Related Experiment Video
Updated: Jan 21, 2026

Training Persons with Spinal Cord Injury to Ambulate Using a Powered Exoskeleton
Published on: June 16, 2016
Perceived Value, Ownership, and Barriers to Smart Home Technology for Individuals With Spinal Cord Injury and Disease
Drew H Redepenning1, Lynn A Worobey2, Dan Ding3
1Department of Physical Medicine & Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, PA.
Objective:
To investigate the categories of Mainstream Smart Home technology (MSHT) that are commonly owned by individuals with spinal cord injury and disease (SCI/D), their perceived benefits, and barriers to obtaining or using.
Design:
Cross-sectional.
Setting:
Spinal Cord Injury (SCI) Model Systems.
Participants:
Individuals (N=417) aged ≥18 years enrolled in a participating SCI Model Systems Center between October 2022 and May 2025.
Interventions:
Not applicable.
Main Outcome Measures:
Participants were surveyed on 18 categories of MSHT and indicated for each ownership status, perceived benefit of owning (yes, no, and unsure), acquisition method, satisfaction, and barriers to ownership or use.
Results:
The median number of MSHT categories owned per participant was 4 (interquartile range, 2-6), with 7 (interquartile range, 3-10) categories perceived as beneficial but not owned. Most devices (88.4%) were acquired through self-pay. Common barriers to ownership were cost (63.6%) and installation difficulty (35.2%). Individuals with greater upper extremity (UE) impairment were significantly more likely to perceive benefit from voice assistants, smart plugs, smart bed controls, and smart televisions. Multivariate logistic regression identified higher education (odds ratio, 1.97; P=.03), higher income (odds ratio, 2.25; P<.01), and greater UE impairment (odds ratio, 1.75; P=.03) as significant predictors for owning ≥4 categories of MSHT.
Conclusion:
MSHT was highly valued among individuals with SCI/D, although the rate of ownership of MSHT was low, especially for costlier or more complex devices. Barriers stem largely from affordability and limited support for installation and training. Integrating MSHT training into rehabilitation programs and improving funding, education, and service delivery could enhance access and autonomy for people with SCI/D.
More Related Videos
09:37Evaluation of Respiratory Muscle Activation Using Respiratory Motor Control Assessment RMCA in Individuals with Chronic Spinal Cord Injury
Published on: July 19, 2013
08:07Paradigms of Lower Extremity Electrical Stimulation Training After Spinal Cord Injury
Published on: February 1, 2018
Related Concept Videos
Spinal Cord
The Spinal Cord
Spinal Cord: Information Processing
Sensory Information Processing
Sensory information processing begins at the sensory receptors located in the skin and other tissues, which detect somatic sensory stimuli such as touch, temperature, or pain. These receptors function as catalysts, initiating...
Spinal Cord: Gross Anatomy
Spinal Cord: Cross-sectional Anatomy
Gray Matter and its Components
Central to the gray matter is...
Perceiving Loudness, Pitch, and Location
Place theory, or place coding, suggests that different pitches are heard because various sound waves activate specific locations along the cochlea's basilar membrane. The brain determines the pitch of a sound by...