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使用基于Fitbit的步行游戏来提高美国退伍军人的身体活动水平。

Using a Fitbit-based Walking Game to Improve Physical Activity Among U.S. Veterans.

作者信息

Simmering Jacob E, Polgreen Linnea A, Francis Shelby L, Strom Austin J, Segre Alberto M, Polgreen Philip M

机构信息

Department of Internal Medicine, University of Iowa Hospitals and Clinics, Iowa City, IA 52242, USA.

Office of Rural Health, Veterans Rural Health Resource Center, Iowa City Veterans Affairs Health Care System, Iowa City, IA 52246, USA.

出版信息

Mil Med. 2025 Jan 16;190(1-2):194-201. doi: 10.1093/milmed/usae280.

Abstract

INTRODUCTION

Physical inactivity, hereafter inactivity, is a serious health problem among U.S. veterans, hereafter veterans. Inactive adults are at risk for adverse cardiac events and premature mortality. Specifically, among veterans, inactivity has been associated with a 23% increase in mortality. In order to increase physical activity among veterans, we developed Veterans Affairs (VA) MapTrek, a mobile-phone-based web app that allows users to take a virtual walk in interesting locations around the world while tracking their progress against that of others like themselves on an interactive map. Steps are counted by a commercially available Fitbit triaxial accelerometer, and users see their progress along a predefined scenic path overlaid on Google Maps. The objective of this study was to determine the effectiveness of VA MapTrek to increase physical activity in a population of veterans at risk for obesity-related morbidity.

MATERIALS AND METHODS

We recruited overweight and obese veterans obtaining care at the Iowa City Veterans Affairs Health Center. Half of the veterans were assigned to participate in VA MapTrek. Each week, participants were assigned virtual walking races (Monday through Saturday), which followed a predetermined route that is displayed on Google Maps. The participant's position on the map is automatically updated each time their Fitbit syncs to their phone. In addition, challenges were issued periodically. Veterans in the control group were only given a Fitbit. We regressed daily step counts on the days of the week, the days since the start of the intervention period, whether the user was in the VA MapTrek or Control group, and an interaction between the study group and the days since the start of the intervention period. We included subject-specific random intercepts and subject-specific random slopes. This model was estimated using Bayesian Hamiltonian Monte Carlo using Stan's No-U-Turns sampler. We set vague, uniform priors on all the parameters.

RESULTS

We enrolled 276 participants, but only 251 (102 in the control group and 149 in the VA MapTrek group) contributed data during the intervention period. Our analysis suggests an 86.8% likelihood that the VA MapTrek intervention led to a minimum increase of 1,000 daily steps over the 8-week period, compared to the control group. Throughout the 8-week intervention, we project that VA MapTrek participants would have taken an extra 96,627 steps, equivalent to 77.8 additional kilometers (km) (48.3 additional miles), assuming an average of 1,242 steps per km (2,000 steps per mile).

CONCLUSIONS

Our study underscores the potential of VA MapTrek as an intervention for promoting walking among veterans who face elevated risks of obesity and cardiac issues. Rural veterans are a high-risk population, and new interventions like VA MapTrek are needed to improve veterans' health.

摘要

引言

身体缺乏运动(以下简称“缺乏运动”)是美国退伍军人(以下简称“退伍军人”)中一个严重的健康问题。缺乏运动的成年人面临心脏不良事件和过早死亡的风险。具体而言,在退伍军人中,缺乏运动与死亡率增加23%有关。为了增加退伍军人的身体活动,我们开发了退伍军人事务部(VA)MapTrek,这是一款基于手机的网络应用程序,用户可以在世界各地有趣的地方进行虚拟漫步,同时在交互式地图上跟踪自己与其他类似用户的进展情况。步数由市售的Fitbit三轴加速度计计算,用户可以在谷歌地图上覆盖的预定义风景路径上查看自己的进展。本研究的目的是确定VA MapTrek在增加有肥胖相关发病风险的退伍军人身体活动方面的有效性。

材料与方法

我们招募了在爱荷华市退伍军人事务健康中心接受治疗的超重和肥胖退伍军人。一半的退伍军人被分配参加VA MapTrek。每周,参与者被分配虚拟步行比赛(周一至周六),比赛遵循谷歌地图上显示的预定路线。每次参与者的Fitbit与手机同步时,地图上的位置会自动更新。此外,还会定期发布挑战。对照组的退伍军人只配备了一个Fitbit。我们将每日步数回归到一周中的天数、干预期开始后的天数、用户是在VA MapTrek组还是对照组,以及研究组与干预期开始后的天数之间的相互作用。我们纳入了个体特定的随机截距和个体特定的随机斜率。该模型使用贝叶斯哈密顿蒙特卡罗方法,采用斯坦的无回转采样器进行估计。我们对所有参数设置了模糊、均匀的先验分布。

结果

我们招募了276名参与者,但在干预期间只有251人(对照组102人,VA MapTrek组149人)提供了数据。我们的分析表明,与对照组相比,VA MapTrek干预在8周内导致每日步数至少增加1000步的可能性为86.8%。在整个8周的干预过程中,我们预计VA MapTrek参与者会多走96627步,相当于多走77.8公里(48.3英里),假设每公里平均1242步(每英里2000步)。

结论

我们的研究强调了VA MapTrek作为一种干预措施在促进面临肥胖和心脏问题高风险的退伍军人步行方面的潜力。农村退伍军人是一个高风险人群,需要像VA MapTrek这样的新干预措施来改善退伍军人的健康状况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a241/11737325/e0e7b89461e2/usae280f1.jpg

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