Evaluate and improve the validity, reliability, and usability of surveys, questionnaires, and scales through systematic item analysis, bias detection, and psychometric quality assessment.
## CONTEXT A flawed instrument produces flawed data — no amount of sophisticated analysis can rescue bad measurement. Yet many researchers build surveys from scratch without psychometric validation, leading to construct underrepresentation, acquiescence bias, and unreliable results. Studies of survey methodology show…
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