ReviewFrontiers in public health2026
Heat-health warning systems for outdoor workers: recent advances, implementation gaps, and future priorities.
Review in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Heat-health warning systems (HHWSs) are moving from population-level alerts toward occupationally relevant forecasts, task-adjusted thresholds, digital guidance, and warning-linked workplace controls. Outdoor workers nevertheless remain under-protected because regional forecasts may not represent job-level exposure and because alert receipt does not ensure that work is modified. This Mini Review critically synthesizes evidence across an occupational warning-to-action pathway: hazard forecasting, task-level risk translation, warning reach and comprehension, workplace action, and health, safety, and equity outcomes. A structured narrative search and source audit were conducted using literature available through July 2026. All cited sources were characterized by design, occupational directness, outcome proximity, implementation reporting, major bias concerns, transferability, and confidence for the specific claim supported. Recent progress includes WBGT forecasting, task and clothing adjustments, on-site verification, physiological prediction, internet of things (IoT)-enabled early warning, and warning-linked multifaceted interventions. Confidence is higher for the occupational heat burden and moderate for field action packages that reduce physiological strain or dehydration; evidence for policy-linked injury reductions is low-to-moderate because of residual confounding, and evidence that digital personalization reduces illness or injury remains low. Key controversies concern standardized vs. adjusted thresholds, advisory vs. mandatory controls, and digital personalization vs. validation, privacy, surveillance, and unequal access. The preventive value of occupational HHWSs therefore depends not only on forecast accuracy but also on decision authority, resources, enforcement, wage protection, worker trust, and the capacity to act.
Indexed as
Identifiers
What OpenQuestion holds
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.