Impact of a multi-level, multi-component intervention to improve elementary school physical education on student cardiorespiratory fitness: an application of the parametric g-formula

Hannah R. Thompson, Kristine A. Madsen, Caroline Nguyen, Thomas L. McKenzie, Sally Picciotto
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Abstract

Abstract Background: School physical education is an important population-level health intervention for improving youth fitness. The purpose of this study is to determine the causal impact of New York City’s PE Works program on student cardiorespiratory fitness. Methods: This longitudinal study (2014-2019) includes 581 elementary schools (n=315,999 4 th /5 th -grade students; 84% non-white; 74% who qualify for free or reduced-price meals). We apply the parametric g-formula to address schools’ time-varying exposure to intervention components and time-varying confounding. Results: After four years of staggered PE Works implementation, 49.7% of students per school (95% CI: 42.6%, 54.2%) met age/sex-specific cardiorespiratory fitness standards. Had PE Works not been implemented, we estimate 45.7% (95% CI: 36.9%, 52.1%) would have met fitness standards. Had PE Works been fully implemented in all schools from the program’s inception, we estimate 57.4% (95% CI: 49.1%, 63.3%) would have met fitness standards. Adding a PE teacher, alone, had the largest impact (6.4% (95% CI: 1.0, 12.0) increase). Conclusion: PE Works, which included providing PE teachers, training for classroom teachers, and administrative/teacher support for PE, positively impacted student cardiorespiratory health. Mandating and funding multilevel, multicomponent PE programs is an important public health intervention to increase children’s cardiorespiratory fitness.
改善小学体育教育的多层次、多成分干预措施对学生心肺功能的影响:参数 G 公式的应用
摘要 背景:学校体育是提高青少年体质的一项重要的全民健康干预措施。本研究旨在确定纽约市体育工程计划对学生心肺功能的因果影响。研究方法:这项纵向研究(2014-2019 年)包括 581 所小学(4/5 年级学生人数为 315999 人;84% 为非白人;74% 有资格享受免费或减价膳食)。我们采用参数 g 公式来处理学校对干预内容的时变暴露和时变混杂。结果:在交错实施体育工程四年后,每所学校有 49.7% 的学生(95% CI:42.6%, 54.2%)达到了特定年龄/性别的心肺功能标准。如果没有实施体育工程,我们估计会有45.7%(95% CI:36.9%,52.1%)的学生达到体适能标准。如果体育工程从一开始就在所有学校全面实施,我们估计会有57.4%(95% CI:49.1%,63.3%)的学生达到体适能标准。增加一名体育教师的影响最大(增加 6.4% (95% CI: 1.0, 12.0))。结论:体育工程包括提供体育教师、培训任课教师以及行政/教师对体育的支持,对学生的心肺健康产生了积极影响。规定并资助多层次、多成分的体育计划是提高儿童心肺功能的重要公共卫生干预措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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