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Physical activity patterns among individuals with prediabetes or type 2 diabetes across two years: A longitudinal latent class analysis
Sophiahemmet University.ORCID iD: 0000-0003-4920-252x
Sophiahemmet University.ORCID iD: 0000-0002-4607-8677
Sophiahemmet University.ORCID iD: 0000-0003-4361-6502
Sophiahemmet University.ORCID iD: 0000-0003-3309-136x
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2022 (English)In: International Journal of Environmental Research and Public Health, ISSN 1661-7827, E-ISSN 1660-4601, Vol. 19, no 6, article id 3667Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: This study aimed to identify distinct profiles of physical activity (PA) patterns among individuals with prediabetes or type 2 diabetes participating in a two-year PA trial and to investigate predictors of the profiles.

METHODS: Data (n = 168, collected 2013-2020) from the cohort of a randomized trial aimed at increasing PA in individuals with prediabetes and type 2 diabetes were used. PA and sedentary behaviours were assessed by waist-worn ActiGraph GT1M accelerometers at baseline and at 6, 12, 18 and 24 months. Fifteen PA and sedentary variables were entered into a latent class mixed model for multivariate longitudinal outcomes. Multinominal regression analysis modelled profile membership based on baseline activity level, age, gender, BMI, disease status and group randomisation.

RESULTS: Two profiles of PA patterns were identified: "Increased activity" (n = 37, 22%) included participants increasing time in PA and decreasing sedentary time. "No change in activity" (n = 131, 78%) included participants with no or minor changes. "Increased activity" were younger (p = 0.003) and more active at baseline (p = 0.011), compared to "No change in activity". No other predictor was associated with profile membership.

CONCLUSIONS: A majority of participants maintained PA and sedentary patterns over two years despite being part of a PA intervention. Individuals improving PA patterns were younger and more active at baseline.

Place, publisher, year, edition, pages
2022. Vol. 19, no 6, article id 3667
Keywords [en]
Accelerometery, Latent class, Physical activity pattern, Sedentary behaviour, Time-use, Trajectories
National Category
Public Health, Global Health, Social Medicine and Epidemiology
Identifiers
URN: urn:nbn:se:shh:diva-4379DOI: 10.3390/ijerph19063667PubMedID: 35329362OAI: oai:DiVA.org:shh-4379DiVA, id: diva2:1649597
Available from: 2022-04-04 Created: 2022-04-04 Last updated: 2022-04-04Bibliographically approved

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Rossen, JennyHagströmer, MariaLarsson, KristinaJohansson, Unn-Britt

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CiteExportLink to record
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