在混合设备调查设计中使用模式切换最大化数据质量:非反应偏差和人口行为模型

IF 1.4 Q3 SOCIAL SCIENCES, MATHEMATICAL METHODS Methods Data Analyses Pub Date : 2016-01-16 DOI:10.12758/mda.2015.010
W. Axinn, Heather Gatny, J. Wagner
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引用次数: 6

摘要

在互联网上进行调查访谈已经成为降低数据收集成本和增加访谈频率的一种有吸引力的方法,特别是在纵向研究中。然而,对于频繁重新访谈的研究来说,网络模式的优势可能会被低回复率和潜在的无反应偏差误导调查人员的严重缺点所抵消。从纵向研究来看,重要的生活事件,如就业状况的变化、关系的变化或搬家都可能导致损耗,从而产生损耗偏差的可能性。这种偏差在纵向网络调查中的潜在程度还没有得到很好的理解。我们使用来自关系动态和社会生活(RDSL)研究的数据来检查混合设备方法与主动模式切换的潜力,以减少损耗偏差。RDSL设计允许小组成员通过将电话访谈整合到以收集每周报告为目标的纵向网络调查中来切换模式。我们发现,在这种允许小组成员切换模式的设计中,与只使用网络的方法相比,可以让更多的参与者留在研究中。曾经切换模式的人的特征与没有切换模式的人不同——不仅包括人口统计学特征,还包括与怀孕有关的基线特征和基线访谈后收集的时变特征。这在同时控制多个维度的多变量模型中是正确的。我们得出结论,模式选择和模式切换对于纵向网络调查的成功是重要的,以最大限度地提高参与度和最小化损耗。
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Maximizing Data Quality using Mode Switching in Mixed-Device Survey Design: Nonresponse Bias and Models of Demographic Behavior
Conducting survey interviews on the internet has become an attractive method for lowering data collection costs and increasing the frequency of interviewing, especially in longitudinal studies. However, the advantages of the web mode for studies with frequent re-interviews can be offset by the serious disadvantage of low response rates and the potential for nonresponse bias to mislead investigators. Important life events, such as changes in employment status, relationship changes, or moving can cause attrition from longitudinal studies, producing the possibility of attrition bias. The potential extent of such bias in longitudinal web surveys is not well understood. We use data from the Relationship Dynamics and Social Life (RDSL) study to examine the potential for a mixed-device approach with active mode switching to reduce attrition bias. The RDSL design allows panel members to switch modes by integrating telephone interviewing into a longitudinal web survey with the objective of collecting weekly reports. We found that in this design allowing panel members to switch modes kept more participants in the study compared to a web only approach. The characteristics of persons who ever switched modes are different than those who did not – including not only demographic characteristics, but also baseline characteristics related to pregnancy and time-varying characteristics that were collected after the baseline interview. This was true in multivariate models that control for multiple of these dimensions simultaneously. We conclude that mode options and mode switching is important for the success of longitudinal web surveys to maximize participation and minimize attrition.
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来源期刊
Methods Data Analyses
Methods Data Analyses SOCIAL SCIENCES, MATHEMATICAL METHODS-
CiteScore
2.20
自引率
23.10%
发文量
0
审稿时长
40 weeks
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