ArticleInternational journal of biometeorology2022
Heat stress morbidity among US military personnel: Daily exposure and lagged response (1998-2019).
Article in International journal of biometeorology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 10 papers, 3 of them syntheses that pooled it.
What it found
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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.
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Who cites it
10 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Understanding the Neurologic and Cognitive and Behavioral Effects Associated With Exposures to Jet Fuels: A Fit-for-Purpose Systematic Literature Review.Journal of occupational and environmental medicine · 2026Pooled it
- The Respiratory Effects of Jet Fuel Exposure: A Fit-for-Purpose Systematic Literature Review and Evidence Synthesis.Journal of occupational and environmental medicine · 2026Pooled it
- Understanding the Endocrine and Reproductive Health Effects Associated With Exposures to Jet Fuels: A Fit-for-Purpose Systematic Literature Review.Journal of occupational and environmental medicine · 2026Pooled it
- Association of Wet-Bulb Globe Temperature with heat-related illness hospitalizations in Japan: a time-stratified, case-crossover study.International journal of emergency medicine · 2026Article
- Long-term exposure to extreme heat and cold and cognitive decline in older adults: Results from the Reasons for Geographic and Racial Differences in Stroke (REGARDS) cohort.Environmental research · 2025Article
- Effects of 24-h sleep deprivation on whole-body heat exchange in young men during exercise in the heat.European journal of applied physiology · 2025Article
- Evaluating Heat Risk: Comparing On-Site WBGT Measurements Versus Smartphone Application Estimates.GeoHealth · 2025Article
- Genetic patterning in hippocampus of rat undergoing impaired spatial memory induced by long-term heat stress.Heliyon · 2024Article
- Working under the 2021 Heat Dome: A Content Analysis of Occupational Impacts Mentioned in the Canadian Media.Healthcare (Basel, Switzerland) · 2023Article
- Heat stress illness outcomes and annual indices of outdoor heat at U.S. Army installations.PloS one · 2022Article
Corrections and comments
- Erratum issued
Authors and funding
2 authors.
Funding
Abstract
Heat stress illnesses represent a rising public health threat; however, associations between environmental heat and observed adverse health outcomes across populations and geographies remain insufficiently elucidated to evaluate risk and develop prevention strategies. In particular, military-relevant large-scale studies of daily heat stress morbidity responses among physically active, working-age adults to various indices of heat have been limited. We evaluated daily means, maximums, minimums, and early morning measures of temperature, heat index, and wet bulb globe temperature (WBGT) indices, assessing their association with 31,642 case-definition heat stroke and heat exhaustion encounters among active duty servicemembers diagnosed at 24 continental US installations from 1998 to 2019. We utilized anonymized encounter data consisting of hospitalizations, ambulatory (out-patient) visits, and reportable events to define heat stress illness cases and select the 24 installations with the highest case counts. We derived daily indices of heat from hourly-scale gridded climate data and applied a case-crossover study design incorporating distributed-lag, nonlinear models with 5 days of lag to estimate odds ratios at one-degree increments for each index of heat. All indices exhibited nonlinear odds ratios with short-term lag effects throughout observed temperature ranges. Responses were positive, monotonic, and exponential in nature, except for maximum daily WBGT, minimum daily temperature, temperature at 0600 h (local), and WBGT at 0600 h (local), which, while generally increasing, showed decreasing risk for the highest heat category days. The risk for a heat stress illness on a day with a maximum WBGT of 32.2 °C (90.0 °F) was 1.93 (95% CI, 1.82 - 2.05) times greater than on a day with a maximum WBGT of 28.6 °C (83.4 °F). The risk was 2.53 (2.36-2.71) times greater on days with a maximum heat index of 40.6 °C (105 °F) compared to 32.8 °C (91.0 °F). Our findings suggest that prevention efforts may benefit from including prior-day heat levels in risk assessments, from monitoring temperature and heat index in addition to WBGT, and by promoting control measures and awareness across all heat categories.
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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.