The individual training history shapes soccer players’ ability to predict teammates’ and opponents’ moves

Abstract In sports, players constantly engage in understanding others’ actions and intentions. Previous studies have highlighted that possessing the observed action in the individual motor repertoire improves the prediction abilities of the observer. Here, we tested the extent to which players’ abil...

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Main Authors: Simone Paolini, Paolo Presti, Emilia Scalona, Gabriele Boccolini, Giacomo Rizzolatti, Maddalena Fabbri-Destro, Pietro Avanzini
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-85130-y
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author Simone Paolini
Paolo Presti
Emilia Scalona
Gabriele Boccolini
Giacomo Rizzolatti
Maddalena Fabbri-Destro
Pietro Avanzini
author_facet Simone Paolini
Paolo Presti
Emilia Scalona
Gabriele Boccolini
Giacomo Rizzolatti
Maddalena Fabbri-Destro
Pietro Avanzini
author_sort Simone Paolini
collection DOAJ
description Abstract In sports, players constantly engage in understanding others’ actions and intentions. Previous studies have highlighted that possessing the observed action in the individual motor repertoire improves the prediction abilities of the observer. Here, we tested the extent to which players’ ability to predict soccer actions is influenced by their motor repertoire, which is modulated not only by their generic expertise but also by the specific position played on the field. To these aims, two experiments were conducted by asking players to predict the result of typical soccer actions and comparing accuracies with data concerning their soccer career. Results revealed that both general expertise and position-specific experience significantly impacted prediction performance, with the highest accuracy observed when actions aligned with players’ positional expertise. These findings highlight that the motor resonance mechanism is finely attuned to the individual’s motor repertoire, which operates as a continuum – from no experience to advanced expertise in a specific position – enabling a dynamic, experience-driven enhancement of action prediction in sports.
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institution Kabale University
issn 2045-2322
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publisher Nature Portfolio
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series Scientific Reports
spelling doaj-art-4904db1ec67b454480a69728bdd9d2ce2025-08-20T03:46:05ZengNature PortfolioScientific Reports2045-23222025-04-0115111210.1038/s41598-025-85130-yThe individual training history shapes soccer players’ ability to predict teammates’ and opponents’ movesSimone Paolini0Paolo Presti1Emilia Scalona2Gabriele Boccolini3Giacomo Rizzolatti4Maddalena Fabbri-Destro5Pietro Avanzini6Department of Surgery and Medicine, University of ParmaInstitute of Neuroscience, National Research Council of Italy (CNR)Medical and Surgical Specialties, Radiological Sciences and Public Health (DSMC), University of BresciaPhysical Performance & Sport Science Department, Atalanta Bergamasca CalcioDepartment of Surgery and Medicine, University of ParmaInstitute of Neuroscience, National Research Council of Italy (CNR)Institute of Neuroscience, National Research Council of Italy (CNR)Abstract In sports, players constantly engage in understanding others’ actions and intentions. Previous studies have highlighted that possessing the observed action in the individual motor repertoire improves the prediction abilities of the observer. Here, we tested the extent to which players’ ability to predict soccer actions is influenced by their motor repertoire, which is modulated not only by their generic expertise but also by the specific position played on the field. To these aims, two experiments were conducted by asking players to predict the result of typical soccer actions and comparing accuracies with data concerning their soccer career. Results revealed that both general expertise and position-specific experience significantly impacted prediction performance, with the highest accuracy observed when actions aligned with players’ positional expertise. These findings highlight that the motor resonance mechanism is finely attuned to the individual’s motor repertoire, which operates as a continuum – from no experience to advanced expertise in a specific position – enabling a dynamic, experience-driven enhancement of action prediction in sports.https://doi.org/10.1038/s41598-025-85130-ySportsAction predictionMirror mechanismMotor repertoireMotor skillsMotor resonance
spellingShingle Simone Paolini
Paolo Presti
Emilia Scalona
Gabriele Boccolini
Giacomo Rizzolatti
Maddalena Fabbri-Destro
Pietro Avanzini
The individual training history shapes soccer players’ ability to predict teammates’ and opponents’ moves
Scientific Reports
Sports
Action prediction
Mirror mechanism
Motor repertoire
Motor skills
Motor resonance
title The individual training history shapes soccer players’ ability to predict teammates’ and opponents’ moves
title_full The individual training history shapes soccer players’ ability to predict teammates’ and opponents’ moves
title_fullStr The individual training history shapes soccer players’ ability to predict teammates’ and opponents’ moves
title_full_unstemmed The individual training history shapes soccer players’ ability to predict teammates’ and opponents’ moves
title_short The individual training history shapes soccer players’ ability to predict teammates’ and opponents’ moves
title_sort individual training history shapes soccer players ability to predict teammates and opponents moves
topic Sports
Action prediction
Mirror mechanism
Motor repertoire
Motor skills
Motor resonance
url https://doi.org/10.1038/s41598-025-85130-y
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