Self-efficacy is distinct from self-esteem. It is domain-specific and constructed from four sources: mastery experiences (past successes), vicarious experiences (seeing others like you succeed), verbal persuasion (credible encouragement), and emotional regulation (managing the physiology of challenge).
For students, self-efficacy is built — or eroded — one interaction at a time. An app that always has the answer teaches learned helplessness: the student internalises that the tool is capable, not that they are. An app that scaffolds retrieval and celebrates the learner’s own effort does the opposite.
Fluera’s design is deliberate here. Feedback celebrates effort and progression (“you reached this concept through your own work”), never innate talent (“you’re so smart”). Every completed node is a mastery experience the student owns.