CHAMGAP
VERIFIEDPassed the Codex final verification and publication gate. Evidence-verification cutoff: 2026-08-18. AI was used for research and drafting; the existence of all 2 cited sources was verified at the original page, followed by blind grading, adversarial audit, and build validation. Methodology v1.0.
Verdict No. 2807 · Search date 2026-08-18 · Methodology v1.0

A phase-change-material cooling vest and an on-site cooling oasis combining hydration, cold towels, fans, and water dousing,
does it really help with Reduced physiological heat strain measured by core temperature and heart rate during sawmill work in Thailand?

30-Second Summary
C
Evidence Grade C · 54 · Safety caution
Core temperature and heart rate fell, but the evidence is a 12-person 3-day physiology study rather than heat-illness events
A 1.8 kg vest can affect comfort, movement, and changeover time, while an oasis requires planned breaks and hydration. Workplace heat control should combine cooling with water, rest, ventilation or shade, work adjustment, and emergency response.
What the
research shows
The grade is C. Twelve Thai sawmill workers crossed over across no cooling, a phase-change vest, and a cooling oasis over 3 days. Versus no cooling, core temperature was lower by 0.25°C (95% CI 0.24 to 0.25) with the oasis and 0.17°C (0.17 to 0.18) with the vest; heart rate was lower by 7 and 10 bpm. These were physiological markers, not heat-exhaustion or heatstroke events, in a 12-person 3-day pilot, giving C with 54 points.
What the
ads claim
Korean occupational-heat guidance treats water, shade or ventilation, rest, and personal cooling equipment such as cooling vests as real workplace controls. This pilot adds physiological evidence for those measures, but it does not guarantee that a particular vest prevents heat illness or replace water, rest, work adjustment, and emergency planning.
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Useful facts when choosing a product

  • The non-ice Kewlfit phase-change vest weighed 1.8 kg and was listed at about US$150.
  • The oasis combined hourly 5-minute breaks, a fan, 330 mL water, water spray, and a cold wet towel at about 2°C.
  • The paper reported university funding and no conflicts but did not report manufacturer provision of the vest.
ID

Chamgap Semantic Classification Code

Candidate index · review held

UNK.phase-change-material-cooling-vest-and-an-on-site-cooling-oasis-combining-hydration.UNK.physiological-heat-strain-measured-by-core-temperature-and-heart-rate-during-sawmill-work-in-thailand.reduce.UNK

Unknown > phase-change-material cooling vest and an on-site cooling oasis combining hydration > Unknown > physiological heat strain measured by core temperature and heart rate during sawmill work in Thailand > Reduction claim > Unknown

An automated migration candidate, not an issued permanent code; exact claim scope remains under review. This machine-generated migration candidate helps retrieval but is not a permanent assignment. The original verdict ID and URL remain authoritative.

Download semantic index (JSON) · Codebook v1

Gap Measurement · Verdict 2807 · C 54
What advertising claims
What independent, higher-quality research supports
△ GAP
01

What the research actually shows

At one sawmill in Trang, Thailand, in June 2023, 12 medically screened workers, including five women, experienced all three conditions in randomized counterbalanced order on 3 consecutive workdays. The article states, "In a crossover design on 3 consecutive workdays in June 2023, 12 ... workers were randomly ... counterbalanced across three conditions." The two key limitations are the sample below 200 and only 3 days of observation, leaving long-term adherence and clinical heat illness untested. Funding came from University of Queensland grants and start-up funds, and the authors declared no conflicts. The vest was identified as a Kewlfit product from TechNiche, costing about US$150, but the article did not state that the manufacturer supplied it.

02

Why this is classified as C (54)

A publicly funded randomized crossover trial consistently lowered physiological strain, but surrogate outcomes and a 12-person 3-day design give C with 54 points.

Counterpoint. One Thai sawmill of screened workers does not directly represent Korean construction, logistics, or agricultural workers, older adults, people with chronic illness, or more extreme heat.

Rejudgment record. Cross-check applied — Credits reduced physiological heat strain in a publicly funded crossover trial while accounting for surrogate outcomes and a 12-person 3-day design

Stored scoring profile
EndpointSSurrogate marker - laboratory or imaging measures
ReplicationR1Single confirmatory trial
IndependenceI2Decisive evidence is publicly or non-profit funded
Effect sizeE+Meets the clinically important threshold

Stored derived and displayed grades match; this is not a current recalculation or validity check (C).

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Sub-claim grades by effect

This ingredient is marketed for several effects. A single overall grade blends strong and weak claims together, so each effect is graded separately here. The overall grade reflects the strongest disconfirming or core claim.

Effect (sub-claim)GradeBasis
Reduced physiological heat strainCCore temperature and heart rate fell, but evidence is a 12-person 3-day trial.
Reduced heat exhaustion or heatstroke events?This trial did not measure clinical heat-illness events as its primary outcome.
Increased productivityDConfidence intervals for pallet productivity differences included no effect.
✓

Cross-check — AI research and Codex final gate

AI was used for research and drafting. Blind grading, adversarial audit, and the methodology boundary rules were then reapplied before Codex performed the final evidence, grade, copy, and build checks. If a grade cannot be narrowed, both evidence positions and their reasons are published.
03

Evidence Table

StudyDesignSampleFundingEndpointResultWeight
Bach AJE et al. 2024 Thai sawmill pilotSingle-workplace randomized three-condition crossover field trial12 workers crossing over across three conditions on 3 consecutive workdaysUniversity of Queensland Enabler Grant, Faculty of Medicine Research Seed Funding, and investigator start-up fund; no conflicts declared; no manufacturer provision reportedGastrointestinal telemetry core temperature and continuous heart rate during workVersus no cooling, oasis core temperature -0.25°C (95% CI -0.25 to -0.24) and heart rate -7 bpm (-9 to -6); vest -0.17°C (-0.18 to -0.17) and -10 bpm (-12 to -9)Very small, very short pilot showing reduced physiological heat strain
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Receipt — 2 References

All 2 cited sources were verified for existence at the original page (as of 2026-08-18).

Bach AJE, Thepaksorn P, Hom Thepaksorn EK, et al. Practical cooling interventions for preventing heat strain in indoor factory workers in Thailand. Am J Ind Med. 2024;67(6):556-561. PMID: 38698682. DOI: 10.1002/ajim.23589.
checked
Reference 2
checked
Research and draft: AI used · Cross-check: blind grading and adversarial audit
Final verification and publication gate: Codex · Evidence date: 2026-08-18 · Corrections: none
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Cite this verdict

Practical Cooling Interventions for Preventing Heat Strain in Indoor Factory Workers in Thailand - Benefit Evidence Grade C card
[Chamgap] Practical Cooling Interventions for Preventing Heat Strain in Indoor Factory Workers in Thailand - Benefit — Evidence Grade C·54. 2 cited sources checked. Source: https://chamgap.com/en/verdicts/general/cooling-vest-oasis-sawmill-worker-heat-strain/ · CC BY 4.0

CC BY 4.0 — free to use with attribution; do not distort grades, numbers, or verdict meaning.

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