Air pollution and mortality in São Paulo, Brazil: Effects of multiple pollutants and analysis of susceptible populations

Health impacts of air pollution may differ depending on sex, education, socioeconomic status (SES), location at time of death, and other factors. In São Paulo, Brazil, questions remain regarding roles of individual and community characteristics. We estimate susceptibility to air pollution based on individual characteristics, residential SES, and location at time of death (May 1996–December 2010). Exposures for particulate matter with an aerodynamic diameter ≤10 μm (PM10), nitrogen dioxide (NO2), sulfur dioxide (SO2), carbon monoxide (CO), and ozone (O3) were estimated using ambient monitors. Time-stratified case-crossover analysis was used with individual-level health data. Increased risk of non-accidental, cardiovascular, and respiratory mortality were associated with all pollutants (P<0.05), except O3 and cardiovascular mortality. For non-accidental mortality, effect estimates for those with >11 years education were lower than estimates for those with 0 years education for NO2, SO2, and CO (1.66% (95% confidence interval: 0.23%, 3.08%); 1.51% (0.51%, 2.51%); and 2.82% (0.23%, 5.35%), respectively). PM10 cardiovascular mortality effects were (3.74% (0.044%, 7.30%)) lower for the high education group (>11 years) compared with the no education group. Positive, significant associations between pollutants and mortality were observed for in-hospital deaths, but evidence of differences in air pollution-related mortality risk by location at time of death was not strong.

[1]  Roger D. Peng,et al.  Emergency Hospital Admissions for Cardiovascular Diseases and Ambient Levels of Carbon Monoxide: Results for 126 United States Urban Counties, 1999–2005 , 2009, Circulation.

[2]  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.

[3]  A. Braga,et al.  Influence of socioeconomic conditions on air pollution adverse health effects in elderly people: an analysis of six regions in São Paulo, Brazil , 2003, Journal of epidemiology and community health.

[4]  Thomas Lumley,et al.  Referent Selection in Case-Crossover Analyses of Acute Health Effects of Air Pollution , 2001, Epidemiology.

[5]  L. Chambless,et al.  Neighborhood of residence and incidence of coronary heart disease. , 2001, The New England journal of medicine.

[6]  B. Wojtyniak,et al.  Ten-year mortality in a sample of an adult population in relation to air pollution. , 1982, Journal of epidemiology and community health.

[7]  C. Ou,et al.  The modifying effects of individual socioeconomic status on mortality risk associated with air pollution , 2006 .

[8]  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.

[9]  P. Saldiva,et al.  The effects of air pollution and meteorological parameters on respiratory morbidity during the summer in São Paulo City. , 2005, Environment international.

[10]  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.

[11]  Simone Georges El Khouri Miraglia,et al.  An Evaluation of Air Pollution Health Impacts and Costs in São Paulo, Brazil , 2005, Environmental management.

[12]  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.

[13]  M. Medina-Ramón,et al.  Who is More Vulnerable to Die From Ozone Air Pollution? , 2008, Epidemiology.

[14]  F. Forastiere,et al.  Socioeconomic position and health status of people who live near busy roads: the Rome Longitudinal Study (RoLS) , 2010, Environmental Health.

[15]  Y. Ben-Shlomo,et al.  Environmental equity, air quality, socioeconomic status, and respiratory health: a linkage analysis of routine data from the Health Survey for England , 2005, Journal of Epidemiology and Community Health.

[16]  S. Adar,et al.  Air Pollution and Individual and Neighborhood Socioeconomic Status: Evidence from the Multi-Ethnic Study of Atherosclerosis (MESA) , 2013, Environmental health perspectives.

[17]  R. Burnett,et al.  Do socioeconomic characteristics modify the short term association between air pollution and mortality? Evidence from a zonal time series in Hamilton, Canada , 2003, Journal of epidemiology and community health.

[18]  B. Brunekreef,et al.  Air pollution and mortality in the Netherlands: are the elderly more at risk? , 2003, European Respiratory Journal.

[19]  P. Saldiva,et al.  Cardiac arrhythmia emergency room visits and environmental air pollution in São Paulo, Brazil , 2008, Journal of Epidemiology & Community Health.

[20]  J. Behren,et al.  Parental educational attainment as an indicator of socioeconomic status and risk of childhood cancers , 2010, British Journal of Cancer.

[21]  E. C. Moura,et al.  Population-based evidence of a strong decline in the prevalence of smokers in Brazil (1989-2003). , 2007, Bulletin of the World Health Organization.

[22]  William Pickett,et al.  Influence of individual- and area-level measures of socioeconomic status on obesity, unhealthy eating, and physical inactivity in Canadian adolescents. , 2006, The American journal of clinical nutrition.

[23]  J. Stockman,et al.  Fine-Particulate Air Pollution and Life Expectancy in the United States , 2010 .

[24]  C. Monteiro,et al.  Fruit and vegetable intake by Brazilian adults, 2003. , 2005, Cadernos de saude publica.

[25]  J. Schwartz,et al.  Are there sensitive subgroups for the effects of airborne particles? , 2000, Environmental health perspectives.

[26]  F. Dominici,et al.  Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases. , 2006, JAMA.

[27]  A. Páez,et al.  Gender and commuting time in São Paulo Metropolitan Region , 2015 .

[28]  Haidong Kan,et al.  Air pollution and population health: a global challenge , 2008, Environmental health and preventive medicine.

[29]  R. D. Morris,et al.  Ambient air pollution and hospitalization for congestive heart failure among elderly people in seven large US cities. , 1995, American journal of public health.

[30]  C. U. de Freitas,et al.  [Respiratory and cardiovascular hospitalizations associated with air pollution in the city of São Paulo, Brazil]. , 2006, Cadernos de saude publica.

[31]  M. Jerrett,et al.  Children’s exposure to nitrogen dioxide in Sweden: investigating environmental injustice in an egalitarian country , 2006, Journal of Epidemiology and Community Health.

[32]  Peggy Reynolds,et al.  Traffic patterns and childhood cancer incidence rates in California, United States , 2002, Cancer Causes & Control.

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

[34]  A. D. Diez Roux,et al.  Neighborhood characteristics associated with the location of food stores and food service places. , 2002, American journal of preventive medicine.

[35]  H. R. Anderson,et al.  Particulate air pollution and hospital admissions for cardiorespiratory diseases: are the elderly at greater risk? , 2003, European Respiratory Journal.

[36]  Do subject characteristics modify the effects of particulate air pollution on daily mortality among the elderly? , 2005, Journal of occupational and environmental medicine.

[37]  M. Maclure The case-crossover design: a method for studying transient effects on the risk of acute events. , 1991, American journal of epidemiology.

[38]  I. Kawachi,et al.  Neighbourhood influences on health , 2006, Journal of Epidemiology and Community Health.

[39]  Fred Lurmann,et al.  Air pollution and hospital admissions for ischemic heart disease in persons with congestive heart failure or arrhythmia. , 2002, Environmental health perspectives.

[40]  E. Shenassa,et al.  Social disparities in housing and related pediatric injury: a multilevel study. , 2004, American journal of public health.

[41]  J Schwartz,et al.  What are people dying of on high air pollution days? , 1994, Environmental research.

[42]  J. Schwartz,et al.  Individual-level modifiers of the effects of particulate matter on daily mortality. , 2006, American journal of epidemiology.

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

[44]  R. Burnett,et al.  Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. , 2002, JAMA.

[45]  L. Berkman,et al.  Neighborhoods and health , 2003 .

[46]  J. Schwartz,et al.  Reanalysis of the effects of air pollution on daily mortality in Seoul, Korea: A case-crossover design. , 1999, Environmental health perspectives.

[47]  R. D. Morris,et al.  Carbon monoxide and hospital admissions for congestive heart failure: evidence of an increased effect at low temperatures. , 1998, Environmental health perspectives.

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

[49]  Michelle L Bell,et al.  Spatial Heterogeneity of PM10 and O3 in São Paulo, Brazil, and Implications for Human Health Studies , 2011, Journal of the Air & Waste Management Association.

[50]  K. Berhane,et al.  Air pollution and daily hospital admissions in metropolitan Los Angeles. , 2000, Environmental health perspectives.

[51]  F. Dominici,et al.  Ozone and short-term mortality in 95 US urban communities, 1987-2000. , 2004, JAMA.

[52]  J. Clougherty A growing role for gender analysis in air pollution epidemiology. , 2011, Ciencia & saude coletiva.

[53]  H. Ribeiro,et al.  Air pollution and children's health in São Paulo (1986-1998). , 2003, Social science & medicine.

[54]  F Kauffmann,et al.  Twenty five year mortality and air pollution: results from the French PAARC survey , 2005, Occupational and Environmental Medicine.

[55]  M. Bell,et al.  Susceptibility to air pollution effects on mortality in Seoul, Korea: A case-crossover analysis of individual-level effect modifiers , 2012, Journal of Exposure Science and Environmental Epidemiology.

[56]  L. Martins,et al.  Hospitalizações por causas respiratórias e cardiovasculares associadas à contaminação atmosférica no Município de São Paulo, Brasil , 2006 .

[57]  Michelle L. Bell,et al.  Ambient Air Pollution and Low Birth Weight in Connecticut and Massachusetts , 2007, Environmental health perspectives.

[58]  R. Burnett,et al.  The association between ambient carbon monoxide levels and daily mortality in Toronto, Canada. , 1998, Journal of the Air & Waste Management Association.