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在一项全国性家庭面板研究中转向混合模式研究设计:对实地调查结果、样本构成和成本的影响。

Transitioning to a Mixed-Mode Study Design in a National Household Panel Study: Effects on Fieldwork Outcomes, Sample Composition and Costs.

作者信息

McGonagle Katherine A, Sastry Narayan

机构信息

University of Michigan, Institute for Social Research, Survey Research Center.

出版信息

Surv Res Methods. 2023 Dec 22;17(4):411-427.

PMID:38343563
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10857822/
Abstract

The U.S. Panel Study of Income Dynamics (PSID) made a planned transition to a web-first mixed-mode data collection design in 2021 (web and computer-assisted telephone interviewing [CATI]), following nearly five decades of collecting data primarily using CATI with professional interviewers. To evaluate potential effects of mode on fieldwork outcomes, two sequential mixed-mode protocols were introduced using an experimental design. One protocol randomized sample families to a "web-first" treatment, which encouraged response through an online interview, followed by an offer of telephone to complete the interview; a second protocol randomized sample families to a "CATI-first" treatment until the last phase of fieldwork when the option to complete a web interview was offered. This paper examines the comparative effects of the two protocols on fieldwork outcomes, including response rates, interviewer contact attempts, fieldwork duration, and cost. Comparisons are also made with fieldwork outcomes and characteristics of non-responding sample members from the prior-wave when a traditional telephone design was used. We found that the web-first design compared to the CATI-first design led to comparably high response rates, and faster interview completion with lower effort and cost. With some notable exceptions, compared to the prior wave, the mixed-mode design reduced effort and had generally similar patterns of non-response among key respondent subgroups. The results provide new empirical evidence on the effects of mixing modes on fieldwork outcomes and costs and contribute to the small body of experimental evidence on the use of mixed-mode designs in household panel studies.

摘要

美国收入动态面板研究(PSID)在2021年有计划地过渡到以网络优先的混合模式数据收集设计(网络和计算机辅助电话访谈[CATI]),此前近五十年主要使用CATI与专业访谈员收集数据。为了评估模式对实地调查结果的潜在影响,采用实验设计引入了两个连续的混合模式方案。一个方案将样本家庭随机分配到“网络优先”处理组,该组通过在线访谈鼓励回应,随后提供电话访谈以完成整个访谈;第二个方案将样本家庭随机分配到“CATI优先”处理组,直到实地调查的最后阶段才提供网络访谈选项。本文研究了这两个方案对实地调查结果的比较影响,包括回应率、访谈员联系尝试次数、实地调查持续时间和成本。还将其与使用传统电话设计时前一波未回应样本成员的实地调查结果和特征进行了比较。我们发现,与“CATI优先”设计相比,“网络优先”设计导致了相当高的回应率,并且访谈完成速度更快,工作量和成本更低。除了一些明显的例外情况,与前一波相比,混合模式设计减少了工作量,并且在关键受访者子群体中的无回应模式总体相似。这些结果为混合模式对实地调查结果和成本的影响提供了新的实证证据,并为家庭面板研究中使用混合模式设计的少量实验证据做出了贡献。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ca0/10857822/e7edc1bb43ff/nihms-1959291-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ca0/10857822/e7edc1bb43ff/nihms-1959291-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ca0/10857822/e7edc1bb43ff/nihms-1959291-f0001.jpg

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BMC Public Health. 2021 Jun 14;21(1):1140. doi: 10.1186/s12889-021-11149-1.
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Effects of the COVID-19 crisis on survey fieldwork: Experience and lessons from two major supplements to the U.S. Panel Study of Income Dynamics.新冠疫情危机对调查实地工作的影响:来自美国收入动态面板研究两项主要补充调查的经验与教训
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