Observational studyEnvironmental health : a global access science source2021
COVID-19 pandemic modifies temperature and heat-related illness ambulance transport association in Japan: a nationwide observational study.
Observational study in Environmental health : a global access science source, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- A Nationwide Comparative Analysis of Temperature-Related Mortality and Morbidity in Japan.Environmental health perspectives · 2023Pooled it
- Heatstroke-related ambulance dispatch risk before and during COVID-19 pandemic: Subgroup analysis by age, severity, and incident place.The Science of the total environment · 2022Pooled it
- Determining Location-Specific Thresholds for Heat Warning Systems to Mitigate Heatstroke Mortality in Japan.Environment & health (Washington, D.C.) · 2026Article
- COVID-19 pandemic as an effect modifier on the association between elevated temperatures and emergency department visits: A case-time-series study in a large population.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- Effects of high summer temperatures on heatstroke-related ambulance dispatches in Japan: A nationwide time-stratified case-crossover analysis.Preventive medicine reports · 2025Article
- Article
- Heat-related mortality and ambulance transport after a power outage in the Tokyo metropolitan area.Environmental epidemiology (Philadelphia, Pa.) · 2024Article
- Enhancing health resilience in Japan in a changing climate.The Lancet regional health. Western Pacific · 2023Review
- Analysis of compound health impacts of heatwave and COVID-19 in Korea from May to September in 2020.Scientific reports · 2023Article
- The Intersection of the COVID-19 Pandemic and the 2021 Heat Dome in Canadian Digital News Media: A Content Analysis.International journal of environmental research and public health · 2023Article
- Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDuring the COVID-19 pandemic, several illnesses were reduced. In Japan, heat-related illnesses were reduced by 22% compared to pre-pandemic period. However, it is uncertain as to what has led to this reduction. Here, we model the association of maximum temperature and heat-related illnesses in the 47 Japanese prefectures. We specifically examined how the exposure and lag associations varied before and during the pandemic.
methodsWe obtained the summer-specific, daily heat-related illness ambulance transport (HIAT), exposure variable (maximum temperature) and covariate data from relevant data sources. We utilized a stratified (pre-pandemic and pandemic), two-stage approach. In each stratified group, we estimated the 1) prefecture-level association using a quasi-Poisson regression coupled with a distributed lag non-linear model, which was 2) pooled using a random-effects meta-analysis. The difference between pooled pre-pandemic and pandemic associations was examined across the exposure and the lag dimensions.
resultsA total of 321,655 HIAT cases was recorded in Japan from 2016 to 2020. We found an overall reduction of heat-related risks for HIAT during the pandemic, with a wide range of reduction (10.85 to 57.47%) in the HIAT risk, across exposure levels ranging from 21.69 °C to 36.31 °C. On the contrary, we found an increment in the delayed heat-related risks during the pandemic at Lag 2 (16.33%; 95% CI: 1.00, 33.98%).
conclusionThis study provides evidence of the impact of COVID-19, particularly on the possible roles of physical interventions and behavioral changes, in modifying the temperature-health association. These findings would have implications on subsequent policies or heat-related warning strategies in light of ongoing or future pandemics.
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