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Comparing risk preferences over financial and environmental lotteries

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  • Mary Riddel

Abstract

This paper investigates whether preferences over environmental risks are best modeled using probability-weighted utility functions or can be reasonably approximated by expected utility (EU) or subjective EU models as is typically assumed. I elicit risk attitudes in the financial and environmental domains using multiple-price list experiment. I examine how subjects’ behavioral, attitudinal, and demographic characteristics affect their probability weighting functions first for financial risks, then for oil-spill risks. I find that most subjects tend to overweight extreme positive outcomes relative to expected utility in both the environmental and financial domains. Subjects are more likely to overemphasize low probability, extreme environmental outcomes than low probability, extreme financial outcomes, leading subjects to offer more support for mitigating environmental gambles than financial gambles with the same odds and equivalent outcomes. I conclude that EU models are likely to underestimate subjects’ willingness to pay for environmental cleanup programs or policies with uncertain outcomes. Copyright Springer Science+Business Media New York 2012

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  • Mary Riddel, 2012. "Comparing risk preferences over financial and environmental lotteries," Journal of Risk and Uncertainty, Springer, vol. 45(2), pages 135-157, October.
  • Handle: RePEc:kap:jrisku:v:45:y:2012:i:2:p:135-157
    DOI: 10.1007/s11166-012-9149-1
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    as
    1. Diecidue, Enrico & Wakker, Peter P, 2001. "On the Intuition of Rank-Dependent Utility," Journal of Risk and Uncertainty, Springer, vol. 23(3), pages 281-298, November.
    2. Camerer, Colin F & Hogarth, Robin M, 1999. "The Effects of Financial Incentives in Experiments: A Review and Capital-Labor-Production Framework," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 7-42, December.
    3. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    4. Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2007. "Estimating Risk Attitudes in Denmark: A Field Experiment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(2), pages 341-368, June.
    5. Han Bleichrodt & Jose Luis Pinto, 2000. "A Parameter-Free Elicitation of the Probability Weighting Function in Medical Decision Analysis," Management Science, INFORMS, vol. 46(11), pages 1485-1496, November.
    6. 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.
    7. Cameron, Trudy Ann, 2005. "Individual option prices for climate change mitigation," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 283-301, February.
    8. Peter Wakker & Daniel Deneffe, 1996. "Eliciting von Neumann-Morgenstern Utilities When Probabilities Are Distorted or Unknown," Management Science, INFORMS, vol. 42(8), pages 1131-1150, August.
    9. Mary Riddel & Sonja Kolstoe, 2013. "Heterogeneity in life-duration preferences: Are risky recreationists really more risk loving?," Journal of Risk and Uncertainty, Springer, vol. 46(2), pages 191-213, April.
    10. Shogren, Jason F. & Crocker, Thomas D., 1991. "Risk, self-protection, and ex ante economic value," Journal of Environmental Economics and Management, Elsevier, vol. 20(1), pages 1-15, January.
    11. Quiggin, John, 1982. "A theory of anticipated utility," Journal of Economic Behavior & Organization, Elsevier, vol. 3(4), pages 323-343, December.
    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. Matthew Rabin, 1998. "Psychology and Economics," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 11-46, March.
    15. W. Kip Viscusi & Joni Hersch, 2001. "Cigarette Smokers As Job Risk Takers," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 269-280, May.
    16. Camerer, Colin F & Ho, Teck-Hua, 1994. "Violations of the Betweenness Axiom and Nonlinearity in Probability," Journal of Risk and Uncertainty, Springer, vol. 8(2), pages 167-196, March.
    17. Quang Nguyen & Colin Camerer & Tomomi Tanaka, 2010. "Risk and Time Preferences Linking Experimental and Household Data from Vietnam," Post-Print halshs-00547090, HAL.
    18. Anna Alberini & Stefania Tonin & Margherita Turvani & Aline Chiabai, 2007. "Paying for permanence: Public preferences for contaminated site cleanup," Journal of Risk and Uncertainty, Springer, vol. 34(2), pages 155-178, April.
    19. Viscusi, W Kip, 1989. "Prospective Reference Theory: Toward an Explanation of the Paradoxes," Journal of Risk and Uncertainty, Springer, vol. 2(3), pages 235-263, September.
    20. 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.
    21. Anna Conte & John D. Hey & Peter G. Moffatt, 2018. "Mixture models of choice under risk," World Scientific Book Chapters, in: Experiments in Economics Decision Making and Markets, chapter 1, pages 3-12, World Scientific Publishing Co. Pte. Ltd..
    22. Jianakoplos, Nancy Ammon & Bernasek, Alexandra, 1998. "Are Women More Risk Averse?," Economic Inquiry, Western Economic Association International, vol. 36(4), pages 620-630, October.
    23. Tomomi Tanaka & Colin F. Camerer & Quang Nguyen, 2010. "Risk and Time Preferences: Linking Experimental and Household Survey Data from Vietnam," American Economic Review, American Economic Association, vol. 100(1), pages 557-571, March.
    24. Chris Starmer, 2000. "Developments in Non-expected Utility Theory: The Hunt for a Descriptive Theory of Choice under Risk," Journal of Economic Literature, American Economic Association, vol. 38(2), pages 332-382, June.
    25. Beattie, Jane & Loomes, Graham, 1997. "The Impact of Incentives upon Risky Choice Experiments," Journal of Risk and Uncertainty, Springer, vol. 14(2), pages 155-168, March.
    26. Adrian Bruhin & Helga Fehr-Duda & Thomas Epper, 2010. "Risk and Rationality: Uncovering Heterogeneity in Probability Distortion," Econometrica, Econometric Society, vol. 78(4), pages 1375-1412, July.
    27. George Wu & Richard Gonzalez, 1996. "Curvature of the Probability Weighting Function," Management Science, INFORMS, vol. 42(12), pages 1676-1690, December.
    28. Drazen Prelec, 1998. "The Probability Weighting Function," Econometrica, Econometric Society, vol. 66(3), pages 497-528, May.
    29. Mary Riddel & W. Shaw, 2006. "A theoretically-consistent empirical model of non-expected utility: An application to nuclear-waste transport," Journal of Risk and Uncertainty, Springer, vol. 32(2), pages 131-150, March.
    30. Mohammed Abdellaoui, 2000. "Parameter-Free Elicitation of Utility and Probability Weighting Functions," Management Science, INFORMS, vol. 46(11), pages 1497-1512, November.
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    2. Thierry Kalisa & Mary Riddel & W. Douglass Shaw, 2016. "Willingness to pay to avoid arsenic-related risks: a special regressor approach," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 5(2), pages 143-162, July.
    3. Anna-Maria Aksan & William F. Vásquez, 2019. "Quality Perceptions and Water Treatment Behavior at the Household Level," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 5(03), pages 1-33, July.
    4. Michela Faccioli & Laure Kuhfuss & Mikołaj Czajkowski, 2019. "Stated Preferences for Conservation Policies Under Uncertainty: Insights on the Effect of Individuals’ Risk Attitudes in the Environmental Domain," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(2), pages 627-659, June.
    5. Philomena Bacon & Anna Conte & Peter Moffatt, 2014. "Assortative mating on risk attitude," Theory and Decision, Springer, vol. 77(3), pages 389-401, October.
    6. Anna Conte & Peter G Moffatt & Mary Riddel, 2019. "The Multivariate Random Preference Estimatorfor Switching Multiple Price List Data," University of East Anglia School of Economics Working Paper Series 2019-04, School of Economics, University of East Anglia, Norwich, UK..
    7. Ioannou , Christos A. & Sadeh, Jana, 2014. "Time Preferences and Risk Aversion: Tests on Domain Differences," Discussion Paper Series In Economics And Econometrics 1422, Economics Division, School of Social Sciences, University of Southampton.
    8. Chaikal Nuryakin & Alistair Munro, 2019. "Experiments on lotteries for shrouded and bundled goods: Investigating the economics of fukubukuro," The Japanese Economic Review, Springer, vol. 70(2), pages 168-188, June.
    9. Christos A. Ioannou & Jana Sadeh, 2016. "Time preferences and risk aversion: Tests on domain differences," Journal of Risk and Uncertainty, Springer, vol. 53(1), pages 29-54, August.
    10. Bartczak, Anna & Chilton, Susan & Meyerhoff, Jürgen, 2015. "Wildfires in Poland: The impact of risk preferences and loss aversion on environmental choices," Ecological Economics, Elsevier, vol. 116(C), pages 300-309.
    11. Lades, Leonhard K. & Laffan, Kate & Weber, Till O., 2021. "Do economic preferences predict pro-environmental behaviour?," Ecological Economics, Elsevier, vol. 183(C).
    12. Vickie Bajtelsmit & Jennifer Coats & Paul Thistle, 2015. "The effect of ambiguity on risk management choices: An experimental study," Journal of Risk and Uncertainty, Springer, vol. 50(3), pages 249-280, June.
    13. Leonhard K. Lades & Kate Laffan & Till O. Weber, 2020. "Do economic preferences predict pro-environmental behaviour?," Working Papers 202003, Geary Institute, University College Dublin.
    14. Castro, M.F.; & Guccio, C.; & Romeo, D.;, 2022. "An assessment of physicians’ risk attitudes using laboratory and field data," Health, Econometrics and Data Group (HEDG) Working Papers 22/26, HEDG, c/o Department of Economics, University of York.
    15. Shu Zhang & Xinyu Hua & Ganghai Huang & Xiuzhi Shi & Dandan Li, 2022. "What Influences Miners’ Safety Risk Perception?," IJERPH, MDPI, vol. 19(7), pages 1-14, March.

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    More about this item

    Keywords

    Environmental risk; Cumulative prospect theory; Probability weighting; Domain specificity; Q51; D03; D81;
    All these keywords.

    JEL classification:

    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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