# Temporal Patterns of Wearable Accelerometer-Measured Physical Activity and Symptom Worsening in Knee Osteoarthritis: A 2-Year Longitudinal Study from the Osteoarthritis Initiative

**Authors:** Junichi Kushioka, Ruopeng Sun, Matthew Smuck

PMC · DOI: 10.3390/s26030982 · Sensors (Basel, Switzerland) · 2026-02-03

## TL;DR

This study found that people with worsening knee osteoarthritis symptoms showed bigger drops in physical activity, especially in the late afternoon and evening, over two years.

## Contribution

The study introduces temporal patterns of physical activity decline linked to worsening knee osteoarthritis symptoms using wearable accelerometers.

## Key findings

- Participants with worsening symptoms had a greater decline in total daily activity counts (-18% vs. -10%).
- The worsening group showed significant reductions in activity during late afternoon and evening (-21% vs. -6%).
- Worsening symptoms were associated with slower gait speed and longer sit-to-stand times.

## Abstract

This study investigates the link between changes in physical activity (PA) measured by wearable accelerometers and the worsening of knee osteoarthritis (KOA) symptoms over two years. Using data from 782 participants in the Osteoarthritis Initiative accelerometer sub-study, PA was tracked with hip-worn ActiGraphs. Participants were classified as “worsening” if their Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) total score increased by >10 points and as “stable” otherwise. PA was categorized into daily counts and minutes spent in various intensity levels, and analyzed in 3 h intervals across the day. Of the participants, 123 (15.7%) experienced worsening symptoms. At baseline, both groups had similar characteristics aside from slower sit-to-stand times in the worsening group. Over two years, the worsening group had a greater decline in total daily activity counts (−18% vs. −10%) and more significant reductions during late afternoon and evening (15:00–21:00; −21% vs. −6%). This group also showed a notable decrease in gait speed, longer sit-to-stand times, and a trend towards greater medial joint space narrowing. These findings suggest that larger declines in PA, especially in activities in the late afternoon and evening, are associated with worsening KOA symptoms, although causality cannot be established.

## Full-text entities

- **Diseases:** Osteoarthritis (MESH:D010003), Symptom (MESH:D012816), KOA (MESH:D020370)

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12899396/full.md

## References

44 references — full list in the complete paper: https://tomesphere.com/paper/PMC12899396/full.md

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Source: https://tomesphere.com/paper/PMC12899396