Section of Endocrinology, Diabetes, Nutrition, and Weight Management, Boston University School of Medicine, Boston, MA, United States.
Framingham Heart Study, Framingham, MA, United States.
JMIR Mhealth Uhealth. 2019 Sep 30;7(9):e13238. doi: 10.2196/13238.
New electronic cohort (e-Cohort) study designs provide resource-effective methods for collecting participant data. It is unclear if implementing an e-Cohort study without direct, in-person participant contact can achieve successful participation rates.
The objective of this study was to compare 2 distinct enrollment methods for setting up mobile health (mHealth) devices and to assess the ongoing adherence to device use in an e-Cohort pilot study.
We coenrolled participants from the Framingham Heart Study (FHS) into the FHS-Health eHeart (HeH) pilot study, a digital cohort with infrastructure for collecting mHealth data. FHS participants who had an email address and smartphone were randomized to our FHS-HeH pilot study into 1 of 2 study arms: remote versus on-site support. We oversampled older adults (age ≥65 years), with a target of enrolling 20% of our sample as older adults. In the remote arm, participants received an email containing a link to enrollment website and, upon enrollment, were sent 4 smartphone-connectable sensor devices. Participants in the on-site arm were invited to visit an in-person FHS facility and were provided in-person support for enrollment and connecting the devices. Device data were tracked for at least 5 months.
Compared with the individuals who declined, individuals who consented to our pilot study (on-site, n=101; remote, n=93) were more likely to be women, highly educated, and younger. In the on-site arm, the connection and initial use of devices was ≥20% higher than the remote arm (mean percent difference was 25% [95% CI 17-35] for activity monitor, 22% [95% CI 12-32] for blood pressure cuff, 20% [95% CI 10-30] for scale, and 43% [95% CI 30-55] for electrocardiogram), with device connection rates in the on-site arm of 99%, 95%, 95%, and 84%. Once connected, continued device use over the 5-month study period was similar between the study arms.
Our pilot study demonstrated that the deployment of mobile devices among middle-aged and older adults in the context of an on-site clinic visit was associated with higher initial rates of device use as compared with offering only remote support. Once connected, the device use was similar in both groups.
新的电子队列(e-Cohort)研究设计为收集参与者数据提供了资源有效的方法。目前尚不清楚,如果在没有直接的面对面接触的情况下实施电子队列研究,是否能够达到成功的参与率。
本研究的目的是比较 2 种不同的设置移动健康(mHealth)设备的入组方法,并评估电子队列试点研究中设备使用的持续情况。
我们将弗雷明汉心脏研究(Framingham Heart Study,FHS)的参与者共同纳入弗雷明汉心脏研究-健康电子心脏(FHS-Health eHeart,HeH)试点研究,这是一个具有收集 mHealth 数据基础设施的数字队列。有电子邮件地址和智能手机的 FHS 参与者被随机分配到我们的 FHS-HeH 试点研究中的 2 个研究臂之一:远程支持与现场支持。我们对老年人(年龄≥65 岁)进行了抽样,目标是将我们样本的 20%作为老年人。在远程臂中,参与者收到一封包含注册网站链接的电子邮件,注册后,他们会收到 4 个可与智能手机连接的传感器设备。现场臂中的参与者被邀请到现场 FHS 设施,并获得注册和连接设备的现场支持。设备数据至少跟踪 5 个月。
与拒绝的人相比,同意我们试点研究的人(现场,n=101;远程,n=93)更有可能是女性、受过高等教育和年轻。在现场臂中,设备的连接和初始使用比远程臂高出≥20%(活动监测器的平均百分比差异为 25%[95%CI 17-35],血压袖带为 22%[95%CI 12-32],秤为 20%[95%CI 10-30],心电图为 43%[95%CI 30-55]),现场臂的设备连接率为 99%、95%、95%和 84%。一旦连接,在 5 个月的研究期间,研究臂之间的设备使用情况相似。
我们的试点研究表明,在现场诊所就诊的情况下,向中年和老年人部署移动设备与更高的初始设备使用率相关,而仅提供远程支持则相反。一旦连接,两组的设备使用情况相似。