Evidence map›Paper›PMID 42852372›Full record

ArticleGeoHealth2026

Compound Heatwaves and Health Inequality: A Nationwide Study on Emergency Admissions and Socioeconomic Vulnerability in South Korea.

Ayoung Kim, Jinah Park, Ho Kim, Yoonhee Kim

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

4 authors.

Ayoung KimDepartment of Public Health Sciences Graduate School of Public Health Seoul National University Seoul South Korea.ORCID https://orcid.org/0009-0006-9478-6076
Jinah ParkDepartment of Public Health Sciences Graduate School of Public Health Seoul National University Seoul South Korea.ORCID https://orcid.org/0000-0003-0669-3816
Ho KimDepartment of Public Health Sciences Graduate School of Public Health Seoul National University Seoul South Korea.ORCID https://orcid.org/0000-0001-7472-3752
Yoonhee KimDepartment of Global Environmental Health Graduate School of Medicine The University of Tokyo Tokyo Japan.ORCID https://orcid.org/0000-0003-2517-1087

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Climate change is intensifying the frequency and severity of extreme heat events. Despite the rising frequency of compound heatwaves (CHWs)-concurrent daytime and nighttime heat-evidence regarding cause-specific risks and socioeconomic disparities remains limited. This study aimed to examine associations between CHWs and emergency hospital admissions and to identify vulnerable subpopulations. This study analyzed 2,010,769 emergency hospital admissions in the summer (June-September, 2011-2019) using the South Korean National Health Insurance Service database. Heatwaves were classified as daytime, nighttime, or compound based on district-specific 90th percentile thresholds of the daily maximum and minimum temperatures. A time-stratified case-crossover design with a distributed lag model was applied to estimate odds ratios for emergency hospital admissions associated with each heatwave type. Subgroup analyses were conducted including age, sex, household income, population density, and admission cause. Furthermore, we tested the potential impacts of income by incorporating an interaction term between income and each subgroup. CHWs were associated with emergency admissions, with particularly strong associations for genitourinary diseases. The risks were highest among the elderly, male, residents of highly populated areas, and low-income groups. Furthermore, the association was most pronounced for genitourinary diseases, where the low-income group showed the highest risk. Daytime heatwaves showed higher risks than nighttime heatwaves, which had weaker but disease-specific associations. This study showed the health risks of CHWs that disproportionately affect genitourinary conditions and low-income populations, emphasizing the need for climate adaptation planning that prioritize vulnerable groups and heat-sensitive diseases.

Identifiers

PMID42852372
PMCPMC13648162

What OpenQuestion holds

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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.