Evidence map›Paper›PMID 38040382›Full record

ArticleThe Science of the total environment2024

Ambient heat and diabetes hospitalizations: Does the timing of heat exposure matter?

Donghong Gao, Samantha Friedman, Akiko S Hosler, Scott Sheridan, Wangjian Zhang, Fangqun Yu, Shao Lin

Open access · greenAbstract read
In one paragraph

Article in The Science of the total environment, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.4field-weighted citation impact, top 20% of its field
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

4 citing papers in PubMed, 9 citations in OpenAlex.

  1. Article
  2. Article
  3. Lethal Heat and Humidity Events.Annual review of environment and resources · 2025
    Article
  4. [Crisis resilience in medical practices and clinics].Dermatologie (Heidelberg, Germany) · 2024
    Review
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

7 authors at 3 institutions in 2 countries.

Donghong GaoDepartment of Epidemiology and Biostatistics, University at Albany, Rensselaer, NY, USA.
Samantha FriedmanDepartment of Sociology, University at Albany, Albany, NY, USA.
Akiko S HoslerDepartment of Epidemiology and Biostatistics, University at Albany, Rensselaer, NY, USA.
Scott SheridanDepartment of Geography, Kent State University, Kent, OH, USA.
Wangjian ZhangDepartment of Medical Statistics, Sun Yat-sen University, Guangzhou, Guangdong, China.
Fangqun YuAtmospheric Sciences Research Center, University at Albany, Albany, NY, USA.
Shao LinDepartment of Epidemiology and Biostatistics, University at Albany, Rensselaer, NY, USA; Department of Environmental Health Sciences, University at Albany, Rensselaer, NY, USA. Electronic address: slin@albany.edu.
University at Albany, State University of New York · USKent State University · USSun Yat-sen University · CN

Funding

Weather extremes, natural disasters, and health outcomes among vulnerable older adults: New improvements on exposure assessment, disparity identification, and risk communication strategiesR01AG070949 · NIA · STATE UNIVERSITY OF NEW YORK AT ALBANY · PI LIN, SHAO · 2022 to 2025
$1.6M
Assess and Model the Health Effects, Population, and Infrastructural Vulnerabilities of Power OutageR15ES028000 · NIEHS · STATE UNIVERSITY OF NEW YORK AT ALBANY · PI LIN, SHAO · 2018 to 2018
$444k
NCEH CDC HHS U01 EH000396NIA NIH HHS R01 AG070949NIEHS NIH HHS R15 ES028000
6 · The paper itself

Abstract

backgroundAlthough ambient heat exposure is linked with diabetes mortality, the impacts of heat exposure on diabetes-related hospitalizations remain controversial. Previous research did not examine the timing of heat-diabetes associations and relation with comorbidities/risk factors.

objectiveWe examined the association between heat exposure and diabetes-related hospitalizations in the transitional and summer months and identified populations vulnerable to heat.

methodsWe conducted a time-stratified case-crossover study. Data on diabetes hospital admissions (primary diagnosis of type 1 and type 2 diabetes, 2013-2020) were collected by the New York State (NYS) Department of Health under the state legislative mandate. We treated temperature and air pollutants as continuous variables and defined the heat exposure as per interquartile range (IQR, a measure between the 25th and 75th percentiles) increase of daily mean temperature. Conditional logistic regressions were performed to quantify the heat-diabetes associations after controlling for air pollutants and time variant variables. Multiplicative-scale interactions between heat and demographics/comorbidities/risk factors on diabetes hospitalizations were investigated.

resultsEach IQR increase in temperature was associated with significantly increased risks for diabetes admissions that occurred immediately and lasted for an entire week during multi-day lags in the transitional month of May (ranges of excess risk: 3.1 %-4.8 %) but not in the summer (June-August) (ranges of excess risk: -0.3 %-1.3 %). The significant increases in the excess risk of diabetes were also found among diabetes patients with complications of neuronopathy (excess risk: 27.7 %) and hypoglycemia (excess risk: 19.1 %). Furthermore, the modification effects on the heat-diabetes association were significantly stronger in females, Medicaid enrollees, non-compliant patients, and individuals with comorbidities of atherosclerotic heart disease and old myocardial infarction.

conclusionsAmbient heat exposure significantly increased the burden of hospital admissions for diabetes in transitional rather than summer months indicating the importance of exposure timing. Vulnerability to heat varied by demographics and heart comorbidity.

Indexed as

Air PollutantsAir PollutionDiabetes Mellitus, Type 2Cross-Over StudiesFemaleHospitalizationHot TemperatureHumansMaleParticulate MatterAir PollutantsParticulate MatterDiabetes comorbiditiesDiabetes complicationsEmergency department visitsHeat exposureHospital admissionsTransitional months

Identifiers

PMID38040382
PMCPMC12303727
OpenAlexW4389238196

What OpenQuestion holds

Textmetadata
LicenceTDM
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.