Evidence map›Paper›PMID 28796630›Full record

ArticleEnvironmental health perspectives2017

Opportunities and Challenges for Personal Heat Exposure Research.

Evan R Kuras, Molly B Richardson, Miriam M Calkins, Kristie L Ebi, Jeremy J Hess, Kristina W Kintziger, Meredith A Jagger, Ariane Middel, Anna A Scott, June T Spector and 5 more

Registry-linked trialAbstract read
In one paragraph

Article in Environmental health perspectives, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06778252 (UrbanHEAT), which is not on this map. Cited by 54 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
54citing 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.

NCT06778252 withdrawnnot on this mapstarted 2025, after this paper: background citation

UrbanHEAT: Pilot of Prospective Observational Study of Health Behaviors, Outcomes, and Disparities in Individually Experienced Temperature Across an Urban Community

TypeobservationalSponsorNational Institutes of Health Clinical Center (CC)Ran2025 to 2025Enrolled0ConditionsTemperature
3 · Its place in the literature

Who cites it

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

  1. Pooled it
  2. Article
  3. Using wearable devices to measure personal heat exposure in a preconception cohort.Journal of exposure science & environmental epidemiology · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. [Environmental justice-challenges for spatial analysis and monitoring].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2025
    Article
  8. Article
  9. Article
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  11. Article
  12. Effects of Thermal Environment on Bone Microenvironment: A Narrative Review.International journal of molecular sciences · 2025
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Evan R KurasCenter for Policy Informatics, Arizona State University , Phoenix, Arizona, USA.
Molly B RichardsonDepartment of Population Health Sciences, Virginia Polytechnic Institute and State University , Blacksburg, Virginia, USA.
Miriam M CalkinsDepartment of Environmental and Occupational Health Sciences, University of Washington , Seattle, Washington, USA.
Kristie L EbiDepartment of Environmental and Occupational Health Sciences, University of Washington , Seattle, Washington, USA.
Jeremy J HessDepartment of Environmental and Occupational Health Sciences, University of Washington , Seattle, Washington, USA.
Kristina W KintzigerDepartment of Public Health, University of Tennessee , Knoxville, Tennessee, USA.
Meredith A JaggerPublic Health Division, Oregon Health Authority , Portland, Oregon, USA.
Ariane MiddelSchool of Geographical Sciences and Urban Planning, Arizona State University , Tempe, Arizona, USA.
Anna A ScottDepartment of Earth and Planetary Sciences, Johns Hopkins University , Baltimore, Maryland, USA.
June T SpectorDepartment of Environmental and Occupational Health Sciences, University of Washington , Seattle, Washington, USA.
Christopher K UejioDepartment of Geography, Florida State University , Tallahassee, Florida, USA.
Jennifer K VanosDepartment of Family Medicine and Public Health, University of California , San Diego, La Jolla, California, USA.
Benjamin F ZaitchikSchool of Geographical Sciences and Urban Planning, Arizona State University , Tempe, Arizona, USA.
Julia M GohlkeDepartment of Population Health Sciences, Virginia Polytechnic Institute and State University , Blacksburg, Virginia, USA.
David M HondulaCenter for Policy Informatics, Arizona State University , Phoenix, Arizona, USA.

Funding

Why is the prevalence of obesity so high in U.S. Southern States? Regional predictors of BMI and obesity treatment response.P30DK056336 · NIDDK · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI James O Hill · 2000 to 2026
$31.9M
UAB Pre-Doctoral Training Program in Obesity-Related ResearchT32HL105349 · NHLBI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI BARBARA A GOWER · 2010 to 2026
$5.7M
Environmental exposures across urban and rural communities in the Deep SouthR01ES023029 · NIEHS · VIRGINIA POLYTECHNIC INST AND ST UNIV · PI GOHLKE, JULIA M · 2015 to 2019
$1.7M
Assessing and Addressing Heat-health Vulnerability in Ahmedabad, IndiaR21TW009535 · FIC · UNIVERSITY OF WASHINGTON · PI HESS, JEREMY JOHNSON · 2014 to 2015
$347k
Heat Exposure, Injury Risk, and Productivity in Agricultural WorkersK01OH010672 · OH · UNIVERSITY OF WASHINGTON · PI SPECTOR, JUNE T. · 2014 to 2016
$324k
FIC NIH HHS R21 TW009535NHLBI NIH HHS T32 HL105349NIDDK NIH HHS P30DK0563360NIOSH CDC HHS K01 OH010672
6 · The paper itself

Abstract

backgroundEnvironmental heat exposure is a public health concern. The impacts of environmental heat on mortality and morbidity at the population scale are well documented, but little is known about specific exposures that individuals experience.

objectivesThe first objective of this work was to catalyze discussion of the role of personal heat exposure information in research and risk assessment. The second objective was to provide guidance regarding the operationalization of personal heat exposure research methods. DISCUSSION: We define personal heat exposure as realized contact between a person and an indoor or outdoor environment that poses a risk of increases in body core temperature and/or perceived discomfort. Personal heat exposure can be measured directly with wearable monitors or estimated indirectly through the combination of time-activity and meteorological data sets. Complementary information to understand individual-scale drivers of behavior, susceptibility, and health and comfort outcomes can be collected from additional monitors, surveys, interviews, ethnographic approaches, and additional social and health data sets. Personal exposure research can help reveal the extent of exposure misclassification that occurs when individual exposure to heat is estimated using ambient temperature measured at fixed sites and can provide insights for epidemiological risk assessment concerning extreme heat.

conclusionsPersonal heat exposure research provides more valid and precise insights into how often people encounter heat conditions and when, where, to whom, and why these encounters occur. Published literature on personal heat exposure is limited to date, but existing studies point to opportunities to inform public health practice regarding extreme heat, particularly where fine-scale precision is needed to reduce health consequences of heat exposure. https://doi.org/10.1289/EHP556.

Indexed as

Environmental ExposureEnvironmental MonitoringHot TemperatureRisk AssessmentHumansResearch

Identifiers

PMID28796630
PMCPMC5783663

What OpenQuestion holds

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Registered trials

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.