The impact of pairing a wearable movement tracker with an online community weight loss intervention.

Kathryn E Wilson, Samantha M Harden, Lia Kleppe, Todd McGuire, Paul A Estabrooks
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Abstract

Evidence supports the use of technology supported multicomponent interventions for promoting weight loss. Many such programs include the opportunity to synchronously pair commercially available physical activity trackers (PA-T) with a goal to enhance weight loss outcomes. However, little is known about the reach and effectiveness of allowing participants to pair a PA-T within an existing online program.

Purpose: This matched cohort, quasi-experimental study aimed to determine 1) the proportion of participants that pair a PA-T to the existing program, 2) the representativeness of participants who pair a PA-T; 3) the relationship between pairing a PA-T, overall weight loss, and the likelihood of achieving a clinically meaningful weight loss; and 4) if pairing a PA-T with program participation is related to weight loss outcomes independently or collectively when considering other indices of program engagement.

Methods: Data collected over a four-year period included demographic self-report, objective weight data uploaded when participants weighed themselves at a self-serve program kiosk available to the community, and program engagement data (e.g., logins to program website). A range of analyses, including descriptive proportions, analyses of variance, and path analyses, were used to address the purposes of the study.

Results: Participants who paired a PA-T were more likely to be women (p<.001), African American (p<.001), and have a higher BMI (p<.05). Those who paired a PA-T lost on average an extra 1% body weight and were 1.4 times more likely to lose 5% body weight. Pairing a PA-T was related to other indices of online program engagement and both directly and indirectly contributed to weight loss outcomes (p<.05).

Conclusions: Pairing a PA-T within an online weight loss program appeals to groups that experience disparities related to obesity and predicts improvements in weight loss. More translational studies are needed to examine the role of personal psychosocial and environmental factors that may enhance or diminish the benefit of pairing a PA-T to evidence-based, online weight loss programs.

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将可穿戴运动追踪器与在线社区减肥干预措施相结合的影响。
有证据支持使用技术支持的多成分干预措施来促进减肥。许多此类项目都提供了同步配对市售体力活动追踪器(PA-T)的机会,目的是提高减肥效果。然而,人们对允许参与者在现有在线项目中配对 PA-T 的覆盖面和有效性知之甚少。目的:这项匹配队列、准实验性研究旨在确定:1)在现有项目中配对 PA-T 的参与者比例;2)配对 PA-T 的参与者的代表性;3)配对 PA-T、总体体重减轻以及实现有临床意义的体重减轻的可能性之间的关系;4)在考虑项目参与度的其他指标时,配对 PA-T 与项目参与度是否单独或共同与体重减轻结果相关:在为期四年的时间里收集的数据包括人口自我报告、参与者在社区提供的自助项目信息亭称重时上传的客观体重数据,以及项目参与数据(如登录项目网站)。为了达到研究目的,我们进行了一系列分析,包括描述性比例分析、方差分析和路径分析:结果:配对 PA-T 的参与者更有可能是女性(pppp结论:在网络游戏中配对 PA-T 的参与者更有可能是女性:在在线减肥计划中配对 PA-T 对肥胖相关的不平等群体有吸引力,并可预测减肥效果的改善。需要进行更多的转化研究,以考察个人社会心理和环境因素的作用,这些因素可能会增强或削弱将 PA-T 与循证在线减肥计划配对的益处。
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