American Political Science Review · 2004 · 967 citations · 34 references
Social SciencesPsychologyAssessment FairnessExperimental DesignPsychometricsExternal ValidityMeasurement PrecisionQuestionnaire DesignResponse BiasSurvey ResearchTest ReliabilityResponse Bias AnalysisResponse Bias ReductionSurvey Measurement ValiditySurvey QuestionsSurvey ReliabilitySurvey Research DesignSurvey Response BiasSurvey Simulation
Scholars have attempted to reduce response incomparability by writing more concrete questions, but with uneven success. The study aims to directly measure and correct response category incomparability, addressing challenges in measuring complex concepts and differing interpretations of identical questions. The authors assess incomparability by having respondents rate short vignettes describing hypothetical individuals on the same scale as self‑assessments, then correct for it with either simple recodes or a statistical model. Analysis, simulations, and cross‑national surveys demonstrate that response incomparability can mislead researchers, and that the proposed approach effectively mitigates this issue.
We address two long-standing survey research problems: measuring complicated concepts, such as political freedom and efficacy, that researchers define best with reference to examples; and what to do when respondents interpret identical questions in different ways. Scholars have long addressed these problems with approaches to reduce incomparability, such as writing more concrete questions—with uneven success. Our alternative is to measure directly response category incomparability and to correct for it. We measure incomparability via respondents' assessments, on the same scale as the self-assessments to be corrected, of hypothetical individuals described in short vignettes. Because the actual (but not necessarily reported) levels of the vignettes are invariant over respondents, variability in vignette answers reveals incomparability. Our corrections require either simple recodes or a statistical model designed to save survey administration costs. With analysis, simulations, and cross-national surveys, we show how response incomparability can drastically mislead survey researchers and how our approach can alleviate this problem.
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Patterns of Congressional Voting
Keith T. Poole, Howard L. Rosenthal · American Journal of Political Science · 1991 · 811 citations