卫生研究中的电子数据收集:来自实地的经验分享,南非

Y. Singh, D. Jackson, A. Gevers, P. Mahlangu, S. Shamu, E. Nel, Nadine Harker, Burnhams, A. Goga
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摘要

背景:移动医疗和电子数据收集(EDC)系统在发展中国家迅速扩展。对资源有限的非洲环境中使用电子(移动)系统促进大规模研究数据收集的研究人员的经验进行了综合。方法:我们综合了南非医学研究理事会(SAMRC)开展的电子数据收集研究的研究人员和用户的经验:(1)对9679对母婴进行横断面全国调查,测量使用低成本诺基亚移动电话预防母婴传播(PMTCT)方案的有效性;(2)基于学校的随机对照试验,预防青少年使用iPod Touch的性别暴力(N=3755);(3)对2000名成人和1000名青少年进行了一项关于使用LAVA片剂进行国际酒精控制的纵向社区研究;(4)使用诺基亚入门级手机对22,733名参与者进行了伤害死亡率回顾性描述性调查。结果:电子数据采集需要系统的设置和测试,数据采集人员的培训和日常支持,数据采集人员的年龄、能力、工具的复杂程度和大小需要适当的匹配。在资源有限的环境中进行的四项研究中指出的一些风险是由于网络覆盖不覆盖或有限而导致数据上传延迟、设备丢失(例如,手机或iPod touch)、老年用户培训时间增加、打字错误以及在进行实地工作时保持电池充电的挑战。所指出的好处包括使用自动跳过模式和强制字段,减少了错误和早期发现潜在错误,用户友好的界面,获得实时数据以监测实地工作,能够同时向工作人员和管理人员提供反馈,不需要数据采集器,减少了打印和存储成本,并缩短了从完成数据收集到生成一套干净的最终数据集供分析的时间。结论:在资源有限的情况下,使用电子(移动)系统进行数据收集的好处似乎大于风险。在不断变化的信息技术时代,电子移动技术正在成为一种流行的数据收集工具。像任何其他技术工具一样,电子系统可以改进到
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Electronic Data Collection in Health Research: Shared Experiences from the Field, South Africa
Background: mHealth and electronic data collection (EDC) systems have rapidly expanded in developing countries. A synthesis of the experiences of the researchers in resource limited African settings who have used electronic (mobile) systems to facilitate data collection in large-scale research was conducted. Methods: We synthesise the experiences of researchers and users engaged in studies using electronic data collection conducted by the South African Medical Research Council (SAMRC): (1) A cross sectional national survey of 9679 mother-infant pairs measuring the effectiveness of Prevention of Mother to Child Transmission (PMTCT) programme using low cost Nokia mobile phones; (2) A school-based randomised control trial to prevent gender based violence with teenagers (N=3755) using iPod Touch; (3) A longitudinal community-based study on International Alcohol Control using LAVA tablets on 2000 adults and 1000 adolescents; (4) A retrospective descriptive survey on injury mortality using entry-level Nokia phones to interview 22,733 participants using questionnaires. Results: Electronic Data Collection (EDC) necessitates systematic set-up and testing of the system, training and daily support of data collectors with appropriate matching between data collector age, ability, the tools complexity and size. Some of the risks noted in four research studies conducted in resource-limited settings were delayed uploading of data due to no or limited network coverage, loss of devices (e.g., cell phone or iPod touch), increased training time for older aged users, typing errors, and challenge of keeping batteries charged while conducting fieldwork. The benefits noted included the use of automated skip patterns and mandatory fields which reduced errors and early detection of potential errors, user-friendly interfaces, access to real time data for monitoring of field work enabling simultaneous feedback to staff and management, negated the need for data capturers, reduced printing and storage costs and reduction in time from completion of data collection to the generation of a cleaned final data set for analysis. Conclusion: The benefits of using electronic (mobile) systems for data collection appear to outweigh the risks in resource limited settings. Given the continuously changing information and technology age, electronic mobile technologies are becoming a popular data collection tool. Like any other technological tool, electronic systems can be improved to
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