在实地卫生研究工作中,电子数据收集是否比纸质数据收集更有效?桑给巴尔参与式行动研究

Omar Juma Othman, E. Mashayo, Jamison Jones, Kajal Shah, Christine Graham, A. Yong, Ronnie Graham, F. Omar, V. Chan
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摘要

低资源环境中的技术进步为实施电子数据收集方法、提高数据质量打开了大门。我们研究了在桑给巴尔使用电子数据收集工具的顾虑,开发了一种工具来解决这些顾虑,并评估了在桑给巴尔的一项基于社区的研究中,除纸质数据收集工具外,采用电子数据收集工具的过程和局限性。从 2022 年 11 月到 2023 年 10 月,14 名数据收集小组成员参加了(1)咨询研讨会,通过鱼骨分析了解他们对在实地工作中使用电子数据收集工具的犹豫不决(计划);(2)制定纸质方法的实施和评估计划(执行);(3)评估使用纸质方法的错误比例和面临的挑战(研究);以及(4)开发、实施和评估电子数据收集工具(行动)。利益相关者对使用电子数据收集工具犹豫不决,因为他们担心网络不畅导致数据丢失、缺乏培训导致技术能力不足、不熟悉一般技术以及担心工资损失。研究显示,在基线期间使用纸质数据收集工具非常耗时,12.8%的答复存在错误(20 398 个答复中有 2611 个错误)。然而,电子数据收集应用一旦实施,就变得快捷简单,错误率极低(0.02%)。总体而言,需要改进设备的存储容量,并提供更多培训。通过使用 PAR 方法,我们了解了对电子数据收集工具的担忧,让团队体验了纸质收集方法所面临的挑战,制定了适当的解决方案,并改变了他们对使用技术的态度,从而提高了实地工作的准确性和效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Does electronic data collection perform better than paper-based data collection in health research fieldwork? A participatory action research in Zanzibar
Technological advancement in low-resource settings is opening the gateway to implementation of electronic data collection methods that improve data quality. We examined the concerns to use electronic data collection tool in Zanzibar, codeveloped a tool that addressed the concerns and evaluated the process and limitations of incorporating an electronic data collection tool aside from paper-based during a community-based study in Zanzibar.The science of improvement Plan-Do-Study-Act model guided this mixed-method participatory action research (PAR). From November 2022 to October 2023, 14 data collection team members participated in (1) a consultative workshop with a fishbone analysis to understand their hesitance to use electronic data collection tools for fieldwork (Plan); (2) developing implementation and evaluation plan for the paper-based method (Do); (3) assessing the proportion of errors and challenges faced using paper-based method (Study); and (4) codeveloping, implementing and assessing an electronic data collection tool (Act).Stakeholders were hesitant to use electronic data collection tools because of fear of lost data due to poor internet, insufficient competency with technology due to lack of training, unfamiliarity with technology in general and fear of lost wages. The study revealed that using a paper-based data collection tool during baseline was time-consuming, with 12.8% of responses being errors (2611 errors out of 20 398 responses). However, once implemented, the electronic data collection application was fast and simple, with minimal errors (0.02%). Overall, there is a need to improve devices’ storage capacity devices and provide more training.Using the PAR approach, we understood the concerns with electronic data collection tools, allowed the team to experience the challenges faced with the paper-based collection method, codeveloped an appropriate solution and changed their attitude towards using technology that could increase accuracy and efficiency of their fieldwork.
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