Self efficacy in learning refers to a learner's belief in their capability to organise and execute the actions required to achieve particular educational goals. The concept was developed extensively within Albert Bandura's social cognitive theory and differs from general self confidence, self esteem and self concept. Self efficacy is task and context specific. A student may have high self efficacy for writing essays but low self efficacy for solving unfamiliar algebra problems, while another student may show the opposite pattern.
Self efficacy concerns perceived capability rather than demonstrated ability, although beliefs and actual performance can influence each other over time. These beliefs affect choice of tasks, effort, persistence, emotional responses and strategy use. Learners with stronger efficacy beliefs for a particular task are generally more willing to attempt challenging activities and persist after setbacks, whereas low efficacy can contribute to avoidance or premature withdrawal. Self efficacy is therefore an important motivational mechanism, but it should not be treated as a substitute for knowledge, skill or effective instruction.
Bandura identified four major sources of self efficacy information. Mastery experiences are generally the most powerful because successful performance provides direct evidence that the learner can accomplish a task. Vicarious experiences occur when learners observe similar others succeeding through appropriate strategies and infer that they may also be capable. Verbal persuasion involves credible encouragement or feedback from teachers, peers and other significant people, although encouragement is most effective when it is realistic and supported by evidence.
Physiological and emotional states can also influence efficacy interpretations because anxiety, fatigue or excitement may be interpreted as signs of inability or, alternatively, as normal responses to challenge. These sources interact rather than functioning independently. A learner who succeeds after using a new strategy may develop stronger efficacy, especially if the success is attributed to effective strategy use. Conversely, repeated failure without appropriate support can weaken perceived capability, particularly when learners interpret failure as evidence of fixed inability.
Mastery experiences are especially important because they provide concrete evidence of capability. However, the educational challenge is to design a sequence in which learners experience genuine progress without making tasks artificially easy. If success occurs only on trivial tasks, students may develop fragile efficacy that collapses when difficulty increases. Appropriate scaffolding can allow learners to experience successful completion of increasingly demanding tasks while still requiring meaningful cognitive work.
Errors should be treated as part of learning rather than as evidence of permanent incapacity. Teachers can help students analyse why an attempt succeeded or failed, identifying controllable factors such as strategy, preparation, understanding or checking. This attributional interpretation matters because two learners can experience the same result and develop different beliefs. One may conclude that improvement is possible through changed strategy, while another may conclude that the subject is beyond their ability. Efficacy is therefore shaped not only by outcomes but also by how outcomes are interpreted.
Self efficacy influences the goals students set and the strategies they select. Learners who believe they can master a difficult topic are more likely to set challenging goals, monitor their progress and continue working when the first strategy fails. Those with low efficacy may choose easier tasks to protect themselves from failure or may disengage before receiving useful information from practice. Self efficacy also affects emotional reactions.
High efficacy can reduce debilitating anxiety by increasing expectations that challenges are manageable, while low efficacy can increase anticipatory worry and avoidance. These effects are reciprocal because successful strategy use can strengthen efficacy, while stronger efficacy can encourage more practice and improve performance. The relationship should not be interpreted as evidence that believing strongly in success guarantees success. Unrealistically high efficacy can lead to inadequate preparation or persistence with ineffective strategies. Accurate efficacy is therefore more educationally useful than indiscriminate confidence.
Self efficacy differs from self esteem because self esteem concerns global or domain related evaluations of self worth, whereas efficacy concerns capability to perform specific actions. It also differs from self concept, which involves beliefs and descriptions about oneself in a domain, such as seeing oneself as a mathematics learner. A student may have positive self esteem while having low efficacy for a particular examination task.
Self efficacy also differs from locus of control because locus of control concerns beliefs about whether outcomes are controlled by oneself or external forces, whereas efficacy concerns capability to perform behaviours. These distinctions matter because interventions should target the relevant psychological mechanism. Telling a student to feel better about themselves does not necessarily improve their belief that they can solve a particular class of problems. More useful support identifies the task, relevant strategies, evidence of progress and specific actions through which competence can be developed.
Teacher feedback can influence efficacy when it is specific, credible and connected to controllable processes. Telling a student that they are naturally brilliant may produce temporary confidence but can become problematic when difficulty appears. Feedback such as identifying an effective planning strategy, explaining a reasoning step or pointing out measurable improvement provides stronger evidence about capability. Modelling is also useful when the model demonstrates not only successful performance but the process of dealing with errors, uncertainty and revision.
Peer models can be particularly informative when learners perceive sufficient similarity between themselves and the model. Teachers can also break complex tasks into meaningful stages while maintaining an eventual goal of independent performance. The purpose is not to shield students from difficulty but to create conditions in which they can acquire the knowledge and strategies necessary to handle difficulty successfully.
Self efficacy can vary according to subject, task, social context and previous experience. Students may hold different efficacy beliefs for understanding a concept, completing homework, participating in discussion or succeeding on an examination. Cultural expectations and social experiences can influence the information learners receive about their competence. Stereotypes, teacher expectations and patterns of opportunity may shape how students interpret success and failure, although individual responses vary substantially.
Efficacy beliefs should therefore be assessed with appropriately specific questions rather than broad statements such as whether a student is confident at school. A useful assessment might ask how capable the learner believes they are of solving unfamiliar problems of a specified difficulty using available resources. Such specificity improves the connection between efficacy beliefs and actual educational behaviour.
The practical use of self efficacy theory is to create learning environments in which students can develop accurate, evidence based beliefs about their capacity to learn. This involves providing appropriately challenging tasks, explicit strategy instruction, opportunities for successful practice, constructive modelling, informative feedback and structured reflection on progress. Teachers should avoid making unsupported claims about ability and should not interpret low efficacy simply as laziness.
A student may have low efficacy because previous instruction did not provide sufficient foundations, because tasks were repeatedly pitched beyond current capability or because feedback emphasised failure without explaining improvement strategies. Conversely, strong efficacy should be accompanied by accurate self monitoring so that confidence remains connected to evidence. Self efficacy is therefore best understood as part of a reciprocal system linking beliefs, behaviour, learning experiences and outcomes.
