Uncertainty and measurement error in welfare models for risk changes
Most welfare models of environmental or mortality risk reductions assume that risks are exogenously determined and known with certainty. However, a growing body of research suggests that uncertainty about risks can affect choices over risky prospects. I present a decision-weighted random-utility model that decomposes welfare losses into those attributable to an increase in the deterministic component of risk and those attributable to uncertainty about risk. I apply the model to an illustrative dataset of subjects' perceived mortality risk and willingness to accept the risk of nuclear-waste transport. I estimate the model using Lewbel's (2000) strictly exogenous regressor approach to account for endogeneity bias and measurement error. Subjects display aversion to both risk and uncertainty about the risk of a transport accident, so that increases in either leads to social-welfare losses. Roughly 12% of the external cost of nuclear-waste transport is attributable to the public's uncertainty about transport risk.
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- Richard T. Carson & Robert Cameron Mitchell, 2006.
"Public Preferences Toward Environmental Risks: The Case of Trihalomethanes,"
in: Handbook on Contingent Valuation, chapter 19
Edward Elgar Publishing.
- Carson, Richard T & Mitchell, Robert Cameron, 2000. "Public Preferences Towards Environmental Risks: The Case of Trihalomethanes," University of California at San Diego, Economics Working Paper Series qt12t5g549, Department of Economics, UC San Diego.
- Henrik Andersson & Nicolas Treich, 2011.
"The Value of a Statistical Life,"
in: A Handbook of Transport Economics, chapter 17
Edward Elgar Publishing.
- ANDERSSON Henrik & TREICH Nicolas, 2009. "The Value of a Statistical Life," LERNA Working Papers 09.04.280, LERNA, University of Toulouse.
- Andersson, Henrik & Treich, Nicolas, 2008. "The Value of a Statistical Life," Working Papers 2008:1, Swedish National Road & Transport Research Institute (VTI).
- Andersson, Henrik & Treich, Nicolas, 2009. "The Value of a Statistical Life," TSE Working Papers 09-015, Toulouse School of Economics (TSE).
- Craig A. Olson, 1981. "An Analysis of Wage Differentials Received by Workers on Dangerous Jobs," Journal of Human Resources, University of Wisconsin Press, vol. 16(2), pages 167-185.
- John B. Loomis & Pierre H. duVair, 1993. "Evaluating the Effect of Alternative Risk Communication Devices on Willingness to Pay: Results from a Dichotomous Choice Contingent Valuation Experiment," Land Economics, University of Wisconsin Press, vol. 69(3), pages 287-298.
- Bo E. Honore & Arthur Lewbel, 2002.
"Semiparametric Binary Choice Panel Data Models Without Strictly Exogeneous Regressors,"
Econometric Society, vol. 70(5), pages 2053-2063, September.
- Bo E. Honore & Arthur Lewbel, 1998. "Semiparametric Binary Choice Panel Data Models without Strictly Exogeneous Regressors," Boston College Working Papers in Economics 455, Boston College Department of Economics, revised 22 Sep 2001.
- Jason F. Shogren & Thomas D. Crocker, 1990.
"Risk, Self-Protection, and Ex Ante Economic Value,"
Center for Agricultural and Rural Development (CARD) Publications
90-wp57, Center for Agricultural and Rural Development (CARD) at Iowa State University.
- Trudy Ann Cameron, 2002.
"Individual Option Prices for Climate Change Mitigation,"
University of Oregon Economics Department Working Papers
2003-9, University of Oregon Economics Department, revised 20 Jul 2002.
- Cameron, Trudy Ann, 2005. "Individual option prices for climate change mitigation," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 283-301, February.
- W. Kip Viscusi & Wesley A. Magat & Joel Huber, 1999. "Smoking Status and Public Responses to Ambiguous Scientific Risk Evidence," Southern Economic Journal, Southern Economic Association, vol. 66(2), pages 250-270, October.
- Lewbel, Arthur, 2000.
"Semiparametric qualitative response model estimation with unknown heteroscedasticity or instrumental variables,"
Journal of Econometrics,
Elsevier, vol. 97(1), pages 145-177, July.
- Arthur Lewbel, 1999. "Semiparametric Qualitative Response Model Estimation with Unknown Heteroskedasticity or Instrumental Variables," Boston College Working Papers in Economics 454, Boston College Department of Economics.
- Trudy Cameron, 2005.
"Updating Subjective Risks in the Presence of Conflicting Information: An Application to Climate Change,"
Journal of Risk and Uncertainty,
Springer, vol. 30(1), pages 63-97, January.
- Trudy Ann Cameron, 2001. "Updating Subjective Risks in the Presence of Conflicting Information: An Application to Climate Change," University of Oregon Economics Department Working Papers 2003-8, University of Oregon Economics Department, revised 14 Jul 2001.
- Uzi Segal, 1985.
"The Ellsberg Paradox and Risk Aversion: An Anticipated Utility Approach,"
UCLA Economics Working Papers
362, UCLA Department of Economics.
- Segal, Uzi, 1987. "The Ellsberg Paradox and Risk Aversion: An Anticipated Utility Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(1), pages 175-202, February.
- 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.
- Daniel Ellsberg, 2000. "Risk, Ambiguity and the Savage Axioms," Levine's Working Paper Archive 7605, David K. Levine.
- W. Kip Viscusi, 1994. "Mortality Effects of Regulatory Costs and Policy Evaluation Criteria," RAND Journal of Economics, The RAND Corporation, vol. 25(1), pages 94-109, Spring.
- Mary Riddel & R. Schwer, 2006. "Winners, Losers, and the Nuclear-Waste Dilemma," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 34(2), pages 317-338, 06.
- Treich, Nicolas, 2010.
"The value of a statistical life under ambiguity aversion,"
Journal of Environmental Economics and Management,
Elsevier, vol. 59(1), pages 15-26, January.
- TREICH Nicolas, 2008. "The value of a Statistical Life under Ambiguity Aversion," LERNA Working Papers 08.05.249, LERNA, University of Toulouse.
- Nicolas Treich, 2008. "The Value of a Statistical Life under Ambiguity Aversion," CESifo Working Paper Series 2291, CESifo Group Munich.
- Mary Riddel, 2009. "Risk Perception, Ambiguity, and Nuclear-Waste Transport," Southern Economic Journal, Southern Economic Association, vol. 75(3), pages 781–797, January.
- Manski, Charles F., 1985. "Semiparametric analysis of discrete response : Asymptotic properties of the maximum score estimator," Journal of Econometrics, Elsevier, vol. 27(3), pages 313-333, March.
- M. S. Feldstein, 1969. "Mean-Variance Analysis in the Theory of Liquidity Preference and Portfolio Selection," Review of Economic Studies, Oxford University Press, vol. 36(1), pages 5-12.
- Horowitz, Joel L, 1992. "A Smoothed Maximum Score Estimator for the Binary Response Model," Econometrica, Econometric Society, vol. 60(3), pages 505-31, May.
- Camerer, Colin & Weber, Martin, 1992. "Recent Developments in Modeling Preferences: Uncertainty and Ambiguity," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 325-70, October.
- Viscusi, W Kip, 1989. "Prospective Reference Theory: Toward an Explanation of the Paradoxes," Journal of Risk and Uncertainty, Springer, vol. 2(3), pages 235-63, September.
- 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.
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