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SCHOLARLY PUBLICATION ✓ Open Access

Analyzing and Interpreting Data From Likert-Type Scales

Gail M. Sullivan, Anthony R. Artino

📄 Abstract

of-rotation trainee feedback, faculty evaluations of trainees, and assessment of performance after an educational intervention.A sizable percentage of the educational research manuscripts submitted to the Journal of Graduate Medical Education employ a Likert scale for part or all of the outcome assessments.Thus, understanding the interpretation and analysis of data

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