School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Road, Wuhan, China.
Yichang Center for Disease Control and Prevention, 3 Dalian Road, Yichang, China.
Int J Med Inform. 2018 Nov;119:70-74. doi: 10.1016/j.ijmedinf.2018.09.005. Epub 2018 Sep 5.
Home blood pressure telemonitoring (HBPT) has great potential in improving blood pressure (BP) control among patients with hypertension. However, the longitudinal use trajectories of HBPT have not been identified yet. In addition, there has been a lack of understanding of the relationship between developmental trajectories of HBPT and BP control over time. The primary goal of this study was to identify the longitudinal trajectories of using HBPT among hypertensive patients and to explore the relationship between longitudinal trajectories of HBPT use patterns and BP control.
A total of 122 hypertensive patients were enrolled consecutively in Xiling, Huayan, Baisha and Xueyuan communities in Yichang City, Hubei Province, China. Each patient was provided with a portable monitoring device which has unlimited data service at the time of enrollment. Socio-demographics (e.g. name, age, sex, marital status) were collected at baseline. Real-time data including systolic and diastolic blood pressure were automatically uploaded to cloud platform through devices. Latent class growth analysis was conducted to determine the latent trajectory of HBPT use. Joint trajectory method was used to correlate the longitudinal trajectories of HBPT utilization and BP control status.
Five trajectories were identified which are persistently low (47.1%), moderate with decreasing (23.9%), sharply decreasing (11.2%), high with decreasing (11.3%) and persistently high with increasing (6.6%). There was no statistically significant difference among 5 trajectories in the baseline survey in terms of age, marital status, BP (both SBP and DBP) and BP control status. However, there was a strong positive correlation between the HBPT utilization pattern and BP control status over time.
The latent trajectories of HBPT utilization were identified in our study. However, no predictors of trajectory membership were identified. Nevertheless, we have demonstrated that HBPT was to some extent positively correlated with improved BP control, and this correlation still needs to be further proved.
家庭血压远程监测(HBPT)在改善高血压患者的血压(BP)控制方面具有巨大潜力。然而,HBPT 的纵向使用轨迹尚未确定。此外,对于 HBPT 使用模式的发展轨迹与随时间推移的 BP 控制之间的关系,人们的理解还不够。本研究的主要目的是确定高血压患者使用 HBPT 的纵向轨迹,并探讨 HBPT 使用模式的纵向轨迹与 BP 控制之间的关系。
本研究共纳入了来自湖北省宜昌市西陵、花艳、白沙和学园社区的 122 名高血压患者。每位患者在入组时都配备了一个便携式监测设备,该设备具有无限的数据服务。在基线时收集了社会人口统计学数据(如姓名、年龄、性别、婚姻状况)。通过设备自动将实时数据(包括收缩压和舒张压)上传到云平台。采用潜在类别增长分析确定 HBPT 使用的潜在轨迹。联合轨迹方法用于关联 HBPT 利用的纵向轨迹和 BP 控制状况。
确定了 5 种轨迹,分别为持续低(47.1%)、逐渐减少(23.9%)、急剧减少(11.2%)、逐渐升高(11.3%)和持续升高(6.6%)。在基线调查中,5 种轨迹在年龄、婚姻状况、BP(收缩压和舒张压)和 BP 控制状况方面没有统计学差异。然而,HBPT 利用模式与随时间推移的 BP 控制状况之间存在强烈的正相关。
在本研究中确定了 HBPT 利用的潜在轨迹。然而,没有确定轨迹成员的预测因素。尽管如此,我们已经证明 HBPT 在一定程度上与改善 BP 控制呈正相关,这一相关性仍需进一步证明。