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Updating Subjective Risks in the Presence of Conflicting Information: An Application to Climate Change

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Abstract

Willingness to support public programs for risk management often depends on individual subjective risk perceptions in the face of uncertain science. As part of a larger study concerning climate change, we explore individual updated subjective risks as a function of individual priors, the nature of external information, and individual attributes. We examine several rival hypotheses about how subjective risks change in the face of new information (Bayesian updating, alarmist learning, and ambiguity aversion). The source and nature of external information, as well as its collective ambiguity, can have varying effects across the population, in terms of both expectations and uncertainty.

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References

  • Adler, Robert S. and R. David Pittle. (1984).“Cajolery or Command: Are Education Campaigns an Adequate Substitute for Regulation?”Yale Journal of Regulation 1(2), 159–194.

    Google Scholar 

  • Arrow, Kenneth J. (1982).“Risk Perception in Psychology and Economics,”Economic Inquiry 20, 1–9.

    Google Scholar 

  • Arrow, Kenneth J., Robert M. Solow, Edward E. Leamer, Paul R. Portney, Roy Radner, and Howard Schuman. (1993).“Report of the NOAA Panel on Contingent Valuation,”Federal Register 58, 4601–4614.

    Google Scholar 

  • Benson, P. George, Shawn P. Curley, and Gerald F. Smith. (1995).“Belief Assessment—An Underdeveloped Phase of Probability Elicitation,”Management Science 41(10), 1639–1653.

    Google Scholar 

  • Bergstrom, John C. and John R. Stoll. (1990).“An Analysis of Information Overload with Implications for Survey Design Research,”Leisure Science (12), 265–280.

    Google Scholar 

  • Blomquist, Glenn C. and John C. Whitehead. (1998).“Resource Quality Information and Validity of Willingness to Pay in Contingent Valuation,”Resource and Energy Economics 20(2), 179–196.

    Google Scholar 

  • Bohara, Alok K., Michael McKee, Robert P. Berrens, Hank C. Jenkins-Smith, Carol L. Silva, and David S. Brookshire. (1998).“Effect of Cost and Group-Size Information on Willingness to Pay Responses: Open-Ended vs. Dichotomous Choice,”Journal of Environmental Economics and Management 35, 142–163.

    Google Scholar 

  • Cameron, Trudy Ann. (2005). “Individual Option Prices for Climate Change Mitigation,” Journal of Public Economics (forthcoming).

  • Cameron, Trudy Ann and Jeffrey E. Englin. (1997).“Respondent Experience and Contingent Valuation of Environmental Goods,”Journal of Environmental Economics and Management 33, 296–313.

    Google Scholar 

  • Cvetkovich, George T., Michael Siegrist, Rachel Murray, and Sarah Tragesser. (2002).“New Information and Social Trust: Asymmetry and Perseverance of Attributions About Hazard Managers,”Risk Analysis 22(2), 359–367.

    Google Scholar 

  • Davies, J. Clarence, Vincent T. Covello, and Frederick W. Allen. (eds.). (1987). Risk Communication: Proceedings of the Conference on Risk Communication. Washington, DC: The Conservation Foundation.

    Google Scholar 

  • DeShazo, J.R. and German Fermo. (2002).“Designing Choice Sets for Stated Preference Methods: The Effects of Complexity on Choice Consistency,”Journal of Environmental Economics and Management 44(1), 123–43.

    Google Scholar 

  • Dominitz, Jeff and Charles F. Manski. (1997).“Using Expectations Data to Study Subjective Income Expectations,”Journal of the American Statistical Association 92(439), 855–867.

    Google Scholar 

  • Finucane, Melissa L., Paul Slovic, Chris K. Mertz, James Flynn, and Theresa A. Satterfield. (2000).“Gender, Race, and Perceived Risk: The ‘White Male’ Effect,”Health Risk and Society 2(2), 159–172.

    Google Scholar 

  • Fischhoff, Baruch. (1990).“Understanding Long-Term Environmental Risks,”Journal of Risk and Uncertainty 3, 315–330.

    Google Scholar 

  • Fischhoff, Baruch and Ruth Beyth-Marom. (1983).“Hypothesis Evaluation from a Bayesian Perspective,”Psychological Review 90, 239–260.

    Google Scholar 

  • Flynn, James, Paul Slovic, and Chris K. Mertz. (1994).“Gender, Race, and Perception of Environmental-Health Risks,”Risk Analysis 14(6), 1101–1108.

    Google Scholar 

  • Hakes, Jahn Karl and W. Kip Viscusi. (1977).“Mortality Risk Perceptions: A Bayesian Reassessment,”Journal of Risk and Uncertainty 15, 135–150.

    Google Scholar 

  • Hamermesh, Daniel S. (1985).“Expectations, Life Expectancy, and Economic Behavior,”Quarterly Journal of Economics 100(2), 389–408.

    Google Scholar 

  • Heath, Chip and Amos Tversky. (1991).“Preference and Belief: Ambiguity and Competence in Choice Under Uncertainty,”Journal of Risk and Uncertainty 4(1), 5–28.

    Google Scholar 

  • Hersch, Joni. (1998).“Compensating Differentials for Gender-Specific Job Injury Risks,”American Economic Review 88(3), 598–607.

    Google Scholar 

  • Hoehn, John P. and Alan Randall. (2002).“The Effect of Resource Quality Information on Resource Injury Perceptions and Contingent Values,”Resource and Energy Economics 24(1/2), 13–31.

    Google Scholar 

  • Hurd, Michael D. and Kathleen McGarry. (1995).“Evaluation of the Subjective Probabilities of Survival in the Health and Retirement Study,”Journal of Human Resources 30, S268–S292.

    Google Scholar 

  • Johnson, Branden B. and Paul Slovic. (1995).“Presenting Uncertainty in Health Risk Assessment—Initial Studies of its Effects on Risk Perception and Trust,”Risk Analysis 15(4), 485–494.

    Google Scholar 

  • Morgan, M.Granger, Baruch Fischhoff, Ann Bostrom, and Cynthia J. Atman. (2001). Risk Communication: The Mental Models Approach. New York: Cambridge University Press.

    Google Scholar 

  • Morgan, M. Granger and Max Henrion. (1990). Uncertainty: A Guide to Dealing With Uncertainty in Quantitative Risk and Policy Analysis. New York: Cambridge University Press.

    Google Scholar 

  • Munro, Alistair and Nick Hanley. (1999).“Information, Uncertainty, and Contingent Valuation.”In Ian J. Bateman and Kenneth J. Willis (eds.). Valuing Environmental Preferences: Theory and Practice of the Contingent Valuation Method in the US, EU and Developing Countries. Oxford: Oxford University Press.

    Google Scholar 

  • Siegrist, Michael, George T. Cvetkovich, and Heinz Gutscher. (2001).“Shared Values, Social Trust, and the Perception of Geographic Cancer Clusters,”Risk Analysis 21(6), 1047–1053.

    Google Scholar 

  • Sjoberg, Lennart. (2000).“Factors in Risk Perception,”Risk Analysis 20(1), 1–11.

    Google Scholar 

  • Sjoberg, Lennart. (2001).“Limits of Knowledge and the Limited Importance of Trust,”Risk Analysis 21(1), 189–198.

    Google Scholar 

  • Slovic, Paul (2000). The Perception of Risk. London: Earthscan.

    Google Scholar 

  • Slovic, Paul, Baruch Fischhoff, and Sarah Lichtenstein. (1985).“Regulation of Risk: A Psychological Perspective.”In Roger Noll (ed.). Regulatory Policy and the Social Sciences. Berkeley, CA: University of California Press.

    Google Scholar 

  • Smith, V. Kerry and William H. Desvousges. (1987).“An Empirical Analysis of the Economic Value of Risk Changes,”Journal of Political Economy 95, 89–114.

    Google Scholar 

  • Smith, V. Kerry and William H. Desvousges. (1988).“Risk Perception, Learning and Individual Behavior,”American Journal of Agricultural Economics 70, 1113–17.

    Google Scholar 

  • Smith, V. Kerry and F. Reed Johnson. (1988).“How do Risk Perceptions Respond to Information? The case of radon,”Review of Economics and Statistics 70(1), 1–8.

    Google Scholar 

  • Smith, V. Kerry, William H. Desvousges, F. Reed Johnson, and Ann Fisher. (1990).“Can Public Information Programs Affect Risk Perceptions?”Journal of Risk and Uncertainty 9(1), 41–59.

    Google Scholar 

  • Smith, V. Kerry, William H. Desvousges, and John W. Payne. (1995).“Do Risk Information Programs Promote Mitigating Behavior?”Journal of Risk and Uncertainty 10(3), 203–221.

    Google Scholar 

  • Smith, V. Kerry, Donald H. Taylor, Jr., and Frank A. Sloan. (2001).“Longevity Expectations and Death: Can People Predict Their Own Demise?”American Economic Review 91(4) 1126–1134.

    Google Scholar 

  • Tversky, Amos and Kahneman, Daniel (1974).“Judgment under Uncertainty: Heuristics and Biases,”Science 185, 1124–31.

    Google Scholar 

  • Viscusi, W. Kip. (1985a).“A Bayesian Perspective on Biases in Risk Perception,”Economics Letters 17, 59–62.

    Google Scholar 

  • Viscusi, W. Kip. (1985b).“Are Individuals Bayesian Decision Makers?”AEA Papers and Proceedings 381–385.

  • Viscusi, W. Kip. (1997).“Alarmist Decisions with Divergent Risk Information,”The Economic Journal 107, 1657–1670.

    Google Scholar 

  • Viscusi, W. Kip and Wesley A. Magat. (1987). Learning about Risk: Consumer and Worker Responses to Hazard Information. Cambridge: Harvard University Press.

    Google Scholar 

  • Viscusi, W. Kip and Wesley A. Magat. (1992).“Bayesian Decisions with Ambiguous Belief Aversion,”Journal of Risk and Uncertainty 5, 371–387.

    Google Scholar 

  • Viscusi, W. Kip, Wesley A. Magat, and Joel Huber. (1986).“Informational Regulation of Consumer Health Risks—An Empirical Evaluation of Hazard Warnings,”Rand Journal of Economics, 351–365.

  • Viscusi, W. Kip, and Charles O’Connor. (1984).“Adaptive Responses to Chemical Labeling: Are Workers Bayesian Decision Makers?”American Economic Review 942–956.

  • Wallsten, Thomas S. and David V. Budescu. (1983)“Encoding Subjective Probabilities: A Psychological and Psychometric Review,”Management Science 29(2), 151–173.

    Google Scholar 

  • Williams, Pamela R.D. and James K. Hammitt. (2001).“Perceived Risks of Conventional and Organic Produce: Pesticides, Pathogens, and Natural Toxins,”Risk Analysis 21(2), 319–330.

    Google Scholar 

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Correspondence to Trudy Ann Cameron.

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D8, Q51, Q54

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Cameron, T.A. Updating Subjective Risks in the Presence of Conflicting Information: An Application to Climate Change. J Risk Uncertainty 30, 63–97 (2005). https://doi.org/10.1007/s11166-005-5833-8

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  • DOI: https://doi.org/10.1007/s11166-005-5833-8

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