Evidence map›Paper›PMID 41925543›Full record

ReviewExperimental physiology2026

Myths and methodologies: Optimising experimental rigour in heat adaptation research: Menstrual status classification and scheduling approaches.

Jessica A Mee, Tessa R Flood

Abstract readReview
In one paragraph

Review in Experimental physiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

2 authors.

Jessica A MeeSchool of Sport and Exercise Science, University of Worcester, Worcester, UK.
Tessa R FloodDepartment of Psychological and Sport Sciences, School of Human and Social Sciences, University of West London, London, UK.

Funding

UKRI Future Leaders Fellowship MR/X036235/1
6 · The paper itself

Abstract

Women remain underrepresented in thermal physiology research, particularly within studies examining physiological adaptation to hot environments. Among the limited research that includes female participants, few studies have appropriately classified menstrual status of their participants or rigorously accounted for ovarian hormone influences. Both endogenous and exogenous ovarian hormones have been demonstrated to influence thermoregulatory responses. Failing to control for these factors can confound interpretation; observed adaptations may reflect hormonal variation rather than true physiological adaptation. This methodological review offers guidance on incorporating ovarian hormone considerations into mechanistic heat adaptation studies, emphasising the highest standards of research rigour. We recognise applied research and real-world implementation may necessitate greater methodological flexibility. Part 1 presents a three-tiered approach (bronze-to-gold tier) to accurately classify menstrual status in female participants, enabling scalable implementation from low-cost, low-burden methods to higher-resource, high-rigour approaches. Part 2 offers guidance for experimental scheduling, including the potential benefits of standardising testing within defined menstrual phases, to minimise the confounding effects of endogenous and exogenous ovarian hormones. Crucially, given biological variability, this section also highlights the importance of transparent, detailed and consistent documentation of the testing timing relative to participants menstrual cycle or hormonal contraceptive use, regardless of approach, to enhance interpretation and reproducibility. By highlighting key methodological considerations, this review aims to promote methodological consistency and enhance the rigour of studies including women in heat adaptation research. Implementing these recommendations will support more valid comparisons across studies, facilitate meta-analyses and ultimately contribute to the development of evidence-based heat adaptation guidance for women.

Indexed as

eumenorrhoeicfemale physiologyheat acclimationhormonal contraceptivenaturally menstruatingovulatory cyclesphase specific testingthermoregulation

Identifiers

PMID41925543
PMCPMC13394271

What OpenQuestion holds

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Registered trials

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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.