使用手机调查数据进行流程评估和改进:从七个地点的九项调查中学习的最佳实践和经验教训
Casey J Siesel1, Juliette Lee1, Rachael Phadnis1,2
1Division of Global Health Protection, Global Health Center, Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA 30329, USA.
Oxford open digital health
|April 15, 2025
概括
移动电话调查 (MPS) 为公共卫生趋势提供了有效的数据收集. 分析调查数据揭示了优化MPS效率和有效性的关键指标,以获得更好的公共卫生见解.
科学领域:
- 公共卫生 公共卫生
- 调查方法 调查方法
- 数据科学数据科学数据科学
背景情况:
- 移动电话调查 (MPS) 提供了一种快速,经济有效的方法来收集代表性的健康数据.
- 数字化调查可以捕获元数据和paradata用于过程评估.
- 美国疾病控制和预防中心支持在七个国家实施MPS进行非传染性疾病监测.
研究的目的:
- 评估paradata对优化移动电话调查流程的有用性.
- 确定影响MPS效率和有效性的关键指标.
- 加强用于公共卫生监测的数据收集策略.
主要方法:
- 对来自37,591个完成的MPS访谈中的2500多万行paradata进行了探索性数据分析.
- 专注于数据收集平台和受访者之间的互动.
- 确定了影响调查流程优化的五个关键指标.
主要成果:
- 影响MPS优化的关键指标包括参与时间,问题随机化,需要完成的联系人,错误和模式效应.
- 模式数据分析有助于实时评估调查过程.
- 鉴定出来的因素与提高MPS效率和有效性直接相关.
结论:
- 调查数据对于实时评估和优化MPS至关重要.
- 使用paradata可以提高公共卫生移动数据收集的效率和有效性.
- 结果指导了调查设计和实施的改进,以更好地监测健康趋势.
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