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Who Uses Mobile Phone Health Apps and Does Use Matter? A Secondary Data Analytics Approach.谁在使用手机健康应用程序,这重要吗?一种二次数据分析方法。
J Med Internet Res. 2017 Apr 19;19(4):e125. doi: 10.2196/jmir.5604.
2
Mobile App-Based Interventions to Support Diabetes Self-Management: A Systematic Review of Randomized Controlled Trials to Identify Functions Associated with Glycemic Efficacy.基于移动应用程序的干预措施以支持糖尿病自我管理:对随机对照试验的系统评价,以确定与血糖疗效相关的功能
JMIR Mhealth Uhealth. 2017 Mar 14;5(3):e35. doi: 10.2196/mhealth.6522.
3
The complex interplay between clinical and person-centered diabetes outcomes in the two genders.两种性别中临床糖尿病结局与以患者为中心的糖尿病结局之间的复杂相互作用。
Health Qual Life Outcomes. 2017 Feb 21;15(1):41. doi: 10.1186/s12955-017-0613-0.
4
Telemedicine in the Management of Type 2 Diabetes Mellitus.远程医疗在2型糖尿病管理中的应用
Am J Med Sci. 2017 Jan;353(1):1-5. doi: 10.1016/j.amjms.2016.10.008. Epub 2016 Oct 27.
5
Do Mobile Phone Applications Improve Glycemic Control (HbA1c) in the Self-management of Diabetes? A Systematic Review, Meta-analysis, and GRADE of 14 Randomized Trials.手机应用程序能否改善糖尿病自我管理中的血糖控制(HbA1c)?14 项随机试验的系统评价、荟萃分析和 GRADE 评价。
Diabetes Care. 2016 Nov;39(11):2089-2095. doi: 10.2337/dc16-0346.
6
Evidence-based Mobile Medical Applications in Diabetes.循证移动医疗糖尿病应用
Endocrinol Metab Clin North Am. 2016 Dec;45(4):943-965. doi: 10.1016/j.ecl.2016.06.001. Epub 2016 Oct 8.
7
Utilization of a Cloud-Based Diabetes Management Program for Insulin Initiation and Titration Enables Collaborative Decision Making Between Healthcare Providers and Patients.利用基于云的糖尿病管理程序进行胰岛素起始和滴定可促进医疗保健提供者与患者之间的协作决策。
Diabetes Technol Ther. 2016 Feb;18(2):59-67. doi: 10.1089/dia.2015.0160. Epub 2015 Dec 8.
8
A Mobile Health Intervention for Self-Management and Lifestyle Change for Persons With Type 2 Diabetes, Part 2: One-Year Results From the Norwegian Randomized Controlled Trial RENEWING HEALTH.移动健康干预对 2 型糖尿病患者的自我管理和生活方式改变,第 2 部分:挪威随机对照试验 RENEWING HEALTH 的一年结果。
JMIR Mhealth Uhealth. 2014 Dec 11;2(4):e57. doi: 10.2196/mhealth.3882.
9
DialBetics: A Novel Smartphone-based Self-management Support System for Type 2 Diabetes Patients.DialBetics:一种新型的基于智能手机的2型糖尿病患者自我管理支持系统。
J Diabetes Sci Technol. 2014 Mar;8(2):209-215. doi: 10.1177/1932296814526495. Epub 2014 Mar 13.
10
Telemedicine application in the care of diabetes patients: systematic review and meta-analysis.远程医疗在糖尿病患者护理中的应用:系统评价与荟萃分析。
PLoS One. 2013 Nov 8;8(11):e79246. doi: 10.1371/journal.pone.0079246. eCollection 2013.

数字糖尿病管理应用程序改善1型和2型糖尿病患者的血糖结果。

Digital Diabetes Management Application Improves Glycemic Outcomes in People With Type 1 and Type 2 Diabetes.

作者信息

Offringa Reid, Sheng Tong, Parks Linda, Clements Mark, Kerr David, Greenfield Michael S

机构信息

1 Glooko Inc., Mountain View, CA, USA.

2 Children's Mercy Hospital, Kansas City, MO, USA.

出版信息

J Diabetes Sci Technol. 2018 May;12(3):701-708. doi: 10.1177/1932296817747291. Epub 2017 Dec 25.

DOI:10.1177/1932296817747291
PMID:29277103
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6154224/
Abstract

BACKGROUND

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.

METHODS

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.

RESULTS

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.

CONCLUSION

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.

摘要

背景

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。

方法

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。

结果

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)。

结论

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。