基于手机的自动提醒和激励系统的设计:在准随机对照试验中的应用,以提高坦桑尼亚儿童疫苗接种的及时性。

IF 2 Q3 HEALTH CARE SCIENCES & SERVICES
Marco van Zwetselaar, Jan Ostermann, Melkiory Beti, Joy Noel Baumgartner, Sayoki Mfinanga, Esther Ngadaya, Lavanya Vasudevan, Nathan Thielman
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引用次数: 0

摘要

背景:移动电话的全球普及为向个人传达与健康有关的信息提供了新的机会。促进通过移动电话与个人自主通信的低成本系统具有在人力资源和基础设施有限的环境中扩大卫生信息传播范围的潜力。目的:我们试图设计一个灵活的,使用开源软件的低代码系统,可以适应不同的背景和技术环境,并适应广泛的自动化需求。我们报告了基于手机的预约提醒和激励系统(mParis)的关键细节,记录了其使用情况,回顾了在坦桑尼亚基于手机的提醒和激励作为提高儿童疫苗接种及时性手段的准随机试验背景下实施挑战和应对这些挑战的调整,并概述了突出该系统多功能性的其他用例。方法:本文描述的位于坦桑尼亚的mParis实例以SMS文本信息的形式向幼儿母亲的手机发送自动、个性化的疫苗接种提醒。根据坦桑尼亚国家疫苗接种时间表编制的流程工作流程已列入mParis。6周、10周和14周应接种疫苗的提醒分别在接种日期的前7天和后14天发送。其中一组信息包括向母亲提供经济奖励,鼓励她们及时为子女接种疫苗。我们报告实施成果、挑战以及应对这些挑战的调整。结果:2017年8月至12月期间,共有412名孕妇参加了该试验。在母亲报告孩子出生后,针对2018年1月至7月的疫苗接种截止日期,发送了个性化的疫苗接种提醒信息。从2018年3月起,短信中包含经济奖励。在发送的1397条短信中,1122条(80.3%)被记录为已发送,249条(18.8%)被记录为过期重发;23个(1.6%)为失败,3个(0.2%)已发送,但缺乏交付确认。总共有633条(45.3%)信息包含激励措施。在173名至少收到1条短信的女性中,67名(38.7%)只收到提醒;106名(61.3%)女性收到了至少1条激励信息。尽管该系统经过精心设计,以适应间歇性互联网接入和电力故障等基本问题,但在实施过程中遇到了许多挑战。不断的调整以增加系统的弹性,从而实现了成功的部署。结论:mParis的开源特性、可审计性和在低资源环境下自主执行算法的能力,以及频繁的基础设施挑战,表明了在广泛环境下自动化健康通信的良好前景。mParis在其他应用中的使用,包括健康相关研究的登记和随访,证明了它的多功能性和适应可能遇到的各种挑战的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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.

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.

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.

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.

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.

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来源期刊
JMIR Formative Research
JMIR Formative Research Medicine-Medicine (miscellaneous)
CiteScore
2.70
自引率
9.10%
发文量
579
审稿时长
12 weeks
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