Evidence map›Paper›PMID 40271358›Full record

ArticleFrontiers in psychology2025

Effects of mental fatigue on perception of effort and performance in national level swimmers.

Dalton de Lima-Junior, Giuseppe Caporaso, Matteo Cortesi, Leonardo de Sousa Fortes, Samuele Maria Marcora

Registry-linked trialAbstract 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. It is linked to trial NCT07644611 (Sleep, Mental Fatigue, and Performance), which is not on this map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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.

NCT07644611 not yet recruitingnot on this mapstarted 2026, after this paper: background citation

Sleep, Mental Fatigue, and Performance: Psychobiological Insights for Optimizing Learning in Physiotherapy and Psychology Students

TypeobservationalSponsorL.U.de.S. SaglRan2026 to 2027Enrolled30ConditionsMental Fatigue, Sleep and Circadian Problems
3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. 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

5 authors.

Dalton de Lima-JuniorDepartment for Life Quality Studies, University of Bologna, Bologna, Italy.
Giuseppe CaporasoLiceo Alessandro Volta, Como, Italy.
Matteo CortesiDepartment for Life Quality Studies, University of Bologna, Bologna, Italy.
Leonardo de Sousa FortesDepartment of Physical Education, Federal University of Paraiba, João Pessoa, Brazil.
Samuele Maria MarcoraDepartment for Life Quality Studies, University of Bologna, Bologna, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to investigate the effects of mental fatigue on the perceptual and physiological responses to swimming at the lactate threshold (LT) and on 400-m front-crawl performance. Methods: Ten national-level swimmers were tested three separate times. In the first session, swimmers performed a 7x200-m incremental test for LT assessment. In sessions two and three, participants performed the AX-Continuous Performance Task for 90-min (mental fatigue condition) or rested for 90-min (control condition) in a randomized and counterbalanced order. After the experimental manipulation, the participants performed a 12x100-m constant-speed test at LT followed by a 400-m front-crawl performance test. Fatigue was measured using the Brunel Mood Scale before and after the experimental manipulation. Heart rate (HR), blood lactate concentration (La) and rating of perceived exertion (RPE) were measured during the swimming tests. Generalized Mixed Models were used to test main effects and interactions, and Holm-Bonferroni post-hoc correction was applied when necessary ( Results: Fatigue increased only for the mental fatigue condition ( Conclusion: These findings show that mental fatigue increases the perception of effort during swimming at LT despite no significant physiological alterations and reduces 400-m front-crawl performance in national level swimmers.

Indexed as

cognitive effortperformancerating of perceived exertionself-regulationswimming

Identifiers

PMID40271358
PMCPMC12014620

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.