Objective To evaluate the feasibility and usability of an assistive technology (AT) prototype designed to be operated with conventional/alternative input channels and a P300-based brain-computer interface (BCI) in order to provide users who have different degrees of muscular impairment resulting from amyotrophic lateral sclerosis (ALS) with communication and environmental control applications. Design Proof-of-principle study with a convenience sample. Setting An apartment-like space designed to be fully accessible by people with motor disabilities for occupational therapy, placed in a neurologic rehabilitation hospital. Participants End-users with ALS (N=8; 5 men, 3 women; mean age ± SD, 60±12y) recruited by a clinical team from an ALS center. Interventions Three experimental conditions based on (1) a widely validated P300-based BCI alone; (2) the AT prototype operated by a conventional/alternative input device tailored to the specific end-user's residual motor abilities; and (3) the AT prototype accessed by a P300-based BCI. These 3 conditions were presented to all participants in 3 different sessions. Main Outcome Measures System usability was evaluated in terms of effectiveness (accuracy), efficiency (written symbol rate, time for correct selection, workload), and end-user satisfaction (overall satisfaction) domains. A comparison of the data collected in the 3 conditions was performed. Results Effectiveness and end-user satisfaction did not significantly differ among the 3 experimental conditions. Condition III was less efficient than condition II as expressed by the longer time for correct selection. Conclusions A BCI can be used as an input channel to access an AT by persons with ALS, with no significant reduction of usability. © 2015 American Congress of Rehabilitation Medicine.

Assistive device with conventional, alternative, and brain-computer interface inputs to enhance interaction with the environment for people with amyotrophic lateral sclerosis: A feasibility and usability study

Simione, L.;
2015-01-01

Abstract

Objective To evaluate the feasibility and usability of an assistive technology (AT) prototype designed to be operated with conventional/alternative input channels and a P300-based brain-computer interface (BCI) in order to provide users who have different degrees of muscular impairment resulting from amyotrophic lateral sclerosis (ALS) with communication and environmental control applications. Design Proof-of-principle study with a convenience sample. Setting An apartment-like space designed to be fully accessible by people with motor disabilities for occupational therapy, placed in a neurologic rehabilitation hospital. Participants End-users with ALS (N=8; 5 men, 3 women; mean age ± SD, 60±12y) recruited by a clinical team from an ALS center. Interventions Three experimental conditions based on (1) a widely validated P300-based BCI alone; (2) the AT prototype operated by a conventional/alternative input device tailored to the specific end-user's residual motor abilities; and (3) the AT prototype accessed by a P300-based BCI. These 3 conditions were presented to all participants in 3 different sessions. Main Outcome Measures System usability was evaluated in terms of effectiveness (accuracy), efficiency (written symbol rate, time for correct selection, workload), and end-user satisfaction (overall satisfaction) domains. A comparison of the data collected in the 3 conditions was performed. Results Effectiveness and end-user satisfaction did not significantly differ among the 3 experimental conditions. Condition III was less efficient than condition II as expressed by the longer time for correct selection. Conclusions A BCI can be used as an input channel to access an AT by persons with ALS, with no significant reduction of usability. © 2015 American Congress of Rehabilitation Medicine.
2015
adult
aged
amyotrophic lateral sclerosis
Article
assistive technology
automatic scan
basic needs
brain computer interface
clinical article
comparative study
computer
computer mouse
experimental design
feasibility study
female
human
intervention study
keyboard
male
middle aged
motor dysfunction
motor performance
muscle function
occupational therapy
outcome assessment
satisfaction
touch screen
validation study
amyotrophic lateral sclerosis
communication aid
computer interface
disabled person
electroencephalography
environment
rehabilitation center
self help device, Aged
Amyotrophic Lateral Sclerosis
Brain-Computer Interfaces
Communication Aids for Disabled
Disabled Persons
Electroencephalography
Environment
Female
Humans
Male
Middle Aged
Rehabilitation Centers
Self-Help Devices
User-Computer Interface
Amyotrophic lateral sclerosis
Assistive technology
Brain-computer interfaces Event-related potentials P300 Rehabilitation
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14090/3272
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