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The salience of informed risk: an experimental analysis

Author

Listed:
  • Marco Santorsola
  • Rocco Caferra
  • Andrea Morone

Abstract

Purpose - Expanding on the real-world financial market framework and considering the current market turmoil, with cryptocurrencies (where contracts for difference (CFDs) are extremely common) (Hassoet al., 2019) displaying unprecedented volatility, the authors aim to test in an online laboratory setting whether displaying a risk warning message is truly effective in reducing the level of risk taken and whether the placement of this method makes a difference. Design/methodology/approach - To explore the impact of risk disclosure framing on risk-taking behavior, the authors conducted an online pair-wise lottery choice experiment. In addition to manipulating risk awareness through the presence or absence of risk warning messages of varying intensity, the authors also considered dynamic inconsistency, cognitive ability and questionnaire-based financial risk tolerance (FRT) scores. The authors aimed to identify potential relationships between these variables and experimentally elicited risk aversion. The authors' study offers valuable insights into the complex nature of risky decision-making and sheds light on the importance of considering dynamic inconsistency in addition to risk awareness and aversion. Findings - The authors' results provide statistical evidence for the efficacy of informative and very salient messages in mitigating risky decision, hinting at several policy implications. The authors also provide some statistical evidence in support of the relationship between cognitive abilities and risk preferences. The authors detect that individual with low cognitive abilities scores display great risk aversion. Originality/value - This study investigates the impact of risk warning messages on investment decisions in an online laboratory setting – a unique approach. However, the authors go beyond this and also examine the potential influence of dynamic inconsistency on decision-making, adding further value to the literature on this topic. To ensure a comprehensive understanding of the participants, the authors collect data on cognitive ability and FRT using questionnaires. This study provides a simple and cost-effective framework that can be easily replicated in future research – a valuable contribution to the field.

Suggested Citation

  • Marco Santorsola & Rocco Caferra & Andrea Morone, 2023. "The salience of informed risk: an experimental analysis," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 51(9), pages 21-35, June.
  • Handle: RePEc:eme:jespps:jes-09-2022-0483
    DOI: 10.1108/JES-09-2022-0483
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    1. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-1260, June.
    2. Louis Lévy-Garboua & Hela Maafi & David Masclet & Antoine Terracol, 2012. "Risk aversion and framing effects," Experimental Economics, Springer;Economic Science Association, vol. 15(1), pages 128-144, March.
    3. Yaari, Menahem E, 1987. "The Dual Theory of Choice under Risk," Econometrica, Econometric Society, vol. 55(1), pages 95-115, January.
    4. Golo-Friedrich Bauermeister & Oliver Mußhoff, 2019. "Multiple switching behaviour in different display formats of multiple price lists," Applied Economics Letters, Taylor & Francis Journals, vol. 26(1), pages 58-63, January.
    5. Ola Andersson & Håkan J. Holm & Jean-Robert Tyran & Erik Wengström, 2016. "Risk Aversion Relates to Cognitive Ability: Preferences Or Noise?," Journal of the European Economic Association, European Economic Association, vol. 14(5), pages 1129-1154.
    6. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2013. "Salience and Consumer Choice," Journal of Political Economy, University of Chicago Press, vol. 121(5), pages 803-843.
    7. Francesco Guala & Luigi Mittone, 2005. "Experiments in economics: External validity and the robustness of phenomena," Journal of Economic Methodology, Taylor & Francis Journals, vol. 12(4), pages 495-515.
    8. Barberis, Nicholas & Thaler, Richard, 2003. "A survey of behavioral finance," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 18, pages 1053-1128, Elsevier.
    9. Hong, Chew Soo & Karni, Edi & Safra, Zvi, 1987. "Risk aversion in the theory of expected utility with rank dependent probabilities," Journal of Economic Theory, Elsevier, vol. 42(2), pages 370-381, August.
    10. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2012. "Salience Theory of Choice Under Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1243-1285.
    11. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2016. "Competition for Attention," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 481-513.
    12. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    13. Steffen Andersen & Glenn Harrison & Morten Lau & E. Rutström, 2009. "Elicitation using multiple price list formats," Experimental Economics, Springer;Economic Science Association, vol. 12(3), pages 365-366, September.
    14. Ola Andersson & Håkan J. Holm & Jean-Robert Tyran & Erik Wengström, 2020. "Robust inference in risk elicitation tasks," Journal of Risk and Uncertainty, Springer, vol. 61(3), pages 195-209, December.
    15. Hasso, Tim & Pelster, Matthias & Breitmayer, Bastian, 2019. "Who trades cryptocurrencies, how do they trade it, and how do they perform? Evidence from brokerage accounts," Journal of Behavioral and Experimental Finance, Elsevier, vol. 23(C), pages 64-74.
    16. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    17. Matthew Taylor, 2013. "Bias and brains: Risk aversion and cognitive ability across real and hypothetical settings," Journal of Risk and Uncertainty, Springer, vol. 46(3), pages 299-320, June.
    18. Van Schie, Els C. M. & Van Der Pligt, Joop, 1995. "Influencing Risk Preference in Decision Making: The Effects of Framing and Salience," Organizational Behavior and Human Decision Processes, Elsevier, vol. 63(3), pages 264-275, September.
    19. Gainsbury, Sally M. & Aro, David & Ball, Dianne & Tobar, Christian & Russell, Alex, 2015. "Optimal content for warning messages to enhance consumer decision making and reduce problem gambling," Journal of Business Research, Elsevier, vol. 68(10), pages 2093-2101.
    20. repec:hal:pseose:hal-00617673 is not listed on IDEAS
    21. Robert Faff & Daniel Mulino & Daniel Chai, 2008. "On The Linkage Between Financial Risk Tolerance And Risk Aversion," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 31(1), pages 1-23, March.
    22. Machina, Mark J, 1987. "Choice under Uncertainty: Problems Solved and Unsolved," Journal of Economic Perspectives, American Economic Association, vol. 1(1), pages 121-154, Summer.
    23. Charness, Gary & Gneezy, Uri & Imas, Alex, 2013. "Experimental methods: Eliciting risk preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 87(C), pages 43-51.
    24. Chetan Dave & Catherine Eckel & Cathleen Johnson & Christian Rojas, 2010. "Eliciting risk preferences: When is simple better?," Journal of Risk and Uncertainty, Springer, vol. 41(3), pages 219-243, December.
    25. Chi Wai Yu & Y. Jane Zhang & Sharon Xuejing Zuo, 2021. "Multiple Switching and Data Quality in the Multiple Price List," The Review of Economics and Statistics, MIT Press, vol. 103(1), pages 136-150, March.
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    More about this item

    Keywords

    Individual decision-making; Risk; Dynamic inconsistency; Experimental economics; Information effect; Finance;
    All these keywords.

    JEL classification:

    • C9 - Mathematical and Quantitative Methods - - Design of Experiments

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