Mobile App for Improved Self-Management of Type 2 Diabetes: Multicenter Pragmatic Randomized Controlled Trial

随机对照试验 医学 健康 糖尿病 自我管理 干预(咨询) 人口 2型糖尿病 糖尿病管理 临床试验 物理疗法 药方 心理干预 医疗保健 家庭医学 老年学 内科学 护理部 环境卫生 计算机科学 经济 内分泌学 机器学习 经济增长
作者
Payal Agarwal,Geetha Mukerji,Laura Desveaux,Noah Ivers,Onil Bhattacharyya,Jennifer Hensel,James Shaw,Zachary Bouck,Trevor Jamieson,Nike Onabajo,Madeline Cooper,Husayn Marani,Lianne Jeffs,R. Sacha Bhatia
出处
期刊:Jmir mhealth and uhealth [JMIR Publications]
卷期号:7 (1): e10321-e10321 被引量:110
标识
DOI:10.2196/10321
摘要

As the increasing prevalence of type 2 diabetes mellitus has put pressure on health systems to appropriately manage these patients, there have been a growing number of mobile apps designed to improve the self-management of diabetes. One such app, BlueStar, has been shown to significantly reduce hemoglobin A1c (HbA1c) levels in small studies and is the first app in the United States to receive Food and Drug Administration approval as a mobile prescription therapy. However, the impact of the app across real-world population among different clinical sites and health systems remains unclear.The primary objective of this study was to conduct a pragmatic randomized controlled trial of the BlueStar mobile app to determine if app usage leads to improved HbA1c levels among diverse participants in real-life clinical contexts. We hypothesized that this mobile app would improve self-management and HbA1c levels compared with controls.The study consisted of a multicenter pragmatic randomized controlled trial. Overall, 110 participants randomized to the immediate treatment group (ITG) received the intervention for 6 months, and 113 participants randomized to the wait-list control (WLC) group received usual care for the first 3 months and then received the intervention for 3 months. The primary outcome was glucose control measured by HbA1c levels at 3 months. Secondary outcomes assessed intervention impact on patient self-management, experience of care, and self-reported health utilization using validated scales, including the Problem Areas in Diabetes, the Summary of Diabetes Self-Care Activities, and the EuroQol-5D. Intervention usage data were collected directly from the app.The results of an analysis of covariance controlling for baseline HbA1c levels did not show evidence of intervention impact on HbA1c levels at 3 months (mean difference [ITG-WLC] -0.42, 95% CI -1.05 to 0.21; P=.19). Similarly, there was no intervention effect on secondary outcomes measuring diabetes self-efficacy, quality of life, and health care utilization behaviors. An exploratory analysis of 57 ITG participants investigating the impact of app usage on HbA1c levels showed that each additional day of app use corresponded with a 0.016-point decrease in participants' 3-month HbA1c levels (95% CI -0.03 to -0.003). App usage varied significantly by site, as participants from 1 site logged in to the app a median of 36 days over 14 weeks (interquartile range [IQR] 10.5-124); those at another site used the app significantly less (median 9; IQR 6-51).The results showed no difference between intervention and control arms for the primary clinical outcome of glycemic control measured by HbA1c levels. Although there was low usage of the app among participants, results indicate contextual factors, particularly site, had a significant impact on overall usage. Future research into the patient and site-specific factors that increase app utilization are needed.Clinicaltrials.gov NCT02813343; https://clinicaltrials.gov/ct2/show/NCT02813343 (Archived by WebCite at https://clinicaltrials.gov/ct2/show/NCT02813343).

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
科研小叶发布了新的文献求助30
刚刚
谢琳发布了新的文献求助10
刚刚
萧一鸣完成签到,获得积分10
1秒前
学习中的呜哩哇啦完成签到,获得积分10
1秒前
日尧子完成签到,获得积分10
2秒前
爆米花应助song采纳,获得10
2秒前
2秒前
酷炫大白发布了新的文献求助10
2秒前
科研通AI6.4应助wangmanli采纳,获得10
3秒前
丘比特应助高振航采纳,获得10
3秒前
yy发布了新的文献求助10
3秒前
Zw发布了新的文献求助10
3秒前
科研通AI6.4应助LGH采纳,获得10
3秒前
4秒前
萧一鸣发布了新的文献求助30
5秒前
Lucas应助伤心的牛肋条采纳,获得10
5秒前
5秒前
斯文败类应助想吃排骨了采纳,获得10
5秒前
duoya完成签到,获得积分10
7秒前
留胡子的书桃完成签到,获得积分10
7秒前
辞君完成签到,获得积分10
7秒前
诚心山芙发布了新的文献求助10
8秒前
8秒前
CLOUD完成签到,获得积分10
8秒前
9秒前
专注的纸飞机完成签到 ,获得积分20
9秒前
xhc发布了新的文献求助10
9秒前
Giggle完成签到,获得积分10
10秒前
10秒前
11秒前
阿然完成签到,获得积分10
11秒前
大力的亦巧完成签到,获得积分10
11秒前
yy完成签到,获得积分10
11秒前
12秒前
12秒前
12秒前
JamesPei应助你礼貌吗采纳,获得10
12秒前
小蘑菇应助hys采纳,获得10
12秒前
12秒前
OKOK完成签到,获得积分10
13秒前
高分求助中
Cronologia da história de Macau 5000
Merrill's Atlas of Radiographic Positioning and Procedures - 3-Volume Set, 16th Edition 2000
Interactions of Vowel Quality and Prosody in East Slavic 500
Vander's Renal Physiology第10版 500
CLSI M27M44S Performance Standards for Antifungal Susceptibility Testing of Yeasts Fourth Edition 400
Python for Chemists 400
Analytical Separation Science 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7115191
求助须知:如何正确求助?哪些是违规求助? 8768385
关于积分的说明 18543083
捐赠科研通 6685836
什么是DOI,文献DOI怎么找? 3145815
关于科研通互助平台的介绍 2262369
邀请新用户注册赠送积分活动 2120318