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基于手机的自动化提醒与激励系统设计:在坦桑尼亚一项准随机对照试验中的应用,以提高儿童疫苗接种及时性

Design of an Automated Mobile Phone-Based Reminder and Incentive System: Application in a Quasi-Randomized Controlled Trial to Improve the Timeliness of Childhood Vaccinations in Tanzania.

作者信息

van Zwetselaar Marco, Ostermann Jan, Beti Melkiory, Baumgartner Joy Noel, Mfinanga Sayoki, Ngadaya Esther, Vasudevan Lavanya, Thielman Nathan

机构信息

Zwets IT, Harskamp, The Netherlands.

Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, 915 Greene St, Columbia, SC, 29208, United States, 1 8037778747.

出版信息

JMIR Form Res. 2025 Sep 10;9:e65150. doi: 10.2196/65150.

Abstract

BACKGROUND

The global penetration of mobile phones has offered novel opportunities for communicating health-related information to individuals. A low-cost system that facilitates autonomous communication with individuals via mobile phones holds potential for expanding the reach of health messaging in settings with human resource and infrastructure limitations.

OBJECTIVE

We sought to design a flexible, low-code system using open-source software that could be adapted to different contexts and technical environments and accommodate a wide range of automation needs. We report on key details of the mobile phone-based appointment reminder and incentive system (mParis), document its use, review implementation challenges and adaptations to address these challenges in the context of a quasi-randomized trial of mobile phone-based reminders and incentives as means of increasing the timeliness of childhood vaccinations in Tanzania, and outline other use cases that highlight the versatility of the system.

METHODS

The mParis instance described in this paper, which is hosted in Tanzania, sent automated, individualized vaccination reminders in the form of SMS text messages to the mobile phones of mothers of young children. Process workflows, based on the national vaccination schedule of Tanzania, were programmed into mParis. Reminders for vaccinations due at ages 6, 10, and 14 weeks were sent 7 days and 1 day before and 14 days after each vaccination due date. A subset of messages included financial incentive offers to mothers for the timely vaccination of their children. We report on implementation outcomes, challenges, and adaptations to address these challenges.

RESULTS

Between August and December 2017, a total of 412 pregnant women were enrolled in the trial. After mothers reported the birth of their children, individualized vaccination reminder messages were sent for vaccination due dates between January and July 2018. From March 2018, messages contained financial incentive offers. Of 1397 messages sent, 1122 (80.3%) messages were recorded as delivered, 249 (18.8%) as expired and resent; 23 (1.6%) as failed, and 3 (0.2%) as sent but lacking a delivery confirmation. In total, 633 (45.3%) messages contained incentive offers. Of 173 women who received at least 1 message, 67 (38.7%) were sent reminders only; 106 (61.3%) women were sent at least 1 incentivized message. Numerous challenges were encountered during the system's implementation, despite its deliberate design to accommodate basic problems, such as intermittent internet access and power failures. Continuous adaptation to increase the resilience of the system resulted in a successful deployment.

CONCLUSIONS

mParis' open-source nature, auditability, and ability to autonomously execute algorithms in a low-resource setting with frequent infrastructure challenges suggest favorable prospects to automate health communication in a wide range of settings. mParis' use in other applications, including enrollment and follow-up for health-related research studies, demonstrates its versatility and ability to accommodate diverse challenges that may be encountered.

摘要

背景

手机在全球的普及为向个人传递健康相关信息提供了新机遇。一种低成本系统能够通过手机促进与个人的自主沟通,在人力资源和基础设施有限的环境中,具有扩大健康信息传播范围的潜力。

目的

我们试图使用开源软件设计一个灵活的、低代码的系统,该系统可适应不同的环境和技术条件,并能满足广泛的自动化需求。我们报告基于手机的预约提醒和激励系统(mParis)的关键细节,记录其使用情况,回顾实施过程中遇到的挑战以及为应对这些挑战所做的调整,该系统是在坦桑尼亚进行的一项基于手机提醒和激励以提高儿童疫苗接种及时性的准随机试验背景下开展的,并概述其他用例以突出该系统的多功能性。

方法

本文所述的mParis实例托管在坦桑尼亚,以短信形式向幼儿母亲的手机发送自动、个性化的疫苗接种提醒。基于坦桑尼亚国家疫苗接种计划的流程工作流被编程到mParis中。在每次疫苗接种到期日的前7天、前1天以及到期日后14天,发送6周、10周和14周龄应接种疫苗的提醒。一部分短信向母亲提供经济激励,鼓励她们及时为孩子接种疫苗。我们报告实施结果、挑战以及为应对这些挑战所做的调整。

结果

2017年8月至12月期间,共有412名孕妇参与该试验。母亲报告孩子出生后,针对2018年1月至7月的疫苗接种到期日发送了个性化的疫苗接种提醒短信。从2018年3月起,短信中包含经济激励内容。在发送的1397条短信中,1122条(80.3%)被记录为已送达,249条(18.8%)过期后重新发送;23条(1.6%)发送失败,3条(0.2%)已发送但未收到送达确认。总共有633条(45.3%)短信包含激励内容。在173名至少收到1条短信的女性中,67名(38.7%)仅收到提醒;106名(61.3%)女性至少收到1条有激励内容的短信。尽管该系统在设计时特意考虑了诸如间歇性网络接入和停电等基本问题,但在系统实施过程中仍遇到了许多挑战。通过持续调整以提高系统的弹性最终实现了成功部署。

结论

mParis的开源性质、可审计性以及在基础设施频繁出现问题的低资源环境中自主执行算法的能力,表明其在广泛环境中实现健康沟通自动化具有良好前景。mParis在其他应用中的使用,包括与健康相关研究的招募和随访,证明了其多功能性以及应对可能遇到的各种挑战的能力。

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