Evidence map›Paper›PMID 42732252›Full record

ArticleGeoHealth2026

Who Can Avoid the Heat? Inter-Individual Differences in 24-hr Heat Exposure Reveal Disparities in Heat Adaptation and Stress.

G Guzman-Echavarria, A Middel, N Ravanelli, J B Rosales Chavez, A R Caldwell, C Metzler, K Rentz, M Munoz, M Guardaro, J K Vanos

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

10 authors.

G Guzman-EchavarriaSchool of Geographical Sciences and Urban Planning Arizona State University Tempe AZ USA.ORCID https://orcid.org/0000-0002-4953-8587
A MiddelSchool of Geographical Sciences and Urban Planning Arizona State University Tempe AZ USA.ORCID https://orcid.org/0000-0002-1565-095X
N RavanelliHeat and Health Research Centre, Faculty of Medicine and Health University of Sydney Sydney Australia.ORCID https://orcid.org/0000-0002-4894-9552
J B Rosales ChavezSchool of Geographical Sciences and Urban Planning Arizona State University Tempe AZ USA.
A R CaldwellDepartment of Biostatistics Fay W. Boozman College of Public Health University of Arkansas for Medical Sciences Northwest Springdale AR USA.
C MetzlerSchool of Geographical Sciences and Urban Planning Arizona State University Tempe AZ USA.
K RentzSchool of Geographical Sciences and Urban Planning Arizona State University Tempe AZ USA.ORCID https://orcid.org/0009-0009-7607-3672
M MunozSchool of Sustainability Arizona State University Tempe AZ USA.
M GuardaroSchool of Sustainability Arizona State University Tempe AZ USA.
J K VanosSchool of Sustainability Arizona State University Tempe AZ USA.ORCID https://orcid.org/0000-0003-1854-9096

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Differences in adaptive capacity and sensitivity shape behavioral and physiological responses to overheated environments, which are associated with unequal personal heat exposure (PHE). Although growing evidence documents heterogeneity in PHE across regions and populations, studies rarely examine how adaptive factors influence sub-daily exposure patterns and resulting heat stress relative to regional heat. This study assesses intra- and inter-individual variation in 24-hr PHE and heat loads using regional weather as a non-behavioral baseline. We studied 34 adults aged 45-74 from diverse socioeconomic, occupational, and housing backgrounds in the Phoenix Metropolitan Area. Using the HeatSuite™ system and Kestrel Drop D2 sensors, we monitored 10-min indoor and on-body ambient conditions over 21-day periods during summer 2024, reconstructing PHE based on participants' locations. We used Generalized Additive Models to explain inter-individual differences and Linear Mixed Models to examine associations with vulnerability features. Heat stress was assessed using a physiology-based human heat balance model. Results reveal significant inter-individual differences in individually experienced temperatures (IET) and humidities (IEH), with three sub-daily patterns emerging: highest overall exposures, strong diurnal amplitude, and day-long stable exposures. Median IET and IEH were 25.9°C and 1.4 kPa, with maxima reaching 47.5°C and 5.1 kPa. On average, participants experienced temperatures 10.4°C below regional conditions, with low evaporative cooling requirements to attain heat balance for sedentary activities. However, participants with income <$40k/year experienced higher peak daily temperatures. These findings demonstrate how high-resolution personal monitoring reveals when and why heat interventions may be most effective, informing policy with locally-grounded evidence.

Indexed as

extreme heatheat adaptationheat stresshuman heat balancepersonal heat exposurevulnerability

Identifiers

PMID42732252
PMCPMC13570422

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.