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Increased cognitive load in immersive virtual reality during visuomotor adaptation is associated with decreased long-term retention and context transfer

BACKGROUND: Complex motor tasks in immersive virtual reality using a head-mounted display (HMD-VR) have been shown to increase cognitive load and decrease motor performance compared to conventional computer screens (CS). Separately, visuomotor adaptation in HMD-VR has been shown to recruit more expl...

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Autores principales: Juliano, Julia M., Schweighofer, Nicolas, Liew, Sook-Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532821/
https://www.ncbi.nlm.nih.gov/pubmed/36199101
http://dx.doi.org/10.1186/s12984-022-01084-6
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author Juliano, Julia M.
Schweighofer, Nicolas
Liew, Sook-Lei
author_facet Juliano, Julia M.
Schweighofer, Nicolas
Liew, Sook-Lei
author_sort Juliano, Julia M.
collection PubMed
description BACKGROUND: Complex motor tasks in immersive virtual reality using a head-mounted display (HMD-VR) have been shown to increase cognitive load and decrease motor performance compared to conventional computer screens (CS). Separately, visuomotor adaptation in HMD-VR has been shown to recruit more explicit, cognitive strategies, resulting in decreased implicit mechanisms thought to contribute to motor memory formation. However, it is unclear whether visuomotor adaptation in HMD-VR increases cognitive load and whether cognitive load is related to explicit mechanisms and long-term motor memory formation. METHODS: We randomized 36 healthy participants into three equal groups. All groups completed an established visuomotor adaptation task measuring explicit and implicit mechanisms, combined with a dual-task probe measuring cognitive load. Then, all groups returned after 24-h to measure retention of the overall adaptation. One group completed both training and retention tasks in CS (measuring long-term retention in a CS environment), one group completed both training and retention tasks in HMD-VR (measuring long-term retention in an HMD-VR environment), and one group completed the training task in HMD-VR and the retention task in CS (measuring context transfer from an HMD-VR environment). A Generalized Linear Mixed-Effect Model (GLMM) was used to compare cognitive load between CS and HMD-VR during visuomotor adaptation, t-tests were used to compare overall adaptation and explicit and implicit mechanisms between CS and HMD-VR training environments, and ANOVAs were used to compare group differences in long-term retention and context transfer. RESULTS: Cognitive load was found to be greater in HMD-VR than in CS. This increased cognitive load was related to decreased use of explicit, cognitive mechanisms early in adaptation. Moreover, increased cognitive load was also related to decreased long-term motor memory formation. Finally, training in HMD-VR resulted in decreased long-term retention and context transfer. CONCLUSIONS: Our findings show that cognitive load increases in HMD-VR and relates to explicit learning and long-term motor memory formation during motor learning. Future studies should examine what factors cause increased cognitive load in HMD-VR motor learning and whether this impacts HMD-VR training and long-term retention in clinical populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12984-022-01084-6.
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spelling pubmed-95328212022-10-05 Increased cognitive load in immersive virtual reality during visuomotor adaptation is associated with decreased long-term retention and context transfer Juliano, Julia M. Schweighofer, Nicolas Liew, Sook-Lei J Neuroeng Rehabil Research BACKGROUND: Complex motor tasks in immersive virtual reality using a head-mounted display (HMD-VR) have been shown to increase cognitive load and decrease motor performance compared to conventional computer screens (CS). Separately, visuomotor adaptation in HMD-VR has been shown to recruit more explicit, cognitive strategies, resulting in decreased implicit mechanisms thought to contribute to motor memory formation. However, it is unclear whether visuomotor adaptation in HMD-VR increases cognitive load and whether cognitive load is related to explicit mechanisms and long-term motor memory formation. METHODS: We randomized 36 healthy participants into three equal groups. All groups completed an established visuomotor adaptation task measuring explicit and implicit mechanisms, combined with a dual-task probe measuring cognitive load. Then, all groups returned after 24-h to measure retention of the overall adaptation. One group completed both training and retention tasks in CS (measuring long-term retention in a CS environment), one group completed both training and retention tasks in HMD-VR (measuring long-term retention in an HMD-VR environment), and one group completed the training task in HMD-VR and the retention task in CS (measuring context transfer from an HMD-VR environment). A Generalized Linear Mixed-Effect Model (GLMM) was used to compare cognitive load between CS and HMD-VR during visuomotor adaptation, t-tests were used to compare overall adaptation and explicit and implicit mechanisms between CS and HMD-VR training environments, and ANOVAs were used to compare group differences in long-term retention and context transfer. RESULTS: Cognitive load was found to be greater in HMD-VR than in CS. This increased cognitive load was related to decreased use of explicit, cognitive mechanisms early in adaptation. Moreover, increased cognitive load was also related to decreased long-term motor memory formation. Finally, training in HMD-VR resulted in decreased long-term retention and context transfer. CONCLUSIONS: Our findings show that cognitive load increases in HMD-VR and relates to explicit learning and long-term motor memory formation during motor learning. Future studies should examine what factors cause increased cognitive load in HMD-VR motor learning and whether this impacts HMD-VR training and long-term retention in clinical populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12984-022-01084-6. BioMed Central 2022-10-05 /pmc/articles/PMC9532821/ /pubmed/36199101 http://dx.doi.org/10.1186/s12984-022-01084-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Juliano, Julia M.
Schweighofer, Nicolas
Liew, Sook-Lei
Increased cognitive load in immersive virtual reality during visuomotor adaptation is associated with decreased long-term retention and context transfer
title Increased cognitive load in immersive virtual reality during visuomotor adaptation is associated with decreased long-term retention and context transfer
title_full Increased cognitive load in immersive virtual reality during visuomotor adaptation is associated with decreased long-term retention and context transfer
title_fullStr Increased cognitive load in immersive virtual reality during visuomotor adaptation is associated with decreased long-term retention and context transfer
title_full_unstemmed Increased cognitive load in immersive virtual reality during visuomotor adaptation is associated with decreased long-term retention and context transfer
title_short Increased cognitive load in immersive virtual reality during visuomotor adaptation is associated with decreased long-term retention and context transfer
title_sort increased cognitive load in immersive virtual reality during visuomotor adaptation is associated with decreased long-term retention and context transfer
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532821/
https://www.ncbi.nlm.nih.gov/pubmed/36199101
http://dx.doi.org/10.1186/s12984-022-01084-6
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