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A Mixed Logit Approach to Study Preferences for Safety on Alpine Roads

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  • Christoph Rheinberger

Abstract

This paper presents a mixed logit approach to the valuation of reductions in mortality risk on Alpine roads. In addition to common road accidents, users of these roads face risks from natural hazards such as avalanches and rockfalls. Moreover, the individual risk of road users varies with the frequency of their exposure. Drawing on choice experimental data of frequently exposed respondents from a mountainous region and less frequently exposed respondents from a city in Switzerland, we are able to estimate the value of statistical life (VSL). Furthermore, we explore how respondents differ in their individual willingness-to-pay depending on exposure and other individual characteristics. Our estimates of the VSL in the context of fatal accidents on Alpine roads are in the range of CHF 6.0–7.8 million (€3.9–5.1 million). We find the VSL to be dependent on socio-economic and perceptional factors but to be not significantly altered by the type of hazard. These findings imply that the VSL might be adjusted to account for heterogonous risk preferences of different societal groups, but there is no evidence of a ‘dread’ premium for natural hazards. Copyright Springer Science+Business Media B.V. 2011

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  • Christoph Rheinberger, 2011. "A Mixed Logit Approach to Study Preferences for Safety on Alpine Roads," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(1), pages 121-146, May.
  • Handle: RePEc:kap:enreec:v:49:y:2011:i:1:p:121-146
    DOI: 10.1007/s10640-010-9427-9
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    1. Green, Donald & Jacowitz, Karen E. & Kahneman, Daniel & McFadden, Daniel, 1998. "Referendum contingent valuation, anchoring, and willingness to pay for public goods," Resource and Energy Economics, Elsevier, vol. 20(2), pages 85-116, June.
    2. Heberlein, Thomas A. & Wilson, Matthew A. & Bishop, Richard C. & Schaeffer, Nora Cate, 2005. "Rethinking the scope test as a criterion for validity in contingent valuation," Journal of Environmental Economics and Management, Elsevier, vol. 50(1), pages 1-22, July.
    3. Danny Campbell & W. Hutchinson & Riccardo Scarpa, 2008. "Incorporating Discontinuous Preferences into the Analysis of Discrete Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 41(3), pages 401-417, November.
    4. Corso, Phaedra S & Hammitt, James K & Graham, John D, 2001. "Valuing Mortality-Risk Reduction: Using Visual Aids to Improve the Validity of Contingent Valuation," Journal of Risk and Uncertainty, Springer, vol. 23(2), pages 165-184, September.
    5. Viscusi, W Kip & Aldy, Joseph E, 2003. "The Value of a Statistical Life: A Critical Review of Market Estimates throughout the World," Journal of Risk and Uncertainty, Springer, vol. 27(1), pages 5-76, August.
    6. Daniel McFadden, 2001. "Economic Choices," American Economic Review, American Economic Association, vol. 91(3), pages 351-378, June.
    7. James Hammitt & Nicolas Treich, 2007. "Statistical vs. identified lives in benefit-cost analysis," Journal of Risk and Uncertainty, Springer, vol. 35(1), pages 45-66, August.
    8. Louis Kaplow, 2005. "The Value of a Statistical Life and the Coefficient of Relative Risk Aversion," Journal of Risk and Uncertainty, Springer, vol. 31(1), pages 23-34, July.
    9. Arianne de Blaeij & Raymond J.G.M. Florax & Piet Rietveld & Erik T. Verhoef, 2000. "The Value of Statistical Life in Road Safety: A Meta-Analysis," Tinbergen Institute Discussion Papers 00-089/3, Tinbergen Institute.
    10. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
    11. Johansson, Per-Olov, 2002. "On the Definition and Age-Dependency of the Value of a Statistical Life," Journal of Risk and Uncertainty, Springer, vol. 25(3), pages 251-263, November.
    12. David Revelt & Kenneth Train, 1998. "Mixed Logit With Repeated Choices: Households' Choices Of Appliance Efficiency Level," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 647-657, November.
    13. 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.
    14. Ferrini, Silvia & Scarpa, Riccardo, 2007. "Designs with a priori information for nonmarket valuation with choice experiments: A Monte Carlo study," Journal of Environmental Economics and Management, Elsevier, vol. 53(3), pages 342-363, May.
    15. Eeckhoudt, Louis R & Hammitt, James K, 2001. "Background Risks and the Value of a Statistical Life," Journal of Risk and Uncertainty, Springer, vol. 23(3), pages 261-279, November.
    16. Ikuho Kochi & Bryan Hubbell & Randall Kramer, 2006. "An Empirical Bayes Approach to Combining and Comparing Estimates of the Value of a Statistical Life for Environmental Policy Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(3), pages 385-406, July.
    17. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D., 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, September.
    18. Schlapfer, Felix, 2008. "Contingent valuation: A new perspective," Ecological Economics, Elsevier, vol. 64(4), pages 729-740, February.
    19. Susan Chilton & Michael Jones-Lee & Francis Kiraly & Hugh Metcalf & Wei Pang, 2006. "Dread risks," Journal of Risk and Uncertainty, Springer, vol. 33(3), pages 165-182, December.
    20. Andrea Leiter & Gerald Pruckner, 2009. "Proportionality of Willingness to Pay to Small Changes in Risk: The Impact of Attitudinal Factors in Scope Tests," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(2), pages 169-186, February.
    21. Mara Thiene & Riccardo Scarpa, 2009. "Deriving and Testing Efficient Estimates of WTP Distributions in Destination Choice Models," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 44(3), pages 379-395, November.
    22. repec:reg:rpubli:282 is not listed on IDEAS
    23. Andrea Baranzini & Giovanni Ferro Luzzi, 2001. "The Economic Value of Risks to Life: Evidence from the Swiss Labour Market," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 137(II), pages 149-170, June.
    24. Jones-Lee, M W, 1991. "Altruism and the Value of Other People's Safety," Journal of Risk and Uncertainty, Springer, vol. 4(2), pages 213-219, April.
    25. Pratt, John W & Zeckhauser, Richard J, 1996. "Willingness to Pay and the Distribution of Risk and Wealth," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 747-763, August.
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    4. Pierre-Alexandre Mahieu & Romain Craste & Bengt Kriström & Pere Riera, 2014. "Non-market valuation in France: An overview of the research activity," Working Papers hal-01087365, HAL.
    5. Michela Faccioli & Nick Hanley & Catalina M. Torres Figuerola & Antoni Riera Font, 2015. "Do we care about sustainability? An analysis of time sensitivity of social preferences under environmental time-persistent effects," Discussion Papers in Environment and Development Economics 2015-17, University of St. Andrews, School of Geography and Sustainable Development.
    6. Kjær, Trine & Nielsen, Jytte Seested, 2016. "An investigation into procedure (in)variance in the valuation of mortality risk reductions," DaCHE discussion papers 2016:4, University of Southern Denmark, Dache - Danish Centre for Health Economics.
    7. Vásquez-Lavín, Felipe & Carrasco, Moisés & Barrientos, Manuel & Gelcich, Stefan & Ponce Oliva, Roberto D., 2021. "Estimating discount rates for environmental goods: Are People’s responses inadequate to frequency of payments?," Journal of Environmental Economics and Management, Elsevier, vol. 107(C).
    8. Kjær, Trine & Nielsen, Jytte Seested & Hole, Arne Risa, 2018. "An investigation into procedural (in)variance in the valuation of mortality risk reductions," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 278-284.
    9. Christoph Rheinberger, 2013. "Learning from the past: statistical performance measures for avalanche warning services," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 65(3), pages 1519-1533, February.
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    More about this item

    Keywords

    Mortality risk; Value of statistical life; Natural and man-made hazards; Mixed logit model; Preference heterogeneity; D81; J17; R42;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income
    • R42 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Government and Private Investment Analysis; Road Maintenance; Transportation Planning

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