Selecting Human Health Metrics for Environmental Decision‐Support Tools

Environmental decision-support tools often predict a multitude of different human health effects due to environmental stressors. The accounting and aggregating of these morbidity and mortality outcomes is key to support decision making and can be accomplished by different methods that we call human health metrics. This article attempts to answer two questions: Does it matter which metric is chosen? and What are the relevant characteristics of these metrics in environmental applications? Three metrics (quality adjusted life years (QALYs), disability adjusted life years (DALYs), and willingness to pay (WTP)) have been applied to the same diverse set of health effects due to environmental impacts. In this example, the choice of metric mattered for the ranking of these environmental impacts and it was found for this example that WTP was dominated by mortality outcomes. Further, QALYs and DALYs are sensitive to mild illnesses that affect large numbers of people and the severity of these mild illnesses are difficult to assess. Eight guiding questions are provided in order to help select human health metrics for environmental decision-support tools. Since health metrics tend to follow the paradigm of utility maximization, these metrics may be supplemented with a semi-quantitative discussion of distributional and ethical aspects. Finally, the magnitude of age-dependent disutility due to mortality for both monetary and nonmonetary metrics may bear the largest practical relevance for future research.

[1]  Rolf Frischknecht,et al.  Human health damages due to ionising radiation in life cycle impact assessment , 2000 .

[2]  A. Tversky,et al.  Advances in prospect theory: Cumulative representation of uncertainty , 1992 .

[3]  Switzerland,et al.  Health Costs due to Road Traffic-related Air Pollution , 2002 .

[4]  Yew-Kwang Ng,et al.  The older the more valuable: Divergence between utility and dollar values of life as one ages , 1992 .

[5]  Marilyn J. Field,et al.  Summarizing Population Health: Directions for the Development and Application of Population Metrics , 1998 .

[6]  F. D. de Charro,et al.  Sensitivity and perspective in the valuation of health status: whose values count? , 2000, Health economics.

[7]  G W Torrance,et al.  A utility maximization model for evaluation of health care programs. , 1972, Health services research.

[8]  J. Ratcliffe,et al.  Public preferences for the allocation of donor liver grafts for transplantation. , 2000, Health economics.

[9]  Shekhar Saxena,et al.  Multiple-informant ranking of the disabling effects of different health conditions in 14 countries , 1999, The Lancet.

[10]  Richard D. Morgenstern,et al.  Economic Analyses at EPA: Assessing Regulatory Impact , 1997 .

[11]  C T De Rosa,et al.  Ranking Chemicals Based On Chronic Toxicity Data , 1985, Toxicology and industrial health.

[12]  E Lebret,et al.  An aggregate public health indicator to represent the impact of multiple environmental exposures. , 1999, Epidemiology.

[13]  John McMillan,et al.  Cost-value Analysis in Health Care: Making Sense out of QALYs , 2001 .

[14]  Joel Huber,et al.  Pricing environmental health risks: survey assessments of risk-risk and risk-dollar trade-offs for chronic bronchitis☆ , 1991 .

[15]  M. Goedkoop,et al.  The Eco-indicator 99, A damage oriented method for Life Cycle Impact Assessment , 1999 .

[16]  Paul De Civita,et al.  Eliciting Stated Preferences: An Application to Willingness to Pay for Longevity , 1998, Medical decision making : an international journal of the Society for Medical Decision Making.

[17]  M. Weinstein,et al.  Foundations of cost-effectiveness analysis for health and medical practices. , 1977, The New England journal of medicine.

[18]  J. Olsen,et al.  A note on eliciting distributive preferences for health. , 2000, Journal of health economics.

[19]  J. Murray,et al.  The Global Burden of Disease , 1996 .

[20]  A M Holmes,et al.  A QALY-based societal health statistic for Canada, 1985. , 1995, Social science & medicine.

[21]  E M Faustman,et al.  Use of Quality‐Adjusted Life Year Weights with Dose‐Response Models for Public Health Decisions: A Case Study of the Risks and Benefits of Fish Consumption , 2000, Risk analysis : an official publication of the Society for Risk Analysis.

[22]  Patrick Hofstetter,et al.  Tools for Comparative Analysis of Alternatives: Competing or Complementary Perspectives? , 2002, Risk analysis : an official publication of the Society for Risk Analysis.

[23]  J. Neumann,et al.  Theory of games and economic behavior , 1945, 100 Years of Math Milestones.

[24]  J. Richardson,et al.  Cost utility analysis: what should be measured? , 1994, Social science & medicine.

[25]  James K. Hammitt,et al.  QALYs Versus WTP , 2002 .

[26]  W. Viscusi,et al.  The value of risks to life and health , 1993 .

[27]  Jennifer Fisher Wilson Balancing the Risks and Benefits of Fish Consumption , 2004, Annals of Internal Medicine.

[28]  J L Pinto Prades,et al.  Is the person trade-off a valid method for allocating health care resources? , 1997, Health economics.

[29]  D L Patrick,et al.  Methods for measuring levels of well-being for a health status index. , 1973, Health services research.

[30]  Duncan Neuhauser,et al.  Health Status and Health Policy: Quality of Life in Health Care Evaluation and Resource Allocation , 1994 .

[31]  Paul De Civita,et al.  Eliciting Stated Health Preferences , 1998 .

[32]  J D Graham,et al.  Residential Building Codes, Affordability, and Health Protection: A Risk‐Tradeoff Approach , 1999, Risk analysis : an official publication of the Society for Risk Analysis.

[33]  R. Maynard,et al.  Environmental toxicants: human exposures and their health effects , 2000, Occupational and environmental medicine.

[34]  P. Brickman,et al.  Lottery winners and accident victims: is happiness relative? , 1978, Journal of personality and social psychology.

[35]  D. Fairclough,et al.  Comparison of Time-tradeoff Utilities and Rating Scale Values of Cancer Patients and Their Relatives , 1995, Medical decision making : an international journal of the Society for Medical Decision Making.

[36]  J. Richardson,et al.  Double jeopardy and the use of QALYs in health care allocation. , 1995, Journal of medical ethics.

[37]  R. Feachem,et al.  Water- and Excreta-Related Diseases: Unitary Environmental Classification , 1999 .

[38]  Ben A. van Hout,et al.  Discounting costs and effects: a reconsideration. , 1998 .

[39]  Reinout Heijungs,et al.  A proposal for the classification of toxic substances within the framework of life cycle assessment of products , 1993 .

[40]  J. Brazier,et al.  A checklist for judging preference-based measures of health related quality of life: learning from psychometrics. , 1999, Health economics.

[41]  J K Hammitt Discounting health increments. , 1993, Journal of health economics.

[42]  P. Ubel,et al.  Societal value, the person trade-off, and the dilemma of whose values to measure for cost-effectiveness analysis. , 2000, Health economics.

[43]  H. Gravelle,et al.  Discounting for health effects in cost-benefit and cost-effectiveness analysis. , 2001, Health economics.

[44]  N. Pidgeon,et al.  On the Contingent Valuation of Safety and the Safety of Contingent Valuation: Part 2 - The CV/SG "Chained" Approach , 1998 .

[45]  Joseph S. Pliskin,et al.  Utility Functions for Life Years and Health Status , 1980, Oper. Res..

[46]  M. Weitzman Why the Far-Distant Future Should Be Discounted at Its Lowest Possible Rate , 1998 .

[47]  E. Elbasha,et al.  Discrete time representation of the formula for calculating DALYs. , 2000, Health economics.

[48]  W Slob,et al.  Balancing the risks and benefits of drinking water disinfection: disability adjusted life-years on the scale. , 2000, Environmental health perspectives.

[49]  R. Kane,et al.  Methodology for measuring health-state preferences--II: Scaling methods. , 1989, Journal of clinical epidemiology.

[50]  Per-Olov Johansson,et al.  Quality of life and the WTP for an increased life expectancy at an advanced age , 1997 .

[51]  E. Nord,et al.  Methods for quality adjustment of life years. , 1992, Social science & medicine.

[52]  C J Dougherty,et al.  Quality-adjusted life years and the ethical values of health care. , 1994, American journal of physical medicine & rehabilitation.

[53]  T. Koch,et al.  Life quality vs the 'quality of life': assumptions underlying prospective quality of life instruments in health care planning. , 2000, Social science & medicine.

[54]  B. O'brien,et al.  Holistic versus Composite Preferences for Lifetime Treatment Sequences for Type 2 Diabetes , 1999, Medical decision making : an international journal of the Society for Medical Decision Making.

[55]  Patrick Hofstetter,et al.  Perspectives in life cycle impact assessment , 1998 .

[56]  C. AbouZahr,et al.  Assessing the burden of sexual and reproductive ill-health: questions regarding the use of disability-adjusted life years. , 2000, Bulletin of the World Health Organization.

[57]  B. O'brien,et al.  Willingness to Pay , 1994, Medical decision making : an international journal of the Society for Medical Decision Making.

[58]  Per-Olov Johansson,et al.  On the Value of Changes in Life Expectancy: Blips Versus Parametric Changes , 1997 .

[59]  E. Keeler,et al.  Discounting of Life-Saving and Other Nonmonetary Effects , 1983 .

[60]  S. Gabriel,et al.  Health-related Quality of Life in Economic Evaluations for Osteoporosis , 1999, Medical decision making : an international journal of the Society for Medical Decision Making.

[61]  T. Koch,et al.  The illusion of paradox: commentary on Albrecht, G.L. and Devlieger, P.J. (1998). The disability paradox: high quality of life against all odds. Social Science & Medicine 48, 977-988. , 2000, Social science & medicine.

[62]  C. H. Lyttkens,et al.  Preferences for equity in health behind a veil of ignorance. , 1999, Health economics.

[63]  M. Essink‐bot,et al.  A national burden of disease calculation: Dutch disability-adjusted life-years. Dutch Burden of Disease Group. , 2000, American journal of public health.

[64]  T. Bezembinder,et al.  The Discrepancy between Risky and Riskless Utilities , 1999, Medical decision making : an international journal of the Society for Medical Decision Making.

[65]  W. Groot,et al.  Adaptation and scale of reference bias in self-assessments of quality of life. , 2000, Journal of health economics.

[66]  James K. Hammitt,et al.  Valuing Mortality Risk: Theory and Practice† , 2000 .

[67]  A. Williams,et al.  QALYS and ethics: a health economist's perspective. , 1996, Social science & medicine.

[68]  Richard J. Zeckhauser,et al.  Survival versus Consumption , 1984 .

[69]  J. Richardson,et al.  The importance of Perspective in the Measurement of Quality-adjusted Life Years , 1997, Medical decision making : an international journal of the Society for Medical Decision Making.

[70]  Graham Loomes,et al.  Valuing Health and Safety: Some Economic and Psychological Issues , 1997 .

[71]  Herbert Inhaber Energy Risk Assessment , 1982 .

[72]  Per Magnus,et al.  Valuation of Environmental Goods with Expert Panels , 1997 .

[73]  P. Dolan,et al.  The nature of individual preferences: a prologue to Johannesson, Jonsson and Karlsson. , 1997, Health economics.

[74]  Maureen L. Cropper,et al.  Valuing future risks to life , 1990 .

[75]  J Lipscomb,et al.  Productivity costs, time costs and health-related quality of life: a response to the Erasmus Group. , 1997, Health economics.

[76]  M. Huijbregts Priority Assessment of Toxic Substances in the frame of LCA. Develpment and application of the multi-media fate, exposure and effedt model USES-LCA. , 1999 .

[77]  James K. Hammitt,et al.  Survival is a Luxury Good: The Increasing Value of a Statistical Life , 2000 .

[78]  M. Knapp,et al.  QALYs and mental health care , 1997, Social Psychiatry and Psychiatric Epidemiology.