Large-scale semantic mapping of learner agency and autonomy reveals what measurement and generative AI research overlook

Fei Qin, Xiaobo Liu, Yaowen Zhang +5

Learner agency and autonomy are foundational to personal development, yet a pervasive "jingle-jangle" fallacy (i.e. identical terms denoting different constructs, distinct terms de…