ArticleEnvironmental health perspectives2017
Opportunities and Challenges for Personal Heat Exposure Research.
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.
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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.
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.
UrbanHEAT: Pilot of Prospective Observational Study of Health Behaviors, Outcomes, and Disparities in Individually Experienced Temperature Across an Urban Community
Who cites it
54 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A Systematic Review of Heat Health Warning Systems: Enhancing the Framework Towards Effective Health Outcomes.Current environmental health reports · 2025Pooled it
- Who Can Avoid the Heat? Inter-Individual Differences in 24-hr Heat Exposure Reveal Disparities in Heat Adaptation and Stress.GeoHealth · 2026Article
- Using wearable devices to measure personal heat exposure in a preconception cohort.Journal of exposure science & environmental epidemiology · 2026Article
- Ambient Temperature and Risk of Renal Colic: A Systematic Review and Meta-analysis.Kidney medicine · 2026Article
- The development of an adaptive heat stress compensability classification applied to the United States.International journal of biometeorology · 2025Article
- Extreme Heat Exposure in the Construction Industry: A Scoping Review on Risk Factors and Heat-Related Health Consequences.International journal of environmental research and public health · 2025Article
- [Environmental justice-challenges for spatial analysis and monitoring].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2025Article
- Discrepancies Between Personal and Ambient Temperatures at Hourly Scale: Insights from Wearable Sensors and Environmental Modeling.Environmental science & technology letters · 2025Article
- Advancing extreme heat risk assessments to better capture individually-experienced temperatures: A new approach to describe individual and subgroup vulnerabilities.Environmental health perspectives · 2025Article
- The Imperative for Hazard- and Place-Specific Assessment of Heat Vulnerability.Environmental health perspectives · 2025Article
- Overexposed and Understudied: Environmental Risks Among Older Adults Experiencing Homelessness in Phoenix, Arizona.GeoHealth · 2025Article
- Effects of Thermal Environment on Bone Microenvironment: A Narrative Review.International journal of molecular sciences · 2025Review
- Impact of heat on emergency hospital admission in Texas: geographic and racial/ethnic disparities.Journal of exposure science & environmental epidemiology · 2024Review
- Modelling personal temperature exposure using household and outdoor temperature and questionnaire data: Implications for epidemiological studies.Environment international · 2024Article
- Assessment of heat stress contributing factors in the indoor environment among vulnerable populations in Klang Valley using principal component analysis (PCA).Scientific reports · 2024Article
- Aligning thermal physiology and biometeorological research for heat adaptation and resilience in a changing climate.Journal of applied physiology (Bethesda, Md. : 1985) · 2024Article
- Coping with extreme heat: current exposure and implications for the future.Evolution, medicine, and public health · 2024Review
- Concurrent Heat and Air Pollution Exposures among People Experiencing Homelessness.Environmental health perspectives · 2024Article
- Beyond Residence: A Mobility-based Approach for Improved Evaluation of Human Exposure to Environmental Hazards.Environmental science & technology · 2023Article
- Humidity's Role in Heat-Related Health Outcomes: A Heated Debate.Environmental health perspectives · 2023Article
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Authors and funding
15 authors.
Funding
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.
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