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ArticlePublication 2013Valuing Health Risk Reductions
In this article, the authors discuss how to value risk reductions in the context of …
In this article, the authors discuss how to value risk reductions in the context of benefit-cost analysis. Many public policies and private actions affect the risk of injury, illness, or death, yet changes in these risks are not easily valued using market prices. The authors begin with a pragmatic focus, describing the analytic framework and the approaches currently used for valuation, including estimates of willingness to pay (WTP), cost of illness (COI), and monetized quality-adjusted…
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ArticlePublication 2000Valuing Mortality Risk: Theory and Practice
This article discusses the theoretical foundation and empirical methods for estimating the value of a …
This article discusses the theoretical foundation and empirical methods for estimating the value of a statistical life (VSL). VSL is defined by individuals' preferences for small changes in risk and income, and often used by environmental and other economists to measure the monetary value of reduced mortality risk. The article reviews the dependence of VSL on age, income, baseline mortality risk, and latency.
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ArticlePublication 2013Using Occupational Injury Data to Estimate VSL
This article discusses the use of occupational fatality rate data to estimate the additional pay …
This article discusses the use of occupational fatality rate data to estimate the additional pay workers receive for bearing greater risks, while controlling for other aspects of the job and characteristics of the worker. This tradeoff rate is typically referenced as the value of a statistical life (VSL). The extensive U.S. labor market literature generating VSL estimates has utilized several fatality rate measures which are typically matched to employment information on workers from large datasets.…
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ArticlePublication 2013Demand for Health Risk Reductions
This article describes a stated preference study that estimates the value of numerous fatal health …
This article describes a stated preference study that estimates the value of numerous fatal health risks. The authors use a representative national survey that asks individuals to choose between costly risk-reducing programs and the status quo in randomized stated choice scenarios. The model allows the researchers to separate the effects of discounted net income and avoided illness years, post-illness years, and lost life-years. The authors calculate overall willingness to pay to reduce risks for a wide variety of…
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ArticlePublication 2011Valuing Mortality Risk Reductions: Progress and Challenges
This article focuses on the value of mortality risk reduction, an important component of the …
This article focuses on the value of mortality risk reduction, an important component of the benefits estimates for environmental policies. In recent years, the number, scope, and quality of valuation studies have increased dramatically. Revealed-preference studies of wage compensation for occupational risks, on which analysts have primarily relied, have benefited from improved data and statistical methods. Stated-preference research has improved methodologically and expanded dramatically. In these studies, researchers have explored many issues concerning the validity…
Benefit-Cost Analysis | Preferences/Values | Policy/Regulation | Climate/Environment | College | Graduate | Critical Thinking/Analysis -
BookPublication 2018Pricing Lives: Guideposts for a Safer Society
This book describes how the government came to adopt the value of a statistical life …
This book describes how the government came to adopt the value of a statistical life (VSL) approach for valuing changes in mortality risks and argues that its more widespread use would create a safer and more equitable society. The author estimates these values based on how much more money workers would demand to take on more hazardous jobs; his current estimate is $10 million. The book addresses numerous topics such as whether older people’s lives…
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ReportPublication 2012Mortality Risks in Environment, Health and Transport
This report presents a major meta-analysis of value of a statistical life (VSL) estimates derived …
This report presents a major meta-analysis of value of a statistical life (VSL) estimates derived from surveys around the world. The analysis seeks to explain the differences in the estimates, for example across countries. Differences in incomes and the magnitude of the risk reduction were found to be the factors having the strongest impact, but numerous other policy-relevant factors are also important. The report also presents advice on how VSL estimates can be best used…
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ArticlePublication 2019Valuing Mortality Risk Reductions
This article and the accompanying working paper[1] review the literature and develop recommendations for valuing …
This article and the accompanying working paper[1] review the literature and develop recommendations for valuing mortality risk reductions in benefit-cost analyses that address low- and middle-income countries. Increasing life expectancy is a major goal of many policies implemented around the world. As a result, the value of reducing mortality risks has been extensively studied and several organizations have developed recommendations for estimating these values. However, both the recommendations and the underlying research primarily address high-income…
Benefit-Cost Analysis | Preferences/Values | Priority Setting/Ethics | Health Outcomes | Decision Analysis | Social Determinants | Policy/Regulation | Economics/Finance | Health/Medicine | Global | Critical Thinking/Analysis -
ArticlePublication 2004Self-Protection and Averting Behavior
This article reviews value of statistical life (VSL) estimates inferred from situations in which risk …
This article reviews value of statistical life (VSL) estimates inferred from situations in which risk is at least partly a matter of choice. Individuals engage in household production of health and safety as long as the value of the gain in risk reduction is worth the money, time, and any disutility necessary to produce the risk reduction. The author considers choices about highway speeds, traveler use of protective equipment, crashworthiness of motor vehicles, and housing…
Benefit-Cost Analysis | Preferences/Values | Policy/Regulation | Climate/Environment | College | Graduate | Critical Thinking/Analysis -
ArticlePublication 2012Expert Elicitation of VSL
This article uses expert elicitation to address the monetary value of avoided premature mortality, which …
This article uses expert elicitation to address the monetary value of avoided premature mortality, which typically dominates the quantified benefits of air pollution regulations. Formal expert elicitation methods are one means of characterizing associated uncertainties. The authors undertake a pilot study that elicits quantitative probabilistic judgments of uncertainties in value per statistical life (VSL) estimates for use in an air pollution context. The two-stage elicitation addresses uncertainties in both a base case VSL for a…
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ArticlePublication 2020Premature Deaths, Statistical Lives, and Years of Life
This article clarifies some misconceptions about mortality risk and economic valuation. The mortality effects of …
This article clarifies some misconceptions about mortality risk and economic valuation. The mortality effects of exposure to environmental hazards such as air pollution are often described by the estimated number of “premature deaths” and the economic value of an exposure reduction as the number of “statistical lives saved” multiplied by the “value per statistical life.” These terms can be misleading because the number of deaths advanced by exposure cannot be determined from mortality data; it…
Benefit-Cost Analysis | Preferences/Values | Health Outcomes | Environmental Health | Policy/Regulation | College | Graduate | Critical Thinking/Analysis -
ArticlePublication 2010Valuing Environment-Related Health Risks for Children
This report is the final output of the OECD Valuation of Environment-Related Health Impacts (VERHI) …
This report is the final output of the OECD Valuation of Environment-Related Health Impacts (VERHI) project and presents new research findings. The authors estimate a value per statistical life (VSL) for children and adults based on surveys conducted in the Czech Republic, Italy and the United Kingdom.
Benefit-Cost Analysis | Preferences/Values | Policy/Regulation | Climate/Environment | College | Graduate | Critical Thinking/Analysis -
ArticlePublication 2019Valuing Children's Fatality Risk Reductions
This article addresses the valuation of fatality risk reductions that accrue to children. These risk …
This article addresses the valuation of fatality risk reductions that accrue to children. These risk changes are usually valued based on estimates of adults’ willingness to pay for changes in their own risks, regardless of whether the risk reduction accrues to adults or children. This approach reflects the relatively large number of valuation studies that address adults; however, the literature on children is growing. This article reviews these studies and finds that the ratio of…
Benefit-Cost Analysis | Preferences/Values | Policy/Regulation | Climate/Environment | College | Graduate | Critical Thinking/Analysis -
ArticlePublication 2007Mortality-Risk Valuation and Age
This article addresses whether a single value of statistical life (VSL) should be applied to …
This article addresses whether a single value of statistical life (VSL) should be applied to all age groups or whether lower values should be used for the elderly, recognizing that their life expectancies are shorter than those of younger people. Surveys of different age groups' willingness to pay (WTP) for mortality-risk reductions can potentially help resolve this issue. The 36 studies reviewed suggest that the literature is split on whether older people have a lower WTP…
Benefit-Cost Analysis | Preferences/Values | Policy/Regulation | Climate/Environment | College | Graduate | Critical Thinking/Analysis -
ArticlePublication 2008Adjusting VSL for Age
This article addresses the theoretical ambiguity in the effect of age on the value of …
This article addresses the theoretical ambiguity in the effect of age on the value of statistical life (VSL) using a novel, age-dependent fatal risk measure to estimate age-specific hedonic wage regressions. VSL exhibits an inverted-U-shaped relationship with age. In the year 2000 cross section, workers' VSL rises from $3.7 million (ages 18–24) to $9.7 million (ages 35–44) and declines to $3.4 million (ages 55–62). Controlling for birth-year cohort effects yields a peak VSL of $7.8…
Benefit-Cost Analysis | Preferences/Values | Policy/Regulation | Climate/Environment | College | Graduate | Critical Thinking/Analysis -
Online LearningVideo, Teaching Resource 2020Valuing Statistical Lives: Concepts, Current Practices, and Challenges
Many policies aim to improve longevity, decreasing the risk of death in each year, and …
Many policies aim to improve longevity, decreasing the risk of death in each year, and the value of these risk reductions often dominate the estimated benefits of risk regulations and other policies. This value is often expressed as the value per statistical life (VSL), a term that is widely misunderstood. It is not the value that the analyst, the government, or the individual places on saving an identified life with certainty. Instead, it reflects individuals’…
Benefit-Cost Analysis | Policy/Regulation | Climate/Environment | Health/Medicine | Global -
Working PaperPublication 2018Valuing Nonfatal Health Risk Reductions
This paper explores approaches for valuing nonfatal risk reductions associated with policy choices in low- …
This paper explores approaches for valuing nonfatal risk reductions associated with policy choices in low- and middle-income countries. The approach for valuation ideally would be based on estimates of individuals’ willingness to pay for changes in their own risks. However, high quality valuation research is not available for many nonfatal conditions even in high-income settings. Typically, two approaches are used either alone or in combination as rough proxies. The first involves applying an estimate of…
Benefit-Cost Analysis | Preferences/Values | Priority Setting/Ethics | Health Outcomes | Decision Analysis | Social Determinants | Policy/Regulation | Economics/Finance | Health/Medicine | Global | Critical Thinking/Analysis -
ArticlePublication 2002QALYs versus WTP
This article discusses quality adjusted life years (QALYs) and willingness to pay (WTP), which are …
This article discusses quality adjusted life years (QALYs) and willingness to pay (WTP), which are alternative measures of the value of reductions in health risks. Although both methods are based on individual preferences, the underlying assumptions differ. The different bases yield systematically different conclusions about the relative value of reducing health and mortality risks to individuals who differ in age, preexisting health conditions, income, and other factors. The choice of which method to use depends…
Benefit-Cost Analysis | Preferences/Values | Policy/Regulation | Climate/Environment | College | Graduate | Critical Thinking/Analysis -
ArticlePublication 2017Valuing Non-Fatal Risks: Monetary and Health-Utility Measures
This article discusses metrics for valuing environmental, health, and safety policies, which should be consistent …
This article discusses metrics for valuing environmental, health, and safety policies, which should be consistent with both the preferences of affected individuals and social preferences for distribution of health risks in the population. Two classes of metrics are widely used: monetary measures (e.g., willingness to pay) and health-utility measures (e.g., quality-adjusted life years (QALYs), disability-adjusted life years (DALYs)). Health-utility measures impose more structure than monetary measures, with the result that individuals’ preferences often appear inconsistent…
Benefit-Cost Analysis | Preferences/Values | Policy/Regulation | Climate/Environment | College | Graduate | Critical Thinking/Analysis
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