Background: The aim of this study is to present how physical activity (PA) affects life satisfaction (LS) among individuals working in small societies with stressful and sedentary work environments. This study investigates the complex pathways through which PA enhances LS among banking and insurance employees-a population facing unique occupational stressors within a small society context of 476,214 residents. Drawing on Conservation of Resources and Self-Determination theories, this study examines how work-life balance, competence satisfaction, and job motivation mediate this relationship.
Methods: Data collected from 429 banking and insurance employees in Northern Cyprus were analyzed using Hayes' PROCESS macro to test direct and indirect effects. The study employed a cross-sectional survey design with hardcopy questionnaires distributed to employees across both sectors.
Results: Results reveal that PA significantly influences LS both directly (β = 0.137, P = .004) and through multiple mediating pathways. Notably, work-life balance fully mediates the relationship between PA and competence satisfaction, supporting the resource-generation function of exercise. The significant serial mediation pathway demonstrates how regular PA initiates a positive chain reaction in professional settings. Furthermore, these findings uncover bidirectional relationships between workplace factors and LS, suggesting a more dynamic interplay than previously theorized.
Conclusions: These results provide compelling evidence that workplace wellness initiatives should integrate PA programs with supportive work-life balance policies to maximize employee well-being. Furthermore, they highlight the importance of developing evidence-based strategies to enhance employee quality of life in demanding professional environments.
背景:本研究的目的是介绍体力活动(PA)如何影响生活满意度(LS)的个人在小社会压力和久坐的工作环境中工作。本研究在476,214名居民的小社会背景下,探讨了银行和保险雇员——一个面临独特职业压力源的人群——通过PA增强LS的复杂途径。本研究以资源保护理论和自我决定理论为基础,探讨工作与生活平衡、胜任力满意度和工作动机如何调节这一关系。方法:采用Hayes’s PROCESS宏观分析方法对北塞浦路斯429名银行和保险业从业人员的数据进行直接和间接影响分析。该研究采用横断面调查设计,将纸质问卷分发给两个部门的员工。结果:PA对LS有直接影响(β = 0.137, P = 0.004),并通过多种介导途径对LS有显著影响。值得注意的是,工作-生活平衡充分中介了PA与胜任力满意度之间的关系,支持运动的资源生成功能。显著的串行中介途径证明了常规PA如何在专业设置中启动积极的连锁反应。此外,这些发现揭示了工作场所因素与LS之间的双向关系,表明其相互作用比先前的理论更为动态。结论:这些结果提供了令人信服的证据,表明工作场所健康计划应该将个人护理计划与支持性的工作与生活平衡政策相结合,以最大限度地提高员工的幸福感。此外,他们强调了发展循证战略的重要性,以提高员工在苛刻的专业环境中的生活质量。
{"title":"Workplace Wellness Redefined: How Physical Activity Enhances Life Satisfaction Through Work-Life Balance, Competence Satisfaction, and Job Motivation in Banking and Insurance Employees in Small Societies.","authors":"Melda Ünal, Mehmet Ali Ekemen","doi":"10.1123/jpah.2025-0392","DOIUrl":"https://doi.org/10.1123/jpah.2025-0392","url":null,"abstract":"<p><strong>Background: </strong>The aim of this study is to present how physical activity (PA) affects life satisfaction (LS) among individuals working in small societies with stressful and sedentary work environments. This study investigates the complex pathways through which PA enhances LS among banking and insurance employees-a population facing unique occupational stressors within a small society context of 476,214 residents. Drawing on Conservation of Resources and Self-Determination theories, this study examines how work-life balance, competence satisfaction, and job motivation mediate this relationship.</p><p><strong>Methods: </strong>Data collected from 429 banking and insurance employees in Northern Cyprus were analyzed using Hayes' PROCESS macro to test direct and indirect effects. The study employed a cross-sectional survey design with hardcopy questionnaires distributed to employees across both sectors.</p><p><strong>Results: </strong>Results reveal that PA significantly influences LS both directly (β = 0.137, P = .004) and through multiple mediating pathways. Notably, work-life balance fully mediates the relationship between PA and competence satisfaction, supporting the resource-generation function of exercise. The significant serial mediation pathway demonstrates how regular PA initiates a positive chain reaction in professional settings. Furthermore, these findings uncover bidirectional relationships between workplace factors and LS, suggesting a more dynamic interplay than previously theorized.</p><p><strong>Conclusions: </strong>These results provide compelling evidence that workplace wellness initiatives should integrate PA programs with supportive work-life balance policies to maximize employee well-being. Furthermore, they highlight the importance of developing evidence-based strategies to enhance employee quality of life in demanding professional environments.</p>","PeriodicalId":16812,"journal":{"name":"Journal of physical activity & health","volume":" ","pages":"1-11"},"PeriodicalIF":2.6,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Limitations have been noted for the employ of social return on investment (SROI) in physical activity and sport (PAS). A group of researchers recently produced a series of papers describing their efforts to standardize the application of SROI to PAS. Two of these papers, a systematic review and a subsequent commentary summarizing lessons learned from a Delphi study of experts, were published in the Journal of Physical Activity and Health. In this commentary, I reflect on the findings of the systematic review and respond to the lessons learned. In their lessons learned, Nieto et al conclude no causal evidence exists for relationships between PAS with crime, social capital, or the environment. Furthermore, limited evidence exists for causality between PAS and some indicators of educational attainment and subjective well-being. Given that a critical component of a properly conducted SROI is the development of a logic model describing the causal relationship between inputs, outputs, and outcomes, I argue that the lack of causal relationships for much of the key outcomes for PAS is problematic. I identify other limitations for the current body of SROIs for PAS including mostly unpublished commissioned works and a lack of regulatory mechanisms. I applaud efforts to establish consensus for good practice in the application of SROI approaches to PAS. However, an additional apparent lesson from the work of Nieto and colleagues is that most SROIs are making faulty and inflated claims about the impact of PAS on social outcomes (eg, crime).
社会投资回报率(SROI)在体育活动和运动(PAS)中的应用的局限性已被注意到。一组研究人员最近发表了一系列论文,描述了他们为标准化SROI在PAS中的应用所做的努力。其中两篇论文发表在《体育活动与健康杂志》(Journal of Physical Activity and Health)上,一篇是系统综述,另一篇是随后的评论,总结了从专家德尔菲研究中得到的经验教训。在这篇评论中,我反思了系统评价的发现,并回应了从中吸取的教训。在他们的经验教训中,涅托等人得出结论,没有证据表明PAS与犯罪、社会资本或环境之间存在因果关系。此外,有限的证据存在PAS和一些指标的教育成就和主观幸福感之间的因果关系。鉴于正确执行SROI的关键组成部分是开发描述输入、输出和结果之间因果关系的逻辑模型,我认为PAS的许多关键结果缺乏因果关系是有问题的。我确定了目前PAS的sroi主体的其他限制,包括大多数未发表的委托作品和缺乏监管机制。我赞赏为将SROI方法应用于PAS的良好实践建立共识的努力。然而,从涅托和他的同事的工作中得到的另一个明显的教训是,大多数sroi都在错误地夸大PAS对社会结果(如犯罪)的影响。
{"title":"Social Return on Investment in Physical Activity and Sport: Is the Emperor Wearing Any Clothes?","authors":"John C Spence","doi":"10.1123/jpah.2025-0852","DOIUrl":"https://doi.org/10.1123/jpah.2025-0852","url":null,"abstract":"<p><p>Limitations have been noted for the employ of social return on investment (SROI) in physical activity and sport (PAS). A group of researchers recently produced a series of papers describing their efforts to standardize the application of SROI to PAS. Two of these papers, a systematic review and a subsequent commentary summarizing lessons learned from a Delphi study of experts, were published in the Journal of Physical Activity and Health. In this commentary, I reflect on the findings of the systematic review and respond to the lessons learned. In their lessons learned, Nieto et al conclude no causal evidence exists for relationships between PAS with crime, social capital, or the environment. Furthermore, limited evidence exists for causality between PAS and some indicators of educational attainment and subjective well-being. Given that a critical component of a properly conducted SROI is the development of a logic model describing the causal relationship between inputs, outputs, and outcomes, I argue that the lack of causal relationships for much of the key outcomes for PAS is problematic. I identify other limitations for the current body of SROIs for PAS including mostly unpublished commissioned works and a lack of regulatory mechanisms. I applaud efforts to establish consensus for good practice in the application of SROI approaches to PAS. However, an additional apparent lesson from the work of Nieto and colleagues is that most SROIs are making faulty and inflated claims about the impact of PAS on social outcomes (eg, crime).</p>","PeriodicalId":16812,"journal":{"name":"Journal of physical activity & health","volume":" ","pages":"1-2"},"PeriodicalIF":2.6,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146028855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mahdi Rostami Haji Abadi, Farzana Sadia, Sarah A Moore, Mark S Tremblay, Richard Larouche
Background: This review combined studies included in 3 systematic reviews of the measurement properties of physical activity (PA) questionnaires in children to explore: (1) if any questionnaire was specifically developed for or validated in children with chronic conditions or disabilities; (2) to what extent the inclusion/exclusion of these children was reported; (3) whether any specific chronic conditions or disabilities were more commonly excluded; and (4) if the percentage of papers reporting inclusion/exclusion of children with chronic conditions or disabilities changed over time.
Methods: Two independent investigators reviewed included papers (N = 216) that reported at least one psychometric property of PA questionnaires for children and extracted data, including study populations and inclusion/exclusion of children with chronic conditions or disabilities. Chi-square tests were used to assess changes in reporting about inclusion/exclusion of these children between the 3 reviews.
Results: Only 8 papers (4%) evaluated newly developed questionnaires or tested existing ones specifically in children with chronic conditions or disabilities. Forty-eight papers (22%) reported whether they included or excluded children with chronic conditions or disabilities. About 3 times more papers reported exclusion (n = 40; 19%) versus inclusion (n = 13; 6%) of children with chronic conditions or disabilities. Exclusions included either all chronic conditions or disabilities, those limiting PA participation, or specific chronic conditions or disabilities. Although more studies in the latest review reported about inclusion/exclusion (P < .05), the proportion remained low (31%).
Conclusion: More PA questionnaires should be developed and/or validated in children with chronic conditions or disabilities and studies should avoid excluding these children whenever possible.
{"title":"Inclusion of Children With Chronic Diseases or Disabilities in Studies Assessing Measurement Properties of Physical Activity Questionnaires: A Literature Review.","authors":"Mahdi Rostami Haji Abadi, Farzana Sadia, Sarah A Moore, Mark S Tremblay, Richard Larouche","doi":"10.1123/jpah.2024-0332","DOIUrl":"https://doi.org/10.1123/jpah.2024-0332","url":null,"abstract":"<p><strong>Background: </strong>This review combined studies included in 3 systematic reviews of the measurement properties of physical activity (PA) questionnaires in children to explore: (1) if any questionnaire was specifically developed for or validated in children with chronic conditions or disabilities; (2) to what extent the inclusion/exclusion of these children was reported; (3) whether any specific chronic conditions or disabilities were more commonly excluded; and (4) if the percentage of papers reporting inclusion/exclusion of children with chronic conditions or disabilities changed over time.</p><p><strong>Methods: </strong>Two independent investigators reviewed included papers (N = 216) that reported at least one psychometric property of PA questionnaires for children and extracted data, including study populations and inclusion/exclusion of children with chronic conditions or disabilities. Chi-square tests were used to assess changes in reporting about inclusion/exclusion of these children between the 3 reviews.</p><p><strong>Results: </strong>Only 8 papers (4%) evaluated newly developed questionnaires or tested existing ones specifically in children with chronic conditions or disabilities. Forty-eight papers (22%) reported whether they included or excluded children with chronic conditions or disabilities. About 3 times more papers reported exclusion (n = 40; 19%) versus inclusion (n = 13; 6%) of children with chronic conditions or disabilities. Exclusions included either all chronic conditions or disabilities, those limiting PA participation, or specific chronic conditions or disabilities. Although more studies in the latest review reported about inclusion/exclusion (P < .05), the proportion remained low (31%).</p><p><strong>Conclusion: </strong>More PA questionnaires should be developed and/or validated in children with chronic conditions or disabilities and studies should avoid excluding these children whenever possible.</p>","PeriodicalId":16812,"journal":{"name":"Journal of physical activity & health","volume":" ","pages":"1-15"},"PeriodicalIF":2.6,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Qian Zhang, Yao Yao, Yanling Wei, Yansun Sun, Siqi Zhu, Li Yi, Ying Shan
Background: Venous thromboembolism (VTE) constitutes a significant global health burden, yet the contribution of circadian rhythm disruptions to VTE risk remains insufficiently characterized. This study investigated the independent and joint associations of rest-activity circadian rhythm and physical activity (PA) with VTE incidence in a large cohort.
Methods: A total of 89,473 UK Biobank participants were analyzed (median follow-up: 12.7 y). Rest-activity rhythm was assessed using accelerometer-derived relative amplitude (RA), and PA was measured by average daily acceleration. VTE events were ascertained via International Classification of Diseases, 10th Revision codes. Cox regression models were used to evaluate linear, nonlinear, and joint associations, adjusting for sociodemographic and clinical covariates. Sensitivity analyses, subgroup analyses, and E-value calculations further supported the robustness of the findings.
Results: Each SD increase in RA was associated with a 12% lower VTE risk (hazard ratio, 0.88; 95% CI, 0.85-0.91). Nonlinear analysis of PA identified an inflection point at 30.4mg (milligravity); PA below this level was associated with a 37% higher risk (hazard ratio, 1.37; 95% CI, 1.21-1.54). Participants with both low RA and low PA had a 54% higher VTE risk compared with those with high RA and high PA (hazard ratio, 1.54; 95% CI, 1.34-1.76). Chronotype showed no significant association with VTE.
Conclusions: This large-scale cohort study demonstrates that disrupted circadian rhythms and low PA are independently and jointly associated with elevated VTE risk. These findings suggest that circadian and activity monitoring, for example, via wearable devices, may have potential utility in future VTE risk assessment particularly among high-risk populations.
背景:静脉血栓栓塞(VTE)构成了重大的全球健康负担,然而昼夜节律中断对VTE风险的贡献仍未充分表征。本研究在一个大型队列中调查了休息-活动昼夜节律和身体活动(PA)与静脉血栓栓塞发生率的独立和联合关联。方法:共分析了89,473名英国生物银行参与者(中位随访时间:12.7年)。休息-活动节律采用加速度计推导的相对振幅(RA)评估,PA采用平均日加速度测量。VTE事件通过国际疾病分类第十次修订代码确定。Cox回归模型用于评估线性、非线性和联合关联,调整社会人口统计学和临床协变量。敏感性分析、亚组分析和e值计算进一步支持了研究结果的稳健性。结果:RA每增加一个SD,静脉血栓栓塞风险降低12%(风险比0.88;95% CI 0.85-0.91)。非线性分析发现,PA在30.4mg(毫克重力)处出现拐点;PA低于此水平与37%的高风险相关(风险比,1.37;95% CI, 1.21-1.54)。低RA和低PA的参与者与高RA和高PA的参与者相比,VTE风险高54%(风险比,1.54;95% CI, 1.34-1.76)。时间类型与静脉血栓栓塞无显著相关性。结论:这项大规模队列研究表明,昼夜节律紊乱和低PA与静脉血栓栓塞风险升高独立或共同相关。这些发现表明,例如,通过可穿戴设备进行昼夜节律和活动监测,可能在未来静脉血栓栓塞风险评估中具有潜在的实用性,特别是在高风险人群中。
{"title":"Independent and Joint Associations of Circadian Rhythm Patterns and Physical Activity Levels With Venous Thromboembolism: A Large-Scale Cohort Study Using Accelerometry Measurements.","authors":"Qian Zhang, Yao Yao, Yanling Wei, Yansun Sun, Siqi Zhu, Li Yi, Ying Shan","doi":"10.1123/jpah.2025-0457","DOIUrl":"https://doi.org/10.1123/jpah.2025-0457","url":null,"abstract":"<p><strong>Background: </strong>Venous thromboembolism (VTE) constitutes a significant global health burden, yet the contribution of circadian rhythm disruptions to VTE risk remains insufficiently characterized. This study investigated the independent and joint associations of rest-activity circadian rhythm and physical activity (PA) with VTE incidence in a large cohort.</p><p><strong>Methods: </strong>A total of 89,473 UK Biobank participants were analyzed (median follow-up: 12.7 y). Rest-activity rhythm was assessed using accelerometer-derived relative amplitude (RA), and PA was measured by average daily acceleration. VTE events were ascertained via International Classification of Diseases, 10th Revision codes. Cox regression models were used to evaluate linear, nonlinear, and joint associations, adjusting for sociodemographic and clinical covariates. Sensitivity analyses, subgroup analyses, and E-value calculations further supported the robustness of the findings.</p><p><strong>Results: </strong>Each SD increase in RA was associated with a 12% lower VTE risk (hazard ratio, 0.88; 95% CI, 0.85-0.91). Nonlinear analysis of PA identified an inflection point at 30.4mg (milligravity); PA below this level was associated with a 37% higher risk (hazard ratio, 1.37; 95% CI, 1.21-1.54). Participants with both low RA and low PA had a 54% higher VTE risk compared with those with high RA and high PA (hazard ratio, 1.54; 95% CI, 1.34-1.76). Chronotype showed no significant association with VTE.</p><p><strong>Conclusions: </strong>This large-scale cohort study demonstrates that disrupted circadian rhythms and low PA are independently and jointly associated with elevated VTE risk. These findings suggest that circadian and activity monitoring, for example, via wearable devices, may have potential utility in future VTE risk assessment particularly among high-risk populations.</p>","PeriodicalId":16812,"journal":{"name":"Journal of physical activity & health","volume":" ","pages":"1-9"},"PeriodicalIF":2.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030210","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Simone A Tomaz, Colin B Shore, Gemma C Ryde, Leonie A N Cooper, Pete Coffee, Hannah L Bradwell, Catherine H Hennessy, Ray B Jones, Richard Haynes, Anna C Whittaker
Background: The use of digital technology for supporting physical activity (PA) in older adults has increased recently despite the paucity of research exploring perceptions and age-appropriateness of these technologies.
Methods: Older adults (n = 120) residing in care homes (n = 45) and living independently (n = 75) in England and Scotland, as well as care home staff (n = 30) and young adults (n = 7) appraised a variety of different PA technologies (eg, online and digital platforms, exergames, and virtual reality headsets) through a multiphase approach. Technologies were presented as a "menu" to participants to select at interactive sessions. Feedback was collected through focus groups, interviews, codesign workshops, and field notes, all analyzed thematically. Participant characteristics including PA levels and familiarity with technology were collected via questionnaire at baseline and after appraising selected technologies.
Results: Qualitative findings explored 6 overarching themes: (1) recognizing the potential of technology, (2) suitability of PA technology, (3) barriers to using PA technology, (4) motivation to engage with digital technology, (5) content suggestions for future PA technology, and (6) preferences for PA technology delivery. PA engagement and prior experience with digital technologies varied greatly at baseline. Overall, participants' perceptions and appraisal of the PA technologies varied according to their context and setting, prior experience with technology, and PA engagement. Quantitative data were challenging to gather, with complete data available from only 18% out of those consented.
Conclusions: Older adults in this study demonstrated a keen interest in digital technologies for PA, but context- and health-related barriers for engagement with these tools need addressing.
{"title":"Generating Older Active Lives Digitally (GOALD): Exploring Older Adults' Views of Digital Technology for Physical Activity.","authors":"Simone A Tomaz, Colin B Shore, Gemma C Ryde, Leonie A N Cooper, Pete Coffee, Hannah L Bradwell, Catherine H Hennessy, Ray B Jones, Richard Haynes, Anna C Whittaker","doi":"10.1123/jpah.2024-0799","DOIUrl":"https://doi.org/10.1123/jpah.2024-0799","url":null,"abstract":"<p><strong>Background: </strong>The use of digital technology for supporting physical activity (PA) in older adults has increased recently despite the paucity of research exploring perceptions and age-appropriateness of these technologies.</p><p><strong>Methods: </strong>Older adults (n = 120) residing in care homes (n = 45) and living independently (n = 75) in England and Scotland, as well as care home staff (n = 30) and young adults (n = 7) appraised a variety of different PA technologies (eg, online and digital platforms, exergames, and virtual reality headsets) through a multiphase approach. Technologies were presented as a \"menu\" to participants to select at interactive sessions. Feedback was collected through focus groups, interviews, codesign workshops, and field notes, all analyzed thematically. Participant characteristics including PA levels and familiarity with technology were collected via questionnaire at baseline and after appraising selected technologies.</p><p><strong>Results: </strong>Qualitative findings explored 6 overarching themes: (1) recognizing the potential of technology, (2) suitability of PA technology, (3) barriers to using PA technology, (4) motivation to engage with digital technology, (5) content suggestions for future PA technology, and (6) preferences for PA technology delivery. PA engagement and prior experience with digital technologies varied greatly at baseline. Overall, participants' perceptions and appraisal of the PA technologies varied according to their context and setting, prior experience with technology, and PA engagement. Quantitative data were challenging to gather, with complete data available from only 18% out of those consented.</p><p><strong>Conclusions: </strong>Older adults in this study demonstrated a keen interest in digital technologies for PA, but context- and health-related barriers for engagement with these tools need addressing.</p>","PeriodicalId":16812,"journal":{"name":"Journal of physical activity & health","volume":" ","pages":"1-13"},"PeriodicalIF":2.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Discourses of Climate Delay in the Fields of Physical Activity and Sport Promotion.","authors":"Karim Abu-Omar","doi":"10.1123/jpah.2025-0880","DOIUrl":"https://doi.org/10.1123/jpah.2025-0880","url":null,"abstract":"","PeriodicalId":16812,"journal":{"name":"Journal of physical activity & health","volume":" ","pages":"1-2"},"PeriodicalIF":2.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030175","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anne Backes, Lu Zhang, Gloria Aguayo, Guy Fagherazzi, Laurent Malisoux
Background: Movement behavior is inherently complex and heterogeneous, making it difficult to capture using a single indicator. To better identify meaningful movement behavior phenotypes, robust dimensionality reduction techniques are needed that integrate multiple behavioral dimensions while preserving their continuous nature. This study aimed to identify distinct movement behavior phenotypes and to investigate how variations in movement behavior phenotypes relate to cardiometabolic health biomarkers.
Methods: This cross-sectional study included 1009 Luxembourg residents aged 25-79 years, each with at least 4 valid days of triaxial accelerometry data. A reversed graph embedding method was used to reduce the complexity of movement behaviors into a 2-dimensional tree structure, enabling the identification of distinct phenotypes. Separate linear regression models were used to assess associations between the derived tree dimensions and both movement behavior indicators and cardiometabolic health biomarkers.
Results: Four distinct movement behavior phenotypes were identified: inactive, irregularly active, regularly active, and regularly low active. Both tree dimensions were favorably associated with cardiometabolic health outcomes, suggesting that higher overall activity volume, regardless of its regularity, may offer health benefits. Average 24-hour acceleration and total step count emerged as the most influential indicators contributing to phenotypic variation.
Conclusion: This study demonstrates that a novel dimensionality reduction approach effectively captures the complexity of movement behaviors, identifies key movement behavior indicators, and distinguishes between meaningful phenotypes. The findings provide new insights into behavioral heterogeneity and highlight key movement dimensions linked to cardiometabolic health.
{"title":"Phenotypic Heterogeneity of Movement Behaviors and Its Association With Cardiometabolic Health Using Data From the ORISCAV-LUX 2 Study.","authors":"Anne Backes, Lu Zhang, Gloria Aguayo, Guy Fagherazzi, Laurent Malisoux","doi":"10.1123/jpah.2025-0587","DOIUrl":"https://doi.org/10.1123/jpah.2025-0587","url":null,"abstract":"<p><strong>Background: </strong>Movement behavior is inherently complex and heterogeneous, making it difficult to capture using a single indicator. To better identify meaningful movement behavior phenotypes, robust dimensionality reduction techniques are needed that integrate multiple behavioral dimensions while preserving their continuous nature. This study aimed to identify distinct movement behavior phenotypes and to investigate how variations in movement behavior phenotypes relate to cardiometabolic health biomarkers.</p><p><strong>Methods: </strong>This cross-sectional study included 1009 Luxembourg residents aged 25-79 years, each with at least 4 valid days of triaxial accelerometry data. A reversed graph embedding method was used to reduce the complexity of movement behaviors into a 2-dimensional tree structure, enabling the identification of distinct phenotypes. Separate linear regression models were used to assess associations between the derived tree dimensions and both movement behavior indicators and cardiometabolic health biomarkers.</p><p><strong>Results: </strong>Four distinct movement behavior phenotypes were identified: inactive, irregularly active, regularly active, and regularly low active. Both tree dimensions were favorably associated with cardiometabolic health outcomes, suggesting that higher overall activity volume, regardless of its regularity, may offer health benefits. Average 24-hour acceleration and total step count emerged as the most influential indicators contributing to phenotypic variation.</p><p><strong>Conclusion: </strong>This study demonstrates that a novel dimensionality reduction approach effectively captures the complexity of movement behaviors, identifies key movement behavior indicators, and distinguishes between meaningful phenotypes. The findings provide new insights into behavioral heterogeneity and highlight key movement dimensions linked to cardiometabolic health.</p>","PeriodicalId":16812,"journal":{"name":"Journal of physical activity & health","volume":" ","pages":"1-11"},"PeriodicalIF":2.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Evelin Mäestu, Marko Uibu, Katrin Mägi, Merike Kull
Background: Comprehensive school-based physical activity (PA) interventions are considered effective for fostering movement-supportive school cultures. This study examined differences in fourth-grade students' satisfaction with PA opportunities between schools participating in the School in Motion (SiM) network and nonnetwork schools in Estonia from 2018 to 2024.
Methods: Data from 77,677 fourth-grade students (participation rate 70%-81%) in the National School Satisfaction Survey were analyzed. Satisfaction was assessed on a 5-point Likert scale and dichotomized into "satisfied" (Ratings 4-5) and "not satisfied" (Ratings 1-3). Proportions of satisfied students were calculated annually, and differences between school types were analyzed using Generalized linear mixed models, with school as a random intercept, adjusting for language of instruction and regional poverty rates.
Results: Students in SiM network consistently reported higher satisfaction with PA opportunities in almost all survey years (P < .001). Overall satisfaction with PA opportunities ranged from 36.5% to 41.9% in SiM network and 29.7% to 34.4% in nonnetwork schools. Differences remained significant after adjusting for socioeconomic factors (odds ratios [OR] = 1.21-1.35; P < .001). The strongest difference was observed for student-organized activities (OR 1.29-2.40), while active lessons (OR 1.16-1.39) and teacher encouragement (OR 1.09-1.31) showed modest but consistent effects. For recess-related opportunities, effects were smaller, ranging from OR 0.98 to 1.19 for indoor recess and OR 0.74 to 1.30 for outdoor recess.
Conclusions: Participation in the SiM network was associated with higher student satisfaction with school-based PA opportunities. Whole-of-school approaches may help to promote more equitable access to PA and contribute to movement-supportive school cultures.
{"title":"A Comparative Analysis of Fourth-Grade Students' Satisfaction With Opportunities for Physical Activity in \"School in Motion\" and Nonnetwork Schools: Findings From National Satisfaction Survey, 2018-2024.","authors":"Evelin Mäestu, Marko Uibu, Katrin Mägi, Merike Kull","doi":"10.1123/jpah.2025-0365","DOIUrl":"10.1123/jpah.2025-0365","url":null,"abstract":"<p><strong>Background: </strong>Comprehensive school-based physical activity (PA) interventions are considered effective for fostering movement-supportive school cultures. This study examined differences in fourth-grade students' satisfaction with PA opportunities between schools participating in the School in Motion (SiM) network and nonnetwork schools in Estonia from 2018 to 2024.</p><p><strong>Methods: </strong>Data from 77,677 fourth-grade students (participation rate 70%-81%) in the National School Satisfaction Survey were analyzed. Satisfaction was assessed on a 5-point Likert scale and dichotomized into \"satisfied\" (Ratings 4-5) and \"not satisfied\" (Ratings 1-3). Proportions of satisfied students were calculated annually, and differences between school types were analyzed using Generalized linear mixed models, with school as a random intercept, adjusting for language of instruction and regional poverty rates.</p><p><strong>Results: </strong>Students in SiM network consistently reported higher satisfaction with PA opportunities in almost all survey years (P < .001). Overall satisfaction with PA opportunities ranged from 36.5% to 41.9% in SiM network and 29.7% to 34.4% in nonnetwork schools. Differences remained significant after adjusting for socioeconomic factors (odds ratios [OR] = 1.21-1.35; P < .001). The strongest difference was observed for student-organized activities (OR 1.29-2.40), while active lessons (OR 1.16-1.39) and teacher encouragement (OR 1.09-1.31) showed modest but consistent effects. For recess-related opportunities, effects were smaller, ranging from OR 0.98 to 1.19 for indoor recess and OR 0.74 to 1.30 for outdoor recess.</p><p><strong>Conclusions: </strong>Participation in the SiM network was associated with higher student satisfaction with school-based PA opportunities. Whole-of-school approaches may help to promote more equitable access to PA and contribute to movement-supportive school cultures.</p>","PeriodicalId":16812,"journal":{"name":"Journal of physical activity & health","volume":" ","pages":"1-10"},"PeriodicalIF":2.6,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030129","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Patrick Jachyra, Tine Van Damme, Sean Healy, Brendon Stubbs, Carl Zhou, Nicholas Fabiano
{"title":"Physical Activity for Autistic Children and Adolescents: Key Considerations to Support Participation and Future Directions.","authors":"Patrick Jachyra, Tine Van Damme, Sean Healy, Brendon Stubbs, Carl Zhou, Nicholas Fabiano","doi":"10.1123/jpah.2025-0811","DOIUrl":"https://doi.org/10.1123/jpah.2025-0811","url":null,"abstract":"","PeriodicalId":16812,"journal":{"name":"Journal of physical activity & health","volume":" ","pages":"1-4"},"PeriodicalIF":2.6,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145863308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Charles Phillipe de Lucena Alves, João de Deus Barreto Segundo, Eduardo Caldas Costa
{"title":"Transparency and Integrity in Physical Activity Research: A Call to Strengthen Scientific Foundations.","authors":"Charles Phillipe de Lucena Alves, João de Deus Barreto Segundo, Eduardo Caldas Costa","doi":"10.1123/jpah.2025-0809","DOIUrl":"https://doi.org/10.1123/jpah.2025-0809","url":null,"abstract":"","PeriodicalId":16812,"journal":{"name":"Journal of physical activity & health","volume":" ","pages":"1-3"},"PeriodicalIF":2.6,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145863299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}