Evidence map›Paper›PMID 41206566›Full record

ArticleEuropean journal of public health2026

Mortality risk associated with heatwave exposure based on daily maximum, minimum, and combined temperature thresholds.

Zhouxin Yin, Leyuan Xiao, Cheng Tang, Shihan Zhen, Qian Li, Yan Dou, Zhiyi Xiao, Fengchao Liang, Xiaohua Liang

Abstract read
In one paragraph

Article in European journal of public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Zhouxin YinSchool of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China.
Leyuan XiaoDepartment of Clinical Epidemiology and Biostatistics, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing Municipal Health Commission Key Laboratory of Children's Vital Organ Development and Diseases, Chongqing, China.
Cheng TangCenter for Disease Control and Prevention of Jiulongpo District, Chongqing, China.
Shihan ZhenSchool of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China.
Qian LiSchool of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China.
Yan DouDepartment of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Zhiyi XiaoSchool of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China.
Fengchao LiangSchool of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China.
Xiaohua LiangDepartment of Clinical Epidemiology and Biostatistics, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing Municipal Health Commission Key Laboratory of Children's Vital Organ Development and Diseases, Chongqing, China.ORCID 0000-0003-3867-9779

Funding

Chongqing Municipal Science and Technology Bureau and the Municipal Health Commission 2024MSXM048Medical Research Innovation Project G030410001Ministry of Science and Technology of China 2022YFC3702703National Natural Science Foundation of China 82373590National Natural Science Foundation of China 82422066 and 42107465Natural Science Foundation of Guangdong Province, China 2023A1515011206Talents enlisted in major talent programs of Guangdong Province 20210N020921
6 · The paper itself

Abstract

Most prior studies assessed heatwave-related mortality using daily mean temperature as an indicator, limiting the ability to differentiate between daytime and nighttime heat effects. We collected individual mortality records with corresponding residential exposure data on daily temperature, relative humidity and ozone during warm seasons from 2016 to 2022 in Jiulongpo district, Chongqing, China. Heatwaves were categorized into three types: those defined by daily maximum temperature, daily minimum temperature, and a combination of both. A time-stratified case-crossover design was applied to assess the associations between heatwaves and mortality. During the study period, 17 552 deaths were recorded. We observed that heatwaves defined by combined temperature thresholds were associated with the highest mortality risks, with odds ratios (ORs) ranging from 1.08 (95% CI: 1.01-1.15) to 1.32 (95% CI: 1.17-1.48) under different heatwave definitions. For heatwaves defined by daily maximum temperature, ORs ranged from 1.06 (95% CI: 0.98-1.14) to 1.13 (95% CI: 1.03-1.24), while heatwaves defined by daily minimum temperature showed ORs ranging from 1.04 (95% CI: 0.99-1.10) to 1.27 (95% CI: 1.13-1.43). Exposure to heatwaves was consistently associated with increased risks of all-cause and cardiovascular mortality, but not respiratory mortality. The associations were stronger among men and under higher ozone conditions compared to their counterparts. Exposure to heatwaves significantly increased mortality risks, with the highest risks observed for compound heatwaves involving both daytime and nighttime heat. These findings underscore that the health risks associated with nighttime heat exposure should not be overlooked.

Indexed as

Environmental ExposureExtreme HeatHot TemperatureMortalityAdultAgedChinaCross-Over StudiesFemaleHumansMaleMiddle AgedOzoneRisk FactorsSeasonsOzone

Identifiers

PMID41206566
PMCPMC13017723

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.