Evidence map›Paper›PMID 42893162›Full record

ArticleGeoHealth2026

Age-Period-Cohort Analysis of the Global Death Burden of Main Diseases Attributable to High Temperature in the Past 30 Years: Based on the Global Burden of Disease Study 2021.

Zhikang Wang, Yifang Liu, Lve Deng, Ke Li, Jiawei Ren, Xuran Shi, Qi Wang, Junan Liu

Abstract read
In one paragraph

Article in GeoHealth, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Zhikang WangDepartment of Social Medicine and Health Management School of Public Health Tongji Medical College Huazhong University of Science and Technology Wuhan China.
Yifang LiuDepartment of Social Medicine and Health Management School of Public Health Tongji Medical College Huazhong University of Science and Technology Wuhan China.
Lve DengDepartment of Social Medicine and Health Management School of Public Health Tongji Medical College Huazhong University of Science and Technology Wuhan China.
Ke LiDepartment of Social Medicine and Health Management School of Public Health Tongji Medical College Huazhong University of Science and Technology Wuhan China.
Jiawei RenDepartment of Social Medicine and Health Management School of Public Health Tongji Medical College Huazhong University of Science and Technology Wuhan China.
Xuran ShiDepartment of Social Medicine and Health Management School of Public Health Tongji Medical College Huazhong University of Science and Technology Wuhan China.
Qi WangDepartment of Epidemiology and Biostatistics School of Public Health Tongji Medical College Huazhong University of Science and Technology Wuhan China.
Junan LiuDepartment of Social Medicine and Health Management School of Public Health Tongji Medical College Huazhong University of Science and Technology Wuhan China.ORCID https://orcid.org/0000-0003-1740-1161

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High temperatures pose a serious threat to human health. Quantifying the main disease death burden attributable to high temperatures can provide scientific evidence for policy development. Using Global Burden of Disease 2021 data, we identified the death burden attributable to high temperatures across all causes and determined the three leading causes. For each, we used age-standardized mortality rates attributable to high temperature (HA-ASMR) and estimated temporal trends via age-period-cohort modeling at global, regional, and national levels (1990-2021). Ischemic heart disease, stroke, and lower respiratory infections were the top three causes of deaths attributable to high temperature in 2021. Low-middle Socio-demographic Index (SDI) regions had the highest HA-ASMR for ischemic heart disease (3.49, 95%UI: 0.96-6.57) and stroke (2.55, 95%UI: 0.77-5.01), whereas lower respiratory infections showed the highest HA-ASMR in low SDI regions (2.52, 95%UI: 0.85-4.35). Age-period-cohort analysis generated net drift values for HA-ASMR in high SDI regions, with values of 0.99% (95%CI: 0.60%-1.39%) for ischemic heart disease, 1.19% (95%CI: 0.99%-1.40%) for stroke, and 2.36% (95%CI: 2.01%-2.70%) for lower respiratory infections. Longitudinal age curves showed elevated mortality risks attributable to high temperature in populations over 60 years. Global period and cohort rate ratios for high-temperature-attributable ischemic heart disease mortality increased over time. Global ischemic heart disease and stroke deaths attributable to high temperature continued rising with sharply elevated risks in older adults, while lower respiratory infection deaths attributable to high temperature among youth in high-income countries are increasing. Therefore, adaptation strategies must be specific to disease and age, varying by regional characteristics.

Indexed as

age‐period‐cohort analysishigh temperatureischemic heart diseaselower respiratory infectionstroke

Identifiers

PMID42893162
PMCPMC13676029

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.