资源匮乏环境下参与式数据收集和管理:城市难民实地试验

Ying Xu, C. Maitland
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引用次数: 16

摘要

随着对数据的访问和控制变得越来越民主化,了解低资源环境的潜力和限制对系统设计和实践具有重要意义。我们的研究通过提出和测试基于ict的参与式数据管理系统,将参与者从数据提供者转变为数据消费者,从而推动了当前系统部署的界限。这个工具从参与式设计开始,参与式设计让参与者决定收集哪种类型的数据。然后,对他们进行数据收集、分析和管理方面的培训。这使参与者能够获得基本的数据科学技能,以做出明智的决策。我们的研究使用混合方法来探索该系统在卢旺达城市难民中的可行性和效果。定量结果表明,难民使用系统建立社区的感知有效性直接受到系统可用性评估的影响,而系统可用性评估又受到教育水平的影响,而不受ICT自我效能的影响。定性结果突出了所有参与者所经历的以社区为基础的互动,并突出了城市难民与难民营难民在开展项目方面的重要差异。
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Participatory data collection and management in low-resource contexts: a field trial with urban refugees
As access to and control of data becomes increasingly democratized, understanding the potential and constraints for low resource contexts has important implications for system design as well as practice. Our research pushes the bounds of current system deployment by proposing and testing an ICT-based participatory data management system to transform participants from data providers to data consumers. This tool begins with participatory design, which engages participants in deciding which types of data to collect. Then, it involves training them in data collection, analysis and management. This enables participants to gain basic data science skills to make informed decisions. Our study uses mixed methods to explore the feasibility and effects of this system with urban refugees living in Rwanda. The quantitative results indicate refugees' perceived effectiveness in using the system to build communities is directly influenced by system usability assessments, which in turn are influenced by education levels but not ICT self-efficacy. Qualitative results highlight the community-based interactions experienced by all participants and highlight important differences in pursuing projects with urban versus camp-based refugees.
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