malte & Kifmann, Mathias & Then, Franziska, 2022. "Rewards for information provision in patient referrals: A theoretical model and an experimental test," Journal of Health Economics, Elsevier, vol. 86(C).
    14. Sebastian Bachler & Felix Holzmeister & Michael Razen & Matthias Stefan, 2021. "The Impact of Presentation Format and Choice Architecture on Portfolio Allocations: Experimental Evidence," Working Papers 2021-15, Faculty of Economics and Statistics, Universität Innsbruck.
    15. Backes-Gellner, Uschi & Herz, Holger & Kosfeld, Michael & Oswald, Yvonne, 2021. "Do preferences and biases predict life outcomes? Evidence from education and labor market entry decisions," European Economic Review, Elsevier, vol. 134(C).
    16. Holzmeister, Felix, 2017. "oTree: Ready-made apps for risk preference elicitation methods," Journal of Behavioral and Experimental Finance, Elsevier, vol. 16(C), pages 33-38.
    17. Timm Teubner & Marc T. P. Adam & Florian Hawlitschek, 2020. "Unlocking Online Reputation," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 62(6), pages 501-513, December.
    18. Beatrice Boumda & Darren Duxbury & Cristina Ortiz & Luis Vicente, 2021. "Do Socially Responsible Investment Funds Sell Losses and Ride Gains? The Disposition Effect in SRI Funds," Sustainability, MDPI, vol. 13(15), pages 1-14, July.
    19. Paolo Crosetto & Antonio Filippin, 2013. "The “bomb” risk elicitation task," Journal of Risk and Uncertainty, Springer, vol. 47(1), pages 31-65, August.
    20. Christoph Breunig & Steffen Huck & Tobias Schmidt & Georg Weizsäcker, 2021. "The Standard Portfolio Choice Problem in Germany," The Economic Journal, Royal Economic Society, vol. 131(638), pages 2413-2446.

    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:rco:dpaper:276. 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: Viviana Lalli (email available below). General contact details of provider: https://rationality-and-competition.de .

    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.