混合模式经济调查中的模式效应:来自随机实验的见解

Joanne W. Hsu, B. Helppie‐McFall
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引用次数: 6

摘要

基于网络的调查在经济、市场营销和其他社会科学研究中变得越来越普遍。然而,使用网络访谈收集的数据与使用更传统的调查模式收集的数据的可比性存在问题,特别是对家庭经济行为的调查。来自不同调查模式的数据之间的差异可能通过两种不同的机制产生:由于(缺乏)网络访问的样本选择性和模式效应。本研究利用混合模式认知经济学研究的随机实验设计,将模式效应与样本选择性问题分开检验。特别地,我们检查了由于模式效应导致的调查回复率、项目无反应和数据质量的差异。我们的研究结果表明,与邮件模式相比,网络模式调查(1)在网络用户中获得更高的回复率,(2)显示更低的项目不响应,(3)获得更精确的财务指标值。我们的结论是,对于使用网络的人群,网络模式调查似乎比邮件模式调查产生更多可用的数据,这些数据似乎是高质量的。然而,我们也没有发现系统的模式差异在类别分布的回应项目,提供没有证据表明,从两种模式的数据池是不可取的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mode Effects in Mixed-Mode Economic Surveys: Insights from a Randomized Experiment
Web-based surveys have become increasingly common in economic, marketing, and other social science research. However, questions exist about the comparability of data gathered using a web interview and data gathered using more traditional survey modes, particularly for surveys on household economic behavior. Differences between data from different survey modes may arise through two different mechanisms: sample selectivity due to (lack of) web access and mode effects. This study leverages the randomized experimental design of the mixed-mode Cognitive Economics Study to examine mode effects separately from sample selectivity issues. In particular, we examine differences in survey response rates, item nonresponse, and data quality due to mode effects. Our results indicate that, in contrast to mail mode, web mode surveys (1) attain higher response rates among web users, (2) display lower item nonresponse, and (3) elicit more precise values for financial measures. We conclude that, for web-using populations, web mode surveys appear to result in more usable data than mail mode surveys, and these data appear to be of high quality. However, we also find no systematic mode differences in the categorical distributions of responses to items, providing no evidence that pooling data from the two modes is inadvisable.
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