The purpose of this study was to identify critical factors expected in new-millennium learners (NMLs) competencies to prepare for their future and to construct an indicator of educational performance with valid and reliable criteria. The researchers developed the measurement of educational performance for NMLs on the basis of previous research and theoretical background. The researchers also conducted a meeting of experts, pilot studies, and a nationwide survey to define and refine a concept of educational performance required by a knowledge society.