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Ambiguity Attitudes in a Large Representative Sample

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Cited by:

  1. 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.
  2. Soo Hong Chew & Junjian Yi & Junsen Zhang & Songfa Zhong, 2018. "Risk Aversion and Son Preference: Experimental Evidence from Chinese Twin Parents," Management Science, INFORMS, vol. 64(8), pages 3896-3910, August.
  3. Aljoscha Minnich & Andreas Lange, 2025. "Ambiguity attitudes of individuals and groups in gain and loss domains," Theory and Decision, Springer, vol. 98(3), pages 373-403, May.
  4. 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.
  5. Mohamed El Guide & Yassine Kaouane & Sonia Mun & Hayat Zouiten, 2025. "Attitudes towards natural sources of uncertainty for gains and losses," Theory and Decision, Springer, vol. 98(3), pages 405-445, May.
  6. Zhang, Yu, 2022. "Subjective beliefs and ambiguity aversion," Economics Letters, Elsevier, vol. 212(C).
  7. Elena Cettolin & Arno Riedl & Giang Tran, 2017. "Giving in the face of risk," Journal of Risk and Uncertainty, Springer, vol. 55(2), pages 95-118, December.
  8. Alex Voorhoeve & Ken Binmore & Arnaldur Stefansson & Lisa Stewart, 2016. "Ambiguity attitudes, framing, and consistency," Theory and Decision, Springer, vol. 81(3), pages 313-337, September.
  9. Fast, Victoria & Sachs, Nikolai & Schnurr, Daniel, 2021. "Privacy Decision-Making in Digital Markets: Eliciting Individuals' Preferences for Transparency," 23rd ITS Biennial Conference, Online Conference / Gothenburg 2021. Digital societies and industrial transformations: Policies, markets, and technologies in a post-Covid world 238020, International Telecommunications Society (ITS).
  10. 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.
  11. Watanabe, Masahide & Fujimi, Toshio, 2022. "Ambiguity of scientific probability predictions and willingness-to-pay for climate change mitigation policies," Research in Economics, Elsevier, vol. 76(4), pages 386-402.
  12. Antoine Billot & Sujoy Mukerji & Jean-Marc Tallon, 2020. "Market Allocations under Ambiguity: A Survey," Revue économique, Presses de Sciences-Po, vol. 71(2), pages 267-282.
  13. Fan Wang, 2022. "Rank-Dependent Utility Under Multiple Priors," Management Science, INFORMS, vol. 68(11), pages 8166-8183, November.
  14. Dmitri Vinogradov & Yousef Makhlouf, 2021. "Signaling probabilities in ambiguity: who reacts to vague news?," Theory and Decision, Springer, vol. 90(3), pages 371-404, May.
  15. Cheng, Xiu & Long, Ruyin & Wu, Fan & Geng, Jichao & Yang, Jiameng, 2023. "How social interaction shapes habitual and occasional low-carbon consumption behaviors: Evidence from ten cities in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 182(C).
  16. 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.
  17. Mehmet Kutluay & Roy Brouwer & Richard S. J. Tol, 2017. "Preference updating in public health risk valuation," Working Paper Series 1517, Department of Economics, University of Sussex Business School.
  18. Li, Jiangyan & Fairley, Kim & Fenneman, Achiel, 2024. "Does it matter how we produce ambiguity in experiments?," MPRA Paper 122336, University Library of Munich, Germany.
  19. Brice Corgnet & Camille Cornand & Nobuyuki Hanaki, 2024. "Negative Tail Events, Emotions and Risk Taking," The Economic Journal, Royal Economic Society, vol. 134(658), pages 538-578.
  20. Ilke Aydogan & Yu Gao, 2020. "Experience and rationality under risk: re-examining the impact of sampling experience," Experimental Economics, Springer;Economic Science Association, vol. 23(4), pages 1100-1128, December.
  21. Berger, Loïc & Bosetti, Valentina, 2020. "Characterizing ambiguity attitudes using model uncertainty," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 621-637.
  22. Victor Stango & Joanne Yoong & Jonathan Zinman, 2017. "Quicksand or Bedrock for Behavioral Economics? Assessing Foundational Empirical Questions," NBER Working Papers 23625, National Bureau of Economic Research, Inc.
  23. Anna Maffioletti & Michele Santoni, 2019. "Emotion and Knowledge in Decision Making under Uncertainty," Games, MDPI, vol. 10(4), pages 1-28, September.
  24. Ahsanuzzaman, & Priyo, Asad Karim Khan & Nuzhat, Kanti Ananta, 2022. "Effects of communication, group selection, and social learning on risk and ambiguity attitudes: Experimental evidence from Bangladesh," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 96(C).
  25. Brice Corgnet & Camille Cornand & Nobuyuki Hanaki, 2020. "Negative Tail Events, Emotions & Risk Taking," Working Papers 2016, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
  26. König-Kersting, Christian & Kops, Christopher & Trautmann, Stefan T., 2023. "A test of (weak) certainty independence," Journal of Economic Theory, Elsevier, vol. 209(C).
  27. Agarwal, Vikas & Arisoy, Y. Eser & Naik, Narayan Y., 2017. "Volatility of aggregate volatility and hedge fund returns," Journal of Financial Economics, Elsevier, vol. 125(3), pages 491-510.
  28. Joselyne Najera & Paula Arzadun & Monica Navarro & Martin Solis, 2018. "High-Quality Input Choice under Uncertainty and Ambiguity: An Exploratory Study of Costa Rica's Coffee Sector," Journal of Economics and Behavioral Studies, AMH International, vol. 10(5), pages 156-166.
  29. 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).
  30. Chiaki Hara, 2023. "Arrow-Pratt-Type Measure of Ambiguity Aversion," KIER Working Papers 1097, Kyoto University, Institute of Economic Research.
  31. David Landriault & Bin Li & Hong Li & Yuanyuan Zhang, 2024. "Contract Structure and Risk Aversion in Longevity Risk Transfers," Papers 2409.08914, arXiv.org.
  32. Mengxing Wei & Ali al-Nowaihi & Sanjit Dhami, 2017. "Can quantum decision theory explain the Ellsberg paradox?," Discussion Papers in Economics 17/07, Division of Economics, School of Business, University of Leicester.
  33. Dmitri V. Vinogradov & Michael J. Lamla & Yousef Makhlouf, 2024. "Survey-based expectations and uncertainty attitudes," Working Papers 2024_02, Business School - Economics, University of Glasgow.
  34. Victor Stango & Jonathan Zinman, 2019. "We Are All Behavioral, More or Less: Measuring and Using Consumer-Level Behavioral Sufficient Statistics," Working Papers 19-14, Federal Reserve Bank of Philadelphia.
  35. Federico Echenique & Taisuke Imai & Kota Saito, 2019. "Decision Making under Uncertainty: An Experimental Study in Market Settings," Papers 1911.00946, arXiv.org, revised May 2021.
  36. Ali al-Nowaihi & Sanjit Dhami, 2016. "The Ellsberg paradox: A challenge to quantum decision theory?," Discussion Papers in Economics 16/08, Division of Economics, School of Business, University of Leicester.
  37. Benjamin Enke & Thomas Graeber, 2019. "Cognitive Uncertainty," CESifo Working Paper Series 7971, CESifo.
  38. Robin Cubitt & Gijs Kuilen & Sujoy Mukerji, 2018. "The strength of sensitivity to ambiguity," Theory and Decision, Springer, vol. 85(3), pages 275-302, October.
  39. Cédric Gutierrez & Thomas Åstebro & Tomasz Obloj, 2020. "The Impact of Overconfidence and Ambiguity Attitude on Market Entry," Organization Science, INFORMS, vol. 31(2), pages 308-329, March.
  40. Aurélien Baillon & Philipp Koellinger & Theresa Treffers, 2014. "Sadder but wiser: The Effects of Affective States and Weather on Ambiguity Attitudes," Tinbergen Institute Discussion Papers 14-044/I, Tinbergen Institute.
  41. Dmitri Vinogradov & Yousef Makhlouf, 2017. "Signaling Probabilities in Ambiguity: on the impact of vague news," Working Papers 2017_12, Business School - Economics, University of Glasgow.
  42. Urs Fischbacher & Levent Neyse & David Richter & Carsten Schröder, 2024. "Adding household surveys to the behavioral economics toolbox: insights from the SOEP innovation sample," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 10(1), pages 136-151, June.
  43. Brice Corgnet & Camille Cornand & Nobuyuki Hanaki, 2020. "Tail events, emotions and risk taking," Working Papers halshs-02613344, HAL.
  44. Yating Chuang & John Chung-En Liu, 2020. "Who wears a mask? Gender differences in risk behaviors in the COVID-19 early days in Taiwan," Economics Bulletin, AccessEcon, vol. 40(4), pages 2619-2627.
  45. Ranoua Bouchouicha & Peter Martinsson & Haileselassie Medhin & Ferdinand M. Vieider, 2017. "Stake effects on ambiguity attitudes for gains and losses," Theory and Decision, Springer, vol. 83(1), pages 19-35, June.
  46. 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.
  47. Kıbrıs, Arzu & Cesur, Resul & Uler, Neslihan & Yıldırım, Sadullah, 2025. "Identifying the Impact of Exposure to Armed Conflict on Individual Preferences and Field Behavior : Evidence from Turkish Draft Veterans," QAPEC Discussion Papers 27, Quantitative and Analytical Political Economy Research Centre.
  48. Sanjit Dhami & Ali al-Nowaihi & Cass R. Sunstein, 2019. "Heuristics and Public Policy: Decision-making Under Bounded Rationality," Studies in Microeconomics, , vol. 7(1), pages 7-58, June.
  49. Cédric Gutierrez & Emmanuel Kemel, 2024. "Measuring natural source dependence," Experimental Economics, Springer;Economic Science Association, vol. 27(2), pages 379-416, April.
  50. Loic Berger & Valentina Bosetti, 2016. "Ellsberg Re-revisited: An Experiment Disentangling Model Uncertainty and Risk Aversion," Working Papers 2016.37, Fondazione Eni Enrico Mattei.
  51. Cédric Gutierrez & Emmanuel Kemel, 2021. "Measuring natural source dependence," Working Papers hal-03330409, HAL.
  52. Li, Zheng & Hensher, David A. & Zeng, Jingjing, 2022. "Travel choice behaviour under uncertainty in real-market settings: A source-dependent utility approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 168(C).
  53. Li, Wenhui & Ockenfels, Peter & Wilde, Christian, 2021. "The effect of ambiguity on price formation and trading behavior in financial markets," SAFE Working Paper Series 326, Leibniz Institute for Financial Research SAFE.
  54. Mohammed Abdellaoui & Horst Zank, 2023. "Source and rank-dependent utility," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 75(4), pages 949-981, May.
  55. Antonio Filippin & Marco Mantovani, 2023. "Risk aversion and information aggregation in binary‐asset markets," Quantitative Economics, Econometric Society, vol. 14(2), pages 753-798, May.
  56. Dierkes, Maik & Germer, Stephan & Sejdiu, Vulnet, 2020. "Probability distortion, asset prices, and economic growth," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 84(C).
  57. Fairley, Kim & Weitzel, Utz, 2017. "Ambiguity and risk measures in the lab and students’ real-life borrowing behavior," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 67(C), pages 85-98.
  58. Kocher, Martin G. & Lahno, Amrei Marie & Trautmann, Stefan T., 2018. "Ambiguity aversion is not universal," European Economic Review, Elsevier, vol. 101(C), pages 268-283.
  59. Baillon, Aurélien & Placido, Lætitia, 2019. "Testing constant absolute and relative ambiguity aversion," Journal of Economic Theory, Elsevier, vol. 181(C), pages 309-332.
  60. Minnich, Aljoscha & Roggenkamp, Hauke & Lange, Andreas, 2024. "Ambiguity attitudes and surprises: Experimental evidence on communicating new information within a large population sample," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
  61. Yoram Halevy & David Walker-Jones & Lanny Zrill, 2023. "Difficult Decisions," Working Papers tecipa-753, University of Toronto, Department of Economics.
  62. Ronald Klingebiel & Feibai Zhu, 2023. "Ambiguity aversion and the degree of ambiguity," Journal of Risk and Uncertainty, Springer, vol. 67(3), pages 299-324, December.
  63. Yu Gao & Zhenxing Huang & Ning Liu & Jia Yang, 2024. "Are physicians rational under ambiguity?," Journal of Risk and Uncertainty, Springer, vol. 68(2), pages 183-203, April.
  64. Keyu Wu & Ernst Fehr & Sean Hofland & Martin Schonger, 2024. "On the Psychological Foundations of Ambiguity and Compound Risk Aversion," CESifo Working Paper Series 11150, CESifo.
  65. Ulrich Schmidt & Horst Zank, 2022. "Chance theory: A separation of riskless and risky utility," Journal of Risk and Uncertainty, Springer, vol. 65(1), pages 1-32, August.
  66. Biener, Christian & Landmann, Andreas & Santana, Maria Isabel, 2019. "Contract nonperformance risk and uncertainty in insurance markets," Journal of Public Economics, Elsevier, vol. 175(C), pages 65-83.
  67. Yi Shen & Zachary Van Oosten & Ruodu Wang, 2024. "Partial Law Invariance and Risk Measures," Papers 2401.17265, arXiv.org, revised Dec 2024.
  68. Ilke Aydogan, 2021. "Prior Beliefs and Ambiguity Attitudes in Decision from Experience," Management Science, INFORMS, vol. 67(11), pages 6934-6945, November.
  69. Mohammed Abdellaoui & Han Bleichrodt & Enrico Diecidue & Horst Zank, 2022. "Introduction to the Special Issue in Honor of Peter Wakker," Theory and Decision, Springer, vol. 92(3), pages 433-444, April.
  70. Marco Mantovani & Antonio Filippin, 2024. "When do prediction markets return average beliefs? Experimental evidence," Working Papers 532, University of Milano-Bicocca, Department of Economics.
  71. Gianpaolo Parise & Kim Peijnenburg, 2017. "Understanding the determinants of financial outcomes and choices: the role of noncognitive abilities," BIS Working Papers 640, Bank for International Settlements.
  72. Özgümüs, Asri & Rau, Holger A. & Trautmann, Stefan T., 2024. "Delayed risk in individual and social decisions," Journal of Economic Psychology, Elsevier, vol. 102(C).
  73. Loic Berger & Valentina Bosetti, 2016. "Ellsberg Re-revisited: An Experiment Disentangling Model Uncertainty and Risk Aversion," Working Papers 2016.37, Fondazione Eni Enrico Mattei.
  74. Aljoscha Minnich & Andreas Lange, 2023. "Ambiguity Attitudes of Individuals and Groups in Gain and Loss Domains," CESifo Working Paper Series 10781, CESifo.
  75. 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.
  76. Oechssler, Jörg & Roomets, Alex, 2015. "A test of mechanical ambiguity," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 153-162.
  77. Chen Li & Uyanga Turmunkh & Peter P. Wakker, 2019. "Trust as a decision under ambiguity," Experimental Economics, Springer;Economic Science Association, vol. 22(1), pages 51-75, March.
  78. Christian A. Vossler & Dong Yan, 2019. "An Experimental Investigation of Updating under Ambiguity," Working Papers 2019-02, University of Tennessee, Department of Economics.
  79. Stephen G. Dimmock & Roy Kouwenberg & Olivia S. Mitchell & Kim Peijnenburg, 2013. "Ambiguity Aversion and Household Portfolio Choice: Empirical Evidence," NBER Working Papers 18743, National Bureau of Economic Research, Inc.
  80. Cecchi, Francesco & Lensink, Robert & Slingerland, Edwin, 2024. "Ambiguity attitudes and demand for weather index insurance with and without a credit bundle: experimental evidence from Kenya," Journal of Behavioral and Experimental Finance, Elsevier, vol. 41(C).
  81. Bergheim, Ralf & Roos, Michael W. M., 2013. "Intuition and Reasoning in Choosing Ambiguous and Risky Lotteries," Ruhr Economic Papers 440, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  82. Mohammed Abdellaoui & Han Bleichrodt & Cédric Gutierrez, 2023. "Unpacking Overconfident Behavior When Betting on Oneself," Post-Print hal-04383402, HAL.
  83. Ali al-Nowaihi & Sanjit Dhami & Mengxing Wei, 2018. "Quantum Decision Theory and the Ellsberg Paradox," CESifo Working Paper Series 7158, CESifo.
  84. Chu, Yinxiao, 2024. "Ambiguity and informativeness of (non-)trading," Games and Economic Behavior, Elsevier, vol. 148(C), pages 367-384.
  85. Aljoscha Minnich & Hauke Roggenkamp & Andreas Lange, 2023. "Ambiguity Attitudes and Surprises: Experimental Evidence on Communicating New Information within a Large Population Sample," CESifo Working Paper Series 10783, CESifo.
  86. Andreas Friedl & Patrick Ring & Ulrich Schmidt, 2017. "Gender differences in ambiguity aversion under different outcome correlation structures," Theory and Decision, Springer, vol. 82(2), pages 211-219, February.
  87. Aggarwal, Divya & Damodaran, Uday, 2020. "Ambiguity attitudes and myopic loss aversion: Experimental evidence using carnival games," Journal of Behavioral and Experimental Finance, Elsevier, vol. 25(C).
  88. Takashi Hayashi & Ryoko Wada, 2022. "Comparative risk and ambiguity aversion: an experimental approach," KIER Working Papers 1079, Kyoto University, Institute of Economic Research.
  89. Aurélien Baillon & Han Bleichrodt & Zhenxing Huang & Rogier Potter van Loon, 2017. "Measuring ambiguity attitude: (Extended) multiplier preferences for the American and the Dutch population," Journal of Risk and Uncertainty, Springer, vol. 54(3), pages 269-281, June.
  90. Claudia Ravanelli & Gregor Svindland, 2019. "Ambiguity sensitive preferences in Ellsberg frameworks," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 67(1), pages 53-89, February.
  91. Cédric Gutierrez & Emmanuel Kemel, 2024. "Measuring natural source dependence," Post-Print hal-04866878, HAL.
  92. Richard Karlsson Linnér & Manisha Jain, 2025. "“The risks cannot be compensated”: The willingness to donate DNA for science and its relationship with economic preferences," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 58(2), pages 515-547, May.
  93. Chen Li, 2017. "Are the poor worse at dealing with ambiguity?," Journal of Risk and Uncertainty, Springer, vol. 54(3), pages 239-268, June.
  94. Divya Aggarwal & Pitabas Mohanty, 2022. "Influence of imprecise information on risk and ambiguity preferences: Experimental evidence," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(4), pages 1025-1038, June.
  95. Mohammed Abdellaoui & Horst Zank, 2022. "Source and Rank-dependent Utility," Post-Print hal-03924295, HAL.
  96. Cordes, Simon & Dertwinkel-Kalt, Markus & Werner, Tobias, 2024. "What drives demand for loot boxes? An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
  97. Li, Wenhui & Wilde, Christian, 2021. "Separating the effects of beliefs and attitudes on pricing under ambiguity," SAFE Working Paper Series 311, Leibniz Institute for Financial Research SAFE.
  98. 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.
  99. Ahsanuzzaman, & Palm-Forster, Leah H. & Suter, Jordan F., 2022. "Experimental evidence of common pool resource use in the presence of uncertainty," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 139-160.
  100. Martín Egozcue & Luis Fuentes García & Ričardas Zitikis, 2023. "The Slicing Method: Determining Insensitivity Regions of Probability Weighting Functions," Computational Economics, Springer;Society for Computational Economics, vol. 61(4), pages 1369-1402, April.
  101. Voorhoeve, Alex & Binmore, Ken G & Stefansson, Arnaldur & Stewart, Lisa, 2016. "Ambiguity attitudes, framing, and consistency," LSE Research Online Documents on Economics 65577, London School of Economics and Political Science, LSE Library.
  102. Hans-Martin von Gaudecker & Axel Wogrolly & Christian Zimpelmann, 2022. "The Distribution and Relevance of Ambiguity Attitudes," CRC TR 224 Discussion Paper Series crctr224_2022_272v3, University of Bonn and University of Mannheim, Germany, revised Mar 2025.
  103. 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.
  104. Milo Bianchi & Jean-Marc Tallon, 2019. "Ambiguity Preferences and Portfolio Choices: Evidence from the Field," Management Science, INFORMS, vol. 65(4), pages 1486-1501, April.
  105. Stephen Dimmock & Roy Kouwenberg & Olivia Mitchell & Kim Peijnenburg, 2015. "Estimating ambiguity preferences and perceptions in multiple prior models: Evidence from the field," Journal of Risk and Uncertainty, Springer, vol. 51(3), pages 219-244, December.
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