Evidence map›Paper›PMID 41682497›Full record

ArticleSensors (Basel, Switzerland)2026

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

Junichi Kushioka, Ruopeng Sun, Matthew Smuck

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Junichi KushiokaSpine and Scoliosis Center, Shonan Fujisawa Tokushukai Hospital, Fujisawa 251-0041, Japan.ORCID 0000-0002-0738-1569
Ruopeng SunDepartment of Orthopaedic Surgery, Stanford University, Stanford, CA 94063, USA.ORCID 0000-0003-0738-3721
Matthew SmuckDepartment of Orthopaedic Surgery, Stanford University, Stanford, CA 94063, USA.ORCID 0000-0002-2990-069X

Funding

Technology DevelopmentP2CHD101913 · NICHD · STANFORD UNIVERSITY · PI DELP, SCOTT L · 2020 to 2024
$4.1M
NIH HHS P2CHD101913
6 · The paper itself

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.

Indexed as

AccelerometryExerciseOsteoarthritis, KneeWearable Electronic DevicesAgedFemaleHumansLongitudinal StudiesMaleMiddle Agedaccelerometerknee osteoarthritisphysical activity

Identifiers

PMID41682497
PMCPMC12899396

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.