The identification of academic potential plays an important role in helping prospective students choose study programs that are aligned with their interests and personal characteristics. However, previous studies have generally positioned academic potential assessment more as an instrument for predicting learning success, whereas studies that integrate assessment results with students’ experiences in undertaking their study programs remain limited. This study aims to analyze the urgency of ident