在瞬间数据采集和调查研究中对参与率和自我选择偏差的基于人口的调查
Arthur A Stone1,2, Stefan Schneider1,2, Joshua M Smyth3
1Department of Psychology, University of Southern California.
Current psychology (New Brunswick, N.J.)
|September 25, 2025
概括
参与者选择偏差影响了调查研究,特别是瞬间数据捕获研究. 吸收率较低,特定的人口统计和特征影响参与,影响研究的概括性.
科学领域:
- 心理学 心理学 心理学
- 社会学 社会学 社会学
- 卫生研究方法论 卫生研究方法论
背景情况:
- 参与者选择偏见是所有调查研究中的关键问题.
- 与生态瞬间评估 (Ecological Momentary Assessment) 一样的瞬间数据捕获研究,由于潜在的低吸收率和参与者负担,面临着更大的担忧.
研究的目的:
- 在健康和情绪研究中调查参与者选择偏见.
- 为了记录不同研究设计的参与者招募的不同阶段的吸收率.
主要方法:
- 邀请了3000人参与;记录了反应和吸收率.
- 表示兴趣的参与者被随机分配到一次性调查,低负担或高负担的瞬间研究中.
- 分析了影响同意的人口和心理因素.
主要成果:
- 整体不响应率为85.9%;6.9%表示初始兴趣,2.1%同意入学.
- 白人更有可能完成最初的调查.
- 更高的收入",开放"的个性,更好的计算机/打字技巧,以及对研究的重要性的感知增加了同意.
结论:
- 参与者选择偏差在一次性调查和瞬间数据捕获研究中都很明显.
- 偏差的程度受研究假设和设计的影响.
- 除人口统计之外的因素,如人格和感知到的研究价值,显著影响参与.
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