Using screeners to measure respondent attention on self-administered surveys: Which items and how many?
Author(s)Berinsky, Adam; Margolis, Michele F.; Sances, Michael W.; Warshaw, Christopher
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Inattentive respondents introduce noise into data sets, weakening correlations between items and increasing the likelihood of null findings. “Screeners” have been proposed as a way to identify inattentive respondents, but questions remain regarding their implementation. First, what is the optimal number of Screeners for identifying inattentive respondents? Second, what types of Screener questions best capture inattention? In this paper, we address both of these questions. Using item-response theory to aggregate individual Screeners we find that four Screeners are sufficient to identify inattentive respondents. Moreover, two grid and two multiple choice questions work well. Our findings have relevance for applied survey research in political science and other disciplines. Most importantly, our recommendations enable the standardization of Screeners on future surveys.
DepartmentMassachusetts Institute of Technology. Department of Political Science
Political Science Research and Methods
Cambridge University Press (CUP)
Berinsky, Adam et al. "Using screeners to measure respondent attention on self-administered surveys: Which items and how many?" Political Science Research and Methods (November 2019): dx.doi.org/10.1017/psrm.2019.53 © 2019 European Political Science Association