Evidence map›Paper›PMID 38763158›Full record

ReviewExperimental physiology2024

Myths and Methodologies: Standardisation in human physiology research-should we control the controllables?

Lucy H Merrell, Oliver J Perkin, Louise Bradshaw, Harrison D Collier-Bain, Adam J Collins, Sophie Davies, Rachel Eddy, James A Hickman, Anna P Nicholas, Daniel Rees and 10 more

Abstract readReview
In one paragraph

Review in Experimental physiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Trial
  2. Trial
  3. Article
  4. Article
  5. Evaluating sensor-based stress detection in paediatric dentistry: methodological considerations and future directions.European archives of paediatric dentistry : official journal of the European Academy of Paediatric Dentistry · 2025
    Article
  6. Article
  7. 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

20 authors.

Lucy H MerrellCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0001-7946-8201
Oliver J PerkinCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0001-8921-8708
Louise BradshawCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0002-4201-0819
Harrison D Collier-BainCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.
Adam J CollinsCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.
Sophie DaviesCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0002-6069-1056
Rachel EddyCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0001-5516-764X
James A HickmanCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0009-0008-1487-7635
Anna P NicholasCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0002-3183-496X
Daniel ReesCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.
Bruno SpellanzonCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.
Lewis J JamesNational Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.ORCID 0000-0001-6514-5823
Alannah K A McKayMary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, Australia.ORCID 0000-0002-4184-3886
Harry A SmithCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0003-1020-1837
James E TurnerSchool of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, UK.ORCID 0000-0003-2427-1430
Francoise KoumanovCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0002-9029-3390
Jennifer MaherCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0001-6603-536X
Dylan ThompsonCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0002-6312-1518
Javier T GonzalezCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0002-9939-0074
James A BettsCentre for Nutrition, Exercise and Metabolism, University of Bath, Bath, UK.ORCID 0000-0002-9129-5777

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The premise of research in human physiology is to explore a multifaceted system whilst identifying one or a few outcomes of interest. Therefore, the control of potentially confounding variables requires careful thought regarding the extent of control and complexity of standardisation. One common factor to control prior to testing is diet, as food and fluid provision may deviate from participants' habitual diets, yet a self-report and replication method can be flawed by under-reporting. Researchers may also need to consider standardisation of physical activity, whether it be through familiarisation trials, wash-out periods, or guidance on levels of physical activity to be achieved before trials. In terms of pharmacological agents, the ethical implications of standardisation require researchers to carefully consider how medications, caffeine consumption and oral contraceptive prescriptions may affect the study. For research in females, it should be considered whether standardisation between- or within-participants in regards to menstrual cycle phase is most relevant. The timing of measurements relative to various other daily events is relevant to all physiological research and so it can be important to standardise when measurements are made. This review summarises the areas of standardisation which we hope will be considered useful to anyone involved in human physiology research, including when and how one can apply standardisation to various contexts.

Indexed as

PhysiologyFemaleHumansMenstrual CycleResearch Designcontrolphysiologystandardisation

Identifiers

PMID38763158
PMCPMC11215472

What OpenQuestion holds

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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.