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Changes in cause-specific mortality during heat waves in central Spain, 1975–2008

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Abstract

The relationship between heat waves and mortality has been widely described, but there are few studies using long daily data on specific-cause mortality. This study is undertaken in central Spain and analysing natural causes, circulatory and respiratory causes of mortality from 1975 to 2008. Time-series analysis was performed using ARIMA models, including data on specific-cause mortality and maximum and mean daily temperature and mean daily air pressure. The length of heat waves and their chronological number were analysed. Data were stratified in three decadal stages: 1975–1985, 1986–1996 and 1997–2008. Heat-related mortality was triggered by a threshold temperature of 37 °C. For each degree that the daily maximum temperature exceeded 37 °C, the percentage increase in mortality due to circulatory causes was 19.3 % (17.3–21.3) in 1975–1985, 30.3 % (28.3–32.3) in 1986–1996 and 7.3 % (6.2–8.4) in 1997–2008. The increase in respiratory cause ranged from 12.4 % (7.8–17.0) in the first period, to 16.3 % (14.1–18.4) in the second and 13.7 % (11.5–15.9) in the last. Each day of heat-wave duration explained 5.3 % (2.6–8.0) increase in respiratory mortality in the first period and 2.3 % (1.6–3.0) in the last. Decadal scale differences exist for specific-causes mortality induced by extreme heat. The impact on heat-related mortality by natural and circulatory causes increases between the first and the second period and falls significantly in the last. For respiratory causes, the increase is no reduced in the last period. These results are of particular importance for the estimation of future impacts of climate change on health.

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References

  • Alberdi JC, Díaz J, Montero JC, Mirón IJ (1997) Daily mortality in Madrid community (Spain) 1986–1991: relationship with atmospheric variables. Eur J Epidemiol 14:571–578

    Article  Google Scholar 

  • Anderson HR, Spix C, Medina S, Schouten JP, Castellsague J, Rossi G et al (1997) Air pollution and daily admissions for chronic obstructive pulmonary disease in 6 European cities: results from the APHEA project. Eur Respir J 10(5):1064–1071. doi:10.1183/09031936.97.10051064

    Article  CAS  Google Scholar 

  • Aros F, Heras M, Vila J, Sanz H, Ferreira-Gonzalez I, Permanyer-Miralda G et al (2011) Reduction in 28 days and 6 months of acute myocardial infarction mortality from 1995 to 2005. Data from PRIAMHO I, II and MASCARA registries. Rev Esp Cardiol 64:972–980. doi:10.1016/j.recesp.2011.05.011

    Article  Google Scholar 

  • Baccini M, Biggeri A, Accetta G, Kosatsky T, Katsouyanni K, Analitis A et al (2008) Heat effects on mortality in 15 European cities. Epidemiology 5(19):711–719. doi:10.1097/EDE.0b013e318176bfcd

    Article  Google Scholar 

  • Barnett AG (2007) Temperature and cardiovascular deaths in the US elderly: changes over time. Epidemiology 18(3):369–372

    Article  Google Scholar 

  • Barnett A, Rocklöv J, Hajat S (2011) The susceptible pool and its impact on the risk of death. Epidemiology 22(1):S175. doi:10.1097/01.ede.0000392213.20767.a6

    Article  Google Scholar 

  • Basu R (2009) High ambient temperature and mortality: a review of epidemiologic studies from 2001 to 2008. Environ Health 8:40. doi:10.1186/1476-069X-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. Am J Epidemiol 168:632–637. doi:10.1093/aje/kwn170

    Article  Google Scholar 

  • Bouchama A, Dehbi M, Mohamed G, Matthies F, Shoukri M, Menne B (2007) Prognostic factors in heat wave related deaths: a meta-analysis. Arch Intern Med 167:2170–2176. doi:10.1001/archinte.167.20.ira70009

    Article  Google Scholar 

  • Brook RD, Franklin B, Cascio W et al (2004) Air pollution and cardiovascular disease: a statement for healthcare professionals from the expert panel on population and prevention science of the American heart association. Circulation 109:2655–2671. doi:10.1161/01.CIR.0000128587.30041.C8

    Article  Google Scholar 

  • Carson C, Hajat S, Armstrong B, Wilkinson P (2006) Declining vulnerability to temperature-related mortality in London over the 20th century. Am J Epidemiol 164(1):77–84. doi:10.1093/aje/kwj147

    Article  Google Scholar 

  • Culqui DR, Diaz J, Simón F, Tobías A, Linares C (2013) Evaluation of the plan for surveillance and controlling of the effects of heat waves in Madrid. Int J Biometeorol. doi:10.1007/s00484-013-0731-2

    Google Scholar 

  • Davis RE, Knappenberger PC, Novicoff WM, Michaels PJ (2003a) Decadal changes in summer mortality in U.S. cities. Int J Biometeorol 47(3):166–175. doi:10.1007/s00484-003-0160-8

    Google Scholar 

  • Davis RE, Knappenberger PC, Michaels PJ, Novicoff WM (2003b) Changing heat-related mortality in the United States. Environ Health Perspect 111(14):1712–1718

    Article  Google Scholar 

  • Dessai S (2002) Heat stress and mortality in Lisbon. Part I: model construction and validation. Int J Biometeorol 47:6–12. doi:10.1007/s00484-002-0143-1

    Article  Google Scholar 

  • Díaz J, Jordán A, García R, López C, Alberdi JC, Hernández E et al (2002) Heat waves in Madrid 1986–1997: effects on the health of the elderly. Int Arch Occup Environ Health 75:163–170

    Article  Google Scholar 

  • Diaz J, Linares C, Tobias A (2006a) Impact of extreme temperatures on daily mortality in Madrid (Spain) among the 45–64 age-group. Int J Biometeorol 50:342–348. doi:10.1007/s00484-006-0033-z

    Article  Google Scholar 

  • Diaz J, Garcia-Herrera R, Trigo RM, Linares C, Valente MA, De Miguel JM, Hernandez E (2006b) The impact of the summer 2003 heat wave in Iberia: how should we measure it? Int J Biometeorol 50(3):159–166. doi:10.1007/s00484-005-0005-8

    Article  CAS  Google Scholar 

  • García R, Prieto L, Díaz J, Hernández E, Del Teso MT (2002) Synoptic conditions leading to extremely high temperatures in Madrid. Ann Geophys 20:237–245

    Article  Google Scholar 

  • Gasparrini A, Armstrong B (2011) The impact of heat wave mortality. Epidemiology 22:68–73. doi:10.1097/EDE.0b013e3181fdcd99

    Article  Google Scholar 

  • González S, Díaz J, Pajares MS, Alberdi JC, López C, Otero A (2001) Relationship between atmospheric pressure and mortality in the Madrid autonomous region: a time series study. Int J Biometeorol 45:34–40

    Article  Google Scholar 

  • Ha J, Kim H (2013) Changes in the association between summer temperature and mortality in Seoul, South Korea. Int J Biometeorol 57:535–544. doi:10.1007/s00484-012-0580-4

    Article  Google Scholar 

  • Hajat S, Kovats RS, Atkinson RW, Haines A (2002) Impact of hot temperatures on death in London: a time series approach. J Epidemiol Community Health 56:367–372. doi:10.1136/jech.56.5.367

    Article  CAS  Google Scholar 

  • Hajat S, Armstrong BG, Gouveia N, Wilkinson P (2005) Mortality displacement of heat-related deaths: a comparison of Delhi, Sao Paulo, and London. Epidemiology 16(5):613–620

    Article  Google Scholar 

  • Harlan SL, Chowell G, Yang S, Petitti DB, Morales Butler EJ, Ruddell BL, Ruddell DM (2014) Heat-related deaths in hot cities: estimates of human tolerance to high temperature thresholds. Int J Environ Res Public Health 11(3):3304–3326. doi:10.3390/ijerph110303304

    Article  Google Scholar 

  • Huang C, Barnett AG, Want X, Vaneckova P, Fitzgerald G, Tong S (2011) Projecting future heat-related mortality under climate change scenarios: a systematic review. Environ Heal Perspect 119:1681–1690. doi:10.1289/ehp.1103456

    Article  Google Scholar 

  • IPCC WGI (2007) Climate change 2007: the physical science basis. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Tignor KBM, Miller HL (eds) Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge

    Google Scholar 

  • Jiménez E, Linares C, Rodríguez LF, Bleda MJ, Díaz J (2009) Short-term impact of particulate matter (PM2,5) on daily mortality among the over-75 age group in Madrid (Spain). Sci Total Environ 407(21):5486–5492. doi:10.1016/j.scitotenv.2009.06.038

    Article  Google Scholar 

  • Jiménez-Candil J, Díaz-Castro O, Barrabés JA, García de la Villa B, Bodí Peris V, López Palop R, Fernández-Ortiz A, Martínez-Sellés M (2013) Update on ischemic heart disease and critical care cardiology. Rev Esp Cardiol 66(3):198–204. doi:10.1016/j.recesp.2012.10.019

    Article  Google Scholar 

  • Keatinge WR, Donaldson GC, Cordioli E, Martinelli M, Kunst AE, Mackenbach JP et al (2000) Heat-related mortality in warm and cold regions of Europe: observational study. BMJ 321(7262):670–673. doi:10.1136/bmj.321.7262.670

    Article  CAS  Google Scholar 

  • Kheirbek I, Wheeler K, Walters S, Kass D, Matte T (2013) PM2.5 and ozone health impacts and disparities in New York City: sensitivity to spatial and temporal resolution. Air Qual Atmos Health 6(2):473–486. doi:10.1007/s11869-012-0185-4

    Article  CAS  Google Scholar 

  • Kysely J, Kriz B (2008) Decreased impacts of the 2003 heat waves on mortality in the Czech Republic: an improved response? Int J Biometeorol. doi:10.1007/s00484-008-0166-3

    Google Scholar 

  • Linares C, Díaz J (2008) Impact of high temperatures on hospital admissions: comparative analysis with previous studies about mortality (Madrid). Eur J Public Health 18(3):317–322. doi:10.1093/eurpub/ckm108

    Article  CAS  Google Scholar 

  • Linares C, Montero JC, Mirón IJ, Criado-Álvarez JJ, Díaz J (2014a) The time trend temperature-mortality as a factor of uncertainty analysis of impacts of future heat waves. Environ Health Perspect 122(5):A118. doi:10.1289/ehp.1306670

  • Linares C, Diaz J, Tobías A, Carmona R, Mirón IJ (2014b) Impact of heat and cold waves on circulatory-cause and respiratory-cause mortality in Spain: 1975–2008. Stoch Environ Res Risk Assess. doi:10.1007/s00477-014-0976-2

  • Makridakis S, Wheelwright SC, McGee VE (1983) Forecasting methods and applications. Wiley, San Francisco

    Google Scholar 

  • Mastrangelo G, Fedeli U, Visentin C, Milan G, Fadda E, Spolaore P (2007) Pattern and determinants of hospitalization during heat waves: an ecologic study. BMC Public Health 7:200. doi:10.1186/1471-2458-7-200

    Article  Google Scholar 

  • Medina-Ramón M, Zanobetti A, Schwartz J (2006) The effect of ozone and PM10 on hospital admissions for pneumonia and chronic obstructive pulmonary disease: a national multicity study. Am J Epidemiol 163:579–588. doi:10.1093/aje/kwj078

    Article  Google Scholar 

  • Miller KA, Siscovick DS, Sheppard L, Shepherd K, Sullivan JH, Anderson GL, Kaufman JC (2007) Long-term exposure to air pollution and incidence of cardiovascular events in women. N Engl J Med 356:447–458. doi:10.1056/NEJMoa054409

    Article  CAS  Google Scholar 

  • Mirón IJ (2012) Temperaturas extremas y mortalidad en Castilla- La Mancha, España. Evolución temporal 1975–2003 de la relación entre temperatura y mortalidad y perspectivas ante el cambio climático [Extreme temperatures and mortality in Castile-La Mancha, Spain. Time trend from 1975 to 2003 in the relationship between temperature and mortality, and prospects in the face of climate change]. Editorial Académica Española, Lap Lambert Academic Publishing GmbH & Co, Berlín, Germany

  • Mirón IJ, Montero JC, Criado-Alvarez JJ, Gutiérrez AG, Paredes BD, Mayoral AS, Linares C (2006) Treatment and temperature series study for use in public health. The case of Castilla-La Mancha, Spain. Rev Esp Salud Publ 80(2):113–124

    Google Scholar 

  • Miron IJ, Criado-Alvarez JJ, Diaz J, Linares C, Mayoral S, Montero JC (2008) Time trends in minimum mortality temperatures in Castile-La Mancha (Central Spain): 1975–2003. Int J Biometeorol 52(4):291–299. doi:10.1007/s00484-007-0123-6

    Article  Google Scholar 

  • Mirón IJ, Montero JC, Criado-Alvarez JJ, Díaz J, Linares C (2010) Effects of temperature extremes on daily mortality in Castile-La Mancha (Spain): trends from 1975 to 2003. Gac Sanit 24(2):117–122. doi:10.1016/j.gaceta.2009.10.016

    Article  Google Scholar 

  • Montero JC, Mirón IJ, Díaz J, Alberdi JC (1997) The influence of environmental variables on mortality due to respiratory and cardiovascular diseases among the elderly in the Madrid region, Spain. Gac Sanit 11:164–170

    Article  Google Scholar 

  • Montero JC, Miron IJ, Criado-A lvarez JJ, Linares C, Diaz J (2010) Comparison between two methods of defining heat waves: a retrospective study in Castille-La Mancha (Spain). Sci Total Environ 408:1544–1550. doi:10.1016/j.scitotenv.2010.01.013

    Article  CAS  Google Scholar 

  • Montero JC, Mirón IJ, Criado-Álvarez JJ, Linares C, Díaz J (2012) Influence of local factors in the relationship between mortality and heat waves: Castile-La Mancha (1975–2003). Sci Total Environ 1(414):73–80. doi:10.1016/j.scitotenv.2011.10.009

    Article  Google Scholar 

  • Montero JC, Mirón IJ, Criado-Álvarez JJ, Linares C, Díaz J (2013) Difficulties of defining the term “heat wave” in public health. Int J Environ Health Res 23(5):377–379. doi:10.1080/09603123.2012.733941

    Article  Google Scholar 

  • Morán F (1984) Apuntes de Termodinámica. Ed. Instituto Nacional de Meteorología, Madrid

    Google Scholar 

  • Moreu J, Espinosa S, Canabal R, Jiménez-Mazuecos J, Fernández-Vallejo V, Cantón T et al (2011) The primary percutaneous coronary intervention program in Castile-La Mancha. Rev Esp Cardiol Supl 11(C):61–68

    Google Scholar 

  • Ostro B, Barrera-Gómez J, Ballester J, Basagaña X, Sunyer J (2012) The impact of future summer temperature on public health in Barcelona and Catalonia, (Spain). Int J Biometeorol. doi:10.1007/s00484-012-0529-7

    Google Scholar 

  • Pan WH, Li LA, Tsai MJ (1995) Temperature extremes and mortality from coronary heart disease and cerebral infarction in elderly Chinese. Lancet 345(8946):353–355. doi:10.1016/S0140-6736(95)90341-0

    Article  CAS  Google Scholar 

  • Pascal M, Wagner V, Le Tertre A, Laaidi K, Honoré C, Bénichou F, Beaudeau P (2013) Definition of temperature thresholds: the example of the French heat wave warning system. Int J Biometeorol 57:21–29. doi:10.1007/s00484-012-0530-1

    Article  Google Scholar 

  • Pérez L, Tobías A, Pey J, Pérez N, Alastuey A, Sunyer J, Querol X (2012) Effects of local and Saharan particles on cardiovascular disease mortality. Epidemiology 23(5):768–769. doi:10.1097/EDE.0b013e3182625d0d

    Article  Google Scholar 

  • Puymirat E, Simon T, Steg PG, Schiele F, Gueret P, Blanchard D et al (2012) Association of changes in clinical characteristics and management with improvement in survival among patients with ST-elevation myocardial infarction. JAMA 308:998–1006. doi:10.1001/2012.jama.11348

    Article  CAS  Google Scholar 

  • Schifano P, Leone M, De Sario M, de Donato F, Bargagli AM, Díppoliti D et al (2012) Changes in the effects of heat on mortality among the elderly from 1998–2010: results from a multicenter time series study in Italy. Environ Health 11:58. doi:10.1186/1476-069X-11-58

    Article  Google Scholar 

  • Soriano Ortiz JB, Almagro P, Sauleda Roig J (2009) Causes of mortality in COPD. Arch Bronconeumol 45(Supl 4):8–13. doi:10.1016/S0300-2896(09)72857-1

    Article  Google Scholar 

  • Tobías A, Pérez L, Díaz J, Linares C, Pey J, Alastruey A, Querol X (2011) Short-term effects of particulate matter on total mortality during Saharan dust outbreaks: a case-crossover analysis in Madrid (Spain). Sci Total Environ 15(412–413):386–389. doi:10.1016/j.scitotenv.2011.10.027

    Article  Google Scholar 

  • Tobias A, Armstrong B, Zuza I, Gasparrini A, Linares C, Diaz J (2012) Mortality on extreme heat days using official thresholds in Spain: a multi-city time series analysis. BMC Public Health 12:133. doi:10.1186/1471-2458-12-133

    Article  Google Scholar 

  • Tobias A, Armstrong B, Gasparrini A, Diaz J (2014) Effects of high summer temperatures on mortality in 50 Spanish cities. Environ Health 13:48. doi:10.1186/1476-069X-13-48

    Article  Google Scholar 

  • Van Rossum C, Shipley MJ, Hemingway H, Grobbee DE, Mackenbach JP, Marmot MG (2001) Seasonal variation in cause-specific mortality: are there high-risk groups? 25-year follow-up of civil servants from the first Whitehall study. Int J Epidemiol 30:1109–1116. doi:10.1093/ije/30.5.1109

    Article  Google Scholar 

  • Zanobetti A, O’Neill MS, Gronlund CJ, Schwartz JD (2013) Susceptibility to mortality in weather extremes. Effect modification by personal and small-area characteristics. Epidemiology 24:809–819. doi:10.1097/01.ede.0000434432.06765.91

    Article  Google Scholar 

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Acknowledgments

This study was funded by grants from the Castile-La Mancha Socio-Healthcare Foundation (Fundación Sociosanitaria de Castilla-La Mancha), Dossier PI 2010/007, and from the Spanish Health Research Fund (Fondo de Investigaciones Sanitarias, FIS), Dossier PI12/01404-ENPY 1001/13 and “Miguel Servet Type 1” Grant: SEPY 1037/14 from the Carlos III Institute of Health.

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Miron, I.J., Linares, C., Montero, J.C. et al. Changes in cause-specific mortality during heat waves in central Spain, 1975–2008. Int J Biometeorol 59, 1213–1222 (2015). https://doi.org/10.1007/s00484-014-0933-2

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