SynthesisPloS one2016
Physical Activity, Sedentary Behavior, Cardiorespiratory Fitness and Metabolic Syndrome in Adolescents: Systematic Review and Meta-Analysis of Observational Evidence.
Synthesis in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 71 papers, 11 of them syntheses that pooled it.
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
71 citing papers in PubMed, 11 syntheses or guidelines pooled it.
- Cardiorespiratory fitness and health in children and adolescents: an overview of systematic reviews with meta-analyses representing over 125 000 observations covering 33 health-related outcomes.British journal of sports medicine · 2025Pooled it
- Effects of interventions on physical activity behavior change in children and adolescents based on a trans-theoretical model: a systematic review.BMC public health · 2025Pooled it
- An umbrella review of the benefits and risks associated with youths' interactions with electronic screens.Nature human behaviour · 2024Pooled it
- Screen time and health issues in Chinese school-aged children and adolescents: a systematic review and meta-analysis.BMC public health · 2022Pooled it
- The Effectiveness of Wearable Devices as Physical Activity Interventions for Preventing and Treating Obesity in Children and Adolescents: Systematic Review and Meta-analysis.JMIR mHealth and uHealth · 2022Pooled it
- COVID-19 and screen-based sedentary behaviour: Systematic review of digital screen time and metabolic syndrome in adolescents.PloS one · 2022Pooled it
- Relationship between Egg Consumption and Metabolic Syndrome. A Meta-Analysis of Observational Studies.The journal of nutrition, health & aging · 2022Pooled it
- Effect of electronic health interventions on metabolic syndrome: a systematic review and meta-analysis.BMJ open · 2020Pooled it
- Evaluation of Physical Activity and Lifestyle Interventions Focused on School Children with Obesity Using Accelerometry: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2020Pooled it
- Association of Low Birth Weight and Premature Birth With the Risk of Metabolic Syndrome: A Meta-Analysis.Frontiers in pediatrics · 2020Pooled it
- Effects of screentime on the health and well-being of children and adolescents: a systematic review of reviews.BMJ open · 2019Pooled it
- Association between Metabolic Syndrome Status and Daily Physical Activity Measured by a Wearable Device in Japanese Office Workers.International journal of environmental research and public health · 2023Trial
- Correlates of leisure-time sedentary behavior among 181,793 adolescents aged 12-15 years from 66 low- and middle-income countries.PloS one · 2019Trial
- Association of Sleep Duration and Physical Activity with Healthy Eating Habits Among Peruvian Secondary School Students.Nutrients · 2026Observational
- Leisure-related injuries in children and adolescents: a generational comparison of 20 years in a level 1 pediatric trauma center.Injury epidemiology · 2026Article
- Association between lifestyle changes and metabolic syndrome: a prospective cohort study in middle-aged Koreans.BMJ open · 2026Article
- Comparison of Acute Irisin and Cognitive Responses to Different Exercise Modalities Among Late Adolescents.Healthcare (Basel, Switzerland) · 2025Article
- Exploring the link between recreational substances and physical activity in children and adolescents: insights from the Health Behavior in School-Aged Children study (2013-2019).BMC public health · 2025Article
- Prevalence and determinants of metabolic syndrome among Tehran adults: a cross-sectional analysis from the Tehran cohort study (TeCS).Journal of diabetes and metabolic disorders · 2025Article
- Associations Between Sedentary Behaviors and Sedentary Patterns with Metabolic Syndrome in Children and Adolescents: The UP&DOWN Longitudinal Study.Healthcare (Basel, Switzerland) · 2025Article
11 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMetabolic syndrome (MetS) has been diagnosed in adolescents and among the associated factors are low levels of physical activity, sedentary behavior over long periods and low cardiorespiratory fitness. However, specifically in adolescents, studies present conflicting results. The aim of the present study was to conduct a systematic review and meta-analysis of observational studies, in order to map the association between physical activity, sedentary behavior, cardiorespiratory fitness and MetS in adolescents.
methodsA search was performed in the databases PubMed, SPORTDiscus, LILACS and the Cochrane Library. For the meta-analysis, the odds ratio (OR) was calculated together with the respective confidence intervals (95% CI), in which the measures of effect were analyzed by dichotomous data (exposure variables) with MetS used as events.
resultsEighteen studies were included in the meta-analysis. Primary analysis demonstrated that low levels of physical activity (OR = 1.35 [1.03 to 1.79]; p = 0.03) and low cardiorespiratory fitness (OR = 4.05 [2.09 to 7.87]; p < 0.01) were significantly associated with the development of MetS, while for sedentary behavior, represented by screen time > 2 hours/day, a significant association was not identified (OR = 1.20 [0.91 to 1.59]; p = 0.20). Subgroup analyses demonstrated that the association between low physical activity and MetS was dependent on the use of the accelerometry technique (OR = 2.93 [1.56 to 5.47]; p < 0.01). Screen time > 2 hours/day was significantly associated with MetS only on weekends (OR = 2.05 [1.13 to 3.73]; p = 0.02). With respect to cardiorespiratory fitness, a significant association with MetS was found independent of the maximal oxygen uptake (VO2max) measurement method.
conclusionsLow levels of physical activity, low indices of cardiorespiratory fitness and sedentary behavior, represented by screen time > 2 hours/day on weekends, were significantly associated with the development of MetS in adolescence.
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