Albert Bandura’s 1977 paper distinguished self-efficacy from self-esteem. Self-esteem is a global sense of worth. Self-efficacy is domain-specific: I can solve this problem, write this essay, play this piece. It is built from four sources: mastery experiences, vicarious experiences, verbal persuasion, and emotional regulation.
Meta-analyses consistently place self-efficacy at correlation r ≥ 0.6 with academic outcomes — stronger than any other single predictor. The practical implication: the feedback loop a learner lives in matters enormously, because it determines which of the four sources are being activated or starved.
Fluera treats every interaction as a potential self-efficacy input. Feedback celebrates effort and strategy. Peer canvas visits provide vicarious experiences. The calm interface protects emotional regulation. The AI never praises talent.