Many researchers only discover questionnaire flaws after data collection; this paper proposes proactive quality measurement.
Distinguish between Concepts-by-Intuition (directly observable) and Concepts-by-Postulation (latent variables requiring multiple indicators). 2. Questionnaire Design
Optimizing Data Quality: A Comprehensive Framework for the Design, Evaluation, and Analysis of Survey Questionnaires