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Urban environmental influences on the temperature–mortality relationship associated mental disorders and cardiorespiratory diseases during normal summer days in a subtropical city

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Abstract

Temperature is associated with mortality risk across cities. However, there is lack of study investigating the summer effect on mortality associated with mental/behavioral disorders, especially in cities with subtropical climate. In addition, summer mortality in subtropical cities is different from tropical cities, and previous studies have not investigated the urban environmental inequality on heat mortality associated with mental/behavioral disorders. A register-based study was developed to estimate the temperature effects on decedents on days with 50th percentile of average daily temperature between 2007 and 2014 in Hong Kong (n = 133,359). Poisson regression was firstly applied to estimate the incidence rate ratio (IRR) from the summer temperature effects on all-cause mortality, cardiovascular mortality, respiratory mortality, and mortality associated with mental/behavioral disorders. For a 1 °C increase in average temperature on days with temperature ≥ 24.51 °C, IRRs of mortality associated with mental and behavioral disorders on lag 0 and lag 1 days were 1.033 [1.004, 1.062] and 1.030 [1.002, 1.060], while temperature effects on cardiovascular mortality and respiratory mortality during normal summer days (not extreme heat events) were not significant. A further investigation with linear regression has shown that decedents with mental/behavioral disorders on higher temperature days resided in areas with lower percentage of sky view, lower percentage of vegetation cover, higher level of neighborhood-level PM2.5, higher level of neighborhood-level NO, and higher level of neighborhood-level black carbon (BC). In order to develop protocols for community healthcare based on the “Leaving no one behind” scheme documented in the 2016 Sustainable Development Goals report of the United Nations, it is necessary to include heat effects on mental/behavioral disorders, especially people with dementia, for community planning and healthcare development.

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References

  • Bark N (1998) Deaths of psychiatric patients during heat waves. Psychiatr Serv 49(8):1088–1090

    Article  CAS  Google Scholar 

  • Barratt B, Lee M, Wong P, Tang R, Tsui TH, Cheng W, Yang Y, Lai P-C, Tian L, Thach T-Q, Allen R, Brauer M (2018) A dynamic three-dimensional air pollution exposure model for Hong Kong. In: Research Report of Health Effects Institute, p 194

    Google Scholar 

  • Chan EYY, Goggins WB, Kim JJ, Griffiths SM (2012) A study of intracity variation of temperature-related mortality and socioeconomic status among the Chinese population in Hong Kong. J Epidemiol Community Health 66(4):322–327

    Article  Google Scholar 

  • Chan E, Lam H, So S, Goggins W, Ho J, Liu S, Chung P (2018) Association between ambient temperatures and mental disorder hospitalizations in a subtropical city: a time-series study of Hong Kong special administrative region. Int J Environ Res Public Health 15(4):754

    Article  Google Scholar 

  • Cornali C, Franzoni S, Riello R, Ghianda D, Frisoni GB, Trabucchi M (2004) Effect of high climate temperature on the behavioral and psychological symptoms of dementia. J Am Med Dir Assoc 5(3):161–166

    Article  Google Scholar 

  • Culqui DR, Linares C, Ortiz C, Carmona R, Díaz J (2017) Association between environmental factors and emergency hospital admissions due to Alzheimer’s disease in Madrid. Sci Total Environ 592:451–457

    Article  CAS  Google Scholar 

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

    Article  Google Scholar 

  • Dixon P, Sinyor M, Schaffer A, Levitt A, Haney C, Ellis K, Sheridan S (2014) Association of weekly suicide rates with temperature anomalies in two different climate types. Int J Environ Res Public Health 11(11):11627–11644

    Article  Google Scholar 

  • Gasparrini A, Guo Y, Hashizume M, Kinney PL, Petkova EP, Lavigne E et al (2015) Temporal variation in heat–mortality associations: a multicountry study. Environ Health Perspect 123(11):1200–1207

    Article  Google Scholar 

  • Goggins WB, Chan EY, Ng E, Ren C, Chen L (2012) Effect modification of the association between short-term meteorological factors and mortality by urban heat islands in Hong Kong. PLoS One 7(6):e38551

    Article  CAS  Google Scholar 

  • Ha S, Liu D, Zhu Y, Kim SS, Sherman S, Grantz KL, Mendola P (2017) Ambient temperature and stillbirth: a multi-center retrospective cohort study. Environ Health Perspect 125(6):067011

    Article  Google Scholar 

  • Hansen A, Bi P, Nitschke M, Ryan P, Pisaniello D, Tucker G (2008) The effect of heat waves on mental health in a temperate Australian city. Environ Health Perspect 116(10):1369–1375

    Article  Google Scholar 

  • Harlan SL, Declet-Barreto JH, Stefanov WL, Petitti DB (2012) Neighborhood effects on heat deaths: social and environmental predictors of vulnerability in Maricopa County, Arizona. Environ Health Perspect 121(2):197–204

    Article  Google Scholar 

  • Hattis D, Ogneva-Himmelberger Y, Ratick S (2012) The spatial variability of heat-related mortality in Massachusetts. Appl Geogr 33:45–52

    Article  Google Scholar 

  • Ho HC, Knudby A, Sirovyak P, Xu Y, Hodul M, Henderson SB (2014) Mapping maximum urban air temperature on hot summer days. Remote Sens Environ 154:38–45

    Article  Google Scholar 

  • Ho HC, Lau KKL, Ren C, Ng E (2017) Characterizing prolonged heat effects on mortality in a sub-tropical high-density city, Hong Kong. Int J Biometeorol 61(11):1935–1944

    Article  Google Scholar 

  • Ho HC, Knudby A, Walker BB, Henderson SB (2017b) Delineation of spatial variability in the temperature–mortality relationship on extremely hot days in greater Vancouver, Canada. Environ Health Perspect 125(1):66–75

    Article  Google Scholar 

  • Ho HC, Wong MS, Yang L, Shi W, Yang J, Bilal M, Chan TC (2018) Spatiotemporal influence of temperature, air quality, and urban environment on cause-specific mortality during hazy days. Environ Int 112:10–22

    Article  Google Scholar 

  • Hodul M, Knudby A, Ho HC (2016) Estimation of continuous urban sky view factor from landsat data using shadow detection. Remote Sens 8(7):568

    Article  Google Scholar 

  • Hondula DM, Davis RE, Saha MV, Wegner CR, Veazey LM (2015) Geographic dimensions of heat-related mortality in seven US cities. Environ Res 138:439–452

    Article  CAS  Google Scholar 

  • Ishigami A, Hajat S, Kovats RS, Bisanti L, Rognoni M, Russo A, Paldy A (2008) An ecological time-series study of heat-related mortality in three European cities. Environ Health 7(1):5

    Article  Google Scholar 

  • Johnson DP, Wilson JS, Luber GC (2009) Socioeconomic indicators of heat-related health risk supplemented with remotely sensed data. Int J Health Geogr 8(1):57

    Article  Google Scholar 

  • Kaiser R, Rubin CH, Henderson AK, Wolfe MI, Kieszak S, Parrott CL, Adcock M (2001) Heat-related death and mental illness during the 1999 Cincinnati heat wave. Am J Forensic Med Pathol 22(3):303–307

    Article  CAS  Google Scholar 

  • Kosatsky T, Henderson SB, Pollock SL (2012) Shifts in mortality during a hot weather event in Vancouver, British Columbia: rapid assessment with case-only analysis. Am J Public Health 102(12):2367–2371

    Article  Google Scholar 

  • Krstic N, Yuchi W, Ho HC, Walker BB, Knudby AJ, Henderson SB (2017) The Heat Exposure Integrated Deprivation Index (HEIDI): a data-driven approach to quantifying neighborhood risk during extreme hot weather. Environ Int 109:42–52

    Article  Google Scholar 

  • Lam CKC, Loughnan M, Tapper N (2013) An exploration of temperature metrics for further developing the heat-health weather warning system in Hong Kong. ISRN Atmos Sci 2013:1–9

    Google Scholar 

  • Lee M, Brauer M, Wong P, Tang R, Tsui TH, Choi C et al (2017) Land use regression modelling of air pollution in high density high rise cities: a case study in Hong Kong. Sci Total Environ 592:306–315

    Article  CAS  Google Scholar 

  • Leung YK, Yip KM, Yeung KH (2008) Relationship between thermal index and mortality in Hong Kong. Meteorol Appl 15(3):399–409

    Article  Google Scholar 

  • Li S, Chen G, Jaakkola JJ, Williams G, Guo Y (2018) Temporal change in the impacts of ambient temperature on preterm birth and stillbirth: Brisbane, 1994–2013. Sci Total Environ 634:579–585

    Article  CAS  Google Scholar 

  • Linares C, Culqui D, Carmona R, Ortiz C, Díaz J (2017) Short-term association between environmental factors and hospital admissions due to dementia in Madrid. Environ Res 152:214–220

    Article  CAS  Google Scholar 

  • Meehl GA, Tebaldi C (2004) More intense, more frequent, and longer lasting heat waves in the 21st century. Science 305(5686):994–997

    Article  CAS  Google Scholar 

  • Naughton MP, Henderson A, Mirabelli MC, Kaiser R, Wilhelm JL, Kieszak SM, Rubin CH, McGeehin MA (2002) Heat-related mortality during a 1999 heat wave in Chicago. Am J Prev Med 22(4):221–227

    Article  Google Scholar 

  • Noelke C, McGovern M, Corsi DJ, Jimenez MP, Stern A, Wing IS, Berkman L (2016) Increasing ambient temperature reduces emotional well-being. Environ Res 151:124–129

    Article  CAS  Google Scholar 

  • Page LA, Hajat S, Kovats RS (2007) Relationship between daily suicide counts and temperature in England and Wales. Br J Psychiatry 191(2):106–112

    Article  Google Scholar 

  • Page LA, Hajat S, Kovats RS, Howard LM (2012) Temperature-related deaths in people with psychosis, dementia and substance misuse. Br J Psychiatry 200(6):485–490

    Article  Google Scholar 

  • Peng Z, Wang Q, Kan H, Chen R, Wang W (2017) Effects of ambient temperature on daily hospital admissions for mental disorders in Shanghai, China: a time-series analysis. Sci Total Environ 590:281–286

    Article  Google Scholar 

  • Reid CE, O’neill MS, Gronlund CJ, Brines SJ, Brown DG, Diez-Roux AV, Schwartz J (2009) Mapping community determinants of heat vulnerability. Environ Health Perspect 117(11):1730–1736

    Article  Google Scholar 

  • Rosenthal JK, Kinney PL, Metzger KB (2014) Intra-urban vulnerability to heat-related mortality in New York City, 1997–2006. Health Place 30:45–60

    Article  Google Scholar 

  • Samba H, Guerchet M, Ndamba-Bandzouzi B, Mbelesso P, Lacroix P, Dartigues JF, Preux PM (2016) Dementia-associated mortality and its predictors among older adults in sub-Saharan Africa: results from a 2-year follow-up in Congo (the EPIDEMCA-FU study). Age Ageing 45(5):681–687

    Article  Google Scholar 

  • Schaffer A, Muscatello D, Broome R, Corbett S, Smith W (2012) Emergency department visits, ambulance calls, and mortality associated with an exceptional heat wave in Sydney, Australia, 2011: a time-series analysis. Environ Health 11(1):3

    Article  Google Scholar 

  • Schuurman N, Martin M, Crooks VA, Randall E (2018) The development of a spatial palliative care index instrument for assessing population-level need for palliative care services. Health Place 49:50–58

    Article  Google Scholar 

  • Sheridan SC, Kalkstein AJ, Kalkstein LS (2009) Trends in heat-related mortality in the United States, 1975–2004. Nat Hazards 50(1):145–160

    Article  Google Scholar 

  • Smargiassi A, Goldberg MS, Plante C, Fournier M, Baudouin Y, Kosatsky T (2009) Variation of daily warm season mortality as a function of micro-urban heat islands. J Epidemiol Community Health 63(8):659–664

    Article  CAS  Google Scholar 

  • Thach TQ, Zheng Q, Lai PC, Wong PPY, Chau PYK, Jahn HJ, Plass D, Katzschner L, Kraemer A, Wong CM (2015) Assessing spatial associations between thermal stress and mortality in Hong Kong: a small-area ecological study. Sci Total Environ 502:666–672

    Article  CAS  Google Scholar 

  • Tomlinson CJ, Chapman L, Thornes JE, Baker CJ (2011) Including the urban heat island in spatial heat health risk assessment strategies: a case study for Birmingham, UK. Int J Health Geogr 10(1):42

    Article  Google Scholar 

  • Urban A, Davídkovová H, Kyselý J (2014) Heat-and cold-stress effects on cardiovascular mortality and morbidity among urban and rural populations in the Czech Republic. Int J Biometeorol 58(6):1057–1068

    Article  Google Scholar 

  • Vandentorren S, Suzan F, Medina S, Pascal M, Maulpoix A, Cohen JC, Ledrans M (2004) Mortality in 13 French cities during the August 2003 heat wave. Am J Public Health 94(9):1518–1520

    Article  Google Scholar 

  • Wong MS, Ho HC, Yang L, Shi W, Yang J, Chan TC (2017) Spatial variability of excess mortality during prolonged dust events in a high-density city: a time-stratified spatial regression approach. Int J Health Geogr 16(1):26

    Article  Google Scholar 

  • Xie H, Yao Z, Zhang Y, Xu Y, Xu X, Liu T et al (2013) Short-term effects of the 2008 cold spell on mortality in three subtropical cities in Guangdong Province, China. Environ Health Perspect 121(2):210–216

    Article  Google Scholar 

  • Yang J, Wong MS, Menenti M, Nichol J (2015) Modeling the effective emissivity of the urban canopy using sky view factor. ISPRS J Photogramm Remote Sens 105:211–219

    Article  Google Scholar 

  • Yi W, Chan AP (2015) Effects of temperature on mortality in Hong Kong: a time series analysis. Int J Biometeorol 59(7):927–936

    Article  Google Scholar 

  • Zakšek K, Oštir K, Kokalj Ž (2011) Sky-view factor as a relief visualization technique. Remote Sens 3(2):398–415

    Article  Google Scholar 

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Funding

The authors specially thank the support in part by the grant (1-BBWD) from the Research Institute for Sustainable Urban Development, the Hong Kong Polytechnic University, grants of 1-ZE24 and 1-ZVN6 from the Hong Kong Polytechnic University, and Seed Fund for Basic Research (Project code: 201903159006) from the University of Hong Kong.

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Correspondence to Hung Chak Ho or Man Sing Wong.

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Responsible editor: Philippe Garrigues

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Ho, H., Wong, M. Urban environmental influences on the temperature–mortality relationship associated mental disorders and cardiorespiratory diseases during normal summer days in a subtropical city. Environ Sci Pollut Res 26, 24272–24285 (2019). https://doi.org/10.1007/s11356-019-05594-0

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