Expert Elicitation of the Value per Statistical Life in an Air Pollution Context

Risk Analysis

Volumn 32, Issue 12, 2012, Pages 2133-2151

  Roman, Henry A ^a   Hammitt, James K ^b,c   Walsh, Tyra L ^a   Stieb, David M ^d  

^a Industrial Economics Incorporated   (United States)

^b HARVARD CENTER FOR RISK ANALYSIS   (United States)

^c TOULOUSE SCHOOL OF ECONOMICS   (France)

^d HEALTH CANADA   (Canada)

Author keywords

Air pollution; Expert judgment; Uncertainty analysis; Value per statistical life

Indexed keywords

AIR QUALITY MODELS; ECONOMIC VALUES; ELICITATION METHODS; EXPERT ELICITATION; EXPERT JUDGMENT; HEALTH STATUS; MORTALITY RISK; POLICY MAKING; POLLUTION REGULATION; PREMATURE MORTALITY; PROBABILISTIC UNCERTAINTY; STATISTICAL LIFE;

AIR POLLUTION; AIR QUALITY; PROBABILITY DISTRIBUTIONS;

UNCERTAINTY ANALYSIS;

AIR QUALITY; ATMOSPHERIC POLLUTION; ECONOMIC ANALYSIS; INTEGRATED APPROACH; MORTALITY; POLICY MAKING; UNCERTAINTY ANALYSIS;

AIR POLLUTION; ARTICLE; CANADA; HUMAN; UNCERTAINTY;

AIR POLLUTION; CANADA; HUMANS; UNCERTAINTY;

CANADA;

EID: 84871150873     PISSN: 02724332     EISSN: 15396924     Source Type: Journal    
DOI: 10.1111/j.1539-6924.2012.01826.x     Document Type: Article

References (69)

1. Regulatory Impact Analysis for the Final Clean Air Interstate Rule. Washington, DC : U.S. Environmental Protection Agency, 2005.
2. The Benefits and Costs of the Clean Air Act from 1990 to 2010. Washington, DC : U.S. Environmental Protection Agency, 2011.
3. Industrial Economics, Inc. An Expert Judgment Assessment of the Concentration-response Relationship Between PM2.5 Exposure and Mortality, EPA. NC : Research Triangle Park. 2004.
4. Roman HA, Walker KD, Walsh TL, Conner L, Richmond HM, Hubbell BJ, Kinney PL. Expert judgment assessment of the mortality impact of changes in ambient fine particulate matter in the U.S. Environmental Science and Technology, 2008; 42(7):2268-2274.
5. Cooke RM, Wilson AM, Toumisto JT, Morales O, Tanio M, Evans JS. A probabilistic characterization of the relationship between fine particulate matter and mortality: Elicitation of european experts. Environmental Science and Toxicology, 2007; 41:6598-6605.
6. U.S. Environmental Protection Agency-Science Advisory Board (US.EPA-SAB). Review of EPA's Draft Expert Elicitation Task Force White Paper. EPA-SAB-10-003. Available at: http://yosemite.epa.gov/sab/sabproduct.nsf/061D0E0A700B6D4F852576B20074C2E2/$File/EPA-SAB-10--003-unsigned.pdf. 2010. Accessed January 2012.
7. Drèze J. L'utilité sociale d'une vie humaine. [The social utility of a human life]. Revue Française de Recherche Opérationelle, 1962; 6:93-118.
8. Jones-Lee MW. The value of changes in the probability of death or injury. Journal of Political Economy, 1974; 99:835-849.
9. Weinstein MC, Shepard DS; Pliskin JS. The economic value of changing mortality probabilities: A decision-theoretic approach. Quarterly Journal of Economics, 1980; 94:373-396.
10. Hammitt JK. Valuing mortality risk: Theory and practice. Environmental Science and Technology, 2000; 34:1396-1400.
11. Johansson PO. Is there a meaningful definition of the value of a statistical life? Journal of Health Economics, 2001; 20:131-139.
12. Viscusi WK, Aldy JE. The value of a statistical life: A critical review of market estimates throughout the world. Journal of Risk and Uncertainty, 2003; 27(1):5-76.
13. Hammitt JK, Haninger K. Valuing fatal risks to children and adults: Effects of disease, latency, and risk aversion. Journal of Risk and Uncertainty, 2010; 40:57-83.
14. Hammitt JK, Robinson LA. The income elasticity of the value per statistical life: Transferring estimates between high and low income populations. Journal of Benefit-Cost Analysis, 2011; 2(1): DOI: 10.2202/2152-2812.
15. Cropper ML, Hammitt JK, Robinson LA. Valuing mortality-risk reductions: Progress and challenges. Annual Review of Resource Economics, 2011; 3:313-336.
16. Cooke RM. Experts in Uncertainty: Opinion and Subjective Probability in Science. New York : Oxford University Press, 1991.
17. Morgan MG, Morris SC, Henrion M, Amaral DAL, Rish WR. Technical uncertainty in quantitative policy analysis-a sulfur air pollution example. Risk Analysis, 1984; 4:201-216.
18. Morgan MG, Pitelka LF, Shevliakova E. Elicitation of expert judgments of climate change impacts on forest ecosystems. Climatic Change, 2001; 49:279-307.
19. Evans JS, Gray GM, Sielken RL, Smith AE, Valdez-Flores C, Graham JD. Use of probabilistic expert judgment in uncertainty analysis of carcinogenic potency. Regulatory Toxicological Pharmacoly, 1994; 20:15-36.
20. Walker KD, Evans JS, MacIntosh D. Use of expert judgment in exposure assessment. Part 1. Characterization of personal exposure to benzene. J Expo Anal Environ Epidemiol, 2001; 11:308-322.
21. Walker KD, Catalano P, Hammitt JK, Evans JS. Use of expert judgment in exposure assessment: Part 2. Calibration of expert judgments about personal exposures to benzene. J Expo Anal Environ Epidemiol, 2003; 13:1-16.
22. Kahneman D, Slovic P, Tversky A. Judgment Under Uncertainty: Heuristics and Biases. Cambridge, UK : Cambridge University Press, 1982.
23. Hawkins NC, Graham JD. Expert scientific judgment and cancer risk assessment: A pilot study of pharmacokinetic data. Risk Analysis, 1990; 8:615-625.
24. Morgan MG, Henrion M. Uncertainty: A Guide to Dealing With Uncertainty in Quantitative Risk and Policy Analysis. New York, NY : Cambridge University Press, 1990.
25. Winkler RL, Poses RM. Evaluating and combining physicians' probabilities of survival in an intensive care unit. Management Science, 1993; 12:1526-1543.
26. Pope CA III, Burnett RT, Thun MJ, Calle EE, Krewski D, Ito K, Thurston GD. Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. Journal of American Medical Association, 2002; 287:1132-1141.
27. Chestnut LG, DeCivita P. Economic Valuation of Mortality Risk Reduction: Review and Recommendations for Policy Analysis. Government of Canada Policy Research Initiative Working Paper Series 037, September, 2008.
28. Kochi I, Hubbell B, Kramer R. An empirical bayes approach to combining and comparing estimates of the value of a statistical life for environmental policy analysis. Environment and Resource Economics, 2006; 34:385-406.
29. Mrozek JR, Taylor LO. What determines the value of life? a meta-analysis. Journal of Policy Analysis and Management, 2002; 21(2):253-270.
30. Lanoie P, Pedro C, Latour R. The value of a statistical life: A comparison of two approaches. Journal of Risk and Uncertainty, 1995; 10(3): 235-257.
31. Adamowicz W, Dupont D, Krupnick AJ, Zhang J. Valuation of cancer and microbial disease risk reductions in municipal drinking water: An analysis of risk context using multiple valuation methods. Resources for the Future Discussion Paper 07-39. 2007.
32. Alberini A, Cropper M, Krupnick A, Simon, NB. Does the value of a statistical life vary with age and health status? Evidence from the U.S. and Canada. Journal of Environmental Economics and Management, 2004; 48(1):769-792.
33. Alberini A, Cropper M, Krupnick A, Simon N. Willingness to pay for mortality risk reductions: Does latency matter? Journal of Risk and Uncertainty, 2006; 32(3):231-245.
34. Aldy JE, Viscusi WK. Adjusting the value of a statistical life for age and cohort effects. The Review of Economics and Statistics, 2008; 90(3):573-581.
35. Cameron TA, DeShazo JR, Johnson EH. Willingness to Pay for Health Risk Reductions: Differences by Type of Illness. Working paper presented at the Association of Environmental and Resource Economists workshop on Health and the Environment. June, 2008.
36. Carlin PS, Sandy R. Estimating the implicit value of a young child's life. Southern Economic Journal, 1991; 58(1):186-202.
37. Chestnut LG, Rowe RD, Lazo JK, Breffle WS. Economic Valuation of Mortality Risk Reduction: Stated Preference Approach. Boulder, CO : Report prepared for Cornell University by Stratus Consulting Inc., November, 2003.
38. Chestnut LG, Rowe RD, Breffle WS. Economic Valuation of Mortality Risk Reduction: Stated Preference Approach in Canada. Boulder, CO : Report prepared for Paul De Civita, Health Canada by Stratus Consulting Inc., December, 2004.
39. Chilton S, Jones-Lee J, Kiraly F, Metcalf H, Pang W. Dread risks. Journal of Risk and Uncertainty, 2006; 33:165-182.
40. Costa DL, Kahn M. Changes in the value of life, 1940-1980. Journal of Risk and Uncertainty, 2004; 29(2):159-180.
41. DeLeire T, Timmins C. Roy Model Sorting and Non-Random Selection in the Valuation of a Statistical Life. NBER Working Papers 14364, National Bureau of Economic Research, Inc., 2008.
42. DeShazo JR, Cameron TA. Mortality and Morbidity Risk Reduction: An Empirical Life-Cycle Model of Demand with Two Types of Age Effects. Unpublished paper, Department of Policy Studies, University of California at Los Angeles, 2004.
43. DeShazo JR, Cameron TA. The Effect of Health Status on Willingness to Pay for Morbidity and Mortality Risk Reductions. California Center for Population Research, Online Working Paper Series. CCPR-050-05, 2005.
44. Dickie M, Messman VL. Parental altruism and the value of avoiding acute illness: Are kids worth more than parents? Journal of Environmental Economics and Management, 2004; 48(3):1146-1174.
45. Gayer T, Hamilton JT, Viscusi WK. The market value of reducing cancer risk: Hedonic housing prices with changing information. Southern Economic Journal, 2002; 69(2): 266-289.
46. Hammitt JK, Liu J-T, Liu J-L. Survival is a Luxury Good: The Increasing Value of a Statistical Life. Prepared for the NBER Summer Institute Workshop on Public Policy and the Environment, 2000.
47. Jenkins RR, Owens N, Wiggins LB. Valuing reduced risks to children: The case of bicycle safety helmets. Contemporary Economic Policy, 2001; 19(4): 397-408.
48. Johannesson M, Johansson P-O. To be or not to be, that is the question: An empirical study of the WTP for an increased life expectancy at an advanced age. Journal of Risk and Uncertainty, 1996; 13:163-174.
49. Johansson P-O. On the definition and age dependency of the value of a statistical life. Journal of Risk and Uncertainty, 2002; 25:251-263.
50. Kniesner KJ, Viscusi WK, Woock C, Ziliak JP. Pinning Down the Value of Statistical Life. IZA Discussion Paper No. 3107. October, 2007.
51. Krupnick A, Cropper M, Alberini A, Simon N, O'Brien B, Goeree R. Age, health and the willingness to pay for mortality risk reductions: A contingent valuation survey of ontario residents. Journal of Risk and Uncertainty, 2002; 24(2):161-175.
52. Krupnick A. Mortality-risk valuation and age: Stated preference evidence. Review of Environmental Economics and Policy, 2007; 1(2):261-282.
53. Liu J-T, Hammitt JK, Wang JD, Liu J-L. Mother's willingness to pay for her own and her child's health: A contingent valuation survey in taiwan. Health Economics, 2000; 9(4):319-326.
54. Magat WA, Viscusi WK, Huber J. A reference lottery metric for valuing health. Management Science, 1996; 42(8):1118-1130.
55. Meng R, Smith DA. The impact of workers' compensation on wage premiums for job hazards. Applied Economics, 1999; 31(9):1101-1108.
56. Moore MJ, Viscusi WK. Discounting environmental health risks: New evidence and policy implications. Journal of Environmental Economics and Management, 1990; 18(2):S51-S62.
57. Shepard DS, Zeckhauser RJ. Life cycle consumption and willingness to pay for increased survival. Pp. 95-141 in Jones-Lee MW (ed). Value of Life and Safety. Amsterdam : North-Holland, 1982.
58. Slovic P. Perception of risk. Science, 1987; 236:280-285.
59. Smith VK, Evans MF, Huyn K, Taylor DH, Jr. Do the near-elderly value mortality risks differently? The Review of Economics and Statistics, 2004; 86(1):423-429.
60. Van Houtven G, Sullivan MB, Dockins C. Cancer premiums and latency effects: A risk tradeoff approach for valuing reductions in fatal cancer risks. Journal of Risk and Uncertainty, 2008; 36:179-199.
61. Viscusi WK, Aldy JE. Labor market estimates of the senior discount for the value of statistical life. Journal of Environmental Economics and Management, 2007; 53(3):377-392.
62. Viscusi WK. The value of life: Estimates with risks by occupation and industry. Economic Inquiry, 2004; 42(1):29-48.
63. Viscusi WK, Evans WN. Utility functions that depend on health status: Estimates and economic implications. American Economic Review, 1990; 80:353-374.
64. Viscusi WK. Racial differences in labor market values of a statistical life. Journal of Risk and Uncertainty, 2003; 27(3):239-256.
65. Hammitt JK. Valuing changes in mortality risk: Lives saved vs. life years saved. Review of Environmental Economics and Policy, 2007; 1: 228-240.
66. Chestnut LG, DeCivita P. Economic Valuation of Mortality Risk Reduction: Review and Recommendations for Policy and Regulatory Analysis. Government of Canada Policy Research Initiative Research Paper PH4-51/2009E-PDF. March, 2009.
67. Walker KD. Memorandum to Jim Neumann, Henry Roman, and Tyra Gettleman, Industrial Economics, Inc. Appropriate Number of Experts for the Particulate Matter Expert Judgment Project. November 11, 2004.
68. Cooke RM, Goossens LHJ. TU Delft expert judgment data base. Reliability Engineering and System Safety, 2008; 93:657-674.
69. Hora SC. Probability judgments for continuous quantities: Linear combinations and calibration. Management Science, 2004; 50:567-604.