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点击“点赞”改变你的行为:一项关于大学生接触及参与Facebook减肥相关内容的混合方法研究。

Click "like" to change your behavior: a mixed methods study of college students' exposure to and engagement with Facebook content designed for weight loss.

作者信息

Merchant Gina, Weibel Nadir, Patrick Kevin, Fowler James H, Norman Greg J, Gupta Anjali, Servetas Christina, Calfas Karen, Raste Ketaki, Pina Laura, Donohue Mike, Griswold William G, Marshall Simon

机构信息

Center for Wireless and Population Health Systems, The Qualcomm Institute/Calit2, Department of Family and Preventive Medicine, University of California San Diego, La Jolla, CA, United States.

出版信息

J Med Internet Res. 2014 Jun 24;16(6):e158. doi: 10.2196/jmir.3267.

Abstract

BACKGROUND

Overweight or obesity is prevalent among college students and many gain weight during this time. Traditional face-to-face weight loss interventions have not worked well in this population. Facebook is an attractive tool for delivering weight loss interventions for college students because of its popularity, potential to deliver strategies found in successful weight loss interventions, and ability to support ongoing adaptation of intervention content.

OBJECTIVE

The objective of this study was to describe participant exposure to a Facebook page designed to deliver content to overweight/obese college students in a weight loss randomized controlled trial (N=404) and examine participant engagement with behavior change campaigns for weight loss delivered via Facebook.

METHODS

The basis of the intervention campaign model were 5 self-regulatory techniques: intention formation, action planning, feedback, goal review, and self-monitoring. Participants were encouraged to engage their existing social network to meet their weight loss goals. A health coach moderated the page and modified content based on usage patterns and user feedback. Quantitative analyses were conducted at the Facebook post- and participant-level of analysis. Participant engagement was quantified by Facebook post type (eg, status update) and interaction (eg, like) and stratified by weight loss campaign (sequenced vs nonsequenced). A subset of participants were interviewed to evaluate the presence of passive online engagement or "lurking."

RESULTS

The health coach posted 1816 unique messages to the study's Facebook page over 21 months, averaging 3.45 posts per day (SD 1.96, range 1-13). In all, 72.96% (1325/1816) of the posts were interacted with at least once (eg, liked). Of these, approximately 24.75% (328/1325) had 1-2 interactions, 23.39% (310/1325) had 3-5 interactions, 25.13% (333/1325) had 6-8 interactions, and 41 posts had 20 or more interactions (3.09%, 41/1325). There was significant variability among quantifiable (ie, visible) engagement. Of 199 participants in the final intervention sample, 32 (16.1%) were highly active users and 62 (31.2%) never visibly engaged with the intervention on Facebook. Polls were the most popular type of post followed by photos, with 97.5% (79/81) and 80.3% (386/481) interacted with at least once. Participants visibly engaged less with posts over time (partial r=-.33; P<.001). Approximately 40% of the participants interviewed (12/29, 41%) reported passively engaging with the Facebook posts by reading but not visibly interacting with them.

CONCLUSIONS

Facebook can be used to remotely deliver weight loss intervention content to college students with the help of a health coach who can iteratively tailor content and interact with participants. However, visible engagement with the study's Facebook page was highly variable and declined over time. Whether the level of observed engagement is meaningful in terms of influencing changes in weight behaviors and outcomes will be evaluated at the completion of the overall study.

摘要

背景

超重或肥胖在大学生中很普遍,许多人在此期间体重增加。传统的面对面减肥干预措施在这一人群中效果不佳。由于Facebook很受欢迎,有可能提供成功减肥干预措施中所采用的策略,并且有能力支持干预内容的持续调整,因此它是为大学生提供减肥干预措施的一个有吸引力的工具。

目的

本研究的目的是描述在一项减肥随机对照试验(N = 404)中,参与者对一个旨在向超重/肥胖大学生提供内容的Facebook页面的接触情况,并检查参与者对通过Facebook开展的减肥行为改变活动的参与度。

方法

干预活动模型的基础是5种自我调节技术:意图形成、行动计划、反馈、目标回顾和自我监测。鼓励参与者利用他们现有的社交网络来实现减肥目标。一名健康教练管理该页面,并根据使用模式和用户反馈修改内容。在Facebook帖子和参与者层面进行了定量分析。参与者的参与度通过Facebook帖子类型(如状态更新)和互动(如点赞)进行量化,并按减肥活动(顺序式与非顺序式)进行分层。对一部分参与者进行了访谈,以评估被动在线参与或“潜水”的情况。

结果

在21个月的时间里,健康教练在该研究的Facebook页面上发布了1816条独特的信息,平均每天发布3.45条(标准差1.96,范围1 - 13)。总共有72.96%(1325/1816)的帖子至少被互动过一次(如点赞)。其中,约24.75%(328/1325)有1 - 2次互动,23.39%(310/1325)有3 - 5次互动,25.13%(333/1325)有6 - 8次互动,41条帖子有20次或更多互动(3.09%,41/1325)。可量化(即可见)的参与度存在显著差异。在最终干预样本的199名参与者中,32名(16.1%)是高活跃用户,62名(31.2%)从未在Facebook上明显参与过干预活动。投票是最受欢迎的帖子类型,其次是照片,分别有97.5%(79/81)和80.3%(386/481)至少被互动过一次。随着时间的推移,参与者对帖子的明显参与度降低(偏相关系数r = -0.33;P <.001)。约40%接受访谈的参与者(12/29,41%)报告称通过阅读被动参与了Facebook帖子,但没有明显与之互动。

结论

在健康教练的帮助下,Facebook可用于远程向大学生提供减肥干预内容,该教练可以反复调整内容并与参与者互动。然而,对该研究Facebook页面的可见参与度差异很大,且随着时间的推移而下降。在整个研究完成时,将评估观察到的参与度水平在影响体重行为和结果变化方面是否有意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9382/4090380/b1536c12f21f/jmir_v16i6e158_fig1.jpg

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