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Personalized Adaptive Training Improves Performance at a Professional First-Person Shooter Action Videogame
First-Person Shooter (FPS) game experience can be transferred to untrained cognitive functions such as attention, visual short-term memory, spatial cognition, and decision-making. However, previous studies have been using off-the-shelf FPS games based on predefined gaming settings, therefore it is n...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8224404/ https://www.ncbi.nlm.nih.gov/pubmed/34177682 http://dx.doi.org/10.3389/fpsyg.2021.598410 |
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author | Neri, Francesco Smeralda, Carmelo Luca Momi, Davide Sprugnoli, Giulia Menardi, Arianna Ferrone, Salvatore Rossi, Simone Rossi, Alessandro Di Lorenzo, Giorgio Santarnecchi, Emiliano |
author_facet | Neri, Francesco Smeralda, Carmelo Luca Momi, Davide Sprugnoli, Giulia Menardi, Arianna Ferrone, Salvatore Rossi, Simone Rossi, Alessandro Di Lorenzo, Giorgio Santarnecchi, Emiliano |
author_sort | Neri, Francesco |
collection | PubMed |
description | First-Person Shooter (FPS) game experience can be transferred to untrained cognitive functions such as attention, visual short-term memory, spatial cognition, and decision-making. However, previous studies have been using off-the-shelf FPS games based on predefined gaming settings, therefore it is not known whether such improvement of in game performance and transfer of abilities can be further improved by creating a in-game, adaptive in-game training protocol. To address this question, we compared the impact of a popular FPS-game (Counter-Strike:Global-Offensive–CS:GO) with an ad hoc version of the game based on a personalized, adaptive algorithm modifying the artificial intelligence of opponents as well as the overall game difficulty on the basis of individual gaming performance. Two groups of FPS-naïve healthy young participants were randomly assigned to playing one of the two game versions (11 and 10 participants, respectively) 2 h/day for 3 weeks in a controlled laboratory setting, including daily in-game performance monitoring and extensive cognitive evaluations administered before, immediately after, and 3 months after training. Participants exposed to the adaptive version of the game were found to progress significantly faster in terms of in-game performance, reaching gaming scenarios up to 2.5 times more difficult than the group exposed to standard CS:GO (p < 0.05). A significant increase in cognitive performance was also observed. Personalized FPS gaming can significantly speed-up the learning curve of action videogame-players, with possible future applications for expert-video-gamers and potential relevance for clinical-rehabilitative applications. |
format | Online Article Text |
id | pubmed-8224404 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82244042021-06-25 Personalized Adaptive Training Improves Performance at a Professional First-Person Shooter Action Videogame Neri, Francesco Smeralda, Carmelo Luca Momi, Davide Sprugnoli, Giulia Menardi, Arianna Ferrone, Salvatore Rossi, Simone Rossi, Alessandro Di Lorenzo, Giorgio Santarnecchi, Emiliano Front Psychol Psychology First-Person Shooter (FPS) game experience can be transferred to untrained cognitive functions such as attention, visual short-term memory, spatial cognition, and decision-making. However, previous studies have been using off-the-shelf FPS games based on predefined gaming settings, therefore it is not known whether such improvement of in game performance and transfer of abilities can be further improved by creating a in-game, adaptive in-game training protocol. To address this question, we compared the impact of a popular FPS-game (Counter-Strike:Global-Offensive–CS:GO) with an ad hoc version of the game based on a personalized, adaptive algorithm modifying the artificial intelligence of opponents as well as the overall game difficulty on the basis of individual gaming performance. Two groups of FPS-naïve healthy young participants were randomly assigned to playing one of the two game versions (11 and 10 participants, respectively) 2 h/day for 3 weeks in a controlled laboratory setting, including daily in-game performance monitoring and extensive cognitive evaluations administered before, immediately after, and 3 months after training. Participants exposed to the adaptive version of the game were found to progress significantly faster in terms of in-game performance, reaching gaming scenarios up to 2.5 times more difficult than the group exposed to standard CS:GO (p < 0.05). A significant increase in cognitive performance was also observed. Personalized FPS gaming can significantly speed-up the learning curve of action videogame-players, with possible future applications for expert-video-gamers and potential relevance for clinical-rehabilitative applications. Frontiers Media S.A. 2021-06-10 /pmc/articles/PMC8224404/ /pubmed/34177682 http://dx.doi.org/10.3389/fpsyg.2021.598410 Text en Copyright © 2021 Neri, Smeralda, Momi, Sprugnoli, Menardi, Ferrone, Rossi, Rossi, Di Lorenzo and Santarnecchi. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Neri, Francesco Smeralda, Carmelo Luca Momi, Davide Sprugnoli, Giulia Menardi, Arianna Ferrone, Salvatore Rossi, Simone Rossi, Alessandro Di Lorenzo, Giorgio Santarnecchi, Emiliano Personalized Adaptive Training Improves Performance at a Professional First-Person Shooter Action Videogame |
title | Personalized Adaptive Training Improves Performance at a Professional First-Person Shooter Action Videogame |
title_full | Personalized Adaptive Training Improves Performance at a Professional First-Person Shooter Action Videogame |
title_fullStr | Personalized Adaptive Training Improves Performance at a Professional First-Person Shooter Action Videogame |
title_full_unstemmed | Personalized Adaptive Training Improves Performance at a Professional First-Person Shooter Action Videogame |
title_short | Personalized Adaptive Training Improves Performance at a Professional First-Person Shooter Action Videogame |
title_sort | personalized adaptive training improves performance at a professional first-person shooter action videogame |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8224404/ https://www.ncbi.nlm.nih.gov/pubmed/34177682 http://dx.doi.org/10.3389/fpsyg.2021.598410 |
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