ArticleInternational journal of biometeorology2016
Temperature deviation index and elderly mortality in Japan.
Article in International journal of biometeorology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The interplay between climate change and ageing: A systematic review of health indicators.PloS one · 2024Pooled it
- Climate change effects in older people's health: A scoping review.Journal of advanced nursing · 2025Article
- Article
- Enhancing health resilience in Japan in a changing climate.The Lancet regional health. Western Pacific · 2023Review
- Does choice of outdoor heat metric affect heat-related epidemiologic analyses in the US Medicare population?Environmental epidemiology (Philadelphia, Pa.) · 2023Article
- The Scorching Truth: Investigating the Impact of Heatwaves on Selangor's Elderly Hospitalisations.International journal of environmental research and public health · 2023Article
- Modelling of Temperature-Attributable Mortality among the Elderly in Lisbon Metropolitan Area, Portugal: A Contribution to Local Strategy for Effective Prevention Plans.Journal of urban health : bulletin of the New York Academy of Medicine · 2021Article
- Temperature-related mortality: a systematic review and investigation of effect modifiers.Environmental research letters : ERL [Web site] · 2019Article
- Estimation of abnormal temperature effects on elderly mortality in South Korea using the temperature deviation index.International journal of biometeorology · 2017Article
- The Threshold Temperature and Lag Effects on Daily Excess Mortality in Harbin, China: A Time Series Analysis.The international journal of occupational and environmental medicine · 2017Article
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Authors and funding
4 authors.
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Abstract
Few studies have examined how the precedence of abnormal temperatures in previous neighboring years affects the population's health. In the present study, we attempted to quantify the health effects of abnormal weather patterns by creating a metric called the temperature deviation index (TDI) and estimated the effects of TDI on mortality in Japan. We used data from 47 prefectures in Japan to compute the TDI on days between May and September from 1966 to 2010. The TDI is a summed product of an indicator of absence of high temperatures in the neighboring years, and more weights were assigned to the years closest to the current year. To estimate the TDI effects on elderly mortality, we used generalized linear modeling with a Poisson distribution after adjusting for apparent temperature, barometric pressure, day of the week, and time trend. For each prefecture, we estimated the TDI effects and pooled the estimates to yield a national average for 1991-2010 in Japan. The estimated effects of TDI in middle- or high-latitude prefectures were greater than in low-latitude prefectures. The estimated national average of TDI effects was a 0.5 % (95 % confidence intervals [CI], 0.1, 1.0) increase in elderly mortality per 1-unit (around 1 standard deviation) increase in the TDI. The significant pooled estimation of TDI effects was mainly due to the TDI effects on summer days with moderate temperature (25th-49th percentile, mean temperature 22.9 °C): a 1.9 % (95 % CI, 1.1, 2.6) increase in elderly mortality per 1-unit increase in the TDI. However, TDI effects were insignificant in other temperature ranges. These findings suggest that elderly deaths increased on moderate temperature days in the summer that differed substantially from days during that time window in the neighboring years. Therefore, not only high temperature itself but also temperature deviation compared to previous years could be considered to be a risk factor for elderly mortality in the summer.
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