Offringa Reid, Sheng Tong, Parks Linda, Clements Mark, Kerr David, Greenfield Michael S
1 Glooko Inc., Mountain View, CA, USA.
2 Children's Mercy Hospital, Kansas City, MO, USA.
J Diabetes Sci Technol. 2018 May;12(3):701-708. doi: 10.1177/1932296817747291. Epub 2017 Dec 25.
Diabetes is a chronic condition that requires constant self-management. As a consequence, several software platforms have been developed to facilitate the tracking of diabetes data to improve diabetes management. Our aim was to determine the real-world glycemic benefits of a mobile diabetes management platform used by individuals with type 1 and type 2 diabetes.
Mobile platform-using (n = 899) and control (n = 900) participants meeting specific minimum data criteria were randomly selected from a database of diabetes users. All results were modeled using different mixed effect generalized linear models, assigning random intercepts for each user, and adjusting the distribution assumption for each outcome.
Users of the mobile platform increased their frequency of blood glucose monitoring (+8.8 tests per month, 95% CI [3.4, 14.1], P < .001) and had fewer hyperglycemic events and lower average glucose levels compared to the control group. In addition, a mobile user could expect a 3.5% drop in average BG (-6.4 mg/dL, 95% CI [-2.0, -10.7], P < .001) and a 10.7% decrease in hyperglycemia ( P < .001) after 2 months.
Users of the mobile platform tested their BG more often and demonstrated greater improvement in blood glucose compared to users who did not use the mobile platform. This supports previous studies indicating that digital technologies can enhance diabetes care in a real-world setting.
糖尿病是一种需要持续自我管理的慢性疾病。因此,已经开发了几个软件平台来促进糖尿病数据的跟踪,以改善糖尿病管理。我们的目的是确定1型和2型糖尿病患者使用的移动糖尿病管理平台在现实世界中的血糖益处。
从糖尿病用户数据库中随机选择符合特定最低数据标准的使用移动平台的参与者(n = 899)和对照组参与者(n = 900)。所有结果均使用不同的混合效应广义线性模型进行建模,为每个用户指定随机截距,并针对每个结果调整分布假设。
与对照组相比,移动平台用户增加了血糖监测频率(每月增加8.8次检测,95%置信区间[3.4, 14.1],P <.001),高血糖事件更少,平均血糖水平更低。此外,移动平台用户在2个月后平均血糖水平预计下降3.5%(-6.4 mg/dL,95%置信区间[-2.0, -10.7],P <.001),高血糖情况减少10.7%(P <.001)。
与未使用移动平台的用户相比,移动平台用户更频繁地检测血糖,并且血糖改善更大。这支持了先前的研究,表明数字技术可以在现实环境中加强糖尿病护理。