The Role of Humidity in Associations of High Temperature with Mortality: A Multicountry, Multicity Study

Ben Armstrong(Royal Society of Tropical Medicine and Hygiene), Francesco Sera(Royal Society of Tropical Medicine and Hygiene), Ana M. Vicedo‐Cabrera(Royal Society of Tropical Medicine and Hygiene), Rosana Abrutzky(Universidad de Buenos Aires), Daniel Oudin Åström(Umeå University), Michelle L. Bell(Yale University), Bing‐Yu Chen(National Health Research Institutes), Micheline de Sousa Zanotti Stagliorio Coêlho(Universidade de São Paulo), Patricia Matus Correa(Universidad de Los Andes, Chile), Trần Ngọc Đăng(Duy Tan University), Magali Hurtado‐Díaz(Instituto Nacional de Salud Pública), Do Van Dung(University of Medicine and Pharmacy at Ho Chi Minh City), Bertil Forsberg(Umeå University), Patrick Goodman(Technological University Dublin), Yue Leon Guo(National Health Research Institutes), Yuming Guo(National Health Research Institutes), Masahiro Hashizume(Nagasaki University), Yasushi Honda(University of Tsukuba), Ene Indermitte(University of Tartu), Carmen Íñiguez(Universitat de València), Haidong Kan(Fudan University), Ho Kim(Seoul National University), Jan Kyselý(Czech University of Life Sciences Prague), Éric Lavigne(Health Canada), Paola Michelozzi, Hans Orru(University of Tartu), Nicolás Valdés Ortega(Universidad de Los Andes, Chile), Mathilde Pascal(Santé Publique France), Martina S. Ragettli(Swiss Tropical and Public Health Institute), Paulo Hilário Nascimento Saldiva(Universidade de São Paulo), Joel Schwartz(Harvard University), Matteo Scortichini(Health Canada), Xerxes Seposo(Kyoto University), Aurelio Tobı́as(Institute of Environmental Assessment and Water Research), Shilu Tong(Queensland University of Technology), Aleš Urban(Czech Academy of Sciences, Institute of Atmospheric Physics), César De la Cruz Valencia(Instituto Nacional de Salud Pública), Antonella Zanobetti(Harvard University), Ariana Zeka(Brunel University of London), Antonio Gasparrini(Royal Society of Tropical Medicine and Hygiene)
Environmental Health Perspectives
September 1, 2019
Cited by 184Open Access
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Abstract

BACKGROUND: There is strong experimental evidence that physiologic stress from high temperatures is greater if humidity is higher. However, heat indices developed to allow for this have not consistently predicted mortality better than dry-bulb temperature. OBJECTIVES: We aimed to clarify the potential contribution of humidity an addition to temperature in predicting daily mortality in summer by using a large multicountry dataset. METHODS: In 445 cities in 24 countries, we fit a time-series regression model for summer mortality with a distributed lag nonlinear model (DLNM) for temperature (up to lag 3) and supplemented this with a range of terms for relative humidity (RH) and its interaction with temperature. City-specific associations were summarized using meta-analytic techniques. RESULTS: Adding a linear term for RH to the temperature term improved fit slightly, with an increase of 23% in RH (the 99th percentile anomaly) associated with a 1.1% [95% confidence interval (CI): 0.8, 1.3] decrease in mortality. Allowing curvature in the RH term or adding terms for interaction of RH with temperature did not improve the model fit. The humidity-related decreased risk was made up of a positive coefficient at lag 0 outweighed by negative coefficients at lags of 1-3 d. Key results were broadly robust to small model changes and replacing RH with absolute measures of humidity. Replacing temperature with apparent temperature, a metric combining humidity and temperature, reduced goodness of fit slightly. DISCUSSION: The absence of a positive association of humidity with mortality in summer in this large multinational study is counter to expectations from physiologic studies, though consistent with previous epidemiologic studies finding little evidence for improved prediction by heat indices. The result that there was a small negative average association of humidity with mortality should be interpreted cautiously; the lag structure has unclear interpretation and suggests the need for future work to clarify. https://doi.org/10.1289/EHP5430.


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