This paper, based on the activities of the Second Term of the Learning Assessment Working Group in the Priority Research Area, discusses the theoretical foundations and design principles of learning assessment, centering on the core question of how learner autonomy can be supported. First, the theoretical foundations of learner-centered assessment were organized from the perspectives of evaluative expertise, self-regulated learning, and feedback literacy. Next, a “structure of learning assessment” was proposed by combining the purposes of assessment (AoL/AfL/AaL) with the subjects of assessment (teacher, peer, and self), and the teachers' “practical wisdom of reflection” necessary for integrating these elements in practice was examined. Furthermore, visualization and feedback utilizing learning analytics and generative AI were positioned as scaffolded support for bridging the transition from Assessment for Learning (AfL) to Assessment as Learning (AaL). Based on these discussions, three research agendas were presented as future directions: empirical investigation of the transition process toward AaL, the development of technology-enhanced assessment support, and the cultivation of teachers' assessment competencies and environmental design for learning assessment.
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