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On the validity of the estimates of the VSL from contingent valuation: Evidence from the Czech Republic

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  • Anna Alberini

    (University of Maryland)

  • Milan Ščasný

    (Charles University Environment Centre
    Charles University, Faculty of Social Sciences, Institute of Economic Studies)

Abstract

We assess the reliability and validity of estimates of the Value per Statistical Life (VSL) from contingent valuation by administering the same contingent valuation (CV) questionnaire on samples drawn from the population of the Czech Republic five years apart. We use a novel approach in eliciting the WTP for cancer mortality risk reduction, in that we present respondents with two probabilities—that of getting cancer, and that of surviving it. We find that the cancer VSL is somewhat different across the two samples, but this difference is completely explained by income and cancer dread. The WTP is proportional to the size of the cancer mortality risk reduction, and increases with income and with cancer dread. The income elasticity of the VSL is 0.5 to 0.7, and is thus in line with the findings in Masterman and Viscusi (2018). Our estimates of the VSL (approximately €3–4 mill. May 2019 PPP euro) are close to Viscusi and Masterman’s prediction (2017) based on compensating wage studies, less than the estimates from compensating wage studies conducted in the Czech Republic, and similar to estimates from other stated preference studies in the Czech Republic. We conclude that the CV questionnaire and administration procedures produce reliable and stable results, and that construct and criterion validity are likewise good. We interpret these findings as providing support for an approach that expresses very small mortality risks and risk reductions as the product of two probabilities.

Suggested Citation

  • Anna Alberini & Milan Ščasný, 2021. "On the validity of the estimates of the VSL from contingent valuation: Evidence from the Czech Republic," Journal of Risk and Uncertainty, Springer, vol. 62(1), pages 55-87, February.
  • Handle: RePEc:kap:jrisku:v:62:y:2021:i:1:d:10.1007_s11166-021-09347-8
    DOI: 10.1007/s11166-021-09347-8
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    1. Kanya, Lucy & Saghera, Sabina & Lewin, Alex & Fox-Rushby, Julia, 2019. "The criterion validity of willingness to pay methods: a systematic review and meta-analysis of the evidence," LSE Research Online Documents on Economics 100741, London School of Economics and Political Science, LSE Library.
    2. Cameron, Trudy Ann & DeShazo, J.R., 2013. "Demand for health risk reductions," Journal of Environmental Economics and Management, Elsevier, vol. 65(1), pages 87-109.
    3. Joseph Cook & Dale Whittington & Do Gia Canh & F. Reed Johnson & Andrew Nyamete, 2007. "Reliability Of Stated Preferences For Cholera And Typhoid Vaccines With Time To Think In Hue, Vietnam," Economic Inquiry, Western Economic Association International, vol. 45(1), pages 100-114, January.
    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. James Hammitt & Jin-Tan Liu, 2004. "Effects of Disease Type and Latency on the Value of Mortality Risk," Journal of Risk and Uncertainty, Springer, vol. 28(1), pages 73-95, January.
    6. Henry A. Roman & James K. Hammitt & Tyra L. Walsh & David M. Stieb, 2012. "Expert Elicitation of the Value per Statistical Life in an Air Pollution Context," Risk Analysis, John Wiley & Sons, vol. 32(12), pages 2133-2151, December.
    7. Semra Özdemir & Ateesha F. Mohamed & F. Reed Johnson & A. Brett Hauber, 2010. "Who pays attention in stated‐choice surveys?," Health Economics, John Wiley & Sons, Ltd., vol. 19(1), pages 111-118, January.
    8. Hammitt, James K & Graham, John D, 1999. "Willingness to Pay for Health Protection: Inadequate Sensitivity to Probability?," Journal of Risk and Uncertainty, Springer, vol. 18(1), pages 33-62, April.
    9. 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.
    10. W. Kip Viscusi & Joel Huber & Jason Bell, 2014. "Assessing Whether There Is A Cancer Premium For The Value Of A Statistical Life," Health Economics, John Wiley & Sons, Ltd., vol. 23(4), pages 384-396, April.
    11. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    12. James K. Hammitt & Fangli Geng & Xiaoqi Guo & Chris P. Nielsen, 2019. "Valuing mortality risk in China: Comparing stated-preference estimates from 2005 and 2016," Journal of Risk and Uncertainty, Springer, vol. 58(2), pages 167-186, June.
    13. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    14. Harry Telser & Karolin Becker & Peter Zweifel, 2008. "Validity and Reliability of Willingness-to-Pay Estimates," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 1(4), pages 283-298, October.
    15. Henrik Andersson, 2005. "The Value of Safety as Revealed in the Swedish Car Market: An Application of the Hedonic Pricing Approach," Journal of Risk and Uncertainty, Springer, vol. 30(3), pages 211-239, May.
    16. Richard T. Carson & W. Michael Hanemann, & Raymond J. Kopp & Jon A. Krosnick & Robert C. Mitchell & Stanley Presser & Paul A. Rudd & V. Kerry Smith & Michael Conaway & Kerry Martin, 1997. "Temporal Reliability of Estimates from Contingent Valuation," Land Economics, University of Wisconsin Press, vol. 73(2), pages 151-163.
    17. John B. Loomis, 1989. "Test-Retest Reliability of the Contingent Valuation Method: A Comparison of General Population and Visitor Responses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(1), pages 76-84.
    18. Smith, V Kerry & Desvousges, William H, 1987. "An Empirical Analysis of the Economic Value of Risk Changes," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 89-114, February.
    19. Fernando San Miguel & Mandy Ryan & Mabelle Amaya‐Amaya, 2005. "‘Irrational’ stated preferences: a quantitative and qualitative investigation," Health Economics, John Wiley & Sons, Ltd., vol. 14(3), pages 307-322, March.
    20. Alberini, Anna & Ščasný, Milan, 2018. "The benefits of avoiding cancer (or dying from cancer): Evidence from a four- country study," Journal of Health Economics, Elsevier, vol. 57(C), pages 249-262.
    21. Kanya, Lucy & Sanghera, Sabina & Lewin, Alex & Fox-Rushby, Julia, 2019. "The criterion validity of willingness to pay methods: A systematic review and meta-analysis of the evidence," Social Science & Medicine, Elsevier, vol. 232(C), pages 238-261.
    22. Sara Olofsson & Ulf G. Gerdtham & Lars Hultkrantz & Ulf Persson, 2019. "Dread and Risk Elimination Premium for the Value of a Statistical Life," Risk Analysis, John Wiley & Sons, vol. 39(11), pages 2391-2407, November.
    23. Anna Alberini & Milan Ščasný, 2011. "Context and the VSL: Evidence from a Stated Preference Study in Italy and the Czech Republic," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(4), pages 511-538, August.
    24. Viscusi, W. Kip & Masterman, Clayton J., 2017. "Income Elasticities and Global Values of a Statistical Life," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 8(2), pages 226-250, July.
    25. Adamowicz, Wiktor & Dupont, Diane & Krupnick, Alan & Zhang, Jing, 2011. "Valuation of cancer and microbial disease risk reductions in municipal drinking water: An analysis of risk context using multiple valuation methods," Journal of Environmental Economics and Management, Elsevier, vol. 61(2), pages 213-226, March.
    26. Harry Telser & Karolin Becker & Peter Zweifel, 2004. "Validity and Reliability of Willingness-to-Pay Estimates: Evidence from Two Overlapping Discrete-Choice Experiments," SOI - Working Papers 0412, Socioeconomic Institute - University of Zurich, revised Mar 2008.
    27. Brown, Thomas C. & Kingsley, David & Peterson, George L. & Flores, Nicholas E. & Clarke, Andrea & Birjulin, Andrej, 2008. "Reliability of individual valuations of public and private goods: Choice consistency, response time, and preference refinement," Journal of Public Economics, Elsevier, vol. 92(7), pages 1595-1606, July.
    28. Crossley, Thomas F. & Kennedy, Steven, 2002. "The reliability of self-assessed health status," Journal of Health Economics, Elsevier, vol. 21(4), pages 643-658, July.
    29. Masterman, Clayton J. & Viscusi, W. Kip, 2018. "The Income Elasticity of Global Values of a Statistical Life: Stated Preference Evidence," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 9(3), pages 407-434, October.
    30. Rheinberger, Christoph M. & Herrera-Araujo, Daniel & Hammitt, James K., 2016. "The value of disease prevention vs treatment," Journal of Health Economics, Elsevier, vol. 50(C), pages 247-255.
    31. Richard C. Bishop & Kevin J. Boyle, 2019. "Reliability and Validity in Nonmarket Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 72(2), pages 559-582, February.
    32. Stirling Bryan & Sue Jowett, 2010. "Hypothetical versus real preferences: results from an opportunistic field experiment," Health Economics, John Wiley & Sons, Ltd., vol. 19(12), pages 1502-1509, December.
    33. James Hammitt & Kevin Haninger, 2010. "Valuing fatal risks to children and adults: Effects of disease, latency, and risk aversion," Journal of Risk and Uncertainty, Springer, vol. 40(1), pages 57-83, February.
    34. Ted Gayer & James T. Hamilton & W. Kip Viscusi, 2002. "The Market Value of Reducing Cancer Risk: Hedonic Housing Prices with Changing Information," Southern Economic Journal, John Wiley & Sons, vol. 69(2), pages 266-289, October.
    35. Schwappach, David L.B. & Strasmann, Thomas J., 2006. ""Quick and dirty numbers"?: The reliability of a stated-preference technique for the measurement of preferences for resource allocation," Journal of Health Economics, Elsevier, vol. 25(3), pages 432-448, May.
    36. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    37. Thomas J. Kniesner & W. Kip Viscusi & Christopher Woock & James P. Ziliak, 2012. "The Value of a Statistical Life: Evidence from Panel Data," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 74-87, February.
    38. Joseph Cook, 2007. "Reliability Of Stated Preferences For Cholera And Typhoid Vaccines With Time To Think In Hue, Vietnam," EEPSEA Special and Technical Paper sp200701s1, Economy and Environment Program for Southeast Asia (EEPSEA), revised Jan 2007.
    39. Ted Gayer & James T. Hamilton & W. Kip Viscusi, 2000. "Private Values Of Risk Tradeoffs At Superfund Sites: Housing Market Evidence On Learning About Risk," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 439-451, August.
    40. Lucas W. Davis, 2004. "The Effect of Health Risk on Housing Values: Evidence from a Cancer Cluster," American Economic Review, American Economic Association, vol. 94(5), pages 1693-1704, December.
    41. Alan Krupnick, 2007. "Mortality-risk Valuation and Age: Stated Preference Evidence," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 1(2), pages 261-282, Summer.
    42. Liu, Jin-Tan & Hammitt, James K. & Liu, Jin-Long, 1997. "Estimated hedonic wage function and value of life in a developing country," Economics Letters, Elsevier, vol. 57(3), pages 353-358, December.
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    2. St-Amour, Pascal, 2024. "Valuing life over the life cycle," Journal of Health Economics, Elsevier, vol. 93(C).

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    More about this item

    Keywords

    VSL; VSCC; Cancer risk; Stated preferences; Test-retest reliability; Construct validity; Criterion validity;
    All these keywords.

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income
    • K32 - Law and Economics - - Other Substantive Areas of Law - - - Energy, Environmental, Health, and Safety Law
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects

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