University of Wisconsin School of Medicine and Public Health, Department of Family Medicine and Community Health, Madison, WI, USA.
University of Wisconsin School of Medicine and Public Health, Department of Biostatistics and Medical Informatics, Madison, WI, USA.
Glob Health Sci Pract. 2020 Dec 23;8(4):699-720. doi: 10.9745/GHSP-D-20-00076.
The global prevalence of diabetes has nearly doubled since 1980. Seventy-five percent of patients with diabetes live in low- and middle-income countries, such as Guatemala, where health care systems are often poorly equipped for chronic disease management. Community health workers (CHWs) and mobile health technology have increasingly been applied to the diabetes epidemic in these settings, although mostly in supportive rather than primary roles in diabetes management. We sought to improve diabetes care in rural Guatemala through the development of a CHW-led diabetes program and a smartphone application to provide CHWs with clinical decision support.
We worked with our local partners to develop a program model and the smartphone application (using the CommCare platform) and to train CHWs. We recruited patients with type 2 diabetes living in rural communities. Program evaluation used a single-group, pre-post design. Primary outcomes were hemoglobin A1c and the percentage of patients meeting A1c goals compared with baseline. We also followed a variety of process metrics, including application reliability.
Eighty-nine patients enrolled during the study period. The hemoglobin A1c percentage decreased significantly at 3 months (-1.0; 95% CI=-1.7, -0.6), 6 months (-1.5; 95% CI=-2.2, -0.8), 9 months (-1.3; 95% CI=-2.0, -0.6), and 12 months (-1.0; 95% CI=-1.7, -0.4). The percentage of patients with A1c ≤ 8% increased significantly at 3 months (23.6% to 44.4%, =.007), 6 months (22.0% to 44.0%, =.015), and 9 months (23.9% to 45.7%, =.03). CHWs and supervising physicians agreed with application medication recommendations >90% of the time.
Our results suggest that CHWs can safely and effectively manage diabetes with the assistance of a smartphone application and remote physician supervision. This model should be evaluated versus other standards of care and could be adapted to other low-resource settings and chronic diseases.
自 1980 年以来,全球糖尿病患病率几乎翻了一番。75%的糖尿病患者生活在中低收入国家,如危地马拉,这些国家的医疗体系通常无法很好地管理慢性病。在这些环境中,社区卫生工作者(CHW)和移动医疗技术越来越多地应用于糖尿病流行,但大多是在糖尿病管理中发挥辅助作用,而不是主要作用。我们试图通过开发 CHW 主导的糖尿病项目和智能手机应用程序来为 CHW 提供临床决策支持,从而改善危地马拉农村地区的糖尿病护理。
我们与当地合作伙伴合作,开发了一个项目模型和智能手机应用程序(使用 CommCare 平台),并对 CHW 进行了培训。我们招募了居住在农村社区的 2 型糖尿病患者。方案评估采用单组、前后测设计。主要结局是血红蛋白 A1c 和与基线相比达到 A1c 目标的患者比例。我们还跟踪了各种过程指标,包括应用程序的可靠性。
在研究期间,有 89 名患者入组。血红蛋白 A1c 的百分比在 3 个月时显著下降(-1.0;95%置信区间(CI)=-1.7,-0.6)、6 个月时(-1.5;95%CI=-2.2,-0.8)、9 个月时(-1.3;95%CI=-2.0,-0.6)和 12 个月时(-1.0;95%CI=-1.7,-0.4)。A1c≤8%的患者比例在 3 个月时显著增加(从 23.6%增加到 44.4%,=.007)、6 个月时(从 22.0%增加到 44.0%,=.015)和 9 个月时(从 23.9%增加到 45.7%,=.03)。CHW 和监督医生在超过 90%的时间内同意应用程序的药物建议。
我们的结果表明,CHW 可以在智能手机应用程序和远程医生监督的帮助下安全有效地管理糖尿病。这种模式应该与其他护理标准进行评估,并可以适应其他资源匮乏的环境和慢性病。