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对鼠标跟踪数据收集的隐私态度

Felix Henninger1, Pascal J Kieslich2, Amanda Fernández-Fontelo3

  • 1Graduate Student at the Chair for Statistics and Data Science in Social Sciences and the Humanities, Faculty of Mathematics, Informatics and Statistics, Ludwig-Maximilians-Universität München, Munich, Germany; and Research Affiliate, Mannheim Centre for European Social Research, University of Mannheim, Mannheim, Germany.

Public opinion quarterly
|September 14, 2023
PubMed
概括
此摘要是机器生成的。

鼠标跟踪数据可以降低参与调查的意愿. 结合对调查的同意和鼠标跟踪,与单独的选择相比,增加了参与率,但对数据使用的解释可能会减少意愿.

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科学领域:

  • 调查方法调查方法.
  • 人与计算机的互动.
  • 数据科学是数据科学.

背景情况:

  • 鼠标的运动为了解调查响应过程提供了有价值的paradata.
  • 之前的研究表明,其他数据收集方法可以减少调查参与.
  • 鼠标跟踪对调查同意和参与的影响仍然没有解决.

研究的目的:

  • 调查小鼠跟踪对调查参与意愿的影响.
  • 为了比较不同对鼠标跟踪数据收集的不同同意结构.
  • 评估解释paradata收集动机的影响.

主要方法:

  • 为了模拟调查场景,采用了图片实验.
  • 参与者的参与意愿在不同的同意条件下被测量.
  • 该研究分析了调查和小鼠跟踪的联合与单独同意的影响.

主要成果:

  • 当鼠标跟踪是整体同意的一部分时,报告的参与意愿下降.
  • 对调查完成和鼠标跟踪的联合同意产生了比单独的选择更高的参与率.
  • 解释收集paradata的动机并没有改善,有时甚至降低了参与意愿.

结论:

  • 调查从业人员可能需要平衡总体参与率与对鼠标跟踪数据的渴望.
  • 同意设计显著影响参与者愿意提供鼠标跟踪数据的意愿.
  • 关于paradata收集的明确沟通需要仔细考虑,以避免阻止参与者.