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Effects of extreme temperatures on hospital emergency room visits for respiratory diseases in Beijing, China

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Abstract

Extreme temperature is closely associated with human health, but limited evidence is available for the effects of extreme temperatures on respiratory diseases in China. The goal of this study is to evaluate the effects of extreme temperatures on hospital emergency room (ER) visits for respiratory diseases in Beijing, China. We used a distributed lag non-linear model (DLNM) coupled with a generalized additive model (GAM) to estimate the association between extreme temperatures and hospital ER visits for different age and gender subgroups in Beijing from 2009 to 2012. The results showed that the exposure-response curve between temperature and hospital ER visits was almost W-shaped, with increasing relative risks (RRs) at extremely low temperature. In the whole year period, strong acute hot effects were observed, especially for the elders (age > 65 years). The highest RR associated with the extremely high temperature was 1.36 (95% CI, 0.96–1.92) at lag 0–27. The longer-lasting cold effects were found the strongest at lag 0–27 for children (age ≤ 15 years) and the relative risk was 1.96 (95% CI, 1.70–2.26). We also found that females were more susceptible to extreme temperatures than males.

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References

  • Anderson BG, Bell ML (2009) Weather-related mortality: how heat, cold, and heat waves affect mortality in the United States. Epidemiology 20:205–213

    Article  Google Scholar 

  • Bai L, Cirendunzhu, Woodward A, Dawa, Zhaxisangmu, Chen B, Liu QY( 2014) Temperature, hospital admissions and emergency room visits in Lhasa, Tibet: a time-series analysis. Science of the Total Environment. 490, 838–848.

  • Basu R (2009) High ambient temperature and mortality: a review of epidemiologic studies from 2001 to 2008. Environ Health 8:40

    Article  Google Scholar 

  • Basu R, Ostro BD (2008) A multicounty analysis identifying the populations vulnerable to mortality associated with high ambient temperature in California. Amer J Epidemiol 168:632–637

    Article  Google Scholar 

  • Bhaskaran K, Hajat S, Haines A, Herrett E, Wilkinson P (2009) Effects of ambient temperature on the incidence of myocardial infarction. Heart 95(21):1760

    Article  CAS  Google Scholar 

  • Braga AL, Zanobetti A, Schwartz J (2001) The time course of weather-related deaths. Epidemiology 12(6):662–667

    Article  CAS  Google Scholar 

  • Breitner S, Wolf K, Devlin RB, DiazSanchez D, Peters A, Schneider A (2014) Short-term effects of air temperature on mortality and effect modification by air pollution in three cities of Bavaria, Germany: a time-series analysis. Sci Total Environ 485–486(1):49–61

    Article  CAS  Google Scholar 

  • Bunyavanich S, Landrigan CP, McMichael AJ (2003) The impact of climate change on child health. Ambul Pediatr 3:44–52

    Article  Google Scholar 

  • Curriero FC, Heiner KS, Samet JM, Zeger SL, Strug L, Patz JA (2002) Temperature and mortality in 11 cities of the eastern United States. Am J Epidemiol 155:80–87

    Article  Google Scholar 

  • Curtis S, Fair A, Wistow J, Val DW, Oven K (2017) Impact of extreme weather events and climate change for health and social care systems. Environ Health, 16(suppl 1), 128: 24–32.

  • D’Ippoliti D, Michelozzi P, Marino C, De’Donato F, Menne B, Katsouyanni K, Kirchmayer U, Analitis A, Medina-Ramón M, Paldy A (2010) The impact of heat waves on mortality in 9 European cities: results from the EuroHEAT project. Environ Health 9(1):37

    Article  Google Scholar 

  • Davídkovová H, Plavcová E, Kynˇcl J, Kyselý J (2014) Impacts of hot and cold spells differ for acute and chronic ischaemic heart diseases. BMC Public Health 14(1):480

    Article  Google Scholar 

  • Diaz J, Garcia R, Velazquez de Castro F, Hernandez E, Lopez C (2002) Effects of extremely hot days on people older than 65 years in Seville (Spain) from 1986 to 1997. Int J Biometeorol 46:145–149

    Article  CAS  Google Scholar 

  • Gasparrini A, Armstrong B, Kenward MG (2010) Distributed lag non-linear models. Stasistics in Medicine 29, 2224–2234.

  • Goggins WB, Chan EY, Yang C, Chong M (2013) Associations between mortality and meteorological and pollutant variables during the cool season in two Asian cities with sub-tropical climates: Hong Kong and Taipei. Environ Health 12(1):59

    Article  CAS  Google Scholar 

  • Goldberg MS, Gasparrini A, Armstrong B, Valois MF (2011) The short-term influence of temperature on daily mortality in the temperate climate of Montreal, Canada Environmental Research 111(6), 853–860.

  • Goodman PG, Dockery DW, Clancy L (2004) Cause-specific mortality and the extended effects of particulate pollution and temperature exposure. Environ Health Perspect 112:179–185

    Article  CAS  Google Scholar 

  • Gouveia N, Hajat S, Armstrong B (2003) Socioeconomic differentials in the temperature-mortality relationship in Sao Paulo. Brazil Int J Epidemiol 32:390–397

    Article  Google Scholar 

  • Guo Y, Barnett AG, Pan X, Yu W, Tong S (2011) The impact of temperature on mortality in Tianjin, China: a case-crossover design with a distributed lag nonlinear model. Environ Health Perspect 119:1719–1725

    Article  Google Scholar 

  • Guo Y, Li S, Zhang Y, Armstrong B, Jaakkola JJ, Tong S, Pan X (2013) Extremely cold and hot temperatures increase the risk of ischaemic heart disease mortality: epidemiological evidence from China. Heart 99(3):195–203

    Article  Google Scholar 

  • Guo YM, Punnasiri K, Tong SL (2012) Effect of temperature on mortaltiy in Chiang Mai city, Thailand: a time series study. Environmental Health 11(36):1–9

  • Hajat S, Kosatsky T (2010) Heat-related mortality: a review and exploration of heterogeneity. J Epidemiol Community Health 64(9):753–760

    Article  Google Scholar 

  • Hajat S, Kovats RS, Lachowycz K (2007) Heat-related and cold-related deaths in England and Wales: who is at risk? Occup Environ Med 64(2):93–100

    Article  CAS  Google Scholar 

  • Huang CR, Barnett AG, Wang XM, Tong SL (2012) Effects of extreme temperature on years of life lost for cardiovascular deaths: a time series study in Brisbane. Australian Circ Cardiovasc Qual Outcomes:609–614

  • Huynen MM, Martens P, Schram D (2001) The impact of heat waves and cold spells on mortality rates in the Dutch population. Environ Health Perspect 109:463–470

    Article  CAS  Google Scholar 

  • Iniguez C, Ballester F, Ferrandiz J, Perez-Hoyos S, Saez M, Lopez A (2010) Relation between temperature and mortality in thirteen Spanish cities. Int J Environ Res PublicHealth 7:3196–3210

    Article  Google Scholar 

  • IPCC (2013) Climate change 2013: the physical science basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. [Stocker, T.F., D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex and P.M. Midgley (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA.

  • Johnson H, Kovats S, McGregor G, Stedman J, Gibbs M, Walton H (2005) The impact of the 2003 heat wave on daily mortality in England and Wales and the use of rapid weekly mortality estimates. Euro Surveill 10:161–165

  • Kan HD, London SJ, Chen GH (2008) Season, sex age, and education as modifiers of the effects of outdoor air pollution on daily mortality in Shanghai, China: the Public Health and Air Pollution in Asia (PAPH) study. Environ Health Perspect 116:1183–1188

    Article  CAS  Google Scholar 

  • Kim H, Ha JS, Park J (2006) High temperature, heat index, and mortality in 6 major cities in South Korea. Arch Environ Occup Health 61(6):265–270

    Article  Google Scholar 

  • Knowlton K, Rotkin-Ellman M, King G, Margolis HG, Smith D, Solomon G et al (2009) The 2006 California heat wave: impacts on hospitalizations and emergency department visits. Environ Health Perspect 117:61–67

    Article  Google Scholar 

  • Kovats RS, Hajat S (2008) Heat stress and public health: a critical review. Annu Rev Public Health 29(1):41–55

    Article  Google Scholar 

  • Lin S, Luo M, Walker RJ, Liu X, Hwang SA, Chinery R (2009) Extreme high temperatures and hospital admissions for respiratory and cardiovascular diseases. Epidemiology 20:738–746

    Article  Google Scholar 

  • Lin YK, Chang CK, Wang YC, Ho TJ (2013) Acute and prolonged adverse effects of temperature on mortality from cardiovascular diseases. PLoS One 8(12):e82678

    Article  CAS  Google Scholar 

  • Luo HJ, Zeng SQ, Hu MJ, Luo Y, Ma WJ (2014) Effect of extreme low temperature on respiratory hospital admissions: a time-series study. South China J Prev Med 40(6):504–511

    Google Scholar 

  • Ma WJ, Chen RJ, Kan HD (2014) Temperature-related mortality in 17 large Chinese cities: how heat and cold affect mortality in China. Environ Res 134:127–133

    Article  CAS  Google Scholar 

  • Ma W., Zeng W, Zhou M, Wang L, Rutherford S, Lin H, Liu T, Zhang Y, Xiao J ( 2015) The short-term effect of heat waves on mortality and its modifiers in China: an analysis from 66 communities. Environ Int 75, 103–109.

  • Martin SL, Cakmak S, Hebbern CA, Avramescu ML, Tremblay N (2012) Climate change and future temperature-related mortality in 15 Canadian cities. Int J Biometeorol 56(4):605–619

    Article  Google Scholar 

  • McMichael AJ, Wilkinson P, Kovats RS, Pattenden S, Hajat S, Armstrong B, Vajanapoom N, Niciu EM, Mahomed H, Kingkeow C (2008) International study of temperature, heat and urban mortality: the “ISOTHURM” project. Int J Epidemiol 37:1121–1131

    Article  Google Scholar 

  • Medina-Ramón M, Zanobetti A, Cavanagh DP, Schwartz J (2006) Extreme temperatures and mortality: assessing effect modification by personal characteristics and specific cause of death in a multi-city case-only analysis. Environ Health Perspect 114:1331–1336

    Article  Google Scholar 

  • Michelozzi P, Accetta G, Sario MD, D’Ippoliti D, Marino C, Baccini M, Biggeri A, Anderson HR, Katsouyanni K, Ballester F (2009) High temperature and hospitalizations for cardiovascular and respiratory causes in 12 European cities. Amer J Respir Crit Care Med 179:383–389

    Article  Google Scholar 

  • Mireku NA (2009) Changes in weather may trigger child’s asthma. Eur Ann Allergy Clin Immunol 160(5):41

    Google Scholar 

  • Moran A, Gu D, Zhao D, Coxson P, Wang YC (2010) Future cardiovascular disease in China markov model and risk factor scenario projections from the coronary heart disease policy model–China. CircCardiovascQual Out-comes 3(3):243

    Google Scholar 

  • Muggeo VM, Hajat S (2009) Modelling the non-linear multiple-lag effects of ambient temperature on mortality in Santiago and Palermo: a constrained segmented distributed lag approach. Occup Environ Med 66(9):584–591

    Article  CAS  Google Scholar 

  • O'Neill MS, Ebi KL (2009) Temperature extremes and health: impacts of climate variability and change in the United States. J Occup Environ Med 51:13–25

    Article  Google Scholar 

  • Qiu H, Tian LW, Ho KF (2015) Air pollution and mortality: effect modification by personal characteristics and specific cause of death in a case-only study. Environ Pollut 199:192–197

    Article  CAS  Google Scholar 

  • Revich B, Shaposhnikov D (2008) Temperature-induced excess mortality in Moscow, Russia. Int JBiometeorol 52:367–374

    Article  Google Scholar 

  • Rocklöv J, Forsberg B (2008) The effect of temperature on mortality in Stock-holm 1998-2003: a study of lag structures and heatwave effects. Scand J Public Health 36:516–523

    Article  Google Scholar 

  • Seposo XT, Dang TN, Yasushi H (2015) Evaluating the effects of temperature on mortality in Manila City (Philippines) from 2006–2010 using a distributed lag nonlinear model. Int J Environ Res Public Health 12:6842–6857

    Article  Google Scholar 

  • Son JY, Lee JY, Anderson GB, Bell ML (2011) Vulnerability to temperature-related mortality in Seoul. Korea Environ Res Lett 6(3):034027

    Article  Google Scholar 

  • Son JY, Lee JT, Anderson GB, Bell ML (2012) The impact of heat waves on mortality in seven major cities in Korea. Environ Health Perspect 120:566–571

    Article  Google Scholar 

  • Song XP, Wang SG, Li TS, Tian JH, Ding GW, Wang JX, Wang JX, Shang KZ (2017) The impact of heat waves and cold spells on respiratory emergency department visits in Beijing. China Science of the Total Environment 615:1499–1505

    Article  CAS  Google Scholar 

  • Stafoggia M, Forastiere F, Agostini D, Biggeri A, Bisanti L, Cadum E, Caranci N, De’Donato F (2006) Vulnerability to heat-related mortality: a multicity, population-based, case-crossover analysis. Epidemiology 17:315–323

    Article  Google Scholar 

  • Stewart S, Ekman I, Ekman T, Odén A, Rosengren A (2010) Population impact of heart failure and the most common forms of cancer a study of 1,162,309 hospital cases in Sweden (1988 to 2004). Circ Cardiovasc Qual Outcomes 3(6):573–580

    Article  Google Scholar 

  • Tataru N, Vidal C, Decavel P, Berger E, Rumbach L (2006) Limited impact of the summer heat wave in France (2003) on hospital admissions and relapses for multiple sclerosis. Neuroepidemiology 27:28–32

    Article  Google Scholar 

  • Turner LR, Connell D, Tong SL (2012) Exposure to hot and cold temperatures and ambulance attendances in Brisbane, Australia: a time-series study. BMJ Open 2(4):e001074

    Article  Google Scholar 

  • VicedoCabrera AM, Iñíguez C, Barona C, Ballester F (2014) Exposure to elevated temperatures and risk of preterm birth in Valencia, Spain. Environ Res 134:210–217

    Article  CAS  Google Scholar 

  • Wang YC, Lin YK, Chuang CY, Li MH, Chou CH, Liao CH, Sung FC (2012) Associating emergency room visits with first and prolonged extreme temperature event in Taiwan: a population-based cohort study. Sci Total Environ 416, 97–104.

  • Wang CC, Chen RJ, Kuang XY, Duan XL, Kan HD (2014) Temperature and daily mortality in Suzhou, China: a time series analysis. Sci Total Environ 466–467(1):985–990

    Article  CAS  Google Scholar 

  • Wang XY, Li GX, Liu LQ et al (2015) Effect of extreme temperatures on cause-specific cardiovascular mortality in China. International Journal of Environmental Research and Public Health 12:16136–16156

  • Xiang J, Bi P, Pisaniello D, Hansen A (2014) The impact of heatwaves on workers’ health and safety in Adelaide. South Australia Environ Res 133:90–95

    CAS  Google Scholar 

  • Yang J, Ou CQ, Ding Y, Zhou YX, Chen PY (2012) Daily temperature and mortality: a study of distributed lag non-linear effect and effect modification in Guangzhou. Environ Health 11(1):63

    Article  Google Scholar 

  • Yang J, Liu HZ, Ou CQ, Lin GZ, Ding Y, Zhou Q et al (2013) Impact of heat wave in 2005 on mortality in Guangzhou. China Biomed Environ Sci 26:647–654

    Google Scholar 

  • Yi W, Chan AP (2015) Effects of temperature on mortality in Hong Kong: a time series analysis. Int J Biometeorol 59:927–936

    Article  Google Scholar 

  • Yu W, Hu W, Mengersen K, Guo Y, Pan X, Connell D, Tong S (2011a) Time course of temperature effects on cardiovascular mortality in Brisbane. Australia Heart 97:1089–1093

    Article  Google Scholar 

  • Yu W, Mengersen K, Hu W, Guo Y, Pan X, Tong S (2011b) Assessing the relationship between global warming and mortality: lag effects of temperature fluctuations by age and mortality categories. Environ Pollut 159:1789–1793

    Article  CAS  Google Scholar 

  • Zanobetti A, Schwartz J, Samoli E, Gryparis A, Touloumi G (2003) The temporal pattern of respiratory and heart disease mortality in response to air pollution. Environ Health Perspect 111(9), 1188–1193.

  • Zeng W, Lao X, Rutherford S, Xu Y, Xu X, Lin H, Liu T, Luo Y, Xiao J, Hu M (2014) The effect of heat waves on mortality and effect modifiers in four communities of Guangdong province. China Sci Total Environ 482-483(1):214–221

    Article  CAS  Google Scholar 

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Funding

This work is supported by Fundamental Research Funds for the Central Universities Grant No. lzujbky-2017-69, National Natural Science Foundation of China Grant No. 41475095, No. 91737101, and No. 41561037. Part of the work is funded by a Scholarship awarded to Yuxia Ma (File No.201308625022) supported by the China Scholarship Council (CSC).

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Ma, Y., Zhou, J., Yang, S. et al. Effects of extreme temperatures on hospital emergency room visits for respiratory diseases in Beijing, China. Environ Sci Pollut Res 26, 3055–3064 (2019). https://doi.org/10.1007/s11356-018-3855-4

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