企业调查问卷的复杂性、休息时间与回应可能性

IF 1.6 4区 数学 Q2 SOCIAL SCIENCES, MATHEMATICAL METHODS Journal of Survey Statistics and Methodology Pub Date : 2021-06-15 DOI:10.1093/JSSAM/SMAB017
J. Rodhouse, T. Wilson, Heather E Ridolfo
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引用次数: 0

摘要

一段时间以来,响应负担一直是调查研究中关注的问题。一个令人关切的领域是反应负担可能对反应率产生的负面影响。为了减轻对回复率的负面影响,调查研究组织试图将受访者面临的负担降至最低,并最大限度地提高回复的可能性。许多组织还试图通过实施休息期或调查假期来注意负担可能在受访者参与未来调查的可能性中发挥的作用。最近,一项横断面家庭调查研究的新证据为研究负担提供了一个有趣的视角。证据表明,如果第一次调查更难完成,那么在两次独立调查中抽样的人更有可能对第二次调查做出回应,而且这种影响没有受到两次调查之间休息期的显著影响。这些发现令人信服,而且由于影响家庭和机构调查反应的机制在重要方面有所不同,因此有必要在机构调查背景下进行类似的审查。为此,使用了国家农业统计局的数据。总体而言,我们的研究发现,先前的调查特征,如问卷复杂性(或负担)、先前的反应倾向和休息时间,与对后续调查的反应显著相关。我们还发现,首先接受更复杂问卷的样本单位对后续调查的回答概率明显高于首先接受更简单问卷的样本单元。本文的研究结果对无响应调整和识别自适应设计数据收集的亚组具有启示意义。
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QUESTIONNAIRE COMPLEXITY, REST PERIOD, AND RESPONSE LIKELIHOOD IN ESTABLISHMENT SURVEYS
Response burden has been a concern in survey research for some time. One area of concern is the negative impact that response burden can have on response rates. In an effort to mitigate negative impacts on response rates, survey research organizations try to minimize the burden respondents are exposed to and maximize the likelihood of response. Many organizations also try to be mindful of the role burden may play in respondents’ likelihood to participate in future surveys by implementing rest periods or survey holidays. Recently, new evidence from a study of cross-sectional household surveys provided an interesting lens to examine burden. The evidence demonstrated that those sampled in two independent surveys are more likely to respond to the second survey if the first survey was more difficult to complete, and that this effect was not significantly influenced by the rest period in between the two surveys. These findings are compelling, and since the mechanisms influencing response in household and establishment surveys differ in important ways, a similar examination in an establishment survey context is warranted. To accomplish this, data are used from the National Agricultural Statistics Service. Overall, our research finds that prior survey features such as questionnaire complexity (or burden), prior response disposition and rest period are significantly associated with response to subsequent surveys. We also find that sample units first receiving a more complex questionnaire have significantly higher probabilities of response to a subsequent survey than do those receiving a simpler questionnaire first. The findings in this paper have implications for nonresponse adjustments and identification of subgroups for adaptive design data collection.
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来源期刊
CiteScore
4.30
自引率
9.50%
发文量
40
期刊介绍: The Journal of Survey Statistics and Methodology, sponsored by AAPOR and the American Statistical Association, began publishing in 2013. Its objective is to publish cutting edge scholarly articles on statistical and methodological issues for sample surveys, censuses, administrative record systems, and other related data. It aims to be the flagship journal for research on survey statistics and methodology. Topics of interest include survey sample design, statistical inference, nonresponse, measurement error, the effects of modes of data collection, paradata and responsive survey design, combining data from multiple sources, record linkage, disclosure limitation, and other issues in survey statistics and methodology. The journal publishes both theoretical and applied papers, provided the theory is motivated by an important applied problem and the applied papers report on research that contributes generalizable knowledge to the field. Review papers are also welcomed. Papers on a broad range of surveys are encouraged, including (but not limited to) surveys concerning business, economics, marketing research, social science, environment, epidemiology, biostatistics and official statistics. The journal has three sections. The Survey Statistics section presents papers on innovative sampling procedures, imputation, weighting, measures of uncertainty, small area inference, new methods of analysis, and other statistical issues related to surveys. The Survey Methodology section presents papers that focus on methodological research, including methodological experiments, methods of data collection and use of paradata. The Applications section contains papers involving innovative applications of methods and providing practical contributions and guidance, and/or significant new findings.
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