{"title":"Multilevel determinants of physical activity in children and adolescents: a meta-analysis guided by social ecological model.","authors":"Chun Zhao, Jing Yuan, Wen Wen Huang","doi":"10.1186/s13102-025-01225-z","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>We conducted a systematic review and meta-analysis to identify factors influencing physical activity (PA) in children and adolescents aged 5-18 years through a social-ecological model (SEM) perspective. Additionally, we examined the combined effects of factors across SEM levels on PA behaviors.</p><p><strong>Methods: </strong>Following a comprehensive search of Chinese and English databases, two researchers independently screened studies, assessed quality, and selected 15 articles meeting inclusion criteria. A dual analytic approach was employed: semi-quantitative evaluation Method (systematic scoring of study findings to synthesize directional associations) and meta-analysis using R4.4.2 to pool effect sizes (Cohen's d) with random-effects models. Subgroup analyses addressed heterogeneity sources.</p><p><strong>Results: </strong>Semi-quantitative synthesis revealed consistent positive associations for interpersonal-level factors, including parental co-participation in PA (83.3%), parental rules (66.7%), peer support (66.7%), and team sports participation (100%). At the individual level, self-efficacy (84.6%) and enjoyment (62.5%) showed the strongest effects. Meta-analysis confirmed multilevel SEM influences (SMD = 0.443,95%CI [0.784,0.885]), Due to variations in statistical methods (I<sup>2</sup> = 45.9-99.8%), survey setting scope (I<sup>2</sup> = 0-99.6%), geography (I<sup>2</sup> = 0.86-99.7%), and Research design (I<sup>2</sup> = 67.5-99.8%), there was a considerable degree of heterogeneity among the included studies.</p><p><strong>Conclusions: </strong>Key findings indicated that at the individual level, PA engagement was significantly associated with perceived barriers, self-efficacy, motivation, and enjoyment. At the interpersonal level, parental co-participation, rule-setting, peer support, and team sports emerged as critical facilitators. However, meso-level factors (e.g., school physical education curricula, accessibility of community sports facilities, extracurricular programming) and macro-level structural determinants (e.g., national physical education policy alignment, urban built environment planning, sociocultural sports values) remain underexplored, with current research disproportionately focused on micro-level individual traits (e.g., motivation) and interpersonal dynamics (e.g., family support). The study recommends: (1) individual-level interventions prioritizing self-efficacy and intrinsic motivation enhancement; (2) interpersonal strategies fostering family-peer collaborative networks; (3) meso-level improvements to school PA curricula and equitable community infrastructure; and (4) macro-level research on policy coherence and sociocultural value systems. Future investigations should integrate longitudinal designs within social-ecological frameworks to elucidate dynamic interactions across multilevel factors, thereby advancing theoretical and policy frameworks for youth PA promotion. These insights provide empirical foundations for optimizing school-based PA initiatives, urban planning for active spaces, and culturally responsive community interventions.</p><p><strong>Trial registration: </strong>PROSPERO CRD420250651231.</p>","PeriodicalId":48585,"journal":{"name":"BMC Sports Science Medicine and Rehabilitation","volume":"17 1","pages":"202"},"PeriodicalIF":2.8000,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12261727/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Sports Science Medicine and Rehabilitation","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13102-025-01225-z","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"REHABILITATION","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose: We conducted a systematic review and meta-analysis to identify factors influencing physical activity (PA) in children and adolescents aged 5-18 years through a social-ecological model (SEM) perspective. Additionally, we examined the combined effects of factors across SEM levels on PA behaviors.
Methods: Following a comprehensive search of Chinese and English databases, two researchers independently screened studies, assessed quality, and selected 15 articles meeting inclusion criteria. A dual analytic approach was employed: semi-quantitative evaluation Method (systematic scoring of study findings to synthesize directional associations) and meta-analysis using R4.4.2 to pool effect sizes (Cohen's d) with random-effects models. Subgroup analyses addressed heterogeneity sources.
Results: Semi-quantitative synthesis revealed consistent positive associations for interpersonal-level factors, including parental co-participation in PA (83.3%), parental rules (66.7%), peer support (66.7%), and team sports participation (100%). At the individual level, self-efficacy (84.6%) and enjoyment (62.5%) showed the strongest effects. Meta-analysis confirmed multilevel SEM influences (SMD = 0.443,95%CI [0.784,0.885]), Due to variations in statistical methods (I2 = 45.9-99.8%), survey setting scope (I2 = 0-99.6%), geography (I2 = 0.86-99.7%), and Research design (I2 = 67.5-99.8%), there was a considerable degree of heterogeneity among the included studies.
Conclusions: Key findings indicated that at the individual level, PA engagement was significantly associated with perceived barriers, self-efficacy, motivation, and enjoyment. At the interpersonal level, parental co-participation, rule-setting, peer support, and team sports emerged as critical facilitators. However, meso-level factors (e.g., school physical education curricula, accessibility of community sports facilities, extracurricular programming) and macro-level structural determinants (e.g., national physical education policy alignment, urban built environment planning, sociocultural sports values) remain underexplored, with current research disproportionately focused on micro-level individual traits (e.g., motivation) and interpersonal dynamics (e.g., family support). The study recommends: (1) individual-level interventions prioritizing self-efficacy and intrinsic motivation enhancement; (2) interpersonal strategies fostering family-peer collaborative networks; (3) meso-level improvements to school PA curricula and equitable community infrastructure; and (4) macro-level research on policy coherence and sociocultural value systems. Future investigations should integrate longitudinal designs within social-ecological frameworks to elucidate dynamic interactions across multilevel factors, thereby advancing theoretical and policy frameworks for youth PA promotion. These insights provide empirical foundations for optimizing school-based PA initiatives, urban planning for active spaces, and culturally responsive community interventions.
期刊介绍:
BMC Sports Science, Medicine and Rehabilitation is an open access, peer reviewed journal that considers articles on all aspects of sports medicine and the exercise sciences, including rehabilitation, traumatology, cardiology, physiology, and nutrition.