Operations Management, Indian School of Business, Hyderabad, Telangana, India.
Max Institute of Healthcare Management, Indian School of Business, Mohali, India
BMJ Open. 2021 Aug 12;11(8):e045246. doi: 10.1136/bmjopen-2020-045246.
We assessed the effectiveness of community health workers (CHWs)-led, technology-enabled programme as a large-scale, real-world solution for screening and long-term management of diabetes and hypertension in low-income and middle-income countries.
Retrospective cohort design.
Forty-seven low-income neighbourhoods of Hyderabad, a large Indian metropolis.
Participants (aged ≥20 years) who subscribed to an ongoing community-based chronic disease management programme employing CHWs and technology to manage diabetes and hypertension.
We used deidentified programme data between 1 March 2015 and 8 October 2018 to measure participants' pre-enrolment and post-enrolment retention rate and within time-interval mean difference in participants' fasting blood glucose and blood pressure using Kaplan-Meier and mixed-effect regression models, respectively.
51 126 participants were screened (median age 41 years; 65.2% women). Participant acquisition rate (screening to enrolment) was 4%. Median (IQR) retention period was 163.3 days (87.9-288.8), with 12 months postenrolment retention rate as 16.5% (95% CI 14.7 to 18.3). Reduction in blood glucose and blood pressure levels varied by participants' retention in the programme. Adjusted mean difference from baseline ranged from -14.0 mg/dL (95% CI -18.1 to -10.0) to -27.9 mg/dL (95% CI -47.6 to -8.1) for fasting blood glucose; -2.7 mm Hg (95% CI -7.2 to 2.7) to -7.1 mm Hg (95% CI -9.1 to -4.9) for systolic blood pressure and -1.7 mm Hg (95% CI -4.6 to 1.1) to -4.2 mm Hg (95% CI -4.9 to -3.6) for diastolic blood pressure.
CHW-led, technology-enabled private sector interventions can feasibly screen individuals for non-communicable diseases and effectively manage those who continue on the programme in the long run. However, changes in the model (eg, integration with the public health system to reduce out-of-pocket expenditure) may be needed to increase its adoption by individuals and thereby improve its cost-effectiveness.
我们评估了社区卫生工作者(CHW)主导、技术支持的项目作为一种大规模的现实解决方案,用于在低收入和中等收入国家筛查和长期管理糖尿病和高血压。
回顾性队列设计。
印度特大城市海得拉巴的 47 个低收入社区。
参加正在进行的基于社区的慢性病管理项目的参与者,该项目使用 CHW 和技术来管理糖尿病和高血压。参与者(年龄≥20 岁)。
我们使用 2015 年 3 月 1 日至 2018 年 10 月 8 日期间的匿名项目数据,分别使用 Kaplan-Meier 和混合效应回归模型来衡量参与者的预登记和登记后的保留率以及参与者空腹血糖和血压的时间间隔内平均差异。
筛选了 51126 名参与者(中位数年龄 41 岁;65.2%为女性)。参与者的获得率(筛查到登记)为 4%。中位(IQR)保留期为 163.3 天(87.9-288.8),登记后 12 个月的保留率为 16.5%(95%CI 14.7 至 18.3)。血糖和血压水平的降低因参与者在该计划中的保留情况而异。从基线开始的调整平均差异范围为 14.0mg/dL(95%CI -18.1 至-10.0)至-27.9mg/dL(95%CI -47.6 至-8.1),用于空腹血糖;-2.7mmHg(95%CI -7.2 至 2.7)至-7.1mmHg(95%CI -9.1 至-4.9)用于收缩压和-1.7mmHg(95%CI -4.6 至 1.1)至-4.2mmHg(95%CI -4.9 至-3.6)用于舒张压。
CHW 主导、技术支持的私营部门干预措施可以有效地筛查非传染性疾病患者,并在长期内有效地管理继续参加该计划的患者。然而,可能需要改变该模式(例如,与公共卫生系统整合以降低自付费用)以提高个人的采用率,从而提高其成本效益。