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Increasing Awareness of the Importance of Physical Activity and Healthy Nutrition: Results From a Mixed-Methods Evaluation of a Workplace Program

机译:越来越意识到体育活动和健康营养的重要性:与工作场所计划的混合方法评估结果

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Background: To evaluate the impact of an online workplace program that promotes physical activity and health, while focusing on performance measures relating to physical activity, nutrition, and overall health. Methods: The large sample size ( more than 18,000 participants) allowed the use of text mining and machine-learning methods to determine what descriptions of the program identify successful outcomes, and hierarchical linear models to determine the most beneficial program modules and features. Results: The program increased overall health and awareness of levels of physical activity and nutrition, especially for people who scored low on these measures initially. Interestingly, although physical activity is the most popular program module, the daily step-tracking process was associated with smaller improvements in overall health. Conclusions: This study finds that the Virgin Pulse Global Challenge is an effective workplace intervention for improving overall health and awareness of physical activity and nutrition. Effectiveness relates to the holistic approach adopted rather than to individual modules in isolation. Future evaluations of workplace health and exercise programs should explore a variety of outcome measures within the rich context provided by open-ended participant experience feedback. In addition, a control group and a follow-up study are required.
机译:背景:评估在线工作场所计划促进身体活动和健康的影响,同时重点关注与身体活动,营养和整体健康有关的绩效措施。方法:示例大小(超过18,000名参与者)允许使用文本挖掘和机器学习方法来确定程序的描述标识成功的结果和分层线性模型,以确定最有益的程序模块和功能。结果:该计划的整体健康状况和身体活动水平的整体健康和意识,特别是对于最初对这些措施的降低而较低的人。有趣的是,虽然体育活动是最受欢迎的程序模块,但每日逐步跟踪过程与整体健康的较小改进相关。结论:本研究发现,处女脉冲全球挑战是一种有效的工作场所干预,以改善整体健康和身体活动和营养的认识。有效性涉及一种采用的整体方法而不是单独的单独模块。工作场所健康和行使计划的未来评估应探讨开放式参与者经验反馈提供的丰富上下文中的各种结果措施。此外,需要对照组和后续研究。

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