Evidence map›Paper›PMID 42591934›Full record

ArticleSports medicine international open2026

Beyond the

Roberto C M Leite, Rhaí A Arriel, Rodney Paixão, Leandro Sant'Ana, Moacir Marocolo

Abstract read
In one paragraph

Article in Sports medicine international open, 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

5 authors.

Roberto C M LeiteIntegrated Laboratory of Physiology and Performance (LABIFID)Department of Biophysics and PhysiologyFederal University of Juiz de ForaJuiz de ForaMinas GeraisBrazil.
Rhaí A ArrielIntegrated Laboratory of Physiology and Performance (LABIFID)Department of Biophysics and PhysiologyFederal University of Juiz de ForaJuiz de ForaMinas GeraisBrazil.
Rodney PaixãoIntegrated Laboratory of Physiology and Performance (LABIFID)Department of Biophysics and PhysiologyFederal University of Juiz de ForaJuiz de ForaMinas GeraisBrazil.
Leandro Sant'AnaIntegrated Laboratory of Physiology and Performance (LABIFID)Department of Biophysics and PhysiologyFederal University of Juiz de ForaJuiz de ForaMinas GeraisBrazil.
Moacir MarocoloIntegrated Laboratory of Physiology and Performance (LABIFID)Department of Biophysics and PhysiologyFederal University of Juiz de ForaJuiz de ForaMinas GeraisBrazil.ORCID 0000-0002-7715-2534

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Statistical inference underpins the credibility of sports science research, yet concerns remain regarding the rigor of statistical reporting and analysis. This study assessed the adequacy of statistical practices in sports science research according to established methodological guidelines. A total of 167 original studies published in 2020 across 15 sports science journals indexed in the Journal Citation Reports (Q1-Q3) were systematically reviewed. Up to 50 studies per journal were randomly selected, and data regarding study characteristics and statistical methods were extracted. Statistical adequacy was classified according to predefined criteria involving reporting omissions and/or statistical misapplications. Overall, 87.4% of studies presented at least one inadequacy. The most frequent reporting omissions involved failure to report assumptions such as normality, homogeneity of variances, and sphericity when required. Common statistical misapplications included the use of inappropriate dependent variables and incorrect treatment of independent observations as dependent measures. Deficiencies were identified across all journal quartiles, with no association between adequacy and journal ranking (

Indexed as

assumption testingmethodological rigorparametric testsresearch methodologyscientific rigorstatistical analysis

Identifiers

PMID42591934
PMCPMC13463360

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.