The impact of temperature on mortality in a subtropical city: effects of cold, heat, and heat waves in So Paulo, Brazil

被引:78
作者
Son, Ji-Young [1 ]
Gouveia, Nelson [2 ]
Bravo, Mercedes A. [1 ]
de Freitas, Clarice Umbelino [3 ]
Bell, Michelle L. [1 ]
机构
[1] Yale Univ, Sch Forestry & Environm Studies, New Haven, CT 06511 USA
[2] Univ Sao Paulo, Fac Med, Dept Prevent Med, Sao Paulo, Brazil
[3] Hlth Surveillance Municipal Sao Paulo, Secretaria Saude Estado Sao Paulo, Ctr Vigilancia Epidemiol, Sao Paulo, Brazil
基金
美国国家卫生研究院;
关键词
Temperature; Heat waves; Mortality; Cold; Heat; HIGH AMBIENT-TEMPERATURE; SAO-PAULO; CLIMATE-CHANGE; US CITIES; UNITED-STATES; HUMAN HEALTH; CARDIOVASCULAR DEATHS; EXTREME TEMPERATURES; EUROPEAN CITIES; CASE-CROSSOVER;
D O I
10.1007/s00484-015-1009-7
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Understanding how weather impacts health is critical, especially under a changing climate; however, relatively few studies have investigated subtropical regions. We examined how mortality in So Paulo, Brazil, is affected by cold, heat, and heat waves over 14.5 years (1996-2010). We used over-dispersed generalized linear modeling to estimate heat- and cold-related mortality, and Bayesian hierarchical modeling to estimate overall effects and modification by heat wave characteristics (intensity, duration, and timing in season). Stratified analyses were performed by cause of death and individual characteristics (sex, age, education, marital status, and place of death). Cold effects on mortality appeared higher than heat effects in this subtropical city with moderate climatic conditions. Heat was associated with respiratory mortality and cold with cardiovascular mortality. Risk of total mortality was 6.1 % (95 % confidence interval 4.7, 7.6 %) higher at the 99th percentile of temperature than the 90th percentile (heat effect) and 8.6 % (6.2, 11.1 %) higher at the 1st compared to the 10th percentile (cold effect). Risks were higher for females and those with no education for heat effect, and males for cold effect. Older persons, widows, and non-hospital deaths had higher mortality risks for heat and cold. Mortality during heat waves was higher than on non-heat wave days for total, cardiovascular, and respiratory mortality. Our findings indicate that mortality in So Paulo is associated with both cold and heat and that some subpopulations are more vulnerable.
引用
收藏
页码:113 / 121
页数:9
相关论文
共 49 条
[1]   Quantifying Urbanization as a Risk Factor for Noncommunicable Disease [J].
Allender, Steven ;
Wickramasinghe, Kremlin ;
Goldacre, Michael ;
Matthews, David ;
Katulanda, Prasad .
JOURNAL OF URBAN HEALTH-BULLETIN OF THE NEW YORK ACADEMY OF MEDICINE, 2011, 88 (05) :906-918
[2]   Weather-Related Mortality How Heat, Cold, and Heat Waves Affect Mortality in the United States [J].
Anderson, Brooke G. ;
Bell, Michelle L. .
EPIDEMIOLOGY, 2009, 20 (02) :205-213
[3]   Methods to Calculate the Heat Index as an Exposure Metric in Environmental Health Research [J].
Anderson, G. Brooke ;
Bell, Michelle L. ;
Peng, Roger D. .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2013, 121 (10) :1111-1119
[4]   Heat Waves in the United States: Mortality Risk during Heat Waves and Effect Modification by Heat Wave Characteristics in 43 U.S. Communities [J].
Anderson, G. Brooke ;
Bell, Michelle L. .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2011, 119 (02) :210-218
[5]   Sao Paulo urban heat islands have a higher incidence of dengue than other urban areas [J].
Araujo, Ricardo Vieira ;
Albertini, Marcos Roberto ;
Costa-da-Silva, Andre Luis ;
Suesdek, Lincoln ;
Soares Franceschi, Nathalia Cristina ;
Bastos, Nancy Marcal ;
Katz, Gizelda ;
Cardoso, Vivian Ailt ;
Castro, Bronislawa Ciotek ;
Capurro, Margareth Lara ;
Anacleto Cardoso Allegro, Vera Lucia .
BRAZILIAN JOURNAL OF INFECTIOUS DISEASES, 2015, 19 (02) :146-155
[6]  
Barbi F., 2013, International Journal of Environmental Science and Development, V4, P49
[7]   Temperature and cardiovascular deaths in the US elderly - Changes over time [J].
Barnett, Adrian Gerard .
EPIDEMIOLOGY, 2007, 18 (03) :369-372
[8]   The relationship between temperature and ambulance response calls for heat-related illness in Toronto, Ontario, 2005 [J].
Bassil, Kate L. ;
Cole, Donald C. ;
Moineddin, Rahim ;
Lou, Wendy ;
Craig, Alan M. ;
Schwartz, Brian ;
Rea, Elizabeth .
JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, 2011, 65 (09) :829-831
[9]   A multicounty analysis identifying the populations vulnerable to mortality associated with high ambient temperature in California [J].
Basu, Rupa ;
Ostro, Bart D. .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2008, 168 (06) :632-637
[10]   Characterizing temperature and mortality in nine California counties [J].
Basu, Rupa ;
Feng, Wen-Ying ;
Ostro, Bart D. .
EPIDEMIOLOGY, 2008, 19 (01) :138-145