Evidence map›Paper›PMID 36988671›Full record

Trial reportEuropean journal of applied physiology2023

Mental fatigue impairs physical performance but not the neural drive to the muscle: a preliminary analysis.

Carlos Alix-Fages, Pablo Jiménez-Martínez, Daniela Souza de Oliveira, Sebastian Möck, Carlos Balsalobre-Fernández, Alessandro Del Vecchio

Abstract readRandomized Controlled Trial
PubMed Publisher
In one paragraph

Trial report in European journal of applied physiology, 2023. 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. Can Rhodiola rosea supplementation mitigate digital eye strain? A triple-blinded placebo-controlled study.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2025
    Trial
  2. Trial
  3. Trial
  4. The Effect of Ammonia Inhalants on Mental-Fatigue-Related Force Loss.Journal of functional morphology and kinesiology · 2025
    Article
  5. Article
  6. Article
  7. Article
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

6 authors.

Carlos Alix-FagesApplied Biomechanics and Sport Technology Research Group, Autonomous University of Madrid, C/ Fco Tomas Y Valiente 3, Cantoblanco, 28049, Madrid, Spain. carlosalixentrenamientos@gmail.com.ORCID http://orcid.org/0000-0001-5135-7913
Pablo Jiménez-MartínezICEN Institute, Madrid, Spain.
Daniela Souza de OliveiraDepartment Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Henkestraße 91, 91052, Erlangen, Germany.
Sebastian MöckDepartment of Exercise Science, Olympic Training and Testing Center of Hessen, Frankfurt Am Main, Germany.
Carlos Balsalobre-FernándezApplied Biomechanics and Sport Technology Research Group, Autonomous University of Madrid, C/ Fco Tomas Y Valiente 3, Cantoblanco, 28049, Madrid, Spain.
Alessandro Del VecchioDepartment Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Henkestraße 91, 91052, Erlangen, Germany. alessandro.del.vecchio@fau.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mental fatigue (MF) does not only affect cognitive but also physical performance. This study aimed to explore the effects of MF on muscle endurance, rate of perceived exertion (RPE), and motor units' activity. Ten healthy males participated in a randomised crossover study. The subjects attended two identical experimental sessions separated by 3 days with the only difference of a cognitive task (incongruent Stroop task [ST]) and a control condition (watching a documentary). Perceived MF and motivation were measured for each session at baseline and after each cognitive task. Four contractions at 20% of maximal voluntary contraction (MVIC) were performed at baseline, after each cognitive and after muscle endurance task while measuring motor units by high-density surface electromyography. Muscle endurance until failure at 50% of MVIC was measured after each cognitive task and the RPE was measured right after failure. ST significantly increased MF (p = 0.001) reduced the motivation (p = 0.008) for the subsequent physical task and also impaired physical performance (p = 0.044). However, estimates of common synaptic inputs and motor unit discharge rates as well as RPE were not affected by MF (p > 0.11). In conclusion, MF impairs muscle endurance and motivation for the physical task but not the neural drive to the muscle at any frequency bands. Although it is physiologically possible for mentally fatigued subjects to generate an optimal neuromuscular function, the altered motivation seems to limit physical performance. Preliminarily, our results suggest that the corticospinal pathways are not affected by MF.

Indexed as

Muscle, SkeletalPhysical EnduranceElectromyographyHumansMaleMental FatigueMuscle FatigueCognitive exertionHigh-density surface electromyographyMuscle enduranceResistance exerciseSport performance

Identifiers

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.