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短信干预作为联邦合格健康中心糖尿病小组就诊中间支持措施的影响:整群随机对照研究

Impact of a Text Messaging Intervention as an In-Between Support to Diabetes Group Visits in Federally Qualified Health Centers: Cluster Randomized Controlled Study.

作者信息

Yan Allie Z, Staab Erin M, Nuñez Daisy, Zhu Mengqi, Wan Wen, Schaefer Cynthia T, Campbell Amanda, Quinn Michael T, Baig Arshiya A

机构信息

Pritzker School of Medicine, University of Chicago, Chicago, IL, United States.

Department of Medicine, University of Chicago, Chicago, IL, United States.

出版信息

JMIR Diabetes. 2024 Nov 28;9:e55473. doi: 10.2196/55473.

DOI:10.2196/55473
PMID:39607386
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11619185/
Abstract

BACKGROUND

In the United States, 1 in 11 people receive primary care from a federally qualified health center (FQHC). Text messaging interventions (TMIs) are accessible ways to deliver health information, engage patients, and improve health outcomes in the health center setting.

OBJECTIVE

We aimed to evaluate the impact of a TMI implemented with a group visit (GV) intervention among patients with type 2 diabetes mellitus (T2DM) at FQHCs on patient-reported outcomes and clinical outcomes based on patient TMI engagement.

METHODS

A TMI was implemented for 11 health centers participating in a cluster randomized study of diabetes GVs in Midwestern FQHCs targeting adults with T2DM. FQHC patients participated in 6 monthly GVs either in person or online and a concurrent 25-week TMI. Outcome measures included clinical markers such as glycated hemoglobin A1c and patient-reported diabetes distress, diabetes self-care, diabetes self-efficacy, diabetes care knowledge, diabetes quality of life, diabetes social support, and TMI use and satisfaction. TMI response rate was calculated as responses to an SMS text message requesting a response divided by total messages requesting a response sent. Patients were grouped as high responders if their response rate was greater than or equal to the median response rate and low responders if their response rate was below the median. We conducted linear mixed models to compare high and low responders and within a group, adjusting for age, gender, GV attendance, and depression/anxiety at baseline.

RESULTS

In total, 101 of 124 GV patients (81.5%) enrolled in the TMI. The average age of the population in the TMI was 53 years. Of the 101 respondents, 61 (60%) were racial or ethnic minorities, while 42 of 82 respondents (51%) had a high school diploma/General Education Development or less, and 56 of 80 respondents (71%) reported an annual income less than US $30,000. In addition, 70 of 81 respondents (86%) owned a smartphone and 74 of 80 respondents (93%) had an unlimited texting plan. The median response rate was 41% and the mean response rate was 41.6%. Adjusted models showed significantly improved diabetes knowledge (P<.001), foot care (P<.001), and exercise (P=.002) in high responders (n=34) compared to low responders (n=23) at 6 months. No group difference was found in glycated hemoglobin A1c. Within high responders, diabetes distress (P=.001), social support (P<.001), quality of life (P<.001), diabetes knowledge (P<.001), foot care (P<.001), and diet (P=.003) improved from baseline to 6 months. Low responders only improved in diabetes quality of life (P=.003) from baseline to 6 months.

CONCLUSIONS

In a FQHC safety net population participating in a combined TMI and GV intervention, our study showed improved diabetes distress, social support, knowledge, self-care, self-efficacy, and quality of life among patients highly engaged in the SMS text messaging program.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90bc/11619185/ae374c53e2ec/diabetes-v9-e55473-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90bc/11619185/d462c62b4345/diabetes-v9-e55473-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90bc/11619185/ae374c53e2ec/diabetes-v9-e55473-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90bc/11619185/d462c62b4345/diabetes-v9-e55473-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90bc/11619185/ae374c53e2ec/diabetes-v9-e55473-g002.jpg
摘要

背景

在美国,每11人中就有1人在联邦合格健康中心(FQHC)接受初级保健。短信干预(TMI)是在健康中心环境中传递健康信息、吸引患者并改善健康结果的便捷方式。

目的

我们旨在评估在FQHCs中,针对2型糖尿病(T2DM)患者实施的结合小组就诊(GV)干预的TMI,基于患者对TMI的参与程度,对患者报告的结局和临床结局的影响。

方法

对11家参与针对患有T2DM的成年人的中西部FQHCs糖尿病GVs集群随机研究的健康中心实施TMI。FQHC患者亲自或在线参加6次每月一次的GVs,并同时参与为期25周的TMI。结局指标包括糖化血红蛋白A1c等临床指标以及患者报告的糖尿病困扰、糖尿病自我护理、糖尿病自我效能、糖尿病护理知识、糖尿病生活质量、糖尿病社会支持,以及TMI的使用和满意度。TMI回复率的计算方法是对要求回复的短信的回复数除以发送的要求回复的短信总数。如果患者的回复率大于或等于中位数回复率,则归为高回复者;如果回复率低于中位数,则归为低回复者。我们进行线性混合模型分析,以比较高回复者和低回复者,并在组内进行比较,同时对年龄、性别、GV参与情况以及基线时的抑郁/焦虑进行校正。

结果

在124名GV患者中,共有101名(81.5%)参与了TMI。TMI人群的平均年龄为53岁。在101名受访者中,61名(60%)是少数族裔,而82名受访者中有42名(51%)拥有高中文凭/普通教育发展证书或更低学历,80名受访者中有56名(71%)报告年收入低于3万美元。此外,81名受访者中有70名(86%)拥有智能手机,80名受访者中有74名(93%)有无限短信套餐。中位数回复率为41%,平均回复率为41.6%。校正模型显示,与低回复者(n = 23)相比,6个月时高回复者(n = 34)的糖尿病知识(P <.001)、足部护理(P <.001)和运动(P =.002)有显著改善。糖化血红蛋白A1c方面未发现组间差异。在高回复者中,从基线到6个月,糖尿病困扰(P =.001)、社会支持(P <.001)、生活质量(P <.001)、糖尿病知识(P <.001)、足部护理(P <.001)和饮食(P =.003)均有所改善。低回复者仅从基线到6个月在糖尿病生活质量方面有所改善(P =.003)。

结论

在参与TMI和GV联合干预的FQHC安全网人群中,我们的研究表明,高度参与短信计划的患者的糖尿病困扰、社会支持、知识、自我护理、自我效能和生活质量得到了改善。

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J Med Internet Res. 2023 Jun 16;25:e38275. doi: 10.2196/38275.
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