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Composite activity type and stride-specific energy expenditure estimation model for thigh-worn accelerometry 用于大腿佩戴式加速度计的复合活动类型和特定步长能量消耗估算模型
IF 8.7 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2024-09-10 DOI: 10.1186/s12966-024-01646-y
Claas Lendt, Niklas Hansen, Ingo Froböse, Tom Stewart
Accurately measuring energy expenditure during physical activity outside of the laboratory is challenging, especially on a large scale. Thigh-worn accelerometers have gained popularity due to the possibility to accurately detect physical activity types. The use of machine learning techniques for activity classification and energy expenditure prediction may improve accuracy over current methods. Here, we developed a novel composite energy expenditure estimation model by combining an activity classification model with a stride specific energy expenditure model for walking, running, and cycling. We first trained a supervised deep learning activity classification model using pooled data from available adult accelerometer datasets. The composite energy expenditure model was then developed and validated using additional data based on a sample of 69 healthy adult participants (49% female; age = 25.2 ± 5.8 years) who completed a standardised activity protocol with indirect calorimetry as the reference measure. The activity classification model showed an overall accuracy of 99.7% across all five activity types during validation. The composite model for estimating energy expenditure achieved a mean absolute percentage error of 10.9%. For running, walking, and cycling, the composite model achieved a mean absolute percentage error of 6.6%, 7.9% and 16.1%, respectively. The integration of thigh-worn accelerometers with machine learning models provides a highly accurate method for classifying physical activity types and estimating energy expenditure. Our novel composite model approach improves the accuracy of energy expenditure measurements and supports better monitoring and assessment methods in non-laboratory settings.
在实验室外精确测量体力活动时的能量消耗具有挑战性,尤其是在大规模测量时。由于大腿佩戴式加速度计可以准确检测体力活动类型,因此越来越受欢迎。与目前的方法相比,使用机器学习技术进行活动分类和能量消耗预测可能会提高准确性。在这里,我们通过将活动分类模型与步行、跑步和骑自行车的步幅特定能量消耗模型相结合,开发了一种新型的复合能量消耗估算模型。我们首先利用现有成人加速度计数据集的集合数据训练了一个有监督的深度学习活动分类模型。然后,我们利用 69 名健康成年参与者(49% 为女性;年龄 = 25.2 ± 5.8 岁)的额外数据开发并验证了综合能量消耗模型,这些参与者完成了以间接热量计为参考测量方法的标准化活动方案。在验证过程中,活动分类模型对所有五种活动类型的总体准确率为 99.7%。估算能量消耗的综合模型的平均绝对百分比误差为 10.9%。对于跑步、步行和骑自行车,综合模型的平均绝对百分比误差分别为 6.6%、7.9% 和 16.1%。大腿佩戴式加速度计与机器学习模型的整合,为体力活动类型的分类和能量消耗的估算提供了一种高度精确的方法。我们的新型复合模型方法提高了能量消耗测量的准确性,并支持在非实验室环境下采用更好的监测和评估方法。
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引用次数: 0
The associations of muscle-strengthening exercise with recurrence and mortality among breast cancer survivors: a systematic review 肌肉强化运动与乳腺癌幸存者复发和死亡率的关系:系统综述
IF 8.7 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2024-09-10 DOI: 10.1186/s12966-024-01644-0
Oliver W.A. Wilson, Kaitlyn M. Wojcik, Dalya Kamil, Jessica Gorzelitz, Gisela Butera, Charles E. Matthews, Jinani Jayasekera
Our systematic review aimed to critically evaluate empirical literature describing the association of muscle-strengthening exercise (MSE) with recurrence and/or mortality among breast cancer survivors. We included English-language empirical research studies examining the association between MSE and recurrence and/or mortality among females diagnosed with breast cancer. Seven databases (MEDLINE, PsycINFO, Embase, Scopus, Web of Science, Cochrane CENTRAL, and CINAHL) were searched in September 2023. Quality was appraised using the Mixed Methods Appraisal Tool. Results are summarized descriptively. Five sources were identified. MSE measurement differed in relation to the description of the MSE (i.e., muscle-strengthening vs. strength training), examples of activities (e.g., sit-ups or push-ups vs. calisthenics vs. circuit training), and exercise frequency (i.e., days vs. times/week). Findings offer provisional evidence that some MSE may lower the hazards of recurrence and mortality. This association may vary by race, weight status, and menopausal status. In summary, limited available evidence suggests that MSE may lower the hazards of recurrence and mortality. More consistent measurement and analyses would help generate findings that are more readily comparable and applicable to inform clinical practice. Further research is needed to improve understanding of the strength and differences of these associations among underserved and underrepresented women.
我们的系统性综述旨在对描述肌肉强化运动(MSE)与乳腺癌幸存者复发和/或死亡率之间关系的实证文献进行批判性评估。我们纳入了研究MSE与乳腺癌女性患者复发和/或死亡率之间关系的英文实证研究。我们在 2023 年 9 月检索了七个数据库(MEDLINE、PsycINFO、Embase、Scopus、Web of Science、Cochrane CENTRAL 和 CINAHL)。采用混合方法评估工具对研究质量进行了评估。对结果进行了描述性总结。确定了五个来源。MSE测量在MSE描述(即肌肉强化与力量训练)、活动示例(如仰卧起坐或俯卧撑与健身操与循环训练)和运动频率(即天数与次数/周)方面存在差异。研究结果提供了一些临时证据,表明某些 MSE 可降低复发率和死亡率。这种关联可能因种族、体重状况和绝经状况而异。总之,有限的现有证据表明,MSE 可能会降低复发率和死亡率。更加一致的测量和分析将有助于得出更易于比较和适用于临床实践的研究结果。还需要进一步研究,以更好地了解这些关联在服务不足和代表性不足的女性中的强度和差异。
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引用次数: 0
Effectiveness of a parent-focused intervention targeting 24-hour movement behaviours in preschool-aged children: a randomised controlled trial 针对学龄前儿童 24 小时运动行为的家长干预措施的效果:随机对照试验
IF 8.7 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2024-09-09 DOI: 10.1186/s12966-024-01650-2
Jie Feng, Wendy Yajun Huang, Cindy Hui-Ping Sit, John J. Reilly, Asaduzzaman Khan
Interventions focusing on individual behaviours (physical activity, sedentary behaviour, sleep) of preschool-aged children have been widely studied. However, there is a lack of understanding about integrated interventions that target all three 24-hour movement behaviours. This is the first study to assess the effectiveness of an intervention aimed at improving all three 24-hour movement behaviours among preschoolers in Hong Kong. A 12-week randomised controlled trial with a 12-week follow-up was conducted. Parent-child pairs were randomised to integrated approach (targeting all three behaviours), dyadic approach (targeting physical activity and sedentary behaviour including screen time), or wait-list control group. Utilising the Internet-based delivery, this intervention consisted of education materials, workshops, and interactive questionnaires and reminders. Two intervention groups employed the same strategies, with the only difference being that the integrated approach targeted sleep in addition to physical activity and sedentary behaviour. The outcomes were preschoolers’ overall 24-hour movement behaviours which were assessed by the Activity Sleep Index (ASI), movement behaviour composition, and absolute duration of movement behaviours. Generalised estimating equations were conducted to evaluate the intervention. A total of 147 preschoolers (4.8 ± 0.9 years old, 56.5% boys) and their parents were included. Preschoolers in all groups had a lower ASI at follow-up compared with baseline. Preschoolers in the integrated approach had a smaller decline in ASI at follow-up, compared to that in the control group (3.41; 95% confidence interval [CI] = 0.07, 6.76). Preschoolers in both intervention groups had a smaller reduction of the composition of time spent in physical activity at follow-up, and a decreased screen time at postintervention and follow-up. No significant differences were found for the sleep subcomponent. Furthermore, preschoolers in the dyadic approach had a smaller increase in the sedentary behaviour subcomponent (vs. control: − 0.21; 95% CI = − 0.37, − 0.05) at follow-up. Both intervention groups showed a decrease in screen time at postintervention, but there were no significant changes in other behaviours. The favourable changes observed at follow-up demonstrated the effectiveness of both intervention approaches on alleviating the decline in the composition of time spent in physical activity and reducing screen time and revealed the possible effectiveness of the integrated approach in promoting overall movement behaviours among preschoolers. The study is prospectively registered at the Chinese Clinical Trial Registry (ChiCTR2200055958).
针对学龄前儿童个人行为(体育活动、久坐行为、睡眠)的干预措施已得到广泛研究。然而,人们对针对所有三种 24 小时运动行为的综合干预措施还缺乏了解。本研究首次评估了旨在改善香港学龄前儿童三种 24 小时运动行为的干预措施的有效性。该研究进行了为期 12 周的随机对照试验,并进行了为期 12 周的随访。亲子对被随机分为综合干预组(针对所有三种行为)、双亲干预组(针对体育活动和久坐行为,包括屏幕时间)或等待对照组。这项干预措施利用互联网进行,包括教育材料、研讨会、互动问卷和提醒。两个干预组采用了相同的策略,唯一不同的是,综合方法除了针对体育活动和久坐行为外,还针对睡眠。干预结果包括学龄前儿童的 24 小时总体运动行为(通过活动睡眠指数(ASI)、运动行为构成和运动行为绝对持续时间进行评估)。采用广义估计方程对干预措施进行评估。研究共纳入了 147 名学龄前儿童(4.8 ± 0.9 岁,56.5% 为男孩)及其家长。与基线相比,各组学龄前儿童的随访 ASI 均有所下降。与对照组相比,综合干预组学龄前儿童在随访时的ASI下降幅度较小(3.41;95%置信区间[CI] = 0.07,6.76)。干预组和对照组的学龄前儿童在随访时的体育活动时间减少幅度较小,干预后和随访时的屏幕时间均有所减少。睡眠分项没有发现明显差异。此外,干预组学龄前儿童久坐行为的增加幅度较小(与对照组相比:- 0.21;95% CI = - 0.37,- 0.05)。两个干预组在干预后的屏幕时间都有所减少,但其他行为没有显著变化。随访观察到的有利变化表明,两种干预方法都能有效缓解体育活动时间构成的下降和减少屏幕时间,并揭示了综合方法在促进学龄前儿童整体运动行为方面可能具有的有效性。该研究已在中国临床试验注册中心进行了前瞻性注册(ChiCTR2200055958)。
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引用次数: 0
Children's Health in London and Luton (CHILL) cohort: a 12-month natural experimental study of the effects of the Ultra Low Emission Zone on children's travel to school. 伦敦和卢顿儿童健康(CHILL)队列:关于超低排放区对儿童上学交通影响的为期 12 个月的自然实验研究。
IF 5.6 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2024-09-05 DOI: 10.1186/s12966-024-01621-7
Christina Xiao, James Scales, Jasmine Chavda, Rosamund E Dove, Ivelina Tsocheva, Helen E Wood, Harpal Kalsi, Luke Sartori, Grainne Colligan, Jessica Moon, Esther Lie, Kristian Petrovic, Bill Day, Cheryll Howett, Amanda Keighley, Borislava Mihaylova, Veronica Toffolutti, Jonathan Grigg, Gurch Randhawa, Aziz Sheikh, Monica Fletcher, Ian Mudway, Sean Beevers, W James Gauderman, Christopher J Griffiths, Esther van Sluijs, Jenna Panter

Background: The Ultra-Low Emission Zone (ULEZ), introduced in Central London in April 2019, aims to enhance air quality and improve public health. The Children's Health in London and Luton (CHILL) study evaluates the impact of the ULEZ on children's health. This analysis focuses on the one-year impacts on the shift towards active travel to school.

Methods: CHILL is a prospective parallel cohort study of ethnically diverse children, aged 6-9 years attending 84 primary schools within or with catchment areas encompassing London's ULEZ (intervention) and Luton (non-intervention area). Baseline (2018/19) and one-year follow-up (2019/20) data were collected at school visits from 1992 (58%) children who reported their mode of travel to school 'today' (day of assessment). Multilevel logistic regressions were performed to analyse associations between the introduction of the ULEZ and the likelihood of switching from inactive to active travel modes, and vice-versa. Interactions between intervention group status and pre-specified effect modifiers were also explored.

Results: Among children who took inactive modes at baseline, 42% of children in London and 20% of children in Luton switched to active modes. For children taking active modes at baseline, 5% of children in London and 21% of children in Luton switched to inactive modes. Relative to the children in Luton, children in London were more likely to have switched from inactive to active modes (OR 3.64, 95% CI 1.21-10.92). Children in the intervention group were also less likely to switch from active to inactive modes (OR 0.11, 0.05-0.24). Moderator analyses showed that children living further from school were more likely to switch from inactive to active modes (OR 6.06,1.87-19.68) compared to those living closer (OR 1.43, 0.27-7.54).

Conclusions: Implementation of clean air zones can increase uptake of active travel to school and was particularly associated with more sustainable and active travel in children living further from school.

背景:超低排放区 (ULEZ) 于 2019 年 4 月在伦敦市中心推出,旨在提高空气质量和改善公众健康。伦敦和卢顿儿童健康(CHILL)研究评估了超低排放区对儿童健康的影响。本分析的重点是一年内对积极出行上学的影响:CHILL 是一项前瞻性平行队列研究,研究对象是在伦敦 ULEZ(干预区)和卢顿(非干预区)内或其集水区包括在内的 84 所小学就读的 6-9 岁不同种族儿童。基线(2018/19 学年)和一年随访(2019/20 学年)数据是在学校访问时从 1992 名(58%)报告其上学交通方式为 "今天"(评估当天)的儿童中收集的。我们进行了多层次逻辑回归,以分析ULEZ的引入与从非主动出行方式转变为主动出行方式的可能性之间的关联,反之亦然。此外,还探讨了干预组状况与预先指定的效应调节因子之间的交互作用:结果:在基线采用非主动出行方式的儿童中,伦敦有 42% 的儿童和卢顿有 20% 的儿童转而采用主动出行方式。对于基线时采用主动模式的儿童,5%的伦敦儿童和21%的卢顿儿童转而采用非主动模式。与卢顿的儿童相比,伦敦的儿童更有可能从非活动模式转为活动模式(OR 3.64,95% CI 1.21-10.92)。干预组中的儿童也较少从主动模式转为非主动模式(OR 0.11,0.05-0.24)。主持人分析表明,与居住地较近的儿童(OR 1.43,0.27-7.54)相比,居住地离学校较远的儿童更有可能从非活动模式转为活动模式(OR 6.06,1.87-19.68):结论:清洁空气区的实施可以提高上学时积极出行的比例,尤其是对那些住在离学校较远的儿童而言,这与他们更多采用可持续和积极的出行方式有关。
{"title":"Children's Health in London and Luton (CHILL) cohort: a 12-month natural experimental study of the effects of the Ultra Low Emission Zone on children's travel to school.","authors":"Christina Xiao, James Scales, Jasmine Chavda, Rosamund E Dove, Ivelina Tsocheva, Helen E Wood, Harpal Kalsi, Luke Sartori, Grainne Colligan, Jessica Moon, Esther Lie, Kristian Petrovic, Bill Day, Cheryll Howett, Amanda Keighley, Borislava Mihaylova, Veronica Toffolutti, Jonathan Grigg, Gurch Randhawa, Aziz Sheikh, Monica Fletcher, Ian Mudway, Sean Beevers, W James Gauderman, Christopher J Griffiths, Esther van Sluijs, Jenna Panter","doi":"10.1186/s12966-024-01621-7","DOIUrl":"10.1186/s12966-024-01621-7","url":null,"abstract":"<p><strong>Background: </strong>The Ultra-Low Emission Zone (ULEZ), introduced in Central London in April 2019, aims to enhance air quality and improve public health. The Children's Health in London and Luton (CHILL) study evaluates the impact of the ULEZ on children's health. This analysis focuses on the one-year impacts on the shift towards active travel to school.</p><p><strong>Methods: </strong>CHILL is a prospective parallel cohort study of ethnically diverse children, aged 6-9 years attending 84 primary schools within or with catchment areas encompassing London's ULEZ (intervention) and Luton (non-intervention area). Baseline (2018/19) and one-year follow-up (2019/20) data were collected at school visits from 1992 (58%) children who reported their mode of travel to school 'today' (day of assessment). Multilevel logistic regressions were performed to analyse associations between the introduction of the ULEZ and the likelihood of switching from inactive to active travel modes, and vice-versa. Interactions between intervention group status and pre-specified effect modifiers were also explored.</p><p><strong>Results: </strong>Among children who took inactive modes at baseline, 42% of children in London and 20% of children in Luton switched to active modes. For children taking active modes at baseline, 5% of children in London and 21% of children in Luton switched to inactive modes. Relative to the children in Luton, children in London were more likely to have switched from inactive to active modes (OR 3.64, 95% CI 1.21-10.92). Children in the intervention group were also less likely to switch from active to inactive modes (OR 0.11, 0.05-0.24). Moderator analyses showed that children living further from school were more likely to switch from inactive to active modes (OR 6.06,1.87-19.68) compared to those living closer (OR 1.43, 0.27-7.54).</p><p><strong>Conclusions: </strong>Implementation of clean air zones can increase uptake of active travel to school and was particularly associated with more sustainable and active travel in children living further from school.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":"21 1","pages":"89"},"PeriodicalIF":5.6,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11375866/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142134344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding how and why travel mode changes: analysis of longitudinal qualitative interviews. 了解旅行方式变化的方式和原因:纵向定性访谈分析。
IF 5.6 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2024-09-02 DOI: 10.1186/s12966-024-01647-x
Kate Garrott, Louise Foley, David Ogilvie, Jenna Panter

Background: Encouraging alternatives to the car such as walking, cycling or public transport is a key cross-sector policy priority to promote population and planetary health. Individual travel choices are shaped by individual and environmental contexts, and changes in these contexts - triggered by key events - can translate to changes in travel mode. Understanding how and why these changes happen can help uncover more generalisable findings to inform future intervention research. This study aimed to identify the mechanisms and contexts facilitating changes in travel mode.

Methods: Prospective longitudinal qualitative cohort study utilising semi-structured interviews at baseline (in 2021), three- and six-month follow up. Participants were residents in a new town in Cambridgeshire, UK, where design principles to promote walking, cycling and public transport were used at the planning stage. At each interview, we followed a topic guide asking participants about previous and current travel patterns and future intentions. All interviews were audio recorded and transcribed. Data analysis used the framework approach based on realist evaluation principles identifying the context and mechanisms described by participants as leading to travel behaviour change.

Results: We conducted 42 interviews with 16 participants and identified six mechanisms for changes in travel mode. These entailed increasing or reducing access, reliability and financial cost, improving convenience, increasing confidence and raising awareness. Participants described that these led to changes in travel mode in contexts where their existing travel mode had been disrupted, particularly in terms of reducing access or reliability or increasing cost, and where there were suitable alternative travel modes for their journey. Experiences of the new travel mode played a role in future travel intentions.

Implications: Applying realist evaluation principles to identify common mechanisms for changes in travel mode has the potential to inform future intervention strategies. Future interventions using mechanisms that reduce access to, reduce reliability of, or increase the financial cost of car use may facilitate modal shift to walking, cycling and public transport when implemented in contexts where alternative travel modes are available and acceptable.

背景:鼓励以步行、骑自行车或公共交通等方式代替汽车出行,是促进人口和地球健康的一项重要的跨部门优先政策。个人出行选择受个人和环境背景的影响,这些背景的变化--由关键事件引发--可转化为出行方式的变化。了解这些变化发生的方式和原因有助于发现更多可推广的结论,为未来的干预研究提供依据。本研究旨在确定促进出行方式改变的机制和背景:前瞻性纵向定性队列研究,在基线(2021 年)、3 个月和 6 个月的随访中采用半结构式访谈。参与者是英国剑桥郡一个新城镇的居民,该城镇在规划阶段就采用了促进步行、骑自行车和公共交通的设计原则。在每次访谈中,我们都会根据主题指南询问参与者以前和现在的出行模式以及未来的打算。所有访谈都进行了录音和转录。数据分析采用了基于现实主义评估原则的框架方法,确定了参与者描述的导致出行行为改变的背景和机制:我们对 16 名参与者进行了 42 次访谈,确定了改变出行方式的六种机制。这些机制包括增加或减少交通便利性、可靠性和经济成本、提高便利性、增强信心和提高认识。据参与者描述,在其现有出行方式受到干扰的情况下,尤其是在交通便利性、可靠性降低或成本增加的情况下,以及在有合适的替代出行方式的情况下,这些机制会导致其出行方式的改变。对新出行方式的体验对未来的出行意向有影响:影响:运用现实主义评估原则来确定改变出行方式的共同机制,有可能为未来的干预策略提供参考。未来的干预措施如果采用减少使用汽车的机会、降低使用汽车的可靠性或增加使用汽车的经济成本的机制,那么在替代出行方式可用且可接受的情况下,可能会促进向步行、骑自行车和公共交通出行方式的转变。
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引用次数: 0
Developmental trends in young children's device-measured physical activity and sedentary behaviour. 幼儿通过设备测量的体育活动和久坐行为的发展趋势。
IF 5.6 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2024-09-02 DOI: 10.1186/s12966-024-01645-z
Hayley E Christian, Emma K Adams, Hannah L Moore, Andrea Nathan, Kevin Murray, Jasper Schipperijn, Stewart G Trost

Background: Knowledge of developmental trends in meeting age-specific 24-hour movement behaviour guidelines is lacking. This study describes developmental trends in device-measured physical activity and sedentary time over a three-year period among Western Australian children aged two to seven years, including differences between boys and girls. The proportion of children meeting age-specific physical activity guidelines before and after they transition to full-time school was also examined.

Methods: Data from waves 1 and 2 of the Play Spaces and Environments for Children's Physical Activity (PLAYCE) cohort study were used (analysis n = 1217). Physical activity and sedentary time were measured by accelerometry at ages two to five (preschool, wave 1) and ages five to seven (commenced full-time school, wave 2). Accelerometer data were processed using a validated machine-learning physical activity classification model. Daily time spent in sedentary behaviour, energetic play (moderate-to-vigorous physical activity (MVPA)), total physical activity, and meeting physical activity guidelines were analysed using linear and generalised linear mixed-effects models with age by sex interaction terms.

Results: All movement behaviours changed significantly with increasing age, and trends were similar in boys and girls. Total daily physical activity increased from age two to five then declined to age seven. Mean daily total physical activity exceeded 180 min/day from ages two to five. Daily energetic play increased significantly from age two to seven, however, was below 60 min/day at all ages except for seven-year-old boys. Daily sedentary time decreased to age five then increased to age seven but remained lower than at age two. All two-year-olds met their age-specific physical activity guideline, decreasing to 5% of girls and 6% of boys at age four. At age seven, 46% of boys and 35% of girls met their age-specific physical activity guideline.

Conclusions: Young children's energetic play and total physical activity increased with age, but few children aged three to seven met the energetic play (MVPA) guideline. Interventions should focus on increasing children's energetic play in early childhood. Clearer guidance and strategies are needed to support young children as they change developmentally and as they transition from one age-specific movement guideline to the next.

背景:目前还缺乏有关达到特定年龄段 24 小时运动行为准则的发展趋势的知识。本研究描述了西澳大利亚州 2 至 7 岁儿童在三年时间内通过设备测量的体育活动和久坐时间的发展趋势,包括男孩和女孩之间的差异。研究还考察了儿童在转入全日制学校之前和之后达到特定年龄段体育活动指南要求的比例:研究使用了儿童体育活动的游戏空间和环境(PLAYCE)队列研究第 1 波和第 2 波的数据(分析 n = 1217)。通过加速度计测量了 2 至 5 岁(学龄前,第 1 波)和 5 至 7 岁(开始上全日制学校,第 2 波)儿童的体育活动和久坐时间。加速度计数据采用经过验证的机器学习体力活动分类模型进行处理。使用线性和广义线性混合效应模型分析了每天用于久坐行为、精力充沛游戏(中到剧烈运动(MVPA))、总体力活动和达到体力活动指南要求的时间,并加入了年龄与性别的交互项:结果:随着年龄的增长,所有运动行为都发生了显著变化,男孩和女孩的变化趋势相似。每天的总运动量从两岁增加到五岁,然后在七岁之前有所下降。从两岁到五岁,平均每天的总运动量超过 180 分钟。从两岁到七岁,每天精力充沛的游戏时间明显增加,但除了七岁的男孩外,其他年龄段的男孩每天精力充沛的游戏时间都低于 60 分钟。每天久坐不动的时间到五岁时有所减少,到七岁时有所增加,但仍低于两岁时的水平。所有两岁儿童的体育活动量都达到了特定年龄段的标准,四岁时女孩和男孩的这一比例分别下降到 5%和 6%。七岁时,46% 的男孩和 35% 的女孩达到了该年龄段的体力活动指导标准:结论:幼儿精力充沛的游戏和总体育活动量随着年龄的增长而增加,但 3 到 7 岁的儿童很少能达到精力充沛的游戏(MVPA)标准。干预措施应侧重于增加幼儿期儿童的活力游戏。需要更明确的指导和策略来支持幼儿的发展变化,以及从一个年龄段的运动指南过渡到下一个年龄段的运动指南。
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引用次数: 0
An exploration of prenatal breastfeeding self-efficacy: a scoping review. 产前母乳喂养自我效能探索:范围界定综述。
IF 5.6 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2024-09-02 DOI: 10.1186/s12966-024-01641-3
Liz M McGovern, Laura O'Toole, Rachel A Laws, Timothy C Skinner, Fionnuala M McAuliffe, Sharleen L O'Reilly

Background: Breastfeeding self-efficacy is a woman's self-belief and confidence in her perceived ability to breastfeed. This modifiable determinant is strongly associated with breastfeeding initiation, exclusivity, and duration. It is unclear how important the timing of breastfeeding self-efficacy measurement and interventions are. The prenatal period appears underexplored in the literature and yet a prenatal focus provides increased opportunity for breastfeeding self-efficacy enhancement and further potential improvement in breastfeeding outcomes. This scoping review aims to synthesise the evidence on prenatal breastfeeding self-efficacy, describing for the first time the theoretical frameworks, measurement tools, and interventions used in the prenatal period.

Methods: 8 databases were searched using the PCC framework (Problem: breastfeeding, Concept: self-efficacy, Context: prenatal period). From 4,667 citations and 156 additional sources identified through grey literature and snowballing, data were extracted from 184 studies and 2 guidance documents. All were summarised descriptively and narratively.

Results: Just over half (57%) of included studies stated their theoretical underpinning, with Bandura's Self-Efficacy Theory / Dennis' Breastfeeding Self-Efficacy Framework predominant. Only half of intervention studies incorporated theory in their design. More intervention studies were undertaken in the past decade than previously, but the level of theoretical underpinning has not improved. Prenatal interventions incorporating theory-led design and using components addressing the breadth of theory, more frequently reported improving breastfeeding self-efficacy and breastfeeding outcomes than those not theory-led. Intervention components used less frequently were vicarious or kinaesthetic learning (52.5%) and involvement of social circle support (26%). The Breastfeeding Self-Efficacy Scales were the most common measurement tool, despite being designed for postpartum use. Overall, issues were identified with the late prenatal timing of breastfeeding self-efficacy investigation and the design, content and phraseology of measurements and interventions used in the prenatal period.

Conclusion: This review provides novel insights for consideration in the design and conduct of breastfeeding self-efficacy studies in the prenatal period. Future research should aim to be theory-led, commence earlier in pregnancy, and embed the breadth of self-efficacy theory into the design of interventions and measurement tools. This would provide more robust data on prenatal breastfeeding self-efficacy's role in impacting breastfeeding outcomes.

背景:母乳喂养自我效能感是指妇女对自己母乳喂养能力的自信心和信心。这一可改变的决定因素与母乳喂养的开始、纯母乳喂养和持续时间密切相关。目前还不清楚母乳喂养自我效能感测量和干预的时机有多重要。文献中对产前阶段的研究似乎不足,然而产前阶段的研究为提高母乳喂养自我效能和进一步改善母乳喂养结果提供了更多机会。本范围综述旨在综合产前母乳喂养自我效能方面的证据,首次描述了产前阶段所使用的理论框架、测量工具和干预措施。从 4,667 篇引文以及通过灰色文献和 "滚雪球 "方法确定的 156 个额外来源中,提取了 184 项研究和 2 份指导文件的数据。对所有研究进行了描述性和叙述性总结:略多于一半(57%)的纳入研究说明了其理论基础,其中以班杜拉的自我效能理论/丹尼斯的母乳喂养自我效能框架为主。只有一半的干预研究在设计中纳入了理论。过去十年中开展的干预研究比以前更多,但理论依据的水平并没有提高。与未采用理论指导的产前干预相比,采用理论指导的产前干预设计和使用涉及广泛理论的干预内容更能提高母乳喂养自我效能感和母乳喂养效果。使用较少的干预内容是模仿或动觉学习(52.5%)和社会圈子支持(26%)。母乳喂养自我效能量表是最常用的测量工具,尽管它是为产后使用而设计的。总体而言,在产前晚期进行母乳喂养自我效能调查以及产前使用的测量和干预措施的设计、内容和用语方面发现了一些问题:本综述为设计和开展产前母乳喂养自我效能研究提供了新的见解。未来的研究应以理论为先导,在怀孕早期开始,并将自我效能理论的广度纳入干预措施和测量工具的设计中。这将为产前母乳喂养自我效能对母乳喂养结果的影响提供更可靠的数据。
{"title":"An exploration of prenatal breastfeeding self-efficacy: a scoping review.","authors":"Liz M McGovern, Laura O'Toole, Rachel A Laws, Timothy C Skinner, Fionnuala M McAuliffe, Sharleen L O'Reilly","doi":"10.1186/s12966-024-01641-3","DOIUrl":"10.1186/s12966-024-01641-3","url":null,"abstract":"<p><strong>Background: </strong>Breastfeeding self-efficacy is a woman's self-belief and confidence in her perceived ability to breastfeed. This modifiable determinant is strongly associated with breastfeeding initiation, exclusivity, and duration. It is unclear how important the timing of breastfeeding self-efficacy measurement and interventions are. The prenatal period appears underexplored in the literature and yet a prenatal focus provides increased opportunity for breastfeeding self-efficacy enhancement and further potential improvement in breastfeeding outcomes. This scoping review aims to synthesise the evidence on prenatal breastfeeding self-efficacy, describing for the first time the theoretical frameworks, measurement tools, and interventions used in the prenatal period.</p><p><strong>Methods: </strong>8 databases were searched using the PCC framework (Problem: breastfeeding, Concept: self-efficacy, Context: prenatal period). From 4,667 citations and 156 additional sources identified through grey literature and snowballing, data were extracted from 184 studies and 2 guidance documents. All were summarised descriptively and narratively.</p><p><strong>Results: </strong>Just over half (57%) of included studies stated their theoretical underpinning, with Bandura's Self-Efficacy Theory / Dennis' Breastfeeding Self-Efficacy Framework predominant. Only half of intervention studies incorporated theory in their design. More intervention studies were undertaken in the past decade than previously, but the level of theoretical underpinning has not improved. Prenatal interventions incorporating theory-led design and using components addressing the breadth of theory, more frequently reported improving breastfeeding self-efficacy and breastfeeding outcomes than those not theory-led. Intervention components used less frequently were vicarious or kinaesthetic learning (52.5%) and involvement of social circle support (26%). The Breastfeeding Self-Efficacy Scales were the most common measurement tool, despite being designed for postpartum use. Overall, issues were identified with the late prenatal timing of breastfeeding self-efficacy investigation and the design, content and phraseology of measurements and interventions used in the prenatal period.</p><p><strong>Conclusion: </strong>This review provides novel insights for consideration in the design and conduct of breastfeeding self-efficacy studies in the prenatal period. Future research should aim to be theory-led, commence earlier in pregnancy, and embed the breadth of self-efficacy theory into the design of interventions and measurement tools. This would provide more robust data on prenatal breastfeeding self-efficacy's role in impacting breastfeeding outcomes.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":"21 1","pages":"95"},"PeriodicalIF":5.6,"publicationDate":"2024-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11367871/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142121026","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experience Sampling as a dietary assessment method: a scoping review towards implementation. 经验取样作为一种膳食评估方法:为实施而进行的范围界定审查。
IF 5.6 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2024-08-27 DOI: 10.1186/s12966-024-01643-1
Joke Verbeke, Christophe Matthys

Background: Accurate and feasible assessment of dietary intake remains challenging for research and healthcare. Experience Sampling Methodology (ESM) is a real-time real-life data capturing method with low burden and good feasibility not yet fully explored as alternative dietary assessment method.

Methods: This scoping review is the first to explore the implementation of ESM as an alternative to traditional dietary assessment methods by mapping the methodological considerations to apply ESM and formulating recommendations to develop an Experience Sampling-based Dietary Assessment Method (ESDAM). The scoping review methodology framework was followed by searching PubMed (including OVID) and Web of Science from 2012 until 2024.

Results: Screening of 646 articles resulted in 39 included articles describing 24 studies. ESM was mostly applied for qualitative dietary assessment (i.e. type of consumed foods) (n = 12), next to semi-quantitative dietary assessment (i.e. frequency of consumption, no portion size) (n = 7), and quantitative dietary assessment (i.e. type and portion size of consumed foods) (n = 5). Most studies used ESM to assess the intake of selected foods. Two studies applied ESM as an alternative to traditional dietary assessment methods assessing total dietary intake quantitatively (i.e. all food groups). ESM duration ranged from 4 to 30 days and most studies applied ESM for 7 days (n = 15). Sampling schedules were mostly semi-random (n = 12) or fixed (n = 9) with prompts starting at 8-10 AM and ending at 8-12 PM. ESM questionnaires were adapted from existing questionnaires, based on food consumption data or focus group discussions, and respond options were mostly presented as multiple-choice. Recall period to report dietary intake in ESM prompts varied from 15 min to 3.5 h.

Conclusions: Most studies used ESM for 7 days with fixed or semi-random sampling during waking hours and 2-h recall periods. An ESDAM can be developed starting from a food record approach (actual intake) or a validated food frequency questionnaire (long-term or habitual intake). Actual dietary intake can be measured by ESM through short intensive fixed sampling schedules while habitual dietary intake measurement by ESM allows for longer less frequent semi-random sampling schedules. ESM sampling protocols should be developed carefully to optimize feasibility and accuracy of dietary data.

背景:准确、可行地评估膳食摄入量对研究和医疗保健来说仍是一项挑战。经验取样法(ESM)是一种实时采集真实生活数据的方法,负担小、可行性高,但作为膳食评估的替代方法尚未得到充分探索:本范围界定综述首次探讨了ESM作为传统膳食评估方法的替代方法的实施情况,对应用ESM的方法学考虑因素进行了规划,并为开发基于经验取样的膳食评估方法(ESDAM)提出了建议。按照范围界定综述方法框架,检索了从 2012 年到 2024 年的 PubMed(包括 OVID)和 Web of Science:对 646 篇文章进行筛选后,共纳入 39 篇文章,描述了 24 项研究。ESM主要用于定性膳食评估(即食用食物的种类)(12篇),其次是半定量膳食评估(即食用频率,无份量)(7篇)和定量膳食评估(即食用食物的种类和份量)(5篇)。大多数研究采用无害环境管理来评估选定食物的摄入量。有两项研究采用 ESM 作为传统膳食评估方法的替代方法,定量评估膳食总摄入量(即所有食物类别)。ESM持续时间从4天到30天不等,大多数研究的ESM持续时间为7天(n = 15)。采样时间大多为半随机(n = 12)或固定(n = 9),提示时间从早上 8-10 点开始,到晚上 8-12 点结束。无害环境管理问卷是根据食物消费数据或焦点小组讨论的结果,从现有问卷中改编而来,回答选项大多为多项选择。在ESM提示中,报告膳食摄入量的回忆时间从15分钟到3.5小时不等:大多数研究都采用了为期 7 天的无害环境管理,在清醒时进行固定或半随机抽样,并设定了 2 小时的回忆期。可从食物记录方法(实际摄入量)或有效的食物频率问卷(长期或习惯性摄入量)入手开发ESDAM。实际膳食摄入量可通过短时间的密集固定采样计划进行ESM测量,而通过ESM测量习惯膳食摄入量则可采用时间较长、频率较低的半随机采样计划。应认真制定 ESM 采样方案,以优化膳食数据的可行性和准确性。
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引用次数: 0
Older adults' compliance with mobile ecological momentary assessments in behavioral nutrition and physical activity research: pooled results of four intensive longitudinal studies and recommendations for future research. 行为营养和体育活动研究中老年人对移动生态瞬间评估的依从性:四项强化纵向研究的汇总结果及对未来研究的建议。
IF 5.6 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2024-08-26 DOI: 10.1186/s12966-024-01629-z
Sofie Compernolle, T Vetrovsky, I Maes, J Delobelle, E Lebuf, F De Vylder, K Cnudde, J Van Cauwenberg, L Poppe, D Van Dyck

Background: Mobile Ecological Momentary Assessment (EMA) is increasingly used to gather intensive, longitudinal data on behavioral nutrition, physical activity and sedentary behavior and their underlying determinants. However, a relevant concern is the risk of non-random non-compliance with mobile EMA protocols, especially in older adults. This study aimed to examine older adults' compliance with mobile EMA in health behavior studies according to participant characteristics, and prompt timing, and to provide recommendations for future EMA research.

Methods: Data of four intensive longitudinal observational studies employing mobile EMA to understand health behavior, involving 271 community-dwelling older adults (M = 71.8 years, SD = 6.8; 52% female) in Flanders, were pooled. EMA questionnaires were prompted by a smartphone application during specific time slots or events. Data on compliance (i.e. information whether a participant answered at least one item following the prompt), time slot (morning, afternoon or evening) and day (week or weekend day) of each prompt were extracted from the EMA applications. Participant characteristics, including demographics, body mass index, and smartphone ownership, were collected via self-report. Descriptive statistics of compliance were computed, and logistic mixed models were run to examine inter- and intrapersonal variability in compliance.

Results: EMA compliance averaged 77.5%, varying from 70.0 to 86.1% across studies. Compliance differed among subgroups and throughout the day. Age was associated with lower compliance (OR = 0.96, 95%CI = 0.93-0.99), while marital/cohabiting status and smartphone ownership were associated with higher compliance (OR = 1.83, 95%CI = 1.21-2.77, and OR = 4.43, 95%CI = 2.22-8.83, respectively). Compliance was lower in the evening than in the morning (OR = 0.82, 95%CI = 0.69-0.97), indicating non-random patterns that could impact study validity.

Conclusions: The findings of this study shed light on the complexities surrounding compliance with mobile EMA protocols among older adults in health behavior studies. Our analysis revealed that non-compliance within our pooled dataset was not completely random. This non-randomness could introduce bias into study findings, potentially compromising the validity of research findings. To address these challenges, we recommend adopting tailored approaches that take into account individual characteristics and temporal dynamics. Additionally, the utilization of Directed Acyclic Graphs, and advanced statistical techniques can help mitigate the impact of non-compliance on study validity.

背景:移动生态瞬间评估(EMA)越来越多地用于收集有关行为营养、身体活动和久坐行为及其基本决定因素的密集纵向数据。然而,一个值得关注的问题是非随机不遵守移动 EMA 协议的风险,尤其是在老年人中。本研究旨在根据参与者特征和提示时间,考察老年人在健康行为研究中对移动 EMA 的依从性,并为未来的 EMA 研究提供建议:研究汇集了四项采用移动 EMA 了解健康行为的强化纵向观察研究的数据,这些研究涉及佛兰德斯地区的 271 名社区老年人(M = 71.8 岁,SD = 6.8;52% 为女性)。在特定时段或事件中,智能手机应用程序会提示进行 EMA 问卷调查。从 EMA 应用程序中提取了有关依从性(即参与者是否按照提示至少回答了一个项目)、每次提示的时间段(上午、下午或晚上)和日期(星期或周末)的数据。通过自我报告收集参与者的特征,包括人口统计学、体重指数和智能手机拥有量。我们计算了合规性的描述性统计数字,并运行逻辑混合模型来研究合规性的个人间和个人内变异性:结果:EMA依从性平均为77.5%,各研究的依从性从70.0%到86.1%不等。不同亚群和全天的依从性各不相同。年龄与较低的依从性相关(OR = 0.96,95%CI = 0.93-0.99),而婚姻/同居状况和拥有智能手机与较高的依从性相关(OR = 1.83,95%CI = 1.21-2.77;OR = 4.43,95%CI = 2.22-8.83)。晚上的依从性低于早上(OR = 0.82,95%CI = 0.69-0.97),这表明非随机模式可能会影响研究的有效性:本研究结果揭示了健康行为研究中老年人遵守移动 EMA 协议的复杂性。我们的分析表明,在我们的汇总数据集中,不遵守协议的情况并非完全随机。这种非随机性可能会给研究结果带来偏差,从而影响研究结果的有效性。为了应对这些挑战,我们建议采用考虑到个体特征和时间动态的定制方法。此外,利用有向无环图和先进的统计技术也有助于减轻不合规性对研究有效性的影响。
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引用次数: 0
Development and evaluation of the Capability, Opportunity, and Motivation to deliver Physical Activity in School Scale (COM-PASS). 开发和评估在学校开展体育活动的能力、机会和动机量表(COM-PASS)。
IF 5.6 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2024-08-26 DOI: 10.1186/s12966-024-01640-4
A Verdonschot, M R Beauchamp, T A Brusseau, M J M Chinapaw, L B Christiansen, A Daly-Smith, N Eather, S J Fairclough, G Faulkner, L Foweather, A García-Hermoso, A S Ha, N Harris, T Jaakkola, R Jago, S G Kennedy, N J Lander, C Lonsdale, Y Manios, E Mazzoli, E Murtagh, N Nathan, P J Naylor, M Noetel, B O'Keeffe, G K Resaland, N D Ridgers, K Ridley, N Riley, R R Rosenkranz, S K Rosenkranz, A Sääkslahti, S M Sczygiol, T Skovgaard, E M F van Sluijs, J J Smith, M Smith, G Stratton, J Vidal-Conti, C A Webster, E S Young, D R Lubans

Background: Teachers are recognized as 'key agents' for the delivery of physical activity programs and policies in schools. The aim of our study was to develop and evaluate a tool to assess teachers' capability, opportunity, and motivation to deliver school-based physical activity interventions.

Methods: The development and evaluation of the Capability, Opportunity, and Motivation to deliver Physical Activity in School Scale (COM-PASS) involved three phases. In Phase 1, we invited academic experts to participate in a Delphi study to rate, provide recommendations, and achieve consensus on questionnaire items that were based on the Capability, Opportunity, and Motivation Behavior (COM-B) model. Each item was ranked on the degree to which it matched the content of the COM-B model, using a 5-point scale ranging from '1 = Poor match' to '5 = Excellent match'. In Phase 2, we interviewed primary and secondary school teachers using a 'think-aloud' approach to assess their understanding of the items. In Phase 3, teachers (n = 196) completed the COM-PASS to assess structural validity using confirmatory factor analysis (CFA).

Results: Thirty-eight academic experts from 14 countries completed three rounds of the Delphi study. In the first round, items had an average rating score of 4.04, in the second round 4.51, and in the third (final) round 4.78. The final tool included 14 items, which related to the six constructs of the COM-B model: physical capability, psychological capability, physical opportunity, social opportunity, reflective motivation, and automatic motivation. In Phase 2, ten teachers shared their interpretation of COM-PASS via a 20-min interview, which resulted in minor changes. In Phase 3, CFA of the 3-factor model (i.e., capability, opportunity, and motivation) revealed an adequate fit to the data (χ2 = 122.6, p < .001, CFI = .945, TLI = .924, RMSEA = .066). The internal consistencies of the three subscale scores were acceptable (i.e., capability: α = .75, opportunity: α = .75, motivation: α = .81).

Conclusion: COM-PASS is a valid and reliable tool for assessing teachers' capability, opportunity, and motivation to deliver physical activity interventions in schools. Further studies examining additional psychometric properties of the COM-PASS are warranted.

背景:教师被认为是学校实施体育活动计划和政策的 "关键代理人"。我们的研究旨在开发和评估一种工具,用于评估教师实施学校体育活动干预措施的能力、机会和动机:学校体育活动能力、机会和动机量表(COM-PASS)的开发和评估分为三个阶段。在第一阶段,我们邀请学术专家参与德尔菲研究,对基于能力、机会和动机行为(COM-B)模型的问卷项目进行评分、提出建议并达成共识。每个项目都根据其与 COM-B 模型内容的匹配程度进行排序,采用 5 级评分法,从 "1 = 匹配度差 "到 "5 = 匹配度高 "不等。在第二阶段,我们采用 "思考-朗读 "的方式对中小学教师进行了访谈,以评估他们对项目的理解。在第 3 阶段,教师(n = 196)完成了 COM-PASS,通过确认性因子分析(CFA)评估结构有效性:来自 14 个国家的 38 位学术专家完成了三轮德尔菲研究。在第一轮中,项目的平均评分为 4.04 分,第二轮为 4.51 分,第三轮(最后一轮)为 4.78 分。最终工具包括 14 个项目,分别与 COM-B 模型的六个建构相关:身体能力、心理能力、身体机会、社会机会、反思动机和自动动机。在第二阶段,十位教师通过 20 分钟的访谈分享了他们对 COM-PASS 的理解,并对其进行了小幅修改。在第 3 阶段,对 3 因子模型(即能力、机会和动机)进行 CFA 分析,结果表明模型与数据充分拟合(χ2 = 122.6,p 结论):COM-PASS是一种有效、可靠的工具,可用于评估教师在学校开展体育活动干预的能力、机会和动机。有必要进一步研究 COM-PASS 的其他心理测量特性。
{"title":"Development and evaluation of the Capability, Opportunity, and Motivation to deliver Physical Activity in School Scale (COM-PASS).","authors":"A Verdonschot, M R Beauchamp, T A Brusseau, M J M Chinapaw, L B Christiansen, A Daly-Smith, N Eather, S J Fairclough, G Faulkner, L Foweather, A García-Hermoso, A S Ha, N Harris, T Jaakkola, R Jago, S G Kennedy, N J Lander, C Lonsdale, Y Manios, E Mazzoli, E Murtagh, N Nathan, P J Naylor, M Noetel, B O'Keeffe, G K Resaland, N D Ridgers, K Ridley, N Riley, R R Rosenkranz, S K Rosenkranz, A Sääkslahti, S M Sczygiol, T Skovgaard, E M F van Sluijs, J J Smith, M Smith, G Stratton, J Vidal-Conti, C A Webster, E S Young, D R Lubans","doi":"10.1186/s12966-024-01640-4","DOIUrl":"10.1186/s12966-024-01640-4","url":null,"abstract":"<p><strong>Background: </strong>Teachers are recognized as 'key agents' for the delivery of physical activity programs and policies in schools. The aim of our study was to develop and evaluate a tool to assess teachers' capability, opportunity, and motivation to deliver school-based physical activity interventions.</p><p><strong>Methods: </strong>The development and evaluation of the Capability, Opportunity, and Motivation to deliver Physical Activity in School Scale (COM-PASS) involved three phases. In Phase 1, we invited academic experts to participate in a Delphi study to rate, provide recommendations, and achieve consensus on questionnaire items that were based on the Capability, Opportunity, and Motivation Behavior (COM-B) model. Each item was ranked on the degree to which it matched the content of the COM-B model, using a 5-point scale ranging from '1 = Poor match' to '5 = Excellent match'. In Phase 2, we interviewed primary and secondary school teachers using a 'think-aloud' approach to assess their understanding of the items. In Phase 3, teachers (n = 196) completed the COM-PASS to assess structural validity using confirmatory factor analysis (CFA).</p><p><strong>Results: </strong>Thirty-eight academic experts from 14 countries completed three rounds of the Delphi study. In the first round, items had an average rating score of 4.04, in the second round 4.51, and in the third (final) round 4.78. The final tool included 14 items, which related to the six constructs of the COM-B model: physical capability, psychological capability, physical opportunity, social opportunity, reflective motivation, and automatic motivation. In Phase 2, ten teachers shared their interpretation of COM-PASS via a 20-min interview, which resulted in minor changes. In Phase 3, CFA of the 3-factor model (i.e., capability, opportunity, and motivation) revealed an adequate fit to the data (χ<sup>2</sup> = 122.6, p < .001, CFI = .945, TLI = .924, RMSEA = .066). The internal consistencies of the three subscale scores were acceptable (i.e., capability: α = .75, opportunity: α = .75, motivation: α = .81).</p><p><strong>Conclusion: </strong>COM-PASS is a valid and reliable tool for assessing teachers' capability, opportunity, and motivation to deliver physical activity interventions in schools. Further studies examining additional psychometric properties of the COM-PASS are warranted.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":"21 1","pages":"93"},"PeriodicalIF":5.6,"publicationDate":"2024-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11346190/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142074434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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International Journal of Behavioral Nutrition and Physical Activity
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