Environmental health indicators and a case study of air pollution in Latin American cities.

Environmental health indicators (EHIs) are applied in a variety of research and decision-making settings to gauge the health consequences of environmental hazards, to summarize complex information, or to compare policy impacts across locations or time periods. While EHIs can provide a useful means of conveying information, they also can be misused. Additional research is needed to help researchers and policy-makers understand categories of indicators and their appropriate application. In this article, we review current frameworks for environmental health indicators and discuss the advantages and limitations of various forms. A case study EHI system was developed for air pollution and health for urban Latin American centers in order to explore how underlying assumptions affect indicator results. Sixteen cities were ranked according to five indicators that considered: population exposed, children exposed, comparison to health-based guidelines, and overall PM(10) levels. Results indicate that although some overall patterns in rankings were observed, cities' relative rankings were highly dependent on the indicator used. In fact, a city that was ranked best under one indicator was ranked worst with another. The sensitivity of rankings, even when considering a simple case of a single pollutant, highlights the need for clear understanding of EHIs and how they may be affected by underlying assumptions. Careful consideration should be given to the purpose, assumptions, and limitations of EHIs used individually or in combination in order to minimize misinterpretation of their implications and enhance their usefulness.

[1]  Paulette Middleton,et al.  Integration of technical and value issues in air quality policy formation: A case study , 1983 .

[2]  T. Woodruff,et al.  Use of an index to reflect the aggregate burden of long-term exposure to criteria air pollutants in the United States. , 2002, Environmental health perspectives.

[3]  P. Saldiva,et al.  Urban air pollution and chronic obstructive pulmonary disease-related emergency department visits , 2006, Journal of Epidemiology & Community Health.

[4]  Jerry Spiegel,et al.  Developing Ecosystem Health Indicators in Centro Habana: A Community‐based Approach , 2001 .

[5]  Wills Jt,et al.  Developing indicators for environment and health. , 1995 .

[6]  J. Schwartz,et al.  Health, wealth, and air pollution: advancing theory and methods. , 2003, Environmental health perspectives.

[7]  M. Bell,et al.  Challenges and recommendations for the study of socioeconomic factors and air pollution health effects , 2005 .

[8]  Y. I. Falcón,et al.  TSP, PM10 and PM10/TSP ratios in the Mexico City Metropolitan area: a temporal and spatial approach. , 1993, Journal of exposure analysis and environmental epidemiology.

[9]  Scott L. Zeger,et al.  Spatial and Temporal Variation in PM2.5 Chemical Composition in the United States for Health Effects Studies , 2007, Environmental health perspectives.

[10]  Majid Ezzati,et al.  For Personal Use. Only Reproduce with Permission from the Lancet Publishing Group , 2022 .

[11]  A. Cohen,et al.  EVIDENCE BASED PUBLIC HEALTH POLICY AND PRACTICE Environmental risks in the developing world: exposure indicators for evaluating interventions, programmes, and policies , 2004 .

[12]  C. Corvalan,et al.  Health, environment and sustainable development: identifying links and indicators to promote action. , 1999, Epidemiology.

[13]  G. Carmichael,et al.  Quantifying the human health benefits of curbing air pollution in Shanghai. , 2004, Journal of environmental management.

[14]  M. L. Calijuri,et al.  Estudo de indicadores de saúde ambiental e de saneamento em cidade do Norte do Brasil , 2009 .

[15]  Barry Jessiman,et al.  A Temporal, Multicity Model to Estimate the Effects of Short-Term Exposure to Ambient Air Pollution on Health , 2008, Environmental health perspectives.

[16]  Alan D. Lopez,et al.  Global mortality, disability, and the contribution of risk factors: Global Burden of Disease Study , 1997, The Lancet.

[17]  G. Charalampides,et al.  Sr and Pb isotopes as environmental indicators in environmental studies. , 2002, Environment international.

[18]  G Siracusa,et al.  A new methodology to calculate the environmental protection index (Ep). A case study applied to a company producing composite materials. , 2004, Journal of environmental management.

[19]  Lung function growth in children with long-term exposure to air pollutants in Mexico City. , 2007 .

[20]  Majid Ezzati,et al.  Estimates of global and regional potential health gains from reducing multiple major risk factors , 2003, The Lancet.

[21]  G. Thurston,et al.  Hidden Health Benefits of Greenhouse Gas Mitigation , 2001, Science.

[22]  R. O'Ryan,et al.  Urban Air Quality and Human Health in Latin America and the Caribbean , 2005 .

[23]  D. Dalbokova,et al.  Environmental health indicators: Development of a methodology for the WHO European Region , 2002 .

[24]  M. Bell,et al.  Framework for Estimating Ancillary Public Health Benefits of Improved Air Quality From Climate Change Mitigation , 2007 .

[25]  Chang-Fu Wu,et al.  Spatial-temporal and cancer risk assessment of selected hazardous air pollutants in Seattle. , 2011, Environment international.

[26]  G. Hose,et al.  Spider webs as environmental indicators. , 2002, Environmental pollution.

[27]  H. Pastides An epidemiological perspective on environmental health indicators. , 1995, World health statistics quarterly. Rapport trimestriel de statistiques sanitaires mondiales.

[28]  E. Mentasti,et al.  The use of mosses as environmental metal pollution indicators. , 2003, Chemosphere.

[29]  Megan Landon Intra-urban health differentials in London - urban health indicators and policy implications , 1996 .

[30]  Christopher D. Barr,et al.  Protecting Human Health From Air Pollution: Shifting From a Single-pollutant to a Multipollutant Approach , 2010, Epidemiology.

[31]  B. Wheeler Health-Related Environmental Indices and Environmental Equity in England and Wales , 2004 .

[32]  I. Romieu,et al.  Traffic-related air pollution and respiratory symptoms among asthmatic children, resident in Mexico City: the EVA cohort study , 2008, Respiratory research.

[33]  David M Stieb,et al.  A New Multipollutant, No-Threshold Air Quality Health Index Based on Short-Term Associations Observed in Daily Time-Series Analyses , 2008, Journal of the Air & Waste Management Association.

[34]  I. Romieu,et al.  Urban air pollution in Latin America and the Caribbean: health perspectives. , 1991, World health statistics quarterly. Rapport trimestriel de statistiques sanitaires mondiales.

[35]  Bert Brunekreef,et al.  Association between mortality and indicators of traffic-related air pollution in the Netherlands: a cohort study , 2002, The Lancet.

[36]  M. Viana,et al.  PM speciation and sources in Mexico during the MILAGRO-2006 Campaign , 2007 .

[37]  R. Neff,et al.  Identifying Priority Health Conditions, Environmental Data, and Infrastructure Needs: A Synopsis of the Pew Environmental Health Tracking Project , 2004, Environmental health perspectives.

[38]  Yun-Chul Hong,et al.  Determining the threshold effect of ozone on daily mortality: an analysis of ozone and mortality in Seoul, Korea, 1995-1999. , 2004, Environmental research.

[39]  Benjamin F. Hobbs,et al.  Choosing how to choose: Comparing amalgamation methods for environmental impact assessment , 1985 .

[40]  G. Solomon,et al.  Chemical contaminants in breast milk: time trends and regional variability. , 2002, Environmental health perspectives.

[41]  F. Dominici,et al.  Effect modification by community characteristics on the short-term effects of ozone exposure and mortality in 98 US communities. , 2008, American journal of epidemiology.

[42]  N. Gouveia,et al.  Traffic-Related Air Pollution and Perinatal Mortality: A Case–Control Study , 2008, Environmental health perspectives.

[43]  P. Saldiva,et al.  Urban Air Pollution Risks to Children: A Global Environmental Health Indicator , 1999 .

[44]  Roger D. Peng,et al.  The Exposure–Response Curve for Ozone and Risk of Mortality and the Adequacy of Current Ozone Regulations , 2006, Environmental health perspectives.

[45]  T. Dutkiewicz,et al.  Indicator-based assessment of environmental hazards and health effects in the industrial cities of upper Silesia, Poland. , 2002, Environmental health perspectives.

[46]  W R Ott,et al.  A critical review of air pollution index systems in the United States and Canada. , 1976, Journal of the Air Pollution Control Association.

[47]  P. Hopke The Use of Source Apportionment for Air Quality Management and Health Assessments , 2008, Journal of toxicology and environmental health. Part A.

[48]  Elizabeth A Dinsdale,et al.  Assessing Anchor Damage on Coral Reefs: A Case Study in Selection of Environmental Indicators , 2004, Environmental management.

[49]  L. Lave,et al.  Effect of the Fine Fraction of Particulate Matter versus the Coarse Mass and Other Pollutants on Daily Mortality in Santiago, Chile , 2000, Journal of the Air & Waste Management Association.

[50]  P. J. Peterson,et al.  Developing Environmental Health Indicators as Policy Tools for Endemic Fluorosis Management in the People's Republic of China , 2003, Environmental geochemistry and health.

[51]  Lawrence D. Frank,et al.  Healthy Neighborhoods: Walkability and Air Pollution , 2009, Environmental health perspectives.

[52]  C. Brebbia,et al.  Comparative study of environmental regulations in Latin America. , 2007 .

[53]  S. Kahlmeier,et al.  Environmental health indicators in policy evaluation. , 2004, European journal of public health.

[54]  P. J. Peterson,et al.  Development of Indicators Within Different Policy Contexts for Endemic Arsenic Impacts in the People's Republic of China , 2001 .

[55]  P J Cooper,et al.  Asthma in Latin America: a public heath challenge and research opportunity , 2009, Allergy.

[56]  Ronald H. White,et al.  State-of-the-Science Workshop Report: Issues and Approaches in Low-Dose–Response Extrapolation for Environmental Health Risk Assessment , 2008, Environmental health perspectives.

[57]  Jerry Spiegel,et al.  The Use of Health Indicators in Environmental Assessment , 1997, Journal of Medical Systems.

[58]  J. Schwartz,et al.  Ambient particulate air pollution and cardiac arrhythmia in a panel of older adults in Steubenville, Ohio , 2006, Occupational and Environmental Medicine.

[59]  Roderick J Lawrence,et al.  Urban Environmental Health Indicators: Appraisal and Policy Directives , 2008, Reviews on environmental health.

[60]  Rod A Lea,et al.  Environmental Health Indicators in New Zealand: Drinking Water—A Case Study , 2007, EcoHealth.

[61]  Neha Khanna,et al.  Measuring environmental quality: an index of pollution , 2000 .

[62]  Nelson Gouveia,et al.  The avoidable health effects of air pollution in three Latin American cities: Santiago, São Paulo, and Mexico City. , 2006, Environmental research.

[63]  Rainer Walz,et al.  Development of Environmental Indicator Systems: Experiences from Germany , 2000, Environmental management.

[64]  Aditya Tyagi,et al.  Formation of an Air Pollution Index. , 1999, Journal of the Air & Waste Management Association.

[65]  R. Pong,et al.  A Strategy for Developing Environmental Health Indicators for Rural Canada , 2002, Canadian journal of public health = Revue canadienne de sante publique.

[66]  Ronald H. White,et al.  Particulate air pollution and mortality in the United States: did the risks change from 1987 to 2000? , 2007, American journal of epidemiology.

[67]  Pavlos A Kassomenos,et al.  Development of an aggregate Air Quality Index for an urban Mediterranean agglomeration: relation to potential health effects. , 2007, Environment international.

[68]  Seasonal Variations of PM10 and TSP in Residential and Industrial Sites in an Urban Area of Kolkata, India , 2006, Environmental monitoring and assessment.

[69]  S L Zeger,et al.  Estimating particulate matter-mortality dose-response curves and threshold levels: an analysis of daily time-series for the 20 largest US cities. , 2000, American journal of epidemiology.

[70]  V. Brown The uses of social and environmental health indicators in monitoring the effects of climate change , 1993 .

[71]  T. Books The Times Atlas of the World , 1975 .

[72]  M. Bell,et al.  Air Pollution and Mortality in Latin America: The Role of Education , 2008, Epidemiology.

[73]  Hugh Ellis,et al.  Metrics Matter: Conflicting Air Quality Rankings from Different Indices of Air Pollution , 2005, Journal of the Air & Waste Management Association.

[74]  Joanna Burger,et al.  Perceptual Indicators of Environmental Health, Future Land Use, and Stewardship , 2003, Environmental monitoring and assessment.

[75]  M. Zunckel,et al.  A novel air pollution index based on the relative risk of daily mortality associated with short-term exposure to common air pollutants , 2007 .

[76]  D. Cole,et al.  Consulting the community for environmental health indicator development: the case of air quality , 1999 .

[77]  Kazuhiko Ito,et al.  Cardiovascular Effects of Nickel in Ambient Air , 2006, Environmental health perspectives.

[78]  James Longhurst 1 To 100: Creating an Air Quality Index in Pittsburgh , 2005, Environmental monitoring and assessment.

[79]  C. Corvalan,et al.  Meeting Report: Development of Environmental Health Indicators in Brazil and Other Countries in the Americas , 2005, Environmental health perspectives.

[80]  C. Corvalan,et al.  Framework for the development of environmental health indicators. , 1995, World health statistics quarterly. Rapport trimestriel de statistiques sanitaires mondiales.

[81]  Alan D. Lopez,et al.  Global burden of disease and risk factors , 2006 .

[82]  Alessandro Ferrarini,et al.  Sustainability at the Local Scale: Defining Highly Aggregated Indices for Assessing Environmental Performance. The Province of Reggio Emilia (Italy) as a Case Study , 2004, Environmental management.

[83]  J. Rice,et al.  Environmental health indicators , 2003 .

[84]  M. Bell,et al.  Ancillary human health benefits of improved air quality resulting from climate change mitigation , 2008, Environmental health : a global access science source.

[85]  M. Mazari-Hiriart,et al.  The risk of enteric diseases in young children and environmental indicators in sentinel areas of Mexico City , 2002, International journal of environmental health research.

[86]  Karine Léger,et al.  Comparing urban air quality in Europe in real time a review of existing air quality indices and the proposal of a common alternative. , 2008, Environment international.

[87]  R. Burnett,et al.  Methods for Detecting and Estimating Population Threshold Concentrations for Air Pollution–Related Mortality with Exposure Measurement Error , 1999, Risk analysis : an official publication of the Society for Risk Analysis.

[88]  Joe L. Mauderly,et al.  Is There Evidence for Synergy Among Air Pollutants in Causing Health Effects? , 2008, Environmental health perspectives.

[89]  J. Schwartz,et al.  Association of fine particulate matter from different sources with daily mortality in six U.S. cities. , 2000, Environmental health perspectives.

[90]  M. Krzyzanowski,et al.  Workgroup Report: Developing Environmental Health Indicators for European Children: World Health Organization Working Group , 2007, Environmental health perspectives.