The association between monthly ambient temperatures and ischemic heart disease mortality in the United States: A nationwide ecological analysis, 1999–2020

Ischemic heart disease (IHD) is the leading cause of death in the United States, but the long-term impact of ambient temperature on IHD mortality remains poorly characterized. Existing research has largely examined short-term temperature extremes. This study is among the first to quantify the association between monthly ambient temperature and IHD mortality across the United States over a 22-year period. In this nationwide ecological study, we examined monthly state-level associations between ambient temperature and IHD mortality from 1999–2020. Mortality data were obtained from CDC WONDER and temperature data from the National Centers for Environmental Information. A negative binomial regression with a distributed lag non-linear model estimated the temperature–mortality relationship, adjusting for state, year, and month fixed effects. Subgroup analyses were conducted by age, sex, race, and climate. A strong inverse association between ambient temperature and IHD mortality was observed (Wald p < 0.001). Colder temperatures were associated with higher mortality risk, whereas warmer temperatures were associated with lower mortality risk at the monthly level. The risk was greatest at the coldest observed temperature (–12.8 °F, RR 1.10, 95% CI: 1.05–1.16) and lowest at the warmest temperature (89.2 °F, RR 0.90, 95% CI: 0.86–0.94), reflecting a 20% difference in relative risk across the observed temperature range. Lag effects were strongest in the month of exposure and attenuated thereafter. The model demonstrated a 93.6% reduction in deviance between null and fully adjusted models. Associations were generally consistent across demographic and climate subgroups, though some estimates were imprecise, likely reflecting smaller event counts. This nationwide ecological analysis identifies a significant inverse association between monthly ambient temperatures and IHD mortality in the U.S. at the population level. These findings highlight ambient temperature as an environmental factor associated with IHD mortality and underscore the need for public health interventions to mitigate cardiovascular mortality during prolonged cold periods.

Authors

Institutions

Publication Details

Journal
PLOS Global Public Health
Published
2026-06-18
DOI
https://doi.org/10.1371/journal.pgph.0006641
Primary Topic
Climate Change and Health Impacts
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The association between monthly ambient temperatures and ischemic heart disease mortality in the United States: A nationwide ecological analysis, 1999–2020

Zubian Ahmed, Ubaid ur Rehman, Muhammad Owais, Hafiz M. Ahmed et al.
PLOS Global Public Health
Climate Change and Health Impacts
article

The association between monthly ambient temperatures and ischemic heart disease mortality in the United States: A nationwide ecological analysis, 1999–2020

Zubian Ahmed, Ubaid ur Rehman, Muhammad Owais, Hafiz M. Ahmed, Muhammad Moeez Mustafa, Ehsan Zaib
article en

Abstract

Ischemic heart disease (IHD) is the leading cause of death in the United States, but the long-term impact of ambient temperature on IHD mortality remains poorly characterized. Existing research has largely examined short-term temperature extremes. This study is among the first to quantify the association between monthly ambient temperature and IHD mortality across the United States over a 22-year period. In this nationwide ecological study, we examined monthly state-level associations between ambient temperature and IHD mortality from 1999–2020. Mortality data were obtained from CDC WONDER and temperature data from the National Centers for Environmental Information. A negative binomial regression with a distributed lag non-linear model estimated the temperature–mortality relationship, adjusting for state, year, and month fixed effects. Subgroup analyses were conducted by age, sex, race, and climate. A strong inverse association between ambient temperature and IHD mortality was observed (Wald p < 0.001). Colder temperatures were associated with higher mortality risk, whereas warmer temperatures were associated with lower mortality risk at the monthly level. The risk was greatest at the coldest observed temperature (–12.8 °F, RR 1.10, 95% CI: 1.05–1.16) and lowest at the warmest temperature (89.2 °F, RR 0.90, 95% CI: 0.86–0.94), reflecting a 20% difference in relative risk across the observed temperature range. Lag effects were strongest in the month of exposure and attenuated thereafter. The model demonstrated a 93.6% reduction in deviance between null and fully adjusted models. Associations were generally consistent across demographic and climate subgroups, though some estimates were imprecise, likely reflecting smaller event counts. This nationwide ecological analysis identifies a significant inverse association between monthly ambient temperatures and IHD mortality in the U.S. at the population level. These findings highlight ambient temperature as an environmental factor associated with IHD mortality and underscore the need for public health interventions to mitigate cardiovascular mortality during prolonged cold periods.

PLOS Global Public HealthVol. 6(6)
Punjab Medical College (PK)
Good health and well-being
Openalex Percentile: Top 7%
Climate Change and Health Impacts
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.