Evidence map›Paper›PMID 39329101›Full record

ReviewGeoHealth2024

Methodological Approaches for Measuring the Association Between Heat Exposure and Health Outcomes: A Comprehensive Global Scoping Review.

Peter M Graffy, Ashwin Sunderraj, Maxime A Visa, Corinne H Miller, Benjamin W Barrett, Sheetal Rao, Sara F Camilleri, Ryan D Harp, Chuxuan Li, Anne Brenneman and 4 more

Abstract readReview
In one paragraph

Review in GeoHealth, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
–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

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Building the model: a review of input structures in extreme temperature-health.Environmental health : a global access science source · 2026
    Pooled it
  2. Article
  3. Review
  4. Article
  5. Review
  6. Too Hot to Ignore: The Escalating Health Impact of Heatwaves in Brazil.International journal of environmental research and public health · 2025
    Article
  7. 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

14 authors.

Peter M GraffyDepartment of Preventive Medicine Northwestern University Chicago IL USA.ORCID https://orcid.org/0000-0002-2156-7175
Ashwin SunderrajDepartment of Preventive Medicine Northwestern University Chicago IL USA.ORCID https://orcid.org/0000-0002-0465-3661
Maxime A VisaDepartment of Earth & Planetary Sciences Northwestern University Evanston IL USA.ORCID https://orcid.org/0000-0001-6437-8043
Corinne H MillerGalter Health Sciences Library, Feinberg School of Medicine Northwestern University Chicago IL USA.ORCID https://orcid.org/0000-0002-9262-152X
Benjamin W BarrettDepartment of Preventive Medicine Northwestern University Chicago IL USA.ORCID https://orcid.org/0000-0002-3292-7017
Sheetal RaoDepartment of Academic Internal Medicine University of Illinois College of Medicine at Chicago Chicago IL USA.ORCID https://orcid.org/0000-0003-2763-7741
Sara F CamilleriDepartment of Earth & Planetary Sciences Northwestern University Evanston IL USA.ORCID https://orcid.org/0000-0002-4299-8644
Ryan D HarpDepartment of Earth & Planetary Sciences Northwestern University Evanston IL USA.ORCID https://orcid.org/0000-0002-2872-8541
Chuxuan LiDepartment of Earth & Planetary Sciences Northwestern University Evanston IL USA.ORCID https://orcid.org/0000-0001-7759-0377
Anne BrennemanDepartment of Emergency Medicine Northwestern University Chicago IL USA.
Jennifer ChanDepartment of Emergency Medicine Northwestern University Chicago IL USA.ORCID https://orcid.org/0000-0001-7184-6335
Abel KhoDepartment of Preventive Medicine Northwestern University Chicago IL USA.ORCID https://orcid.org/0000-0003-1993-5634
Norrina AllenDepartment of Preventive Medicine Northwestern University Chicago IL USA.ORCID https://orcid.org/0000-0002-6993-4384
Daniel E HortonDepartment of Earth & Planetary Sciences Northwestern University Evanston IL USA.ORCID https://orcid.org/0000-0002-2065-4517

Funding

Research Design, Data, and Analytics CoreP30DK092949 · NIDDK · UNIVERSITY OF CHICAGO · PI Ronald T. Ackermann, MARSHALL H CHIN · 2011 to 2026
$10.0M
NIDDK NIH HHS P30 DK092949
6 · The paper itself

Abstract

objectiveTo synthesize the methodologies of studies that evaluate the impacts of heat exposure on morbidity and mortality.

methodsEmbase, MEDLINE, Web of Science, and Scopus were searched from date of inception until 1 March 2023 for English language literature on heat exposure and health outcomes. Records were collated, deduplicated and screened, and full texts were reviewed for inclusion and data abstraction. Eligibility for inclusion was determined as any article with climate-related heat exposure and an associated morbidity/mortality outcome.

resultsOf 13,136 records initially identified, 237 articles were selected for analysis. The scope of research represented 43 countries, with most studies conducted in China (62), the USA (44), and Australia (16). Across all studies, there were 141 unique climate data sources, no standard threshold for extreme heat, and 200 unique health outcome data sources. The distributed lag non-linear model (DLNM) was the most common analytic method (48.1% of studies) and had high usage rates in China (68.9%) and the USA (31.8%); Australia frequently used conditional logistic regression (50%). Conditional logistic regression was most prevalent in case-control studies (5 of 8 studies, 62.5%) and in case-crossover studies (29 of 70, 41.4%). DLNMs were most common in time series studies (64 of 111, 57.7%) and ecological studies (13 of 20, 65.0%).

conclusionsThis review underscores the heterogeneity of methods in heat impact studies across diverse settings and provides a resource for future researchers. Underrepresentation of certain countries, health outcomes, and limited data access were identified as potential barriers.

Indexed as

climate changeextreme heatmethodologystatistical models

Identifiers

PMID39329101
PMCPMC11424981

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.