Evidence map›Paper›PMID 40497106›Full record

ArticleFrontiers in psychology2025

Increasing ecological validity in mental fatigue research-A Footbonaut study.

Helena Weiler, Fabienne Ennigkeit, Jan Spielmann, Chris Englert

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. 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.

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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.

Helena WeilerDepartment of Sport Psychology, Institute of Sports Sciences, Goethe-University Frankfurt, Frankfurt, Germany.
Fabienne EnnigkeitDepartment of Sport Psychology, Institute of Sports Sciences, Goethe-University Frankfurt, Frankfurt, Germany.
Jan SpielmannTSG Research Lab gGmbH, Zuzenhausen, Germany.
Chris EnglertDepartment of Sport Psychology, Institute of Sports Sciences, Goethe-University Frankfurt, Frankfurt, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Past studies have mainly used Stroop tasks to induce mental fatigue in soccer. However, due to the non-sport-specificity of these tasks, their transferability to the real-life effects of mental fatigue in soccer have been questioned. The study's aim was to investigate the effects of two different versions (mentally less vs. mentally more demanding) of a soccer passing task in the so-called Footbonaut on cognitive and soccer-specific performance. Methods: A randomized, counterbalanced experimental within-subjects design was employed ( Results: Participants showed significantly worse soccer-specific performance in the experimental condition compared to the control condition. No corresponding effects were revealed in cognitive performance. Discussion: The findings suggest that cognitive-motor interference induced by 30-min Footbonaut technology-based training may induce mental fatigue in soccer players. Future studies should consider developing mentally less-demanding yet comparable control tasks.

Indexed as

cognitive performancemental effortmental fatiguesoccerteam sporttechnical performance

Identifiers

PMID40497106
PMCPMC12149105

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.