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    Development and Pilot Evaluation of a Sensor-Infused Monitoring and Training System to Prevent Pressure Injuries in Individuals With Spinal Cord Injury

    Source: Journal of Engineering and Science in Medical Diagnostics and Therapy:;2026:;volume( 009 ):;issue:003::page 122
    Author:
    Janett, Jack
    ,
    Pineda, Nathan
    ,
    Macagno, Maurizio
    ,
    Vigano, Davide
    ,
    Rankin, Jeffery Wade
    DOI: 10.1115/1.4071026
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Abstract. Approximately one-third of individuals with spinal cord injury (SCI) experience a pressure injury and complications contribute to a leading cause of death. Currently, there is a lack of adoption and evidence demonstrating the effectiveness of technologies aimed at preventing pressure injuries. This study presents and evaluates a new monitoring and feedback system to facilitate pressure relief activity performance in 22 manual wheelchair users with SCI. After a two-week baseline, participants received pressure injury education, set goals, and were instructed on how to use the system. Data were then collected using the system for 8 months, and a technology acceptance model (TAM) questionnaire was used to assess usability, with 10 participants identified as Responders. Immediately following goal setting and system biofeedback activation, Responders showed a four-fold increase in pressure relief activity (4.48±4.24 versus 23.37±14.85 s/h, p = 0.004) but activity eventually declined to baseline levels by month 8 (4.26±5.78 s/h). Recorded sitting time also dropped significantly (5.62±3.30 h/day at Baseline versus 1.81±2.08 h/day at months 6–8, p = 0.013). Thirty-six out of 40 questionnaire items scored above the acceptability threshold (>5/7). The system demonstrated good acceptability and effectively promoted short-term increases in pressure relief activity. Its greatest value may be as a short-term training tool during rehabilitation or retraining. Future iterations of the system must address limitations associated with promoting long-term adherence.
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      Development and Pilot Evaluation of a Sensor-Infused Monitoring and Training System to Prevent Pressure Injuries in Individuals With Spinal Cord Injury

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    https://yetl.yabesh.ir/yetl1/handle/yetl/4315996
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    • Journal of Engineering and Science in Medical Diagnostics and Therapy

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    contributor authorJanett, Jack
    contributor authorPineda, Nathan
    contributor authorMacagno, Maurizio
    contributor authorVigano, Davide
    contributor authorRankin, Jeffery Wade
    date accessioned2026-08-23T08:02:35Z
    date available2026-08-23T08:02:35Z
    date copyright2026/08/01
    date issued2026
    identifier issn2572-7958
    identifier otherjesmdt-25-1049.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4315996
    description abstractAbstract. Approximately one-third of individuals with spinal cord injury (SCI) experience a pressure injury and complications contribute to a leading cause of death. Currently, there is a lack of adoption and evidence demonstrating the effectiveness of technologies aimed at preventing pressure injuries. This study presents and evaluates a new monitoring and feedback system to facilitate pressure relief activity performance in 22 manual wheelchair users with SCI. After a two-week baseline, participants received pressure injury education, set goals, and were instructed on how to use the system. Data were then collected using the system for 8 months, and a technology acceptance model (TAM) questionnaire was used to assess usability, with 10 participants identified as Responders. Immediately following goal setting and system biofeedback activation, Responders showed a four-fold increase in pressure relief activity (4.48±4.24 versus 23.37±14.85 s/h, p = 0.004) but activity eventually declined to baseline levels by month 8 (4.26±5.78 s/h). Recorded sitting time also dropped significantly (5.62±3.30 h/day at Baseline versus 1.81±2.08 h/day at months 6–8, p = 0.013). Thirty-six out of 40 questionnaire items scored above the acceptability threshold (>5/7). The system demonstrated good acceptability and effectively promoted short-term increases in pressure relief activity. Its greatest value may be as a short-term training tool during rehabilitation or retraining. Future iterations of the system must address limitations associated with promoting long-term adherence.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleDevelopment and Pilot Evaluation of a Sensor-Infused Monitoring and Training System to Prevent Pressure Injuries in Individuals With Spinal Cord Injury
    typeJournal Paper
    journal volume9
    journal issue3
    journal titleJournal of Engineering and Science in Medical Diagnostics and Therapy
    identifier doi10.1115/1.4071026
    journal fristpage122
    journal lastpage130
    page9
    treeJournal of Engineering and Science in Medical Diagnostics and Therapy:;2026:;volume( 009 ):;issue:003
    contenttypeFulltext
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