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Trajectories of Physical Activity Over Two Years in Persons With Rheumatoid Arthritis
Author(s) -
Demmelmaier Ingrid,
Dufour Alyssa B.,
Nordgren Birgitta,
Opava Christina H.
Publication year - 2016
Publication title -
arthritis care and research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.032
H-Index - 163
eISSN - 2151-4658
pISSN - 2151-464X
DOI - 10.1002/acr.22799
Subject(s) - medicine , psychosocial , multinomial logistic regression , rheumatoid arthritis , physical activity , cohort , demography , logistic regression , baseline (sea) , activities of daily living , trajectory , physical therapy , machine learning , psychiatry , sociology , computer science , oceanography , physics , astronomy , geology
Objective To identify and describe different trajectories of physical activity over 2 years and to identify baseline predictors for each trajectory within a large cohort of people with rheumatoid arthritis (RA). Methods The sample included 2,752 people ages 18–75 years and independent in daily living. Data on sociodemographic, disease‐related, and psychosocial variables and physical activity (total weekly hours of vigorously/moderately intense activity and walking) were collected from registers and by questionnaires at baseline, and at 14 and 26 months. K‐means cluster analysis was used to identify different physical activity trajectories. Multinomial logistic regression was used to identify predictors of trajectory membership. Results Three trajectories were identified: 1 stable high (n = 272; with an average of 25 hours of physical activity/week), 1 decreasing (n = 564; changing from 22 to 8 hours), and 1 stable low (n = 1,916; with an average of 3 hours). Predictors of the stable high trajectory versus the other 2 were male sex and already established physical activity at baseline. Predictors of the stable high trajectory versus decreasing trajectory were lower age and less social support for exercise, while predictors of stable high versus the stable low trajectory were less activity limitation and higher exercise self‐efficacy. Conclusion The results indicate that distinct trajectories of physical activity over 2 years in people with RA exist, and that stable, high physical activity is mainly predicted by male sex and already established physical activity at baseline. Additional predictors, amenable to change, include activity limitation, social support, and self‐efficacy for exercise, suggesting a wide perspective on maintained physical activity in RA.