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Updated: Jan 17, 2026

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Home-Based Monitor for Gait and Activity Analysis
Published on: August 8, 2019
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Capturing Objective Functional Measures Using Smartphone Inertial Sensors: Feasibility and Usability Study With Older
Christian Kempton1, Kate Ryan2, Sophie Clohessy1,3
1WMG, University of Warwick, Coventry, United Kingdom.
JMIR Rehabilitation and Assistive Technologies
|September 22, 2025
Summary
Smartphone assessments are feasible for older adults with musculoskeletal conditions. This technology enables remote monitoring and objective progress tracking, enhancing physiotherapy services and patient engagement.
Area of Science:
- Digital Health
- Geriatric Medicine
- Rehabilitation Technology
Background:
- Digital platforms and smartphone applications offer potential for home-based interventions and physiotherapy support for musculoskeletal conditions.
- Older adults, who are disproportionately affected by these conditions, may face challenges with digital literacy, necessitating evaluation of technology accessibility and acceptability in this demographic.
Purpose of the Study:
- To assess the feasibility and usability of functional assessments using smartphone inertial sensors in adults aged 60 and above.
- To evaluate the potential for remote, unsupervised monitoring of physical activity in older adults.
Main Methods:
- A 4-week home-based trial involving 21 participants (≥60 years) who recorded unsupervised sit-to-stand and single-leg balance activities weekly via smartphone.
- Analysis of data quality and adherence through uploaded datasets, supplemented by interviews and the System Usability Scale for usability feedback.
Main Results:
- High adherence was observed, with no significant deviations in session completion or duration.
- The System Usability Scale yielded a mean score of 81.2 (SD 17.5), indicating good usability.
- Valid data upload proportions were 93.5% for sit-to-stand and 63.8% for single-leg balance assessments.
Conclusions:
- Smartphone-based monitoring facilitates unsupervised, remote functional assessments, potentially reducing physiotherapy service burden and enabling objective progress tracking.
- Activity complexity should be considered, with potential for gradual increases in difficulty.
- App-based feedback is crucial for informing users about progress and adherence.

