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Valuing Mortality Risk in China: Comparing Stated-Preference Estimates from 2005 and 2016

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  • Hammitt, James K.
  • Geng, Fangli
  • Guo, Xiaoqi
  • Nielsen, Chris P.

Abstract

We estimate the marginal rate of substitution of income for reduction in current annual mortality risk (the “value per statistical life” or VSL) using stated-preference surveys administered to independent samples of the general population of Chengdu China in 2005 and 2016. We evaluate the quality of estimates by the theoretical criterion that WTP for risk reduction should be strictly positive and nearly proportional to the magnitude of the risk reduction (evaluated by comparing answers between respondents). We test the effect of excluding respondents whose answers violate these validity criteria. For subsamples of respondents that satisfy the criteria, point estimates of the sensitivity of WTP to risk reduction are consistent with theory and yield estimates of VSL that are two to three times larger than estimated using the full samples. Between 2005 and 2016, estimated VSL increased sharply, from about 22,000 USD in 2005 to 550,000 USD in 2016. Income also increased substantially over this period. Attributing the change in VSL solely to the change in income implies an income elasticity of about 2.5.

Suggested Citation

  • Hammitt, James K. & Geng, Fangli & Guo, Xiaoqi & Nielsen, Chris P., 2019. "Valuing Mortality Risk in China: Comparing Stated-Preference Estimates from 2005 and 2016," TSE Working Papers 19-1020, Toulouse School of Economics (TSE).
  • Handle: RePEc:tse:wpaper:123115
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    1. Dora L. Costa & Matthew E. Kahn, 2004. "Changes in the Value of Life, 1940--1980," Journal of Risk and Uncertainty, Springer, vol. 29(2), pages 159-180, September.
    2. Evans, Mary F. & Schaur, Georg, 2010. "A quantile estimation approach to identify income and age variation in the value of a statistical life," Journal of Environmental Economics and Management, Elsevier, vol. 59(3), pages 260-270, May.
    3. Thomas Kniesner & W. Viscusi & James Ziliak, 2010. "Policy relevant heterogeneity in the value of statistical life: New evidence from panel data quantile regressions," Journal of Risk and Uncertainty, Springer, vol. 40(1), pages 15-31, February.
    4. Hammitt, James K. & Herrera-Araujo, Daniel, 2018. "Peeling back the onion: Using latent class analysis to uncover heterogeneous responses to stated preference surveys," Journal of Environmental Economics and Management, Elsevier, vol. 87(C), pages 165-189.
    5. Lisa A. Robinson & James K. Hammitt, 2016. "Valuing Reductions in Fatal Illness Risks: Implications of Recent Research," Health Economics, John Wiley & Sons, Ltd., vol. 25(8), pages 1039-1052, August.
    6. Alberini Anna, 1995. "Efficiency vs Bias of Willingness-to-Pay Estimates: Bivariate and Interval-Data Models," Journal of Environmental Economics and Management, Elsevier, vol. 29(2), pages 169-180, September.
    7. Landry, Pierre F. & Shen, Mingming, 2005. "Reaching Migrants in Survey Research: The Use of the Global Positioning System to Reduce Coverage Bias in China," Political Analysis, Cambridge University Press, vol. 13(1), pages 1-22, January.
    8. 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.
    9. Krupnick, Alan & Alberini, Anna & Cropper, Maureen & Simon, Nathalie & O'Brien, Bernie & Goeree, Ron & Heintzelman, Martin, 2002. "Age, Health and the Willingness to Pay for Mortality Risk Reductions: A Contingent Valuation Survey of Ontario Residents," Journal of Risk and Uncertainty, Springer, vol. 24(2), pages 161-186, March.
    10. 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.
    11. Guo, Xiaoqi & Haab, Timothy C. & Hammitt, James K., 2006. "Contingent Valuation and the Economic Value of Air-Pollution-Related Health Risks in China," 2006 Annual meeting, July 23-26, Long Beach, CA 21366, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    12. 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.
    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. 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.
    15. 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.
    16. Zhilin Mu & Shuchun Bu & Bing Xue, 2014. "Environmental Legislation in China: Achievements, Challenges and Trends," Sustainability, MDPI, vol. 6(12), pages 1-13, December.
    17. 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.
    18. Milton C. Weinstein & Donald S. Shepard & Joseph S. Pliskin, 1980. "The Economic Value of Changing Mortality Probabilities: A Decision-Theoretic Approach," The Quarterly Journal of Economics, Oxford University Press, vol. 94(2), pages 373-396.
    19. 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.
    20. Henrik Lindhjem & Ståle Navrud & Nils Axel Braathen & Vincent Biausque, 2011. "Valuing Mortality Risk Reductions from Environmental, Transport, and Health Policies: A Global Meta‐Analysis of Stated Preference Studies," Risk Analysis, John Wiley & Sons, vol. 31(9), pages 1381-1407, September.
    21. Hammitt, James K., 2017. "Extrapolating the Value Per Statistical Life Between Populations: Theoretical Implications," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 8(2), pages 215-225, July.
    22. repec:reg:rpubli:282 is not listed on IDEAS
    23. Michael Hanemann & John Loomis & Barbara Kanninen, 1991. "Statistical Efficiency of Double-Bounded Dichotomous Choice Contingent Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(4), pages 1255-1263.
    24. Robinson, Lisa A. & Hammitt, James K. & O’Keeffe, Lucy, 2019. "Valuing Mortality Risk Reductions in Global Benefit-Cost Analysis," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 10(S1), pages 15-50, April.
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    Cited by:

    1. Aditi Kharb & Sandesh Bhandari & Maria Moitinho de Almeida & Rafael Castro Delgado & Pedro Arcos González & Sandy Tubeuf, 2022. "Valuing Human Impact of Natural Disasters: A Review of Methods," IJERPH, MDPI, vol. 19(18), pages 1-11, September.
    2. James K. Hammitt, 2020. "Valuing mortality risk in the time of COVID-19," Journal of Risk and Uncertainty, Springer, vol. 61(2), pages 129-154, October.
    3. Rong Tang & Jing Zhao & Yifan Liu & Xin Huang & Yanxu Zhang & Derong Zhou & Aijun Ding & Chris P. Nielsen & Haikun Wang, 2022. "Air quality and health co-benefits of China’s carbon dioxide emissions peaking before 2030," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    4. 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.
    5. Hammitt, James K. & Liu, Jin-Tan & Liu, Jin-Long, 2022. "Is Survival a Luxury Good? Income Elasticity of the Value per Statistical Life," TSE Working Papers 22-1319, Toulouse School of Economics (TSE).
    6. James K. Hammitt & Tuba Tunçel, 2023. "Monetary values of increasing life expectancy: Sensitivity to shifts of the survival curve," Journal of Risk and Uncertainty, Springer, vol. 67(3), pages 239-269, December.
    7. Dan Cai & Si Shi & Shan Jiang & Lei Si & Jing Wu & Yawen Jiang, 2022. "Estimation of the cost-effective threshold of a quality-adjusted life year in China based on the value of statistical life," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(4), pages 607-615, June.
    8. Mengna Luan & Zhigang Tao & Hongjie Yuan, 2023. "Alive but not well: The neglected cost of air pollution," Health Economics, John Wiley & Sons, Ltd., vol. 32(11), pages 2535-2567, November.
    9. James K. Hammitt & Jin-Tan Liu & Jin-Long Liu, 2022. "Is survival a luxury good? Income elasticity of the value per statistical life," Journal of Risk and Uncertainty, Springer, vol. 65(3), pages 239-260, December.
    10. James K. Hammitt & Peter Morfeld & Jouni T. Tuomisto & Thomas C. Erren, 2020. "Premature Deaths, Statistical Lives, and Years of Life Lost: Identification, Quantification, and Valuation of Mortality Risks," Risk Analysis, John Wiley & Sons, vol. 40(4), pages 674-695, April.
    11. Jytte Seested Nielsen & Dorte Gyrd‐Hansen & Trine Kjær, 2021. "Sample restrictions and the elicitation of a constant willingness to pay per quality adjusted life year," Health Economics, John Wiley & Sons, Ltd., vol. 30(5), pages 923-931, May.
    12. W. Kip Viscusi, 2019. "Risk guideposts for a safer society: Introduction and overview," Journal of Risk and Uncertainty, Springer, vol. 58(2), pages 101-119, June.
    13. Jin, Yana & Andersson, Henrik & Zhang, Shiqiu, 2020. "Do preferences to reduce health risks related to air pollution depend on illness type? Evidence from a choice experiment in Beijing, China," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
    14. Wang, Shanyong & Zhang, Rongwei & Wan, Liang & Chen, Jiusong, 2023. "Has Central Government Environmental Protection Interview Improved Air Quality in China?," Ecological Economics, Elsevier, vol. 206(C).

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    More about this item

    Keywords

    value per statistical life; stated preference; willingness to pay;
    All these keywords.

    JEL classification:

    • D61 - Microeconomics - - Welfare Economics - - - Allocative Efficiency; Cost-Benefit Analysis
    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects

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