Evidence map›Paper›PMID 41419545›Full record

ArticleScientific reports2025

Perception of effort decreases with motor sequence learning.

Bahram Ghafari Goushe, Thomas Mangin, Benjamin Pageaux, Jason L Neva

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

2 citing papers in PubMed.

  1. Attentional modulation of sensory gating during a visuomotor task.The journal of physiological sciences : JPS · 2026
    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

4 authors.

Bahram Ghafari GousheÉcole de kinésiologie et des sciences de l'activité physique (EKSAP), Faculté de médecine, Université de Montréal, Montréal, Canada.
Thomas ManginÉcole de kinésiologie et des sciences de l'activité physique (EKSAP), Faculté de médecine, Université de Montréal, Montréal, Canada.
Benjamin Pageaux *École de kinésiologie et des sciences de l'activité physique (EKSAP), Faculté de médecine, Université de Montréal, Montréal, Canada. benjamin.pageaux@umontreal.ca.
Jason L Neva *École de kinésiologie et des sciences de l'activité physique (EKSAP), Faculté de médecine, Université de Montréal, Montréal, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Motor learning is proposed to be associated with a minimization or optimization of physical and cognitive resources. Effort involves the voluntary investment of resources for task performance. While these two constructs are intrinsically linked, their relationship has never been empirically examined. This study aimed to investigate how the perception of effort evolves throughout the motor learning process. Thirty young adults volunteered in this study. Each participant had four visits to perform 10 blocks of a continuous tracking task on each visit. The sequences within these blocks were either random (control condition) or repeated (experimental condition). Following each block, participants rated the intensity of the effort invested to perform the task. Sequence-specific motor learning was observed, with the repeated outperforming the random sequence condition at the retention test. Perception of effort decreased only with sequence-specific motor learning, with a repeated measures correlation showing an association between these two variables. Our findings suggest that motor sequence learning reduces perception of effort. Thus, as sequence-specific task proficiency increases, individuals find the task less effortful. This link between learning a motor task and effort perception presents valuable opportunities for future research to investigate the behavioral and neural mechanisms underlying motor learning and effort.

Indexed as

LearningMotor SkillsPerceptionPsychomotor PerformanceAdultFemaleHumansMaleTask Performance and AnalysisYoung AdultChunkingCognitive resources optimizationContinuous tracking taskMotor behaviorPerformanceSkill acquisition

Identifiers

PMID41419545
PMCPMC12727923

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.