Implementation of a Technology-Enabled Diabetes Self-Management Peer Coaching Intervention for Patients With Poorly Controlled Diabetes: Quasi-Experimental Case Study.

Q2 Medicine
JMIR Diabetes Pub Date : 2024-10-15 DOI:10.2196/54370
Marvyn R Arévalo Avalos, Ashwin Patel, Haci Duru, Sanjiv Shah, Madeline Rivera, Eleanor Sorrentino, Marika Dy, Urmimala Sarkar, Kim H Nguyen, Courtney R Lyles, Adrian Aguilera
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引用次数: 0

Abstract

Background: Patients with diabetes experience worse health outcomes and greater health care expenditure. Improving diabetes outcomes requires involved self-management. Peer coaching programs can help patients engage in self-management while addressing individual and structural barriers. These peer coaching programs can be scaled with digital platforms to efficiently connect patients with peer supporters who can help with diabetes self-management.

Objective: This study aimed to evaluate the implementation of a technology-enabled peer coaching intervention to support diabetes self-management among patients with uncontrolled diabetes.

Methods: MetroPlusHealth, a predominant Medicaid health maintenance organization based in New York City, partnered with Pyx Health to enroll 300 Medicaid patients with uncontrolled diabetes into its 6-month peer coaching intervention. Pyx Health peer coaches conduct at least 2 evidence-based and goal-oriented coaching sessions per month with their assigned patients. These sessions are focused on addressing both behavioral and social determinants of health (SDoH) with the goal of helping patients increase their diabetes self-management literacy, implement self-management behaviors, and reduce barriers to ongoing self-care. Data analyzed in this study included patient demographic data, clinical data (patient's hemoglobin A1c [HbA1c]), and program implementation data including types of behavioral determinants of health and SDoH reported by patients and types of interventions used by peer coaches.

Results: A total of 330 patients enrolled in the peer mentoring program and 2118 patients were considered to be on a waitlist group and used as a comparator. Patients who enrolled in the peer coaching program were older; more likely to be English speakers, female, and African American; and less likely to be White or Asian American or Pacific Islander than those in the waitlist condition, and had similar HbA1c laboratory results at baseline (intervention group 10.59 vs waitlist condition 10.62) Patients in the enrolled group had on average a -1.37 point reduction in the HbA1c score (n=70; pre: 10.99, post 9.62; P<.001), whereas patients in the waitlist group had a -0.16 reduction in the HbA1c score (n=207; pre 9.75, post 9.49; P<.001). Among a subsample of participants enrolled in the program with at least 2 HbA1c scores, we found that endorsement of emotional health issues (β=1.344; P=.04) and medication issues (β=1.36; P=.04) were significantly related to increases in HbA1c.

Conclusions: This analysis of a technology-enabled 1-on-1 peer coaching program showed improved HbA1c levels for program participants relative to nonprogram participants. Results suggested participants with emotional stressors and medication management issues had worse outcomes and many preferred to connect through phone calls versus an app. These findings support the effectiveness of digital programs with multimodal approaches that include human support for improving diabetes self-management in a typically marginalized population with significant SDoH barriers.

对控制不佳的糖尿病患者实施技术辅助型糖尿病自我管理同伴辅导干预:准实验案例研究。
背景:糖尿病患者的健康状况更差,医疗支出更高。改善糖尿病疗效需要患者参与自我管理。同伴辅导计划可以帮助患者参与自我管理,同时解决个人和结构性障碍。这些同伴辅导计划可以通过数字平台进行扩展,从而有效地将患者与同伴支持者联系起来,帮助患者进行糖尿病自我管理:本研究旨在评估技术辅助同伴指导干预措施的实施情况,以支持未受控制的糖尿病患者进行糖尿病自我管理:MetroPlusHealth是纽约市一家主要的医疗补助健康维护组织,该组织与Pyx Health合作,将300名未受控制的糖尿病医疗补助患者纳入其为期6个月的同伴指导干预中。Pyx Health 的同伴辅导员每月至少对其指定的患者进行 2 次以证据为基础、以目标为导向的辅导。这些课程主要针对行为和健康的社会决定因素 (SDoH),目的是帮助患者提高糖尿病自我管理素养,实施自我管理行为,减少持续自我护理的障碍。本研究分析的数据包括患者人口统计学数据、临床数据(患者血红蛋白 A1c [HbA1c])和项目实施数据,包括患者报告的健康行为决定因素和 SDoH 类型以及同伴教练使用的干预类型:共有 330 名患者参加了同伴指导计划,2118 名患者被视为候选组,并作为比较组。参加同伴指导计划的患者年龄较大;与候选者相比,更有可能是讲英语者、女性和非裔美国人;而白人、亚裔美国人或太平洋岛民的可能性较小,且基线时的 HbA1c 实验室结果相似(干预组 10.59 vs 候选者 10.62)。62)干预组患者的 HbA1c 评分平均降低了 -1.37 分(n=70;干预前:10.99,干预后:9.62;P1c 评分(n=207;干预前:9.75,干预后:9.49;P1c 评分),我们发现对情绪健康问题(β=1.344;P=.04)和药物治疗问题(β=1.36;P=.04)的认可与 HbA1c 的升高显著相关:这项对技术辅助型 1 对 1 同伴辅导计划的分析表明,与非计划参与者相比,计划参与者的 HbA1c 水平有所提高。结果表明,有情绪压力和药物管理问题的参与者的结果更差,许多人更喜欢通过电话而不是应用程序进行联系。这些研究结果支持了数字项目的有效性,该项目采用多模式方法,包括人力支持,以改善典型的边缘化人群的糖尿病自我管理,这些人群面临着严重的 SDoH 障碍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
JMIR Diabetes
JMIR Diabetes Computer Science-Computer Science Applications
CiteScore
4.00
自引率
0.00%
发文量
35
审稿时长
16 weeks
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