ArticleThe international journal of behavioral nutrition and physical activity2025
Accelerometer-derived physical activity patterns and incident type 2 diabetes: a prospective cohort study.
Article in The international journal of behavioral nutrition and physical activity, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Weekend Warrior Physical Activity, Sedentary Behavior, and Incident Disability in Middle-Aged and Older Adults: A UK Biobank Accelerometer Study.Geriatrics & gerontology international · 2026Article
- Self-Reported Physical Activity and Type 2 Diabetes in Adults Attending Primary Care: A Real-World Cross-Sectional Study of Cardiometabolic Risk.Medicina (Kaunas, Lithuania) · 2026Observational
- Private garden exposure and public park access in relation to type-2 diabetes incidence: a UK Biobank cohort study.BMC public health · 2026Article
- Accelerometer-derived 'weekend warrior' physical activity pattern and sleep.BMC public health · 2026Article
- Association between physical activity, sleep quality and diabetes: a population-based analysis.Diabetology & metabolic syndrome · 2026Article
- Creatine Supplementation Combined with Exercise in the Prevention of Type 2 Diabetes: Effects on Insulin Resistance and Sarcopenia.Nutrients · 2025Review
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Authors and funding
19 authors.
Funding
Abstract
backgroundEmerging evidence suggests a significant relationship between the duration of physical activity (PA) and the incidence of type 2 diabetes (T2D). However, the association between the "weekend warrior" (WW) pattern-characterized by concentrated moderate-to-vigorous PA (MVPA) over one to two days-and T2D remains unclear.
methodsThis prospective cohort study aims to utilize device-measured PA data to investigate the associations between PA patterns and T2D. Individuals were divided into three MVPA patterns on the basis of WHO guidelines: inactive (< 150 min), active WW (≥ 150 min with ≥ 50% of total MVPA achieved in one to two days), and active regular (≥ 150 min but not active WW). These patterns were also evaluated using sample percentile thresholds. The relationships between PA patterns and the risk of T2D were analysed employing Cox proportional hazards models.
resultsA total of 1972 participants developed T2D over a 7.9-year median follow-up period. In the fully adjusted model, both active patterns demonstrated comparable reductions in the risk of developing T2D (active WW: hazard ratio [HR] 0.64, 95% confidence interval [CI] 0.58-0.71; active regular: 0.56, 0.49-0.64). Moreover, the risk of T2D exhibited a progressive decline as the duration of MVPA increased across both active patterns.
conclusionsEngaging in MVPA for one or two days per week provides comparable protective benefits against the incidence of T2D as more evenly distributed PA. Additionally, exceeding the current guidelines may confer even greater advantages.
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