Meta-Analysis of Time-Series Studies of Air Pollution and Mortality: Effects of Gases and Particles and the Influence of Cause of Death, Age, and Season

Abstract A comprehensive, systematic synthesis was conducted of daily time-series studies of air pollution and mortality from around the world. Estimates of effect sizes were extracted from 109 studies, from single- and multipollutant models, and by cause of death, age, and season. Random effects pooled estimates of excess all-cause mortality (single-pollutant models) associated with a change in pollutant concentration equal to the mean value among a representative group of cities were 2.0% (95% CI 1.5-2.4%) per 31.3 μg/m3 particulate matter (PM) of median diameter <10 μm (PM10); 1.7% (1.2-2.2%) per 1.1 ppm CO; 2.8% (2.1-3.5%) per 24.0 ppb NO2; 1.6% (1.1-2.0%) per 31.2 ppb O3; and 0.9% (0.7-1.2%) per 9.4 ppb SO2 (daily maximum concentration for O3, daily average for others). Effect sizes were generally reduced in multipollutant models, but remained significantly different from zero for PM10 and SO2. Larger effect sizes were observed for respiratory mortality for all pollutants except O3. Heterogeneity among studies was partially accounted for by differences in variability of pollutant concentrations, and results were robust to alternative approaches to selecting estimates from the pool of available candidates. This synthesis leaves little doubt that acute air pollution exposure is a significant contributor to mortality.

[1]  A. Peters,et al.  Associations between mortality and air pollution in central Europe. , 2000, Environmental health perspectives.

[2]  M. Salinas,et al.  The effect of outdoor air pollution on mortality risk: an ecological study from Santiago, Chile. , 1995, World health statistics quarterly. Rapport trimestriel de statistiques sanitaires mondiales.

[3]  R. Burnett,et al.  Identifying subgroups of the general population that may be susceptible to short-term increases in particulate air pollution: a time-series study in Montreal, Quebec. , 2000, Research report.

[4]  J. Ioannidis,et al.  Issues in comparisons between meta-analyses and large trials. , 1998, JAMA.

[5]  S H Moolgavkar,et al.  Air pollution and daily mortality in three U.S. counties. , 2000, Environmental health perspectives.

[6]  Nuntavarn Vichit-Vadakan,et al.  The Impact of Particulate Matter on Daily Mortality in Bangkok, Thailand. , 1999, Journal of the Air & Waste Management Association.

[7]  J Sacks,et al.  Effect of outdoor airborne particulate matter on daily death counts. , 1995, Environmental health perspectives.

[8]  J. Schwartz,et al.  Air pollution and cause-specific mortality in Milan, Italy, 1980-1989. , 1999, Archives of environmental health.

[9]  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.

[10]  J. Schwartz,et al.  Air pollution and daily mortality: a review and meta analysis. , 1994, Environmental research.

[11]  Kazuhiko Ito,et al.  A Sensitivity Analysis of Mortality/Pm-10 Associations in Los Angeles , 1995 .

[12]  Jong-Tae Lee,et al.  Air pollution and daily mortality in Seoul and Ulsan, Korea. , 1999, Environmental health perspectives.

[13]  Dana Loomis,et al.  Airborne Coarse Particles and Mortality , 2000 .

[14]  D. Dockery,et al.  Epidemiology of Particle Effects , 1999 .

[15]  I. Olkin,et al.  Meta-analysis of observational studies in epidemiology - A proposal for reporting , 2000 .

[16]  A Study of the Association between Daily Mortality and Ambient Air Pollutant Concentrations in Pittsburgh, Pennsylvania , 2000, Journal of the Air & Waste Management Association.

[17]  U. Epa Air Quality Criteria for Particulate Matter , 1996 .

[18]  W G Kreyling,et al.  Daily mortality and fine and ultrafine particles in Erfurt, Germany part I: role of particle number and particle mass. , 2000, Research report.

[19]  S Perz,et al.  Increases in heart rate during an air pollution episode. , 1999, American journal of epidemiology.

[20]  J Schwartz,et al.  The distributed lag between air pollution and daily deaths. , 2000, Epidemiology.

[21]  J. Goldsmith,et al.  AIR POLLUTION AND DAILY MORTALITY , 1961, The American journal of the medical sciences.

[22]  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.

[23]  K. Katsouyanni,et al.  Short-term effects of air pollution on mortality in Athens. , 1986, International journal of epidemiology.

[24]  Nelson Gouveia,et al.  Time series analysis of air pollution and mortality: effects by cause, age and socioeconomic status , 2000, Journal of epidemiology and community health.

[25]  N. Laird,et al.  Meta-analysis in clinical trials. , 1986, Controlled clinical trials.

[26]  S L Zeger,et al.  Air pollution and mortality in Philadelphia, 1974-1988. , 1997, American journal of epidemiology.

[27]  R. Burnett,et al.  A time-series analysis of acidic particulate matter and daily mortality and morbidity in the Buffalo, New York, region. , 1999, Environmental health perspectives.

[28]  G. Hoek,et al.  Is SO2 A Causative Factor for the PM-Associated Mortality Risks in the Netherlands? , 2000 .

[29]  Suresh H. Moolgavkar,et al.  Particulate Air Pollution, Sulfur Dioxide, and Daily Mortality: A Reanalysis of the Steubenville Data , 1995 .

[30]  C. Pope,et al.  Daily mortality and PM10 pollution in Utah Valley. , 1992, Archives of environmental health.

[31]  Kazuhiko Ito,et al.  Daily PM10/mortality associations: an investigations of at-risk subpopulations. , 1996, Journal of exposure analysis and environmental epidemiology.

[32]  S. Rahlenbeck,et al.  Air pollution and mortality in East Berlin during the winters of 1981-1989. , 1996, International journal of epidemiology.

[33]  K. Dickersin The existence of publication bias and risk factors for its occurrence. , 1990, JAMA.

[34]  R. Dersimonian,et al.  Resolving discrepancies between a meta-analysis and a subsequent large controlled trial. , 1999, JAMA.

[35]  B. Ostro,et al.  Air pollution and daily mortality in the Coachella Valley, California: a study of PM10 dominated by coarse particles. , 1999, Environmental research.

[36]  S. Hales,et al.  Daily mortality in relation to weather and air pollution in Christchurch, New Zealand , 2000, Australian and New Zealand journal of public health.

[37]  G A Norris,et al.  Associations between air pollution and mortality in Phoenix, 1995-1997. , 2000, Environmental health perspectives.

[38]  S. Corbett,et al.  Air pollution and daily mortality in Sydney, Australia, 1989 through 1993. , 1998, American journal of public health.

[39]  J. Sarnat,et al.  Fine particulate air pollution and mortality in 20 U.S. cities. , 2001, The New England journal of medicine.

[40]  K. Myers,et al.  Improving the accuracy of death certification. , 1998, CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne.

[41]  D. Bates,et al.  Particulate air pollution. , 1996, Thorax.

[42]  E. Luebeck,et al.  A critical review of the evidence on particulate air pollution and mortality. , 1996, Epidemiology.

[43]  J Schwartz,et al.  Air pollution and daily mortality in Birmingham, Alabama. , 1993, American journal of epidemiology.

[44]  G. Prescott,et al.  Urban air pollution and cardiopulmonary ill health: a 14.5 year time series study. , 1998, Occupational and environmental medicine.

[45]  F. Forastiere,et al.  Air pollution and daily mortality in Rome, Italy. , 1998, Occupational and environmental medicine.

[46]  B. Ostro,et al.  Coarse and fine particles and daily mortality in the Coachella Valley, California: a follow-up study , 2000, Journal of Exposure Analysis and Environmental Epidemiology.

[47]  A. Tobías,et al.  Air pollution and mortality in Barcelona. , 1996, Journal of epidemiology and community health.

[48]  D. Loomis,et al.  Mortality and ambient fine particles in southwest Mexico City, 1993-1995. , 1998, Environmental health perspectives.

[49]  A. Tobías,et al.  Modelling influenza epidemics in the relation between black smoke and total mortality. A sensitivity analysis. , 1999, Journal of epidemiology and community health.

[50]  G. Thurston,et al.  A critical review of PM10-mortality time-series studies. , 1996, Journal of exposure analysis and environmental epidemiology.

[51]  D. Strachan,et al.  Short-term associations between outdoor air pollution and mortality in London 1992-4. , 1999, Occupational and environmental medicine.

[52]  S L Zeger,et al.  Harvesting-resistant estimates of air pollution effects on mortality. , 1999, Epidemiology.

[53]  Kazuhiko Ito,et al.  Variations in PM-10 Concentrations Within two Metropolitan Areas and Their Implications for Health Effects Analyses , 1995 .

[54]  R. Klemm,et al.  Aerosol Research and Inhalation Epidemiological Study (ARIES): Air Quality and Daily Mortality Statistical Modeling— Interim Results , 2000, Journal of the Air & Waste Management Association.

[55]  D. Krewski,et al.  ASSOCIATION BETWEEN PARTICULATE- AND GAS-PHASE COMPONENTS OF URBAN AIR POLLUTION AND DAILY MORTALITY IN EIGHT CANADIAN CITIES , 2000, Inhalation toxicology.

[56]  Ronald W. Williams,et al.  Daily variation of particulate air pollution and poor cardiac autonomic control in the elderly. , 1999, Environmental health perspectives.

[57]  J. Bailar The promise and problems of meta-analysis. , 1997, The New England journal of medicine.

[58]  J Schwartz,et al.  Ambient pollution and heart rate variability. , 2000, Circulation.

[59]  D. Krewski,et al.  Adjusting for temporal variation in the analysis of parallel time series of health and environmental variables. , 1998, Journal of exposure analysis and environmental epidemiology.

[60]  C. Pope,et al.  Particulate air pollution and daily mortality on Utah's Wasatch Front. , 1999, Environmental health perspectives.

[61]  S. Ruiz-Velasco,et al.  Daily respiratory mortality and PM10 pollution in Mexico City: importance of considering place of death. , 2000, The European respiratory journal.

[62]  J. Schwartz,et al.  Mortality and air pollution in London: a time series analysis. , 1990, American journal of epidemiology.

[63]  J. Mackenbach,et al.  Air pollution, lagged effects of temperature, and mortality: The Netherlands 1979-87. , 1993, Journal of epidemiology and community health.

[64]  S. Greenland,et al.  Guidelines for application of meta-analysis in environmental epidemiology. ISLI Risk Science Institute. , 1995, Regulatory toxicology and pharmacology : RTP.

[65]  D. Dockery,et al.  Air pollution and mortality in elderly people: a time-series study in Sao Paulo, Brazil. , 1995, Archives of environmental health.

[66]  S J Pocock,et al.  Short-term effects of air pollution on daily mortality in Athens: a time-series analysis. , 1994, International journal of epidemiology.

[67]  B. Ostro,et al.  Air pollution and mortality: results from a study of Santiago, Chile. , 1996, Journal of exposure analysis and environmental epidemiology.

[68]  D. Dockery,et al.  A case-crossover analysis of air pollution and mortality in Philadelphia. , 1999, Environmental health perspectives.

[69]  A. Le Tertre,et al.  Short term respiratory health effects of ambient air pollution: results of the APHEA project in Paris. , 1996, Journal of epidemiology and community health.

[70]  D. Dockery,et al.  Effects of Particulate Air Pollution Exposures , 2000 .

[71]  Joel Schwartz,et al.  Short-term Effects of Ambient Oxidant Exposure on Mortality: A Combined Analysis within the APHEA Project , 1997 .

[72]  R. Wyzga,et al.  Air pollution and mortality: issues and uncertainties. , 1995, Journal of the Air & Waste Management Association.

[73]  B. Ostro,et al.  The association of air pollution and mortality: examining the case for inference. , 1993, Archives of environmental health.

[74]  J Schwartz,et al.  Increased mortality in Philadelphia associated with daily air pollution concentrations. , 1992, The American review of respiratory disease.

[75]  R. Burnett,et al.  25 ASSOCIATIONS BETWEEN DAILY MORTALITY, OZONE AND PARTICULATE AIR POLLUTION IN TORONTO, CANADA , 1995 .

[76]  Sverre Vedal,et al.  Ambient particles and health: lines that divide. , 1997, Journal of the Air & Waste Management Association.

[77]  L. Thalib,et al.  Effects of ambient particle pollution on daily mortality in Melbourne, 1991–1996 , 2000, Journal of Exposure Analysis and Environmental Epidemiology.

[78]  J. Alberdi,et al.  Daily mortality in Madrid community 1986–1992: Relationship with meteorological variables , 1998, European Journal of Epidemiology.

[79]  S. Rutherford,et al.  Associations between outdoor air pollution and daily mortality in Brisbane, Australia. , 1997, Archives of environmental health.

[80]  J. L. Harrison,et al.  The Government Printing Office , 1968, American Journal of Pharmaceutical Education.

[81]  Y. Osada Short term associations between outdoor air pollution and mortality in London. Brenner, S.A., Anderson, H.R., Atkinson, R.W., McMichael, A.J., Strachan, D.P., Bland, J.M., and Bower, J.S.: Occup. Environ. Med., 56(4): 237-244, 1999(Abstracts of foreign literature) , 1999 .

[82]  J. Schwartz Daily deaths are associated with combustion particles rather than SO2 in Philadelphia , 2000, Occupational and environmental medicine.

[83]  J. Schwartz,et al.  Particulate air pollution and daily mortality in Detroit. , 1991, Environmental research.

[84]  D. Fairley Daily mortality and air pollution in Santa Clara County, California: 1989-1996. , 1999, Environmental Health Perspectives.

[85]  F. Ballester,et al.  Air pollution and mortality in Valencia, Spain: a study using the APHEA methodology. , 1996, Journal of epidemiology and community health.

[86]  D. Dockery,et al.  Particulate air pollution and daily mortality in Steubenville, Ohio. , 1992, American journal of epidemiology.

[87]  R. Elton,et al.  Particulate air pollution and the blood , 1999, Thorax.

[88]  J. Schwartz,et al.  Race, gender, and social status as modifiers of the effects of PM10 on mortality. , 2000, Journal of occupational and environmental medicine.

[89]  M Lippmann,et al.  Associations of London, England, daily mortality with particulate matter, sulfur dioxide, and acidic aerosol pollution. , 1993, Archives of environmental health.

[90]  J. Schwartz,et al.  Is Daily Mortality Associated Specifically with Fine Particles? , 1996, Journal of the Air & Waste Management Association.

[91]  S. Walters,et al.  Short term variations in hospital admissions and mortality and particulate air pollution. , 1997, Occupational and environmental medicine.

[92]  D. Loomis,et al.  Air pollution and infant mortality in Mexico City. , 1999, Epidemiology.

[93]  J Lellouch,et al.  Short-term effects of sulphur dioxide pollution on mortality in two French cities. , 1989, International journal of epidemiology.

[94]  Xiping Xu,et al.  Air Pollution and Daily Mortality in Shenyang, China , 2000, Archives of environmental health.

[95]  P. Ribera,et al.  Modeling of air pollution and its relationship with mortality and morbidity in Madrid, Spain , 1999, International archives of occupational and environmental health.

[96]  Joel Schwartz,et al.  Simultaneous immunisation with influenza vaccine and pneumococcal polysaccharide vaccine in patients with chronic respiratory disease , 1997, BMJ.

[97]  Kazuhiko Ito,et al.  Epidemiological Studies of Ozone Exposure Effects , 1999 .

[98]  L. Bachárová,et al.  The association between air pollution and the daily number of deaths: findings from the Slovak Republic contribution to the APHEA project. , 1996, Journal of epidemiology and community health.

[99]  J. Schwartz,et al.  Effects of ambient particulate matter and ozone on daily mortality in Rotterdam, The Netherlands. , 1997, Archives of environmental health.

[100]  C H Schmid,et al.  Large trials vs meta-analysis of smaller trials : How do their results compare ? , 1996 .

[101]  J. Neher,et al.  Health effects of outdoor air pollution. , 1994, American family physician.

[102]  J. Schwartz,et al.  Air pollution and daily mortality in Erfurt, east Germany, 1980-1989. , 1993, Environmental health perspectives.

[103]  J. C. Alberdi Odriozola,et al.  Air pollution and mortality in Madrid, Spain: a time-series analysis , 1998, International archives of occupational and environmental health.

[104]  G. Grégoire,et al.  Discrepancies between meta-analyses and subsequent large randomized, controlled trials. , 1997, The New England journal of medicine.

[105]  J M Davis,et al.  Assessing the human health risk of atmospheric particles. , 1999, Novartis Foundation symposium.

[106]  Bert Brunekreef,et al.  Daily Mortality and Air Pollution in the Netherlands , 2000, Journal of the Air & Waste Management Association.

[107]  G. Maudsley,et al.  "Inaccuracy' in death certification--where are we now? , 1996, Journal of public health medicine.

[108]  S I Bangdiwala,et al.  Ozone, suspended particulates, and daily mortality in Mexico City. , 1997, American journal of epidemiology.

[109]  Marc Saez,et al.  Time‐Series Analysis of Air Pollution and Cause Specific Mortality , 1998, Epidemiology.

[110]  B. Ostro,et al.  Fine particulate air pollution and mortality in two Southern California counties. , 1995, Environmental research.

[111]  D. Fairley,et al.  The relationship of daily mortality to suspended particulates in Santa Clara County, 1980-1986. , 1990, Environmental health perspectives.

[112]  C. Pope,et al.  Health effects of particulate air pollution: time for reassessment? , 1995, Environmental health perspectives.

[113]  J. Schwartz Particulate air pollution and daily mortality: a synthesis. , 1991, Public health reviews.

[114]  A. Le Tertre,et al.  [Short-term modeling of the effect of air pollution on health. Example: SO2 and total mortality, Paris 1987-1999]. , 1998, Revue d'epidemiologie et de sante publique.

[115]  D. Dockery,et al.  Acute respiratory effects of particulate air pollution. , 1994, Annual review of public health.

[116]  J D Spengler,et al.  Estimating the mortality impacts of particulate matter: what can be learned from between-study variability? , 1999, Environmental health perspectives.

[117]  S. Zeger,et al.  Does weather confound or modify the association of particulate air pollution with mortality? An analysis of the Philadelphia data, 1973-1980. , 1998, Environmental research.

[118]  D. Dockery,et al.  Air pollution and daily mortality in residential areas of Beijing, China. , 1994, Archives of environmental health.

[119]  S D Stellman,et al.  Accuracy of death certificate completion: the need for formalized physician training. , 1996, JAMA.

[120]  J. Hogg,et al.  The human bone marrow response to acute air pollution caused by forest fires. , 2000, American journal of respiratory and critical care medicine.

[121]  A. Peters,et al.  Daily mortality and air pollution in northern Bohemia: different effects for men and women. , 2000, Central European journal of public health.

[122]  H. R. Anderson,et al.  Daily concentrations of air pollution and plasma fibrinogen in London , 2000, Occupational and environmental medicine.

[123]  A P Verhoeff,et al.  Air Pollution and Daily Mortality in Amsterdam , 1996, Epidemiology.

[124]  J. Schwartz,et al.  Assessing confounding, effect modification, and thresholds in the association between ambient particles and daily deaths. , 2000, Environmental health perspectives.

[125]  Suresh H. Moolgavkar,et al.  Air Pollution and Daily Mortality in Philadelphia , 1995, Epidemiology.

[126]  J. Schwartz,et al.  The National Morbidity, Mortality, and Air Pollution Study. Part II: Morbidity and mortality from air pollution in the United States. , 2000, Research report.

[127]  K. Katsouyanni,et al.  Daily mortality and "winter type" air pollution in Athens, Greece--a time series analysis within the APHEA project. , 1996, Journal of epidemiology and community health.

[128]  Kazuhiko Ito,et al.  Separating the Effects of Temperature and Season on Daily Mortality from those of Air Pollution in London: 1965–1972 , 1995 .

[129]  A. Peters,et al.  Increased plasma viscosity during an air pollution episode: a link to mortality? , 1997, The Lancet.

[130]  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.

[131]  C. Pope,et al.  Synoptic weather modeling and estimates of the exposure-response relationship between daily mortality and particulate air pollution. , 1996, Environmental health perspectives.

[132]  J Schwartz,et al.  Oxygen saturation, pulse rate, and particulate air pollution: A daily time-series panel study. , 1999, American journal of respiratory and critical care medicine.

[133]  P. Kinney,et al.  Associations of daily mortality and air pollution in Los Angeles County. , 1991, Environmental research.

[134]  D. Strachan,et al.  Air pollution and daily mortality in London: 1987-92 , 1996, BMJ.

[135]  R. Burnett,et al.  The effect of the urban ambient air pollution mix on daily mortality rates in 11 Canadian cities. , 1998, Canadian journal of public health = Revue canadienne de sante publique.

[136]  B. Wojtyniak,et al.  Short term effect of air pollution on mortality in Polish urban populations--what is different? , 1996, Journal of epidemiology and community health.

[137]  J. Schwartz,et al.  Total suspended particulate matter and daily mortality in Cincinnati, Ohio. , 1994, Environmental health perspectives.

[138]  H. Wichmann,et al.  Daily mortality and air pollutants: findings from Köln, Germany. , 1996, Journal of epidemiology and community health.

[139]  B. Wojtyniak,et al.  Air pollution and daily mortality in Cracow. , 1991, Public health reviews.

[140]  J. Schwartz,et al.  Methodological issues in studies of air pollution and daily counts of deaths or hospital admissions. , 1996, Journal of epidemiology and community health.

[141]  Joseph L. Lyon,et al.  Is There a causal Association Between Excess Mortality and Exposure to PM-10 air Pollution? Additional Analyses by Location, year, Season, and Cause of Death , 1995 .

[142]  A. Tobías,et al.  A GEE moving average analysis of the relationship between air pollution and mortality for asthma in Barcelona, Spain. , 1999, Statistics in medicine.

[143]  J Schwartz,et al.  Air pollution and daily mortality in seven major cities of Korea, 1991-1997. , 2000, Environmental research.

[144]  R. Wyzga,et al.  Daily Mortality in the Philadelphia Metropolitan Area and Size-Classified Particulate Matter , 2000, Journal of the Air & Waste Management Association.

[145]  Joel Schwartz,et al.  REVIEW OF EPIDEMIOLOGICAL EVIDENCE OF HEALTH EFFECTS OF PARTICULATE AIR POLLUTION , 1995 .

[146]  Yuanzhang Li,et al.  Daily Mortality Analysis by Using Different Regression Models in Philadelphia County, 1973–1990 , 1995 .

[147]  F. Dominici,et al.  Fine particulate air pollution and mortality in 20 U.S. cities, 1987-1994. , 2000, The New England journal of medicine.

[148]  D. Schottenfeld,et al.  The autopsy as a measure of accuracy of the death certificate. , 1982, Bulletin of the New York Academy of Medicine.

[149]  M. Virtanen,et al.  Mortality and air pollution in Helsinki. , 1998, Archives of environmental health.

[150]  J Schwartz,et al.  Air pollution and daily mortality: associations with particulates and acid aerosols. , 1992, Environmental research.

[151]  H. Özkaynak,et al.  Analysis of health effects resulting from population exposures to acid precipitation precursors. , 1985, Environmental health perspectives.

[152]  W. Keatinge,et al.  Mortality related to cold and air pollution in London after allowance for effects of associated weather patterns. , 2001, Environmental research.

[153]  J. Schwartz,et al.  Harvesting and long term exposure effects in the relation between air pollution and mortality. , 2000, American journal of epidemiology.

[154]  W. Gellert,et al.  The VNR concise encyclopedia of mathematics , 1977 .

[155]  R. Burnett,et al.  Association of particulate matter components with daily mortality and morbidity in urban populations. , 2000, Research report.

[156]  G M Böhm,et al.  Association between air pollution and mortality due to respiratory diseases in children in São Paulo, Brazil: a preliminary report. , 1994, Environmental research.