Evidence map›Paper›PMID 42188573›Full record

ArticleSports (Basel, Switzerland)2026

Perceptual-Cognitive Abilities and Reaction Performance in Female Volleyball Players: Implications for Training and Player Development.

Afroditi Lola, Eleni Bassa, Georgia Stavropoulou, George Giatsis, Konstantinos Chatzinikolaou

Abstract read
In one paragraph

Article in Sports (Basel, Switzerland), 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

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

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

5 authors.

Afroditi LolaLaboratory of Motor Behavior and Adapted Physical Activity, School of Physical Education and Sport Sciences, Aristotle University of Thessaloniki, 57001 Thessaloniki, Greece.ORCID 0000-0002-1489-0628
Eleni BassaSchool of Physical Education and Sport Sciences, Aristotle University of Thessaloniki, 62500 Serres, Greece.ORCID 0000-0003-2480-1390
Georgia StavropoulouSchool of Physical Education and Sport Sciences, Aristotle University of Thessaloniki, 57001 Thessaloniki, Greece.ORCID 0000-0002-8338-1878
George GiatsisLaboratory of Motor Behavior and Adapted Physical Activity, School of Physical Education and Sport Sciences, Aristotle University of Thessaloniki, 57001 Thessaloniki, Greece.ORCID 0000-0003-0029-6684
Konstantinos ChatzinikolaouLaboratory of Motor Behavior and Adapted Physical Activity, School of Physical Education and Sport Sciences, Aristotle University of Thessaloniki, 57001 Thessaloniki, Greece.ORCID 0000-0003-0312-3471

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Perceptual-cognitive abilities are essential components of performance in volleyball, where players must quickly interpret visual information and respond effectively to rapidly changing game situations. The present study aimed to examine perceptual-cognitive abilities and reaction performance in competitive female volleyball players and to explore how these abilities may contribute to athlete development and training design. Thirty-nine young female volleyball athletes participated in the study and underwent an evaluation of perceptual-cognitive abilities considered critical for volleyball performance. These abilities were assessed through specially designed computer-based tasks delivered via dedicated experimental software, enabling the measurement of reaction time and response accuracy during perceptual-motor processing. Group comparisons did not reveal significant differences between playing positions or competitive levels in the measured perceptual-cognitive abilities. Multivariate and clustering analyses suggested the presence of potential performance patterns characterized by different combinations of reaction speed, response accuracy, and perceptual-cognitive processing. However, these patterns should be interpreted with caution, as the clustering solution showed limited separation (silhouette score = 0.02), indicating an exploratory and non-definitive structure. Overall, the findings highlight the multidimensional nature of perceptual-cognitive performance in volleyball and suggest that athletes may rely on different perceptual-motor strategies when responding to game-related stimuli. From an applied perspective, integrating perceptual-cognitive challenges into training environments may support athlete development and improve decision-making efficiency in dynamic game situations.

Indexed as

athlete developmentdecision makingperceptual–cognitive abilitiesreaction timesport performancevolleyball

Identifiers

PMID42188573
PMCPMC13210757

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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.