ArticlePloS one2026
Longitudinal trends in physical activity and sedentary behaviour among school children in Norway: The health oriented pedagogical project (HOPP).
Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
introductionMany children do not achieve recommended levels of physical activity (PA), although PA is important for cardiovascular health, mental well-being, and reducing chronic disease risk. The aim of this study was to describe longitudinal changes in moderate-to-vigorous physical activity (MVPA) and sedentary behavior (SED) during primary school and to examine whether a school-based active learning intervention was associated with attenuated age-related declines in PA. Baseline cross-sectional age gradients are presented as descriptive context and are not interpreted as a causal counterfactual for longitudinal change.
methodsThe study sample consisted of n = 2123 children (50% females) from the Health Oriented Pedagogical Project (HOPP) in Norway with valid accelerometer data in 2015, aged 6-12 years (mean 9.46 ± 1.75). MVPA and SED were objectively assessed using hip-worn accelerometers based on seven-day averages. Data from 2015-2019 were analyzed using linear and generalized linear mixed-effects models to account for repeated measures and clustering.
resultsBaseline cross-sectional analyses suggested a decline of 3.5 min·day ⁻ ¹ of MVPA per year of age among children aged 6-12 years. Longitudinally, across five years (2015-2019), MVPA declined on average by 2.2 min·day ⁻ ¹·year ⁻ ¹ (p < 0.001) and SED increased by 6.7 min·day ⁻ ¹·year ⁻ ¹ (p < 0.001).
conclusionPhysical activity levels declined, and sedentary behavior increased with age, beginning in early primary school. Over follow-up, the observed longitudinal decline in MVPA and increase in SED were less steep than the baseline cross-sectional age gradients presented for context, but these comparisons should be interpreted descriptively rather than causally.
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