Anchoring biases in international estimates of the value of a statistical life

被引:0
作者
W. Kip Viscusi
Clayton Masterman
机构
[1] Vanderbilt Law School,Ph.D. Program in Law and Economics
[2] Vanderbilt Law School,undefined
来源
Journal of Risk and Uncertainty | 2017年 / 54卷
关键词
Value of a statistical life; Fatality risk; Publication bias; Anchoring effect; Reference dependence; Meta-analysis; VSL; I18; I12; K32; J17; J31;
D O I
暂无
中图分类号
学科分类号
摘要
U.S. labor market estimates of the value of a statistical life (VSL) were the first revealed preference estimates of the VSL in the literature and continue to constitute the majority of such market estimates. The VSL estimates in U.S. studies consequently may have established a reference point for the estimates that researchers analyzing data from other countries are willing to report and that journals are willing to publish. This article presents the first comparison of the publication selection biases in U.S. and international estimates using a sample of 68 VSL studies with over 1000 VSL estimates throughout the world. Publication selection biases vary across the VSL distribution and are greater for the larger VSL estimates. The estimates of publication selection biases distinguish between U.S. and international studies as well as between government and non-government data sources. Empirical estimates that correct for the impact of these biases reduce the VSL estimates, particularly for studies based on international data. This pattern of publication bias effects is consistent with international studies relying on U.S. estimates as an anchor for the levels of reasonable estimates. U.S. estimates based on the Census of Fatal Occupational Injuries constitute the only major set of VSL studies for which there is no evidence of statistically significant publication selection effects. Adjusting a baseline bias-adjusted U.S. VSL estimate of $9.6 million using estimates of the income elasticity of the VSL may be a sounder approach for generating international estimates of the VSL than relying on direct estimates from international studies.
引用
收藏
页码:103 / 128
页数:25
相关论文
共 37 条
[1]  
Arabsheibani GR(2000)Stability of estimates of the compensation for danger Journal of Risk and Uncertainty 20 247-269
[2]  
Marin A(2004)Estimating the value of a statistical life: The importance of omitted variables and publication bias American Economic Review: Papers and Proceedings 94 454-460
[3]  
Ashenfelter O(2009)The value of a statistical life: A meta-analysis with a mixed effects regression model Journal of Health Economics 28 444-464
[4]  
Greenstone M(2003)On the measurement of job risk in hedonic wage models Journal of Risk and Uncertainty 27 205-220
[5]  
Bellavance F(2016)Star wars: The empirics strike back American Economic Journal: Applied Economics 8 1-32
[6]  
Dionne G(2015)A practitioner’s guide to cluster-robust inference Journal of Human Resources 50 317-372
[7]  
Lebeau M(2012)Are estimates of the value of a statistical life exaggerated? Journal of Health Economics 31 197-206
[8]  
Black DA(1979)Prospect theory: An analysis of decision under risk Econometrica 47 263-291
[9]  
Kniesner TJ(1991)Compensating wage differentials for fatal injury risk in Australia, Japan, and the United States Journal of Risk and Uncertainty 4 75-90
[10]  
Brodeur A(2010)Policy relevant heterogeneity in the value of statistical life: New evidence from panel data quantile regressions Journal of Risk and Uncertainty 40 15-31