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Exploring the Effect of an 8-Week AI-Composed Exercise Program on Pain Intensity and Well-Being in Patients With
Annika Griefahn1,2,3, Florian Avermann3, Christoff Zalpour2
1Department of Physiotherapy, Institute of Health Sciences, University of Lübeck, Lübeck, Germany.
An 8-week AI-driven exercise app significantly reduced spinal pain and improved well-being in patients. This digital approach to rehabilitation enhances self-management and adherence to physical activity for musculoskeletal disorders.
Area of Science:
- Digital Health
- Musculoskeletal Disorders
- Artificial Intelligence in Healthcare
Background:
- Spinal pain is a prevalent musculoskeletal disorder impacting quality of life.
- Adherence to exercise programs for spinal pain management remains a significant challenge.
- AI-driven applications offer a novel approach to guide and support patients with musculoskeletal disorders.
Purpose of the Study:
- To evaluate the efficacy of an 8-week AI-composed exercise program on pain intensity and well-being in spinal pain patients.
- To examine the correlation between exercise frequency, pain intensity, and well-being.
- To assess app usage frequency as a measure of patient engagement.
Main Methods:
- Retrospective data collection from the medicalmotion app (January 2020 - June 2023).
- Intervention involved a personalized exercise program delivered via the app (3-5 exercises per session).
- Primary outcomes: pain intensity (Numeric Rating Scale) and well-being (Likert scale) at baseline, 4, and 8 weeks. Secondary outcomes: correlation analysis and app engagement metrics.
Main Results:
- Significant reduction in pain intensity (1.78 points on NRS, P<.001) and improvement in well-being (3.11 points on Likert scale) after 8 weeks.
- Negative correlation between daily exercise frequency and pain intensity at 4 and 8 weeks.
- App engagement: average 3.58 exercises/day, 10-minute sessions, 49.2% usage over 56 days.
Conclusions:
- App-based interventions can significantly decrease pain intensity and enhance well-being in spinal pain patients.
- Digitizing multidisciplinary rehabilitation through apps supports self-management of spinal pain.
- AI-driven exercise programs show potential for improving adherence and outcomes in musculoskeletal disorder management.
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