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Problem‑Based Learning (PBL) requires adaptation to students’ developmental stages. This study investigated how perceptions of PBL courses change with PBL experience, using large‑scale Student Evaluation of Teaching data from a randomized, multi‑section undergraduate setting. Four instructional dimensions—course setup, tutor support, group functioning, and student initiative—were examined as predictors of overall course rating and performance, with PBL experience as a moderator. Course setup was the strongest predictor for both outcomes. Tutor support declined in importance with experience, while group functioning became more predictive of performance. Student initiative showed no significant effects. As experience increased, average course ratings decreased while performance improved. Findings highlight evolving perceptions of PBL and the need to adapt PBL design to student experience levels.