What would brain-computer interface users want: opinions and priorities of potential users with spinal cord injury
- PMID: 25721546
- DOI: 10.1016/j.apmr.2014.05.028
What would brain-computer interface users want: opinions and priorities of potential users with spinal cord injury
Abstract
Objectives: To identify perceptions among people with spinal cord injury (SCI) of the priorities for brain-computer interface (BCI) applications and design features along with the time investment and risk acceptable to obtain a BCI.
Design: Survey.
Setting: Research registry participants surveyed via telephone and BCI usage study participants surveyed in person before BCI use.
Participants: Convenience sample of people with SCI (N=40), consisting of persons from the registry (n=30) and from the BCI study (n=10). Participants were classified as those with low function (n=24) and those with high function (n=16).
Interventions: Not applicable.
Main outcome measures: Descriptive statistics of functional independence, living situations and support structures, ratings of importance of different task and design features, and acceptable levels of performance, risk, and time investment.
Results: BCIs were of interest to 96% of the low-function group. Emergency communication was the top priority task (ranked in the top 2 by 43%). The most important design features were "functions the BCI provides" and "simplicity of BCI setup." Desired performance was 90% accuracy, with standby mode errors no more than once every 4 hours and speeds of more than 20 letters per minute. Dry electrodes were preferred over gel or implanted electrodes (P<.05). Median acceptable setup time was 10 to 20 minutes, satisfying 65% of participants.
Conclusions: People with low functional independence resulting from SCI have a strong interest in BCIs. Advances in speed and setup time will be required for BCIs to meet the desired performance. Creating BCI functions appropriate to the needs of those with SCI will be of ultimate importance for BCI acceptance with this population.
Keywords: Assistive technology; Brain-computer interfaces; Rehabilitation; Spinal cord injuries; Surveys.
Copyright © 2015 American Congress of Rehabilitation Medicine. Published by Elsevier Inc. All rights reserved.
Similar articles
-
On the way home: a BCI-FES hand therapy self-managed by sub-acute SCI participants and their caregivers: a usability study.J Neuroeng Rehabil. 2021 Feb 25;18(1):44. doi: 10.1186/s12984-021-00838-y. J Neuroeng Rehabil. 2021. PMID: 33632262 Free PMC article. Clinical Trial.
-
Hybrid P300-based brain-computer interface to improve usability for people with severe motor disability: electromyographic signals for error correction during a spelling task.Arch Phys Med Rehabil. 2015 Mar;96(3 Suppl):S54-61. doi: 10.1016/j.apmr.2014.05.029. Arch Phys Med Rehabil. 2015. PMID: 25721548
-
Brain-computer interface users speak up: the Virtual Users' Forum at the 2013 International Brain-Computer Interface Meeting.Arch Phys Med Rehabil. 2015 Mar;96(3 Suppl):S33-7. doi: 10.1016/j.apmr.2014.03.037. Arch Phys Med Rehabil. 2015. PMID: 25721545 Free PMC article.
-
Brain-computer interfaces for communication and control.Clin Neurophysiol. 2002 Jun;113(6):767-91. doi: 10.1016/s1388-2457(02)00057-3. Clin Neurophysiol. 2002. PMID: 12048038 Review.
-
Human visual skills for brain-computer interface use: a tutorial.Disabil Rehabil Assist Technol. 2020 Oct;15(7):799-809. doi: 10.1080/17483107.2020.1754929. Epub 2020 Jun 1. Disabil Rehabil Assist Technol. 2020. PMID: 32476516 Free PMC article. Review.
Cited by
-
Public attitudes towards neurotechnology: Findings from two experiments concerning Brain Stimulation Devices (BSDs) and Brain-Computer Interfaces (BCIs).PLoS One. 2022 Nov 9;17(11):e0275454. doi: 10.1371/journal.pone.0275454. eCollection 2022. PLoS One. 2022. PMID: 36350815 Free PMC article.
-
On the way home: a BCI-FES hand therapy self-managed by sub-acute SCI participants and their caregivers: a usability study.J Neuroeng Rehabil. 2021 Feb 25;18(1):44. doi: 10.1186/s12984-021-00838-y. J Neuroeng Rehabil. 2021. PMID: 33632262 Free PMC article. Clinical Trial.
-
Brain-Computer Interfaces for Communication: Preferences of Individuals With Locked-in Syndrome.Neurorehabil Neural Repair. 2021 Mar;35(3):267-279. doi: 10.1177/1545968321989331. Epub 2021 Feb 3. Neurorehabil Neural Repair. 2021. PMID: 33530868 Free PMC article.
-
Understanding societal challenges: a NeurotechEU perspective.Front Neurosci. 2024 Jul 26;18:1330470. doi: 10.3389/fnins.2024.1330470. eCollection 2024. Front Neurosci. 2024. PMID: 39130375 Free PMC article.
-
Increasing Robustness of Brain-Computer Interfaces Through Automatic Detection and Removal of Corrupted Input Signals.Front Neurosci. 2022 Apr 28;16:858377. doi: 10.3389/fnins.2022.858377. eCollection 2022. Front Neurosci. 2022. PMID: 35573306 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical