The Effects of Response Burden – Collecting Life History Data in a Self-Administered Mixed-Device Survey

IF 0.5 4区 数学 Q4 SOCIAL SCIENCES, MATHEMATICAL METHODS Journal of Official Statistics Pub Date : 2022-12-01 DOI:10.2478/jos-2022-0046
J. Carstensen, Sebastian Lang, Fine Cordua
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Abstract

Abstract Collecting life history data is highly demanding and therefore prone to error since respondents must retrieve and provide extensive complex information. Research has shown that response burden is an important factor influencing data quality. We examine whether increases in different measures of response burden in a (mixed-device) online survey lead to adverse effects on the data quality and whether these effects vary by the type of device used (mobile versus non-mobile). We conducted an experimental study in an online mixed-device survey, for which we developed a questionnaire on the educational and occupational trajectories of secondary-school graduates, undergraduates, and university graduates. To address our research question, we randomly assigned different levels of response burden to the participants and compared different measures on the data quality and response. We found mixed evidence for unfavourable effects of response burden on the examined outcomes. While some of our results were expected, they were not consistent across all subgroups. Most interestingly, the effects of response burden on outcomes seemed to differ based on the device used. Hence, we conclude that further research is needed to optimise the collection of complex data from different groups of participants.
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反应负担的影响——在自行管理的混合设备调查中收集生活史数据
摘要收集生活史数据要求很高,因此容易出错,因为受访者必须检索并提供大量复杂的信息。研究表明,响应负担是影响数据质量的一个重要因素。我们研究了在(混合设备)在线调查中,不同响应负担指标的增加是否会对数据质量产生不利影响,以及这些影响是否因使用的设备类型(移动设备与非移动设备)而异。我们在一项在线混合设备调查中进行了一项实验研究,为此我们制定了一份关于中学毕业生、本科生和大学毕业生的教育和职业轨迹的问卷。为了解决我们的研究问题,我们随机给参与者分配了不同水平的反应负担,并比较了数据质量和反应的不同衡量标准。我们发现,应对负担对检查结果产生不利影响的证据喜忧参半。虽然我们的一些结果是意料之中的,但并非所有亚组的结果都一致。最有趣的是,反应负担对结果的影响似乎因使用的设备而异。因此,我们得出结论,需要进一步的研究来优化从不同参与者群体收集复杂数据的过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Official Statistics
Journal of Official Statistics STATISTICS & PROBABILITY-
CiteScore
1.90
自引率
9.10%
发文量
39
审稿时长
>12 weeks
期刊介绍: JOS is an international quarterly published by Statistics Sweden. We publish research articles in the area of survey and statistical methodology and policy matters facing national statistical offices and other producers of statistics. The intended readers are researchers or practicians at statistical agencies or in universities and private organizations dealing with problems which concern aspects of production of official statistics.
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