用辅助数据源来增强调查的伦理考虑
Bella Struminskaya1, Joseph W Sakshaug2
1Associate Professor, Department of Methodology and Statistics, Utrecht University, Utrecht, The Netherlands.
Public opinion quarterly
|September 14, 2023
概括
将补充数据与调查相结合,引发了影响参与的隐私问题. 本综合报告回顾了伦理问题,经验证据和新型数据收集方法的保障措施.
科学领域:
- 社会科学 社会科学 社会科学
- 调查方法 调查方法
- 数据伦理数据伦理
背景情况:
- 调查研究人员越来越多地使用补充数据 (paradata,行政,上下文) 来增强研究.
- 将这些新型数据源与调查相结合,会带来未解决的伦理和数据隐私问题.
研究的目的:
- 审查对影响参与补充调查的隐私问题的伦理考虑和经验证据.
- 讨论新的数据收集和传播的潜在数据隐私保护方法.
主要方法:
- 对道德考虑的系统审查.
- 对隐私影响的经验证据的综合分析.
- 讨论数据保护策略.
主要成果:
- 隐私问题是影响参与使用补充数据的研究的一个重要因素.
- 现有的道德框架可能无法完全解决新型数据集成的复杂性.
- 各种技术和程序保障可以减轻参与者的隐私问题.
结论:
- 解决数据隐私问题对于在调查中成功和道德地整合补充数据至关重要.
- 需要进一步研究数据匿名化,同意和安全传播的最佳实践.
- 开发强有力的隐私保护方法将促进信任,并鼓励参与未来的调查研究.
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