Evidence map›Paper›PMID 41950266›Full record

ArticlePloS one2026

Longitudinal trends in physical activity and sedentary behaviour among school children in Norway: The health oriented pedagogical project (HOPP).

Per Morten Fredriksen, Iana Kharlova, Maren Valand Hæhre, Asgeir Mamen

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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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1 · What the graph read from it

What it found

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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

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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

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5 · Who and what money

Authors and funding

4 authors.

Per Morten FredriksenUniversity of Inland Norway, Elverum, Norway.
Iana KharlovaKristiania University College, School of Health Sciences, Oslo, Norway.
Maren Valand HæhreKristiania University College, School of Health Sciences, Oslo, Norway.
Asgeir MamenKristiania University College, School of Health Sciences, Oslo, Norway.ORCID https://orcid.org/0000-0002-4316-7455

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

ExerciseSedentary BehaviorAccelerometryChildCross-Sectional StudiesFemaleHumansLongitudinal StudiesMaleNorwaySchools

Identifiers

PMID41950266
PMCPMC13061175

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