Cargando…

Transfer of training—Virtual reality training with augmented multisensory cues improves user experience during training and task performance in the real world

Virtual reality (VR) can create safe, cost-effective, and engaging learning environments. It is commonly assumed that improvements in simulation fidelity lead to better learning outcomes. Some aspects of real environments, for example vestibular or haptic cues, are difficult to recreate in VR, but V...

Descripción completa

Detalles Bibliográficos
Autores principales: Cooper, Natalia, Millela, Ferdinando, Cant, Iain, White, Mark D., Meyer, Georg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7990292/
https://www.ncbi.nlm.nih.gov/pubmed/33760859
http://dx.doi.org/10.1371/journal.pone.0248225
_version_ 1783669044385153024
author Cooper, Natalia
Millela, Ferdinando
Cant, Iain
White, Mark D.
Meyer, Georg
author_facet Cooper, Natalia
Millela, Ferdinando
Cant, Iain
White, Mark D.
Meyer, Georg
author_sort Cooper, Natalia
collection PubMed
description Virtual reality (VR) can create safe, cost-effective, and engaging learning environments. It is commonly assumed that improvements in simulation fidelity lead to better learning outcomes. Some aspects of real environments, for example vestibular or haptic cues, are difficult to recreate in VR, but VR offers a wealth of opportunities to provide additional sensory cues in arbitrary modalities that provide task relevant information. The aim of this study was to investigate whether these cues improve user experience and learning outcomes, and, specifically, whether learning using augmented sensory cues translates into performance improvements in real environments. Participants were randomly allocated into three matched groups: Group 1 (control) was asked to perform a real tyre change only. The remaining two groups were trained in VR before performance was evaluated on the same, real tyre change task. Group 2 was trained using a conventional VR system, while Group 3 was trained in VR with augmented, task relevant, multisensory cues. Objective performance, time to completion and error number, subjective ratings of presence, perceived workload, and discomfort were recorded. The results show that both VR training paradigms improved performance for the real task. Providing additional, task-relevant cues during VR training resulted in higher objective performance during the real task. We propose a novel method to quantify the relative performance gains between training paradigms that estimates the relative gain in terms of training time. Systematic differences in subjective ratings that show comparable workload ratings, higher presence ratings and lower discomfort ratings, mirroring objective performance measures, were also observed. These findings further support the use of augmented multisensory cues in VR environments as an efficient method to enhance performance, user experience and, critically, the transfer of training from virtual to real environment scenarios.
format Online
Article
Text
id pubmed-7990292
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-79902922021-04-05 Transfer of training—Virtual reality training with augmented multisensory cues improves user experience during training and task performance in the real world Cooper, Natalia Millela, Ferdinando Cant, Iain White, Mark D. Meyer, Georg PLoS One Research Article Virtual reality (VR) can create safe, cost-effective, and engaging learning environments. It is commonly assumed that improvements in simulation fidelity lead to better learning outcomes. Some aspects of real environments, for example vestibular or haptic cues, are difficult to recreate in VR, but VR offers a wealth of opportunities to provide additional sensory cues in arbitrary modalities that provide task relevant information. The aim of this study was to investigate whether these cues improve user experience and learning outcomes, and, specifically, whether learning using augmented sensory cues translates into performance improvements in real environments. Participants were randomly allocated into three matched groups: Group 1 (control) was asked to perform a real tyre change only. The remaining two groups were trained in VR before performance was evaluated on the same, real tyre change task. Group 2 was trained using a conventional VR system, while Group 3 was trained in VR with augmented, task relevant, multisensory cues. Objective performance, time to completion and error number, subjective ratings of presence, perceived workload, and discomfort were recorded. The results show that both VR training paradigms improved performance for the real task. Providing additional, task-relevant cues during VR training resulted in higher objective performance during the real task. We propose a novel method to quantify the relative performance gains between training paradigms that estimates the relative gain in terms of training time. Systematic differences in subjective ratings that show comparable workload ratings, higher presence ratings and lower discomfort ratings, mirroring objective performance measures, were also observed. These findings further support the use of augmented multisensory cues in VR environments as an efficient method to enhance performance, user experience and, critically, the transfer of training from virtual to real environment scenarios. Public Library of Science 2021-03-24 /pmc/articles/PMC7990292/ /pubmed/33760859 http://dx.doi.org/10.1371/journal.pone.0248225 Text en © 2021 Cooper et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Cooper, Natalia
Millela, Ferdinando
Cant, Iain
White, Mark D.
Meyer, Georg
Transfer of training—Virtual reality training with augmented multisensory cues improves user experience during training and task performance in the real world
title Transfer of training—Virtual reality training with augmented multisensory cues improves user experience during training and task performance in the real world
title_full Transfer of training—Virtual reality training with augmented multisensory cues improves user experience during training and task performance in the real world
title_fullStr Transfer of training—Virtual reality training with augmented multisensory cues improves user experience during training and task performance in the real world
title_full_unstemmed Transfer of training—Virtual reality training with augmented multisensory cues improves user experience during training and task performance in the real world
title_short Transfer of training—Virtual reality training with augmented multisensory cues improves user experience during training and task performance in the real world
title_sort transfer of training—virtual reality training with augmented multisensory cues improves user experience during training and task performance in the real world
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7990292/
https://www.ncbi.nlm.nih.gov/pubmed/33760859
http://dx.doi.org/10.1371/journal.pone.0248225
work_keys_str_mv AT coopernatalia transferoftrainingvirtualrealitytrainingwithaugmentedmultisensorycuesimprovesuserexperienceduringtrainingandtaskperformanceintherealworld
AT millelaferdinando transferoftrainingvirtualrealitytrainingwithaugmentedmultisensorycuesimprovesuserexperienceduringtrainingandtaskperformanceintherealworld
AT cantiain transferoftrainingvirtualrealitytrainingwithaugmentedmultisensorycuesimprovesuserexperienceduringtrainingandtaskperformanceintherealworld
AT whitemarkd transferoftrainingvirtualrealitytrainingwithaugmentedmultisensorycuesimprovesuserexperienceduringtrainingandtaskperformanceintherealworld
AT meyergeorg transferoftrainingvirtualrealitytrainingwithaugmentedmultisensorycuesimprovesuserexperienceduringtrainingandtaskperformanceintherealworld