Evidence map›Paper›PMID 41993124›Full record

ArticleFrontiers in sports and active living2026

Positional differences in peak- and accumulated-training load relative to match load in highly-trained female football players.

Ivan Baptista, Pedro Figueiredo, Dag Johansen, Svein Arne Pettersen

Abstract read
In one paragraph

Article in Frontiers in sports and active living, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

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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

4 authors.

Ivan BaptistaDepartment of Computer Science, Faculty of Science and Technology, UiT The Arctic University of Norway, Tromsø, Norway.
Pedro FigueiredoPhysical Education Department, College of Education, United Arab Emirates University, Al Ain, United Arab Emirates.
Dag JohansenDepartment of Computer Science, Faculty of Science and Technology, UiT The Arctic University of Norway, Tromsø, Norway.
Svein Arne PettersenSchool of Sport Sciences, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The evaluation of the physical load of the training process is paramount not only as an attempt to decrease injury rates or to verify the effectiveness of interventions but mostly to find the best way to stimulate the players and optimise their physical capacity. Literature has focused mainly on professional meńs football and future research on female football is mandatory. Thus, this study aimed to compare a) the peak periods in training sessions and matches and b) the accumulated-training load of microcycles and official matches by playing position in female football players. Methods: A total of 80 female football players competing in the Norwegian top-division were involved in this study in which match load (ML) and training load (TL) from a total of 103 official matches and 120 training sessions were collected. Physical parameters analysed included total distance (TD), acceleration distance (Acc Results: While TD covered during the microcycle was higher than in the match for every playing position, no significant differences were observed for HSRD and SpD. While TD Discussion: The present study corroborates the evidence reported in men's football, where the lower training/match ratios of HSRD and SpD when compared with TD and accdist reveal that the common build-up of training weeks might not give the contextual opportunities for the appearance and/or accumulation of high-speed actions.

Indexed as

external loadhigh-speed distancemicrocycleplaying positionwomen's football

Identifiers

PMID41993124
PMCPMC13079597

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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.