Johan Y.Y. Ng , Ying Fung , Raymond K.W. Sum , Cecilia H.S. Chan , Qing He , Bo Peng , Shan Jiang , Johannes Carl , Lisa M. Barnett , Amy S. Ha
{"title":"使用元回归识别物理素养干预的调节因子。","authors":"Johan Y.Y. Ng , Ying Fung , Raymond K.W. Sum , Cecilia H.S. Chan , Qing He , Bo Peng , Shan Jiang , Johannes Carl , Lisa M. Barnett , Amy S. Ha","doi":"10.1016/j.psychsport.2025.102848","DOIUrl":null,"url":null,"abstract":"<div><div>Physical literacy is a unifying concept that encompasses the physical competence, knowledge and understanding, motivation and confidence for engagement in life-long physical activity. In this study, we conducted a random-effects meta-analysis with meta-regression to examine (a) whether existing interventions were effective in enhancing individual's physical literacy and physical activity engagement, and (b) which factors moderated effectiveness of the interventions. The protocol of the meta-analysis was pre-registered in PROSPERO (Ref: CRD42020213898) on November 22, 2020. Specifically, a comprehensive literature search was conducted, and studies that evaluated any controlled intervention aimed to enhance physical literacy were included. Studies using either randomized or non-randomized designs were included. Intervention effects pertaining to each physical literacy component and activity engagement were pooled using a meta-analytical approach. Using meta-regressions, we investigated if study effects were moderated by characteristics of the interventions. Of the 29 studies included in the analyses, interventions successfully increased: physical competence (<em>k</em> = 18, <em>g</em> = 0.57), knowledge and understanding (<em>k</em> = 13, <em>g</em> = 0.55), motivation and confidence (<em>k</em> = 12, <em>g</em> = 0.44), global physical literacy (<em>k</em> = 27, <em>g</em> = 0.52), and engagement in physical activity (<em>k</em> = 13, <em>g</em> = 0.14). Intervention effects were weaker in school or university settings compared to non-educational settings and a positive bias for studies with smaller samples was found. While these findings were robust, long-term effectiveness of interventions should be further examined, as most included studies only evaluated short-term effects. Systematic approaches for the design and reporting of intervention components are also needed to help researchers design effective and scalable interventions in the future.</div></div>","PeriodicalId":54536,"journal":{"name":"Psychology of Sport and Exercise","volume":"79 ","pages":"Article 102848"},"PeriodicalIF":3.1000,"publicationDate":"2025-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identifying moderators of physical literacy interventions using meta-regression\",\"authors\":\"Johan Y.Y. Ng , Ying Fung , Raymond K.W. Sum , Cecilia H.S. Chan , Qing He , Bo Peng , Shan Jiang , Johannes Carl , Lisa M. Barnett , Amy S. Ha\",\"doi\":\"10.1016/j.psychsport.2025.102848\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Physical literacy is a unifying concept that encompasses the physical competence, knowledge and understanding, motivation and confidence for engagement in life-long physical activity. In this study, we conducted a random-effects meta-analysis with meta-regression to examine (a) whether existing interventions were effective in enhancing individual's physical literacy and physical activity engagement, and (b) which factors moderated effectiveness of the interventions. The protocol of the meta-analysis was pre-registered in PROSPERO (Ref: CRD42020213898) on November 22, 2020. Specifically, a comprehensive literature search was conducted, and studies that evaluated any controlled intervention aimed to enhance physical literacy were included. Studies using either randomized or non-randomized designs were included. Intervention effects pertaining to each physical literacy component and activity engagement were pooled using a meta-analytical approach. Using meta-regressions, we investigated if study effects were moderated by characteristics of the interventions. Of the 29 studies included in the analyses, interventions successfully increased: physical competence (<em>k</em> = 18, <em>g</em> = 0.57), knowledge and understanding (<em>k</em> = 13, <em>g</em> = 0.55), motivation and confidence (<em>k</em> = 12, <em>g</em> = 0.44), global physical literacy (<em>k</em> = 27, <em>g</em> = 0.52), and engagement in physical activity (<em>k</em> = 13, <em>g</em> = 0.14). Intervention effects were weaker in school or university settings compared to non-educational settings and a positive bias for studies with smaller samples was found. While these findings were robust, long-term effectiveness of interventions should be further examined, as most included studies only evaluated short-term effects. Systematic approaches for the design and reporting of intervention components are also needed to help researchers design effective and scalable interventions in the future.</div></div>\",\"PeriodicalId\":54536,\"journal\":{\"name\":\"Psychology of Sport and Exercise\",\"volume\":\"79 \",\"pages\":\"Article 102848\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-04-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Psychology of Sport and Exercise\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1469029225000470\",\"RegionNum\":2,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"HOSPITALITY, LEISURE, SPORT & TOURISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Psychology of Sport and Exercise","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1469029225000470","RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"HOSPITALITY, LEISURE, SPORT & TOURISM","Score":null,"Total":0}
Identifying moderators of physical literacy interventions using meta-regression
Physical literacy is a unifying concept that encompasses the physical competence, knowledge and understanding, motivation and confidence for engagement in life-long physical activity. In this study, we conducted a random-effects meta-analysis with meta-regression to examine (a) whether existing interventions were effective in enhancing individual's physical literacy and physical activity engagement, and (b) which factors moderated effectiveness of the interventions. The protocol of the meta-analysis was pre-registered in PROSPERO (Ref: CRD42020213898) on November 22, 2020. Specifically, a comprehensive literature search was conducted, and studies that evaluated any controlled intervention aimed to enhance physical literacy were included. Studies using either randomized or non-randomized designs were included. Intervention effects pertaining to each physical literacy component and activity engagement were pooled using a meta-analytical approach. Using meta-regressions, we investigated if study effects were moderated by characteristics of the interventions. Of the 29 studies included in the analyses, interventions successfully increased: physical competence (k = 18, g = 0.57), knowledge and understanding (k = 13, g = 0.55), motivation and confidence (k = 12, g = 0.44), global physical literacy (k = 27, g = 0.52), and engagement in physical activity (k = 13, g = 0.14). Intervention effects were weaker in school or university settings compared to non-educational settings and a positive bias for studies with smaller samples was found. While these findings were robust, long-term effectiveness of interventions should be further examined, as most included studies only evaluated short-term effects. Systematic approaches for the design and reporting of intervention components are also needed to help researchers design effective and scalable interventions in the future.
期刊介绍:
Psychology of Sport and Exercise is an international forum for scholarly reports in the psychology of sport and exercise, broadly defined. The journal is open to the use of diverse methodological approaches. Manuscripts that will be considered for publication will present results from high quality empirical research, systematic reviews, meta-analyses, commentaries concerning already published PSE papers or topics of general interest for PSE readers, protocol papers for trials, and reports of professional practice (which will need to demonstrate academic rigour and go beyond mere description). The CONSORT guidelines consort-statement need to be followed for protocol papers for trials; authors should present a flow diagramme and attach with their cover letter the CONSORT checklist. For meta-analysis, the PRISMA prisma-statement guidelines should be followed; authors should present a flow diagramme and attach with their cover letter the PRISMA checklist. For systematic reviews it is recommended that the PRISMA guidelines are followed, although it is not compulsory. Authors interested in submitting replications of published studies need to contact the Editors-in-Chief before they start their replication. We are not interested in manuscripts that aim to test the psychometric properties of an existing scale from English to another language, unless new validation methods are used which address previously unanswered research questions.