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Willingness to pay to avoid arsenic-related risks: a special regressor approach

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  • Thierry Kalisa
  • Mary Riddel
  • W. Douglass Shaw

Abstract

Subjective probabilities often better explain behaviours than science-based risks. Incorporating them into a behavioural model has important ramifications for environmental and health policy, but if these risks are measured with error or endogenous, then doing so leads to possible troubles in interpretation of results. Our application is to mortality risks associated with arsenic found in drinking water in various spots in the United States. The behaviour of interest is a yes/no response to a willingness to pay (WTP) question to reduce these risks. We apply the special regressor approach to handle the endogeneity and measurement error in the WTP model and find that doing so leads to different implications for policy that could be pursued to reduce the risks.

Suggested Citation

  • 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.
  • Handle: RePEc:taf:teepxx:v:5:y:2016:i:2:p:143-162
    DOI: 10.1080/21606544.2015.1057871
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    1. Arthur Lewbel & Yingying Dong & Thomas Tao Yang, 2012. "Comparing features of convenient estimators for binary choice models with endogenous regressors," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(3), pages 809-829, August.
    2. Christopher Baum & Yingying Dong & Arthur Lewbel & Tao Yang, 2012. "Binary choice models with endogenous regressors," SAN12 Stata Conference 9, Stata Users Group.
    3. Jeff Dominitz & Charles F. Manski, 2007. "Expected Equity Returns and Portfolio Choice: Evidence from the Health and Retirement Study," Journal of the European Economic Association, MIT Press, vol. 5(2-3), pages 369-379, 04-05.
    4. Magnac, Thierry & Maurin, Eric, 2007. "Identification and information in monotone binary models," Journal of Econometrics, Elsevier, vol. 139(1), pages 76-104, July.
    5. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, September.
    6. Lewbel, Arthur & McFadden, Daniel & Linton, Oliver, 2011. "Estimating features of a distribution from binomial data," Journal of Econometrics, Elsevier, vol. 162(2), pages 170-188, 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. 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.
    9. 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.
    10. To N. Nguyen & Paul M. Jakus & Mary Riddel & W. Douglass Shaw, 2010. "An Empirical Model of Perceived Mortality Risks for Selected U.S. Arsenic Hot Spots," Risk Analysis, John Wiley & Sons, vol. 30(10), pages 1550-1562, October.
    11. 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.
    12. Kevin J. Boyle & Gregory L. Poe & John C. Bergstrom, 1994. "What Do We Know About Groundwater Values? Preliminary Implications from a Meta Analysis of Contingent-Valuation Studies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(5), pages 1055-1061.
    13. Viscusi, W Kip & Magat, Wesley A, 1992. "Bayesian Decisions with Ambiguous Belief Aversion," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 371-387, October.
    14. Arthur Lewbel & Yingying Dong & Thomas Tao Yang, 2012. "Viewpoint: Comparing features of convenient estimators for binary choice models with endogenous regressors," Canadian Journal of Economics, Canadian Economics Association, vol. 45(3), pages 809-829, August.
    15. Heckman, James J & Willis, Robert J, 1977. "A Beta-logistic Model for the Analysis of Sequential Labor Force Participation by Married Women," Journal of Political Economy, University of Chicago Press, vol. 85(1), pages 27-58, February.
    16. Viscusi, W Kip, 1990. "Do Smokers Underestimate Risks?," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1253-1269, December.
    17. Riddel, Mary, 2011. "Uncertainty and measurement error in welfare models for risk changes," Journal of Environmental Economics and Management, Elsevier, vol. 61(3), pages 341-354, May.
    18. Mary Riddel, 2012. "Comparing risk preferences over financial and environmental lotteries," Journal of Risk and Uncertainty, Springer, vol. 45(2), pages 135-157, October.
    19. Konishi, Yoshifumi & Adachi, Kenji, 2011. "A framework for estimating willingness-to-pay to avoid endogenous environmental risks," Resource and Energy Economics, Elsevier, vol. 33(1), pages 130-154, January.
    20. Justin Baker & W. Douglass Shaw & Mary Riddel & Richard T. Woodward, 2009. "Changes in subjective risks of hurricanes as time passes: analysis of a sample of Katrina evacuees," Journal of Risk Research, Taylor & Francis Journals, vol. 12(1), pages 59-74, January.
    21. 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.
    22. Viscusi, W Kip, 1991. "Age Variations in Risk Perceptions and Smoking Decisions," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 577-588, November.
    23. Jakus, Paul M. & Shaw, W. Douglass & Nguyen, To N. & Walker, Mark, 2009. "Risk Perceptions of Arsenic in Tap Water and Consumption of Bottled Water," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49221, Agricultural and Applied Economics Association.
    24. Horowitz, Joel L, 1992. "A Smoothed Maximum Score Estimator for the Binary Response Model," Econometrica, Econometric Society, vol. 60(3), pages 505-531, May.
    25. Cerroni, Simone & Notaro, Sandra & Shaw, W. Douglass, 2012. "Eliciting and estimating valid subjective probabilities: An experimental investigation of the exchangeability method," Journal of Economic Behavior & Organization, Elsevier, vol. 84(1), pages 201-215.
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    2. Bontemps, Christophe & Nauges, Céline, 2017. "Endogenous Variables in Binary Choice Models: Some Insights for Practitioners," TSE Working Papers 17-855, Toulouse School of Economics (TSE).
    3. James I. Price & Patrick R. Lloyd-Smith & Diane P. Dupont & Wiktor L. Adamowicz, 2019. "Floods and Water Service Disruptions: Eliciting Willingness-to-Pay for Public Utility Pricing and Infrastructure Decisions," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 5(02), pages 1-20, April.

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