ArticleBMC public health2025
Factors associated with device-based measured physical activity and sedentary behavior in a cross-sectional citizen science study of adolescents during the COVID-19 pandemic.
Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundInsufficient physical activity (PA) and extensive sedentary behavior (SB) in adolescents has been related to adverse outcomes related to physical fitness, body weight as well as social and psychological health indicators. Furthermore, these behaviors tend to track from adolescence to adulthood, thereby affecting adult chronic disease risk. The knowledge of factors associated with PA and SB is needed particularly in adolescents, in order to plan public health strategies aiming at increasing PA and reducing SB. The aim of this Citizen Science project (conducted between February 2020 and June 2021) was to work together with young citizens on a school-based epidemiologic study assessing device-based measured PA and SB in students (grades 8 or higher) to identify associated factors based on both established as well as co-created questionnaires.
methodsIn 12 school classes from Berlin and Brandenburg, students were as Citizen Scientists involved in the co-creation of class-specific questionnaires by collecting factors that may influence their PA and SB. Students participating in the study wore thigh-worn accelerometers (activPAL) for seven consecutive days and subsequently completed established as well as the newly developed class-specific questionnaires to ascertain potential influencing factors of PA and SB. Multilevel linear regression models were used to identify factors associated with time spent in moderate-to-vigorous physical activity (MVPA) and SB.
resultsAccelerometry data with at least four recorded days were available for 119 students (783 recorded days). In models adjusted for age, sex and parental socioeconomic status, high traffic safety around the school (14.8 min/day, 95% CI 0.9, 28.7) and higher degree school type (10.7 min/day, 95% CI 1.7; 19.8) were associated with more time spent in MVPA. From the class-specific questionnaires developed based on input from students, the feeling of being exhausted after school and homework was associated with less time spent in MVPA, while internal motivation to be physically active, active hobbies and working out regularly at a gym were associated with more time spent in MVPA. The potential influencing factors under investigation were not associated with sedentary time (except female sex, which was related to lower sedentary time).
conclusionsAlthough our findings warrant confirmation in larger samples, this Citizen Science study points to potential action points that may be targeted in public health interventions aimed at increasing PA to improve health in adolescents.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.