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Heterogeneity and emotions in the valuation of non-use damages caused by oil spills

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  • León, Carmelo J.
  • Araña, Jorge E.
  • Hanemann, W. Michael
  • Riera, Pere

Abstract

Oil spills are capable of causing major environmental insults that raise the emotional loads of individuals across society. In this paper we consider the role of emotions in heterogeneous responses of individuals in the non-market valuation of an oil prevention program in Spain. Heterogeneity is modeled with a smoothly mixing regression (SMR) model that allows researchers to explain the probability that individuals belong to the latent segments of WTP. The results show that heterogeneity in WTP responses is explained by the specific emotional reactions of individuals (upset, sadness, indifference) rather than by their socioeconomic characteristics. Thus, the investigation of the emotional reactions of individuals can provide useful tools for the design of non-market valuation studies, providing more accurate predictions of the potential behavior of individuals in constructed markets for damage assessment.

Suggested Citation

  • León, Carmelo J. & Araña, Jorge E. & Hanemann, W. Michael & Riera, Pere, 2014. "Heterogeneity and emotions in the valuation of non-use damages caused by oil spills," Ecological Economics, Elsevier, vol. 97(C), pages 129-139.
    • Handle: RePEc:eee:ecolec:v:97:y:2014:i:c:p:129-139
    DOI: 10.1016/j.ecolecon.2013.10.010
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    1. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    2. Smith, Adam, 1759. "The Theory of Moral Sentiments," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number smith1759.
    3. Arana, Jorge E. & Leon, Carmelo J., 2005. "Flexible mixture distribution modeling of dichotomous choice contingent valuation with heterogenity," Journal of Environmental Economics and Management, Elsevier, vol. 50(1), pages 170-188, July.
    4. Benjamin Hermalin & Alice Isen, 2008. "A model of the effect of affect on economic decision making," Quantitative Marketing and Economics (QME), Springer, vol. 6(1), pages 17-40, March.
    5. Aßmann, Christian & Boysen-Hogrefe, Jens, 2011. "A Bayesian approach to model-based clustering for binary panel probit models," Computational Statistics & Data Analysis, Elsevier, vol. 55(1), pages 261-279, January.
    6. Maria Loureiro & John Loomis & Maria Vázquez, 2009. "Economic Valuation of Environmental Damages due to the Prestige Oil Spill in Spain," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 44(4), pages 537-553, December.
    7. Fischer, Anke & Hanley, Nick, 2007. "Analysing decision behaviour in stated preference surveys: A consumer psychological approach," Ecological Economics, Elsevier, vol. 61(2-3), pages 303-314, March.
    8. Geweke, John & Keane, Michael, 2007. "Smoothly mixing regressions," Journal of Econometrics, Elsevier, vol. 138(1), pages 252-290, May.
    9. Härdle, Wolfgang & Horowitz, Joel L., 1994. "Testing a Parametric Model against a Semiparametric Model," SFB 373 Discussion Papers 1994,6, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
    10. Matthew J. Kotchen, 2013. "Voluntary- and Information-Based Approaches to Environmental Management: A Public Economics Perspective," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 276-295, July.
    11. Fischer, Anke & Glenk, Klaus, 2011. "One model fits all? -- On the moderating role of emotional engagement and confusion in the elicitation of preferences for climate change adaptation policies," Ecological Economics, Elsevier, vol. 70(6), pages 1178-1188, April.
    12. Cameron, Trudy Ann, 1988. "A new paradigm for valuing non-market goods using referendum data: Maximum likelihood estimation by censored logistic regression," Journal of Environmental Economics and Management, Elsevier, vol. 15(3), pages 355-379, September.
    13. Horowitz, Joel L. & Härdle, Wolfgang, 1994. "Testing a Parametric Model Against a Semiparametric Alternative," Econometric Theory, Cambridge University Press, vol. 10(5), pages 821-848, December.
    14. Carson, Richard T & Wilks, Leanne & Imber, David, 1994. "Valuing the Preservation of Australia's Kakadu Conservation Zone," Oxford Economic Papers, Oxford University Press, vol. 46(0), pages 727-749, Supplemen.
    15. Garza-Gil, M. Dolores & Prada-Blanco, Albino & Vazquez-Rodriguez, M. Xose, 2006. "Estimating the short-term economic damages from the Prestige oil spill in the Galician fisheries and tourism," Ecological Economics, Elsevier, vol. 58(4), pages 842-849, July.
    16. Geweke, John, 2007. "Interpretation and inference in mixture models: Simple MCMC works," Computational Statistics & Data Analysis, Elsevier, vol. 51(7), pages 3529-3550, April.
    17. Carmelo J. León & Jorge E. Araña, 2012. "The Dynamics of Preference Elicitation after an Environmental Disaster: Stability and Emotional Load," Land Economics, University of Wisconsin Press, vol. 88(2), pages 362-381.
    18. Harrison, Glenn W., 2008. "Neuroeconomics: A Critical Reconsideration," Economics and Philosophy, Cambridge University Press, vol. 24(3), pages 303-344, November.
    19. Cooper Joseph C., 1993. "Optimal Bid Selection for Dichotomous Choice Contingent Valuation Surveys," Journal of Environmental Economics and Management, Elsevier, vol. 24(1), pages 25-40, January.
    20. Loureiro, Maria L. & Labandeira, Xavier & Hanemann, Michael, 2012. "Unrevealing Public Preferences for Climate Change Policies in Spain: A Hybrid Mixture Model," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124933, Agricultural and Applied Economics Association.
    21. W. Michael Hanemann, 1984. "Welfare Evaluations in Contingent Valuation Experiments with Discrete Responses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(3), pages 332-341.
    22. Frör, Oliver, 2008. "Bounded rationality in contingent valuation: Empirical evidence using cognitive psychology," Ecological Economics, Elsevier, vol. 68(1-2), pages 570-581, December.
    23. Ben-Shakhar, Gershon & Bornstein, Gary & Hopfensitz, Astrid & van Winden, Frans, 2007. "Reciprocity and emotions in bargaining using physiological and self-report measures," Journal of Economic Psychology, Elsevier, vol. 28(3), pages 314-323, June.
    24. W. Michael Hanemann, 1994. "Valuing the Environment through Contingent Valuation," Journal of Economic Perspectives, American Economic Association, vol. 8(4), pages 19-43, Fall.
    25. Fruhwirth-Schnatter, Sylvia & Kaufmann, Sylvia, 2008. "Model-Based Clustering of Multiple Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 78-89, January.
    26. Biel, Anders & Johansson-Stenman, Olof & Nilsson, Andreas, 2011. "The willingness to pay–willingness to accept gap revisited: The role of emotions and moral satisfaction," Journal of Economic Psychology, Elsevier, vol. 32(6), pages 908-917.
    27. George Loewenstein, 2000. "Emotions in Economic Theory and Economic Behavior," American Economic Review, American Economic Association, vol. 90(2), pages 426-432, May.
    28. Jon Elster, 1998. "Emotions and Economic Theory," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 47-74, March.
    29. Ronald Bosman & Frans van Winden, 2002. "Emotional Hazard in a Power-to-take Experiment," Economic Journal, Royal Economic Society, vol. 112(476), pages 147-169, January.
    30. Carson, R.T. & Mitchell, R.C. & Hanemann, W.M. & Kopp, R.J. & Presser, S. & Ruud, P.A., 1992. "A Contingent Valuation Study of Lost Passive Use Values Resulting From the Exxon Valdez Oil Spill," MPRA Paper 6984, University Library of Munich, Germany.
    31. Kaufman, Bruce E., 1999. "Emotional arousal as a source of bounded rationality," Journal of Economic Behavior & Organization, Elsevier, vol. 38(2), pages 135-144, February.
    32. Loureiro, Maria L. & Ribas, Alfonso & Lopez, Edelmiro & Ojea, Elena, 2006. "Estimated costs and admissible claims linked to the Prestige oil spill," Ecological Economics, Elsevier, vol. 59(1), pages 48-63, August.
    33. Maria Loureiro & John Loomis, 2013. "International Public Preferences and Provision of Public Goods: Assessment of Passive Use Values in Large Oil Spills," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 56(4), pages 521-534, December.
    34. Chib, Siddhartha, 1992. "Bayes inference in the Tobit censored regression model," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 79-99.
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