[논문]Nonlinear temperature-suicide association in Japan from 1972 to 2015: Its heterogeneity and the role of climate, demographic, and socioeconomic factors

Sim, Kisung; Kim, Yoonhee; Hashizume, Masahiro; Gasparrini, Antonio; Armstrong, Ben; Sera, Francesco; Ng, Chris Fook Sheng; Honda, Yasushi; Chung, Yeonseung

doi:10.1016/j.envint.2020.105829

[해외논문] Nonlinear temperature-suicide association in Japan from 1972 to 2015: Its heterogeneity and the role of climate, demographic, and socioeconomic factors 원문보기

Environment international, v.142, 2020년, pp.105829 -

Sim, Kisung (Department of Mathematical Sciences, Korea Advanced Institute of Science and Technology) , Kim, Yoonhee (Department of Global Environmental Health, Graduate School of Medicine, The University of Tokyo) , Hashizume, Masahiro (Department of Global Health Policy, Graduate School of Medicine, The University of Tokyo) , Gasparrini, Antonio (Department of Public Health, Environments and Society, London School of Hygiene & Tropical Medicine, University of London) , Armstrong, Ben (Department of Public Health, Environments and Society, London School of Hygiene & Tropical Medicine, University of London) , Sera, Francesco (Department of Public Health, Environments and Society, London School of Hygiene & Tropical Medicine, University of London) , Ng, Chris Fook Sheng (School of Tropical Medicine and Global Health, Nagasaki University) , Honda, Yasushi (Faculty of Health and Sport Sciences, University of Tsukuba, 1-1-1 Tennodai (Comprehensive Res Build D) Chung, Yeonseung

Abstract ▼ AI-Helper

Abstract It has been reported that suicide is associated with ambient temperature; however, the heterogeneity in this association and its underlying factors have not been extensively investigated. Therefore, we investigated the spatial and temporal variation in the temperature–suicide association and examined climatic, demographic, and socioeconomic factors that may underlie such heterogeneity. We analyzed the daily time-series data for the suicide counts and ambient temperature, which were collected for the 47 prefectures of Japan from 1972 to 2015, using a two-stage analysis. In the first stage, the prefecture-specific temperature–suicide association was estimated by using a generalized linear model. In the second stage, the prefecture-specific associations were pooled, and key factors explaining the spatial and temporal variation were identified by using mixed effects meta-regression. Results showed that there is an inverted J-shape nonlinear association between temperature and suicide; the suicide risk increased with temperature but leveled off above 24.4 °C. The nationwide relative risk (RR) for the maximum suicide temperature versus 5th temperature percentile (2.9 °C) was estimated as 1.26 (95% CI: 1.22, 1.29). The RRs were larger for females than for males (1.32 vs. 1.22) and larger for elderly people (≥65 y) than for the non-elderly (15–64 y) (1.51 vs. 1.18). The RRs were larger for rural prefectures, which are characterized by smaller population, higher proportions of females and elderly people, and lower levels of financial capability and the proportion of highly educated people. The RRs were also larger in colder and less humid prefectures. These findings may help in understanding the potential mechanism of the temperature–suicide association and projecting the future risk of suicide under climate change. Highlights Suicide risk increased with temperature but leveled off above 24.4 °C. Relative risk was larger for females than for males. Relative risk was larger for elderly people than for non-elderly people. Relative risk was significantly lower in the 2000 s over the period of 1972–2015. Relative risk was larger for rural prefectures and colder and drier regions.

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참고문헌 (44)

Ajdacic-Gross V. Bopp M. Ring M. Gutzwiller F. Rossler W. Seasonality in suicide？a review and search of new concepts for explaining the heterogeneous phenomena Soc. Sci. Med. 71 4 2010 657 666 20573433

상세보기
Anderson B.G. Bell M.L. Weather-related mortality: how heat, cold, and heat waves affect mortality in the United States Epidemiology 20 2 2009 205 213 19194300

상세보기
Armstrong B.G. Gasparrini A. Tobias A. Conditional Poisson models: a flexible alternative to conditional logistic case cross-over analysis BMC Med. Res. Method. 14 2014 122
Asahi Newspaper Publishing, 2015. Commercial Power [in Japanese]. http://publications.asahi.com/ecs/detail/?item_id=17298 [accessed 5 June 2020].
Ban J. Xu D. He M.Z. Sun Q. Chen C. Wang W. Zhu P. Li T. The effect of high temperature on cause-specific mortality: A multi-county analysis in China Environ. Int. 106 2017 19 26 28554097

상세보기
Bando D.H. Teng C.T. Volpe F.M. Masi E. Pereira L.A. Braga A.L. Suicide and meteorological factors in Sao Paulo, Brazil, 1996？2011: a time series analysis Rev. Bras. Psiquiatr. 39 3 2017 220 227 28423068
Burke M. Gonzalez F. Baylis P. Heft-Neal S. Baysan C. Basu S. Hsiang S. Higher temperatures increase suicide rates in the United States and Mexico Nat. Clim. Change 8 2018 723 729
Carleton T.A. Crop-damaging temperatures increase suicide rates in India Proc. Natl. Acad. Sci. U.S.A. 114 33 2017 8746 8751 28760983

상세보기
CDC (Centers for Disease Control and Prevention), 2013. International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM). Atlanta, GA: CDC. http://www.cdc.gov/nchs/icd/icd9cm.htm [accessed 7 November 2019].
Chew K.S. McCleary R. The spring peak in suicides: a cross-national analysis Soc. Sci. Med. 40 2 1995 223 230 7899934

상세보기
Chung Y. Lim Y.H. Honda Y. Guo Y.L. Hashizume M. Bell M.L. Chen B.Y. Kim H. Mortality related to extreme temperature for 15 cities in Northeast Asia Epidemiology 26 2 2015 255 262 25643105
Chung Y. Noh H. Honda Y. Hashizume M. Bell M.L. Guo Y.L. Kim H. Temporal changes in mortality related to extreme temperatures for 15 cities in Northeast Asia: adaptation to heat and maladaptation to cold Am. J. Epidemiol. 185 10 2017 907 913 28444109

상세보기
Chung Y. Yang D. Gasparrini A. Vicedo-Cabrera A.M. Ng C.F.S. Kim Y. Honda Y. Hashizume M. Changing susceptibility to non-optimum temperatures in Japan, 1972？2012: the role of climate, demographic, and socioeconomic factors Environ. Health Perspect. 126 5 2018 057002

상세보기
Davis R.E. McGregor G.R. Enfield K.B. Humidity: a review and primer on atmospheric moisture and human health Environ. Res. 144 2016 106 116 26599589

상세보기
Dixon P.G. Sinyor M. Schaffer A. Levitt A. Haney C.R. Ellis K.N. Sheridan S.C. Association of weekly suicide rates with temperature anomalies in two different climate types Int. J. Environ. Res. Public Health 11 11 2014 11627 11644 25402561

상세보기
Dixon P.G. Kalkstein A.J. Where are weather-suicide associations valid? An examination of nine US counties with varying seasonality Int. J. Biometeorol. 62 2018 685 697 27822625

상세보기
Durkheim E. Le suicide [suicide] 1897 Felix Alcan Paris
Gao, J., Cheng, Q., Duan, J., Xu, Z., Bai, L., Zhang, Y., Zhang, H., Wang, S., Zhang, Z., Su, H., 2019. Ambient temperature, sunlight duration, and suicide: A systematic review and meta-analysis. Sci. Total Environ. 646, 1021？1029.
Gasparrini A. Armstrong B. Kenward M.G. Distributed lag non-linear models Stat. Med. 29 21 2010 2224 2234 20812303

상세보기
Gasparrini A. Armstrong B. Kenward M.G. Multivariate meta-analysis for non-linear and other multi-parameter associations Stat. Med. 31 29 2012 3821 3839 22807043

상세보기
Gasparrini A. Armstrong B. Kovats S. Wilkinson P. The effect of high temperatures on cause-specific mortality in England and Wales Occup. Environ. Med. 69 1 2012 56 61 21389012
Gasparrini A. Armstrong B. Reducing and meta-analysing estimates from distributed lag non-linear models BMC Med. Res. Method. 13 2013 1
Gasparrini A. Guo Y. Hashizume M. Lavigne E. Zanobetti A. Schwartz J. Tobias A. Tong S. Rocklov J. Forsberg B. Leone M. De Sario M. Bell M.L. Guo Y.L. Wu C.F. Kan H. Yi S.M. de Sousa Zanotti Stagliorio Coelho M. Saldiva P.H. Honda Y. Kim H. Armstrong B. Mortality risk attributable to high and low ambient temperature: a multicountry observational study Lancet 386 9991 2015 369 375 26003380
Hanigan I.C. Butler C.D. Kokic P.N. Hutchinson M.F. Suicide and drought in New South Wales, Australia, 1970？2007 Proc. Natl. Acad. Sci. U. S. A. 109 35 2012 13950 13955 22891347

상세보기
Hansen A. Bi P. Nitschke M. Ryan P. Pisaniello D. Tucker G. The effect of heat waves on mental health in a temperate Australian city Environ. Health Perspect. 116 10 2008 1369 1375 18941580

상세보기
Kim Y. Kim H. Kim D.S. Association between daily environmental temperature and suicide mortality in Korea (2001？2005) Psychiatry Res. 186 2？3 2011 390 396 20828832
Kim Y. Kim H. Honda Y. Guo Y.L. Chen B.Y. Woo J.M. Ebi K.L. Suicide and ambient temperature in East Asian countries: a time-stratified case-crossover analysis Environ. Health Perspect. 124 1 2016 75 80 26069051

상세보기
Kim Y. Kim H. Gasparrini A. Armstrong B. Honda Y. Chung Y. Ng C.F.S. Tobias A. Iniguez C. Lavigne E. Sera F. Vicedo-Cabrera A.M. Ragettli M.S. Scovronick N. Acquaotta F. Chen B.Y. Guo Y.L. Seposo X. Dang T.N. de Sousa Zanotti Stagliorio Coelho M. Saldiva P.H.N. Kosheleva A. Zanobetti A. Schwartz J. Bell M.L. Hashizume M. Suicide and ambient temperature: a multi-country multi-city study Environ. Health Perspect. 127 11 2019 117007

상세보기
Kondo M. Ono M. Nakazawa K. Kayaba M. Minakuchi E. Sugimoto K. Honda Y. Population at high-risk of indoor heatstroke: the usage of cooling appliances among urban elderlies in Japan Environ. Health Prev. Med. 18 3 2013 251 257 23160849
Lawrence M.G. The relationship between relative humidity and the dewpoint temperature in moist air: a simple conversion and applications Bull. Am. Meteorol. Soc. 86 2005 225 233

상세보기
Likhvar V. Honda Y. Ono M. Relation between temperature and suicide mortality in Japan in the presence of other confounding factors using time-series analysis with a semiparametric approach Environ. Health Prev. Med. 16 1 2011 36 43 21432215
Lu Y. Symons J.M. Geyh A.S. Zeger S.L. An approach to checking case-crossover analyses based on equivalence with time-series methods Epidemiology 19 2 2008 169 175 18223483

상세보기
Ministry of Internal Affairs and Communications of Japan, 2009. Description of Economic Power Index [in Japanese]. http://www.soumu.go.jp/main_content/000264701.pdf [accessed 29 March 2019].
OECD (Organisation for Economic Co-operation and Development), 2019. Health at a Glance. https://data.oecd.org/healthstat/suicide-rates.htm?context=OECD [accessed 15 January 2020].
Page L.A. Hajat S. Kovats R.S. Relationship between daily suicide counts and temperature in England and Wales Br. J. Psychiatry 191 2007 106 112 17666493

상세보기
Page L.A. Hajat S. Kovats R.S. Howard L.M. Temperature-related deaths in people with psychosis, dementia and substance misuse Br. J. Psychiatry 200 2012 485 490 22661680

상세보기
R Core Team R: A language and environment for statistical computing 2015 R Foundation for Statistical Computing Vienna, Austria http://www.R-project.org/
Sera F. Armstrong B. Blangiardo M. Gasparrini A. An extended mixed-effects framework for meta-analysis Stat. Med. 38 2019 5429 5444 31647135

상세보기
Smith, K.R., Woodward, A., Campbell-Lendrum, D., Chadee, D.D., Honda, Y., Liu, Q., Olwoch, J.M., Revich, B., Sauerborn, R., 2014. Human health: impacts, adaptation, and co-benefits. In: Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Field, C.B., Barros, V.R., Dokken, D.J., Mach, K.J., Mastrandrea, M.D., Bilir, T.E., Chatterjee, M., Ebi, K.L., Estrada, Y.O., Genova, R.C., Girma, B., Kissel, E.S., Levy, A.N., MacCracken, S., Mastrandrea, P.R., White L.L. (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 709？754.
Thompson R. Hornigold R. Page L. Waite T. Associations between high ambient temperatures and heat waves with mental health outcomes: a systematic review Public Health 161 2018 171 191 30007545

상세보기
Vicedo-Cabrera A.M. Sera F. Guo Y. Chung Y. Arbuthnott K. Tong S. Tobias A. Lavigne E. de Sousa Zanotti Stagliorio Coelho M. Saldiva P.H.N. Goodman P.G. Zeka A. Hashizume M. Honda Y. Kim H. Ragettli M.S. Roosli M. Zanobetti A. Schwartz J. Armstrong B. Gasparrini A. A multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climate Environ. Int. 111 2018 239 246 29272855

상세보기
Williams M.N. Hill S.R. Spicer J. Will climate change increase or decrease suicide rates? The differing effects of geographical, seasonal, and irregular variation in temperature on suicide incidence Clim. Change 130 2015 519 528

상세보기
WHO, 2016. International Statistical Classification of Diseases and Related Health Problems, 10th Revision. Geneva, Switzerland: WHO. http://apps.who.int/classifications/icd10/browse/2016/en [accessed 7 November 2019].
WHO (World Health Organization), 1966. International Classification of Diseases, 8th Revision (ICD-8). Geneva, Switzerland: WHO. https://apps.who.int/iris/handle/10665/89390 [accessed 7 November 2019].

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