Evidence map›Paper›PMID 42683104›Full record

ReviewFrontiers in public health2026

Heat-health warning systems for outdoor workers: recent advances, implementation gaps, and future priorities.

Junjie Wei

Abstract readReview
In one paragraph

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.

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

1 author.

Junjie WeiSchool of Intelligent Engineering, Shandong Management University, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

Heat Stress DisordersHot TemperatureOccupational DiseasesOccupational ExposureOccupational HealthForecastingHumansWorking Conditionsheat action plansheat-health warning systemsimplementation fidelityoccupational heat stressoutdoor workerswet-bulb globe temperature

Identifiers

PMID42683104
PMCPMC13532046

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.