Usability and Workload of Access Technology for People With Severe Motor Impairment: A Comparison of Brain-Computer Interfacing and Eye Tracking
Background. Eye trackers are widely used among people with amyotrophic lateral sclerosis, and their benefits to quality of life have been previously shown. On the contrary, Brain-computer interfaces (BCIs) are still quite a novel technology, which also serves as an access technology for people with...
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description | Background. Eye trackers are widely used among people with amyotrophic lateral sclerosis, and their benefits to quality of life have been previously shown. On the contrary, Brain-computer interfaces (BCIs) are still quite a novel technology, which also serves as an access technology for people with severe motor impairment. Objective. To compare a visual P300-based BCI and an eye tracker in terms of information transfer rate (ITR), usability, and cognitive workload in users with motor impairments. Methods. Each participant performed 3 spelling tasks, over 4 total sessions, using an Internet browser, which was controlled by a spelling interface that was suitable for use with either the BCI or the eye tracker. At the end of each session, participants evaluated usability and cognitive workload of the system. Results. ITR and System Usability Scale (SUS) score were higher for the eye tracker (Wilcoxon signed-rank test: ITR T = 9, P = .016; SUS T = 12.50, P = .035). Cognitive workload was higher for the BCI (T = 4; P = .003). Conclusions. Although BCIs could be potentially useful for people with severe physical disabilities, we showed that the usability of BCIs based on the visual P300 remains inferior to eye tracking. We suggest that future research on visual BCIs should use eye tracking–based control as a comparison to evaluate performance or focus on nonvisual paradigms for persons who have lost gaze control. |
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Eye trackers are widely used among people with amyotrophic lateral sclerosis, and their benefits to quality of life have been previously shown. On the contrary, Brain-computer interfaces (BCIs) are still quite a novel technology, which also serves as an access technology for people with severe motor impairment. Objective. To compare a visual P300-based BCI and an eye tracker in terms of information transfer rate (ITR), usability, and cognitive workload in users with motor impairments. Methods. Each participant performed 3 spelling tasks, over 4 total sessions, using an Internet browser, which was controlled by a spelling interface that was suitable for use with either the BCI or the eye tracker. At the end of each session, participants evaluated usability and cognitive workload of the system. Results. ITR and System Usability Scale (SUS) score were higher for the eye tracker (Wilcoxon signed-rank test: ITR T = 9, P = .016; SUS T = 12.50, P = .035). Cognitive workload was higher for the BCI (T = 4; P = .003). Conclusions. Although BCIs could be potentially useful for people with severe physical disabilities, we showed that the usability of BCIs based on the visual P300 remains inferior to eye tracking. We suggest that future research on visual BCIs should use eye tracking–based control as a comparison to evaluate performance or focus on nonvisual paradigms for persons who have lost gaze control.</description><identifier>ISSN: 1545-9683</identifier><identifier>EISSN: 1552-6844</identifier><identifier>DOI: 10.1177/1545968315575611</identifier><identifier>PMID: 25753951</identifier><language>eng</language><publisher>Los Angeles, CA: SAGE Publications</publisher><subject>Adult ; Aged ; Brain-Computer Interfaces ; Disability Evaluation ; Electroencephalography ; Event-Related Potentials, P300 - physiology ; Eye Movements - physiology ; Female ; Humans ; Male ; Middle Aged ; Motor Disorders - complications ; Motor Disorders - diagnosis ; Neuropsychological Tests ; Statistics, Nonparametric ; User-Computer Interface ; Workload</subject><ispartof>Neurorehabilitation and neural repair, 2015-11, Vol.29 (10), p.950-957</ispartof><rights>The Author(s) 2015</rights><rights>The Author(s) 2015.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c290t-dd9ee705bb8c97bf6f93046db044172c8816aa6677e0ccfcb5f252453cb9edcb3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://journals.sagepub.com/doi/pdf/10.1177/1545968315575611$$EPDF$$P50$$Gsage$$H</linktopdf><linktohtml>$$Uhttps://journals.sagepub.com/doi/10.1177/1545968315575611$$EHTML$$P50$$Gsage$$H</linktohtml><link.rule.ids>314,778,782,21806,27911,27912,43608,43609</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25753951$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Pasqualotto, Emanuele</creatorcontrib><creatorcontrib>Matuz, Tamara</creatorcontrib><creatorcontrib>Federici, Stefano</creatorcontrib><creatorcontrib>Ruf, Carolin A.</creatorcontrib><creatorcontrib>Bartl, Mathias</creatorcontrib><creatorcontrib>Olivetti Belardinelli, Marta</creatorcontrib><creatorcontrib>Birbaumer, Niels</creatorcontrib><creatorcontrib>Halder, Sebastian</creatorcontrib><title>Usability and Workload of Access Technology for People With Severe Motor Impairment: A Comparison of Brain-Computer Interfacing and Eye Tracking</title><title>Neurorehabilitation and neural repair</title><addtitle>Neurorehabil Neural Repair</addtitle><description>Background. Eye trackers are widely used among people with amyotrophic lateral sclerosis, and their benefits to quality of life have been previously shown. On the contrary, Brain-computer interfaces (BCIs) are still quite a novel technology, which also serves as an access technology for people with severe motor impairment. Objective. To compare a visual P300-based BCI and an eye tracker in terms of information transfer rate (ITR), usability, and cognitive workload in users with motor impairments. Methods. Each participant performed 3 spelling tasks, over 4 total sessions, using an Internet browser, which was controlled by a spelling interface that was suitable for use with either the BCI or the eye tracker. At the end of each session, participants evaluated usability and cognitive workload of the system. Results. ITR and System Usability Scale (SUS) score were higher for the eye tracker (Wilcoxon signed-rank test: ITR T = 9, P = .016; SUS T = 12.50, P = .035). Cognitive workload was higher for the BCI (T = 4; P = .003). Conclusions. Although BCIs could be potentially useful for people with severe physical disabilities, we showed that the usability of BCIs based on the visual P300 remains inferior to eye tracking. We suggest that future research on visual BCIs should use eye tracking–based control as a comparison to evaluate performance or focus on nonvisual paradigms for persons who have lost gaze control.</description><subject>Adult</subject><subject>Aged</subject><subject>Brain-Computer Interfaces</subject><subject>Disability Evaluation</subject><subject>Electroencephalography</subject><subject>Event-Related Potentials, P300 - physiology</subject><subject>Eye Movements - physiology</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Motor Disorders - complications</subject><subject>Motor Disorders - diagnosis</subject><subject>Neuropsychological Tests</subject><subject>Statistics, Nonparametric</subject><subject>User-Computer Interface</subject><subject>Workload</subject><issn>1545-9683</issn><issn>1552-6844</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kM9LwzAcxYMobv64e5IcvVSTNkmb4xj-GEwUtrFjSdJvt862mUkr7L83Y9OD4On74H3eg-9D6IaSe0rT9IFyxqXIEsp5ygWlJ2gYZByJjLHTvWY82vsDdOH9hpA4ySQ5R4M44InkdIhmC690VVfdDqu2wEvrPmqrCmxLPDIGvMdzMOvW1na1w6V1-B3stga8rLo1nsEXOMCvtgvGpNmqyjXQdlforFS1h-vjvUSLp8f5-CWavj1PxqNpZGJJuqgoJEBKuNaZkakuRSkTwkShCWM0jU2WUaGUEGkKxJjSaF7GPGY8MVpCYXRyie4OvVtnP3vwXd5U3kBdqxZs7_NQwjkNCRZQckCNs947KPOtqxrldjkl-X7K_O-UIXJ7bO91A8Vv4Ge7AEQHwKsV5BvbuzZ8-3_hN-7ce54</recordid><startdate>201511</startdate><enddate>201511</enddate><creator>Pasqualotto, Emanuele</creator><creator>Matuz, Tamara</creator><creator>Federici, Stefano</creator><creator>Ruf, Carolin A.</creator><creator>Bartl, Mathias</creator><creator>Olivetti Belardinelli, Marta</creator><creator>Birbaumer, Niels</creator><creator>Halder, Sebastian</creator><general>SAGE Publications</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>201511</creationdate><title>Usability and Workload of Access Technology for People With Severe Motor Impairment</title><author>Pasqualotto, Emanuele ; Matuz, Tamara ; Federici, Stefano ; Ruf, Carolin A. ; Bartl, Mathias ; Olivetti Belardinelli, Marta ; Birbaumer, Niels ; Halder, Sebastian</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c290t-dd9ee705bb8c97bf6f93046db044172c8816aa6677e0ccfcb5f252453cb9edcb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Brain-Computer Interfaces</topic><topic>Disability Evaluation</topic><topic>Electroencephalography</topic><topic>Event-Related Potentials, P300 - physiology</topic><topic>Eye Movements - physiology</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Motor Disorders - complications</topic><topic>Motor Disorders - diagnosis</topic><topic>Neuropsychological Tests</topic><topic>Statistics, Nonparametric</topic><topic>User-Computer Interface</topic><topic>Workload</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pasqualotto, Emanuele</creatorcontrib><creatorcontrib>Matuz, Tamara</creatorcontrib><creatorcontrib>Federici, Stefano</creatorcontrib><creatorcontrib>Ruf, Carolin A.</creatorcontrib><creatorcontrib>Bartl, Mathias</creatorcontrib><creatorcontrib>Olivetti Belardinelli, Marta</creatorcontrib><creatorcontrib>Birbaumer, Niels</creatorcontrib><creatorcontrib>Halder, Sebastian</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Neurorehabilitation and neural repair</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pasqualotto, Emanuele</au><au>Matuz, Tamara</au><au>Federici, Stefano</au><au>Ruf, Carolin A.</au><au>Bartl, Mathias</au><au>Olivetti Belardinelli, Marta</au><au>Birbaumer, Niels</au><au>Halder, Sebastian</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Usability and Workload of Access Technology for People With Severe Motor Impairment: A Comparison of Brain-Computer Interfacing and Eye Tracking</atitle><jtitle>Neurorehabilitation and neural repair</jtitle><addtitle>Neurorehabil Neural Repair</addtitle><date>2015-11</date><risdate>2015</risdate><volume>29</volume><issue>10</issue><spage>950</spage><epage>957</epage><pages>950-957</pages><issn>1545-9683</issn><eissn>1552-6844</eissn><abstract>Background. Eye trackers are widely used among people with amyotrophic lateral sclerosis, and their benefits to quality of life have been previously shown. On the contrary, Brain-computer interfaces (BCIs) are still quite a novel technology, which also serves as an access technology for people with severe motor impairment. Objective. To compare a visual P300-based BCI and an eye tracker in terms of information transfer rate (ITR), usability, and cognitive workload in users with motor impairments. Methods. Each participant performed 3 spelling tasks, over 4 total sessions, using an Internet browser, which was controlled by a spelling interface that was suitable for use with either the BCI or the eye tracker. At the end of each session, participants evaluated usability and cognitive workload of the system. Results. ITR and System Usability Scale (SUS) score were higher for the eye tracker (Wilcoxon signed-rank test: ITR T = 9, P = .016; SUS T = 12.50, P = .035). Cognitive workload was higher for the BCI (T = 4; P = .003). Conclusions. Although BCIs could be potentially useful for people with severe physical disabilities, we showed that the usability of BCIs based on the visual P300 remains inferior to eye tracking. We suggest that future research on visual BCIs should use eye tracking–based control as a comparison to evaluate performance or focus on nonvisual paradigms for persons who have lost gaze control.</abstract><cop>Los Angeles, CA</cop><pub>SAGE Publications</pub><pmid>25753951</pmid><doi>10.1177/1545968315575611</doi><tpages>8</tpages></addata></record> |
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subjects | Adult Aged Brain-Computer Interfaces Disability Evaluation Electroencephalography Event-Related Potentials, P300 - physiology Eye Movements - physiology Female Humans Male Middle Aged Motor Disorders - complications Motor Disorders - diagnosis Neuropsychological Tests Statistics, Nonparametric User-Computer Interface Workload |
title | Usability and Workload of Access Technology for People With Severe Motor Impairment: A Comparison of Brain-Computer Interfacing and Eye Tracking |
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