INTERVIEWER EFFECTS IN LIVE VIDEO AND PRERECORDED VIDEO INTERVIEWING.

IF 1.6 4区 数学 Q2 SOCIAL SCIENCES, MATHEMATICAL METHODS
Brady T West, Ai Rene Ong, Frederick G Conrad, Michael F Schober, Kallan M Larsen, Andrew L Hupp
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引用次数: 6

Abstract

Live video (LV) communication tools (e.g., Zoom) have the potential to provide survey researchers with many of the benefits of in-person interviewing, while also greatly reducing data collection costs, given that interviewers do not need to travel and make in-person visits to sampled households. The COVID-19 pandemic has exposed the vulnerability of in-person data collection to public health crises, forcing survey researchers to explore remote data collection modes-such as LV interviewing-that seem likely to yield high-quality data without in-person interaction. Given the potential benefits of these technologies, the operational and methodological aspects of video interviewing have started to receive research attention from survey methodologists. Although it is remote, video interviewing still involves respondent-interviewer interaction that introduces the possibility of interviewer effects. No research to date has evaluated this potential threat to the quality of the data collected in video interviews. This research note presents an evaluation of interviewer effects in a recent experimental study of alternative approaches to video interviewing including both LV interviewing and the use of prerecorded videos of the same interviewers asking questions embedded in a web survey ("prerecorded video" interviewing). We find little evidence of significant interviewer effects when using these two approaches, which is a promising result. We also find that when interviewer effects were present, they tended to be slightly larger in the LV approach as would be expected in light of its being an interactive approach. We conclude with a discussion of the implications of these findings for future research using video interviewing.

面试官在现场视频和预先录制的视频面试中的效果。
实时视频(LV)通信工具(如Zoom)有可能为调查研究人员提供面对面访谈的许多好处,同时也大大降低了数据收集成本,因为采访者不需要旅行和亲自访问抽样家庭。COVID-19大流行暴露了面对面数据收集在公共卫生危机中的脆弱性,迫使调查研究人员探索远程数据收集模式,如LV访谈,这种模式似乎可以在没有面对面互动的情况下获得高质量的数据。鉴于这些技术的潜在好处,录像访谈的操作和方法方面已开始受到调查方法学家的研究注意。虽然是远程的,但视频访谈仍然涉及到受访者与采访者的互动,这就引入了采访者效应的可能性。到目前为止,还没有研究评估过这种对视频采访中收集的数据质量的潜在威胁。本研究报告在最近的一项实验研究中对访谈者的效果进行了评估,该实验研究采用了视频访谈的替代方法,包括LV访谈和使用预先录制的同一访谈者在网络调查中提问的视频(“预先录制的视频”访谈)。在使用这两种方法时,我们发现很少有证据表明访谈者效应显著,这是一个有希望的结果。我们还发现,当面试官效应存在时,他们倾向于在LV方法中略大,因为它是一种互动方法。最后,我们讨论了这些发现对未来视频访谈研究的影响。
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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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