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Testing source influence on ambiguity reaction: Preference and insensitivity

Author

Listed:
  • Gianna Lotito

    (Università degli Studi di Torino)

  • Anna Maffioletti

    (Università degli Studi di Torino)

  • Michele Santoni

    (Università degli Studi di Milano)

Abstract

This study investigated whether different sources of uncertainty exert different influences on both the ambiguity aversion/preference and ambiguity-generated insensitivity to likelihood changes. These two dimensions of ambiguity attitude were measured using matching probabilities for three-fold partitioned events without needing information about subjective likelihoods. Our experiment was held in Rome, and we ran six sessions with three different treatments associated with diverse natural sources of uncertainty (i.e., the COVID-19 pandemic, sovereign interest spread, and football matches) considering different national scenarios (France and Italy). The experimental hypothesis was that each decision context could be characterised by different degrees of emotional involvement and different knowledge/competence of the participants. Additionally, all the participants faced an artificial source of uncertainty, which was always represented by the original Ellsberg’s three-colour problem framed in the same way as the natural source of uncertainty. The study found that, within treatments, participants were generally more ambiguity-averse (they did not like uncertainty) when facing the artificial source than natural sources of uncertainty. However, they were less sensitive to likelihood changes (i.e., cognitively less able to assess changes in probability levels) for natural than artificial sources. Our findings provide partial evidence in favour of source preference with stronger ambiguity aversion for the Ellsberg scenario than the natural ones in two out of three natural sources; hence, our paper shows that ambiguity aversion/preference depends on the source of uncertainty. Moreover, our results provide strong evidence in favour of source sensitivity; thereby, ambiguity-generated insensitivity is influenced by the inner characteristics of the different natural sources of uncertainty.

Suggested Citation

  • Gianna Lotito & Anna Maffioletti & Michele Santoni, 2024. "Testing source influence on ambiguity reaction: Preference and insensitivity," Journal of Risk and Uncertainty, Springer, vol. 69(3), pages 349-411, December.
  • Handle: RePEc:kap:jrisku:v:69:y:2024:i:3:d:10.1007_s11166-024-09444-4
    DOI: 10.1007/s11166-024-09444-4
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    1. Baillon, Aurélien & Koellinger, Philipp D. & Treffers, Theresa, 2016. "Sadder but wiser: The effects of emotional states on ambiguity attitudes," Journal of Economic Psychology, Elsevier, vol. 53(C), pages 67-82.
    2. Segal, Uzi, 1990. "Two-Stage Lotteries without the Reduction Axiom," Econometrica, Econometric Society, vol. 58(2), pages 349-377, March.
    3. Johanna Etner & Meglena Jeleva & Jean‐Marc Tallon, 2012. "Decision Theory Under Ambiguity," Journal of Economic Surveys, Wiley Blackwell, vol. 26(2), pages 234-270, April.
    4. Aurélien Baillon & Yoram Halevy & Chen Li, 2022. "Experimental elicitation of ambiguity attitude using the random incentive system," Experimental Economics, Springer;Economic Science Association, vol. 25(3), pages 1002-1023, June.
    5. Enrico Rubaltelli & Rino Rumiati & Paul Slovic, 2010. "Do ambiguity avoidance and the comparative ignorance hypothesis depend on people’s affective reactions?," Journal of Risk and Uncertainty, Springer, vol. 40(3), pages 243-254, June.
    6. Kanin Anantanasuwong & Roy Kouwenberg & Olivia S. Mitchell & Kim Peijnenburg, 2024. "Ambiguity attitudes for real-world sources: field evidence from a large sample of investors," Experimental Economics, Springer;Economic Science Association, vol. 27(3), pages 548-581, July.
    7. Hans-Martin von Gaudecker & Axel Wogrolly & Christian Zimpelmann, 2021. "The Distribution of Ambiguity Attitudes," CRC TR 224 Discussion Paper Series crctr224_2021_272, University of Bonn and University of Mannheim, Germany.
    8. Aurélien Baillon & Yoram Halevy & Chen Li, 2022. "Randomize at Your Own Risk: On the Observability of Ambiguity Aversion," Econometrica, Econometric Society, vol. 90(3), pages 1085-1107, May.
    9. Mohammed Abdellaoui & Aurelien Baillon & Laetitia Placido & Peter P. Wakker, 2011. "The Rich Domain of Uncertainty: Source Functions and Their Experimental Implementation," American Economic Review, American Economic Association, vol. 101(2), pages 695-723, April.
    10. Chow, Clare Chua & Sarin, Rakesh K, 2001. "Comparative Ignorance and the Ellsberg Paradox," Journal of Risk and Uncertainty, Springer, vol. 22(2), pages 129-139, March.
    11. Henkel, Luca, 2024. "Experimental evidence on the relationship between perceived ambiguity and likelihood insensitivity," Games and Economic Behavior, Elsevier, vol. 145(C), pages 312-338.
    12. Charness, Gary & Dave, Chetan, 2017. "Confirmation bias with motivated beliefs," Games and Economic Behavior, Elsevier, vol. 104(C), pages 1-23.
    13. Camerer, Colin & Weber, Martin, 1992. "Recent Developments in Modeling Preferences: Uncertainty and Ambiguity," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 325-370, October.
    14. repec:bon:boncrc:crctr224_2022_272v2 is not listed on IDEAS
    15. Peijnenburg, Kim & Anantanasuwong, Kanin & Kouwenberg, Roy & Mitchell, Olivia S, 2019. "Ambiguity Attitudes about Investments: Evidence from the Field," CEPR Discussion Papers 13518, C.E.P.R. Discussion Papers.
    16. Yoram Halevy, 2007. "Ellsberg Revisited: An Experimental Study," Econometrica, Econometric Society, vol. 75(2), pages 503-536, March.
    17. Anna Maffioletti, "undated". "Evaluating Lotteries with Unreliable Probabilities: an Experimental Test of Explanations for the Ellsberg Paradox," Discussion Papers 95/1, Department of Economics, University of York.
    18. Marciano Siniscalchi, 2009. "Vector Expected Utility and Attitudes Toward Variation," Econometrica, Econometric Society, vol. 77(3), pages 801-855, May.
    19. Cédric Gutierrez & Emmanuel Kemel, 2024. "Measuring natural source dependence," Post-Print hal-04866878, HAL.
    20. Anna Maffioletti & Michele Santoni, 2019. "Emotion and Knowledge in Decision Making under Uncertainty," Games, MDPI, vol. 10(4), pages 1-28, September.
    21. Zhihua Li & Julia Müller & Peter P. Wakker & Tong V. Wang, 2018. "The Rich Domain of Ambiguity Explored," Management Science, INFORMS, vol. 64(7), pages 3227-3240, July.
    22. Chen Li, 2017. "Are the poor worse at dealing with ambiguity?," Journal of Risk and Uncertainty, Springer, vol. 54(3), pages 239-268, June.
    23. repec:hal:pseose:halshs-00643580 is not listed on IDEAS
    24. Masahide Watanabe & Toshio Fujimi, 2024. "Ambiguity attitudes toward natural and artificial sources in gain and loss domains," Journal of Risk and Uncertainty, Springer, vol. 68(1), pages 51-75, February.
    25. Craig R. Fox & Amos Tversky, 1995. "Ambiguity Aversion and Comparative Ignorance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 585-603.
    26. Baillon, Aurélien & Bleichrodt, Han & Li, Chen & Wakker, Peter P., 2021. "Belief hedges: Measuring ambiguity for all events and all models," Journal of Economic Theory, Elsevier, vol. 198(C).
    27. Cédric Gutierrez & Emmanuel Kemel, 2024. "Measuring natural source dependence," Experimental Economics, Springer;Economic Science Association, vol. 27(2), pages 379-416, April.
    28. George Wu & Richard Gonzalez, 1999. "Nonlinear Decision Weights in Choice Under Uncertainty," Management Science, INFORMS, vol. 45(1), pages 74-85, January.
    29. Aurélien Baillon & Zhenxing Huang & Asli Selim & Peter P. Wakker, 2018. "Measuring Ambiguity Attitudes for All (Natural) Events," Econometrica, Econometric Society, vol. 86(5), pages 1839-1858, September.
    30. Aurélien Baillon & Han Bleichrodt, 2015. "Testing Ambiguity Models through the Measurement of Probabilities for Gains and Losses," American Economic Journal: Microeconomics, American Economic Association, vol. 7(2), pages 77-100, May.
    31. Stephen G. Dimmock & Roy Kouwenberg & Peter P. Wakker, 2016. "Ambiguity Attitudes in a Large Representative Sample," Management Science, INFORMS, vol. 62(5), pages 1363-1380, May.
    32. Mark J. Machina, 2014. "Ambiguity Aversion with Three or More Outcomes," American Economic Review, American Economic Association, vol. 104(12), pages 3814-3840, December.
    33. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(4), pages 643-669.
    34. Baillon, Aurélien & Placido, Lætitia, 2019. "Testing constant absolute and relative ambiguity aversion," Journal of Economic Theory, Elsevier, vol. 181(C), pages 309-332.
    35. Bade, Sophie, 2015. "Randomization devices and the elicitation of ambiguity-averse preferences," Journal of Economic Theory, Elsevier, vol. 159(PA), pages 221-235.
    36. Cathleen Johnson & Aurélien Baillon & Han Bleichrodt & Zhihua Li & Dennie Dolder & Peter P. Wakker, 2021. "Prince: An improved method for measuring incentivized preferences," Journal of Risk and Uncertainty, Springer, vol. 62(1), pages 1-28, February.
    37. Li, Chen & Turmunkh, Uyanga & Wakker, Peter P., 2020. "Social and strategic ambiguity versus betrayal aversion," Games and Economic Behavior, Elsevier, vol. 123(C), pages 272-287.
    38. Oechssler, Jörg & Rau, Hannes & Roomets, Alex, 2019. "Hedging, ambiguity, and the reversal of order axiom," Games and Economic Behavior, Elsevier, vol. 117(C), pages 380-387.
    39. Greiner, Ben, 2004. "An Online Recruitment System for Economic Experiments," MPRA Paper 13513, University Library of Munich, Germany.
    40. Craig R. Fox & Amos Tversky, 1998. "A Belief-Based Account of Decision Under Uncertainty," Management Science, INFORMS, vol. 44(7), pages 879-895, July.
    41. Michael Kilka & Martin Weber, 2001. "What Determines the Shape of the Probability Weighting Function Under Uncertainty?," Management Science, INFORMS, vol. 47(12), pages 1712-1726, December.
    42. Heath, Chip & Tversky, Amos, 1991. "Preference and Belief: Ambiguity and Competence in Choice under Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 4(1), pages 5-28, January.
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    Cited by:

    1. Chen, Daniel L., 2024. "Is ambiguity aversion a preference? Ambiguity aversion without asymmetric information," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 111(C).

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    More about this item

    Keywords

    Natural sources of ambiguity; Artificial sources of ambiguity; Source preference; Source sensitivity; Ellsberg paradox;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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