Self Efficacy

Element · All elements
Evidence · 76 claims (44 for, 30 mixed, 2 against) · 64 studies (29 associational, 13 causal, 13 review, 5 quant-synthesis, 3 design, 1 qualitative), q1–q4 · 17 of 64 report an effect size · 71 claims rest on one study

Description

Self efficacy is a learner's belief in their capability to succeed at a specific task or domain, not a general sense of self-worth. It functions as a proximal driver of learning: learners with higher efficacy set more ambitious goals, persist longer through difficulty, and recover faster from failure [Bandura, 1997]. Because it is domain-specific and malleable, it is a design target rather than a fixed learner trait.

Design Implications

Instructional design shapes self efficacy primarily through the four sources Bandura identified: mastery experiences, vicarious experience, verbal persuasion, and physiological/affective states. Mastery experiences — genuine success on challenging tasks — are the strongest source [+S], so sequencing tasks so learners experience early, authentic success is the highest-leverage design move. Vicarious experience works through Demonstration by peer or near-peer models [+M]; seeing a similar other succeed raises efficacy more than watching an expert. Feedback design matters: feedback that attributes success to effort and strategy rather than fixed ability builds efficacy, while ability-focused praise or harsh evaluative feedback undermines it Feedback is most effective at task and process levels. [+S].

Context

Requirements

• Tasks calibrated slightly above current ability so success is achievable with effort (Scaffolding)
• Visible progress indicators and mastery criteria so learners can attribute improvement to their own actions
• Feedback that is specific, process-oriented, and delivered in time to be used Feedback is most effective at task and process levels. [+S]
• Models of similar others succeeding, not only expert performance (Demonstration)

Constraints

• Efficacy built on easy success collapses at the first real difficulty; success must be earned on challenging tasks to transfer [-S]
• High self efficacy without commensurate skill produces overconfidence, reduced monitoring, and premature disengagement from help [~M]
• Unfavourable social comparison (public leaderboards, norm-referenced grading) lowers efficacy for struggling learners even when their absolute progress is good [-M]
• Verbal encouragement alone ("you can do it!") without mastery evidence has weak, short-lived effects [+W]

Target Learners

• Novices and low-achieving learners, who benefit most from early mastery experiences and near-peer models [+S]
• Learners recovering from repeated failure, who need re-attribution of failure to strategy and effort rather than ability [+M]
• Less critical for already-confident experts, for whom additional efficacy boosting adds little [~W]

Target Learning Goals

• Persistence and engagement on challenging, multi-step tasks
• Self-regulated learning: goal setting, monitoring, and strategic revision Self-regulated learning
• Affective goals: reducing anxiety and avoidance in high-stakes domains (math, writing, public speaking)

Affordances

• Scaffolding — graduated support guarantees early success experiences, the strongest source of efficacy; fading [+W] then lets learners attribute the success to themselves rather than the support
• Assessment for Learning — low-stakes formative assessment with actionable feedback converts assessment from an efficacy threat into an efficacy builder
• Self-Determination Theory — competence is one of three basic needs; efficacy-building task design simultaneously supports autonomy and relatedness
• Social Learning Theory — vicarious experience through peer modeling is a core efficacy source and the theoretical bridge between observation and belief change

Claims

• AI reduces foreign language anxiety and strengthens self-efficacy and self-confidence, supporting the Affective Foundation Pathway [+M]
• The largest self-efficacy effect sizes in the pilot appeared on advanced features such as setting up hooks and creating skills [+W]
• The four profiles differ in academic self-efficacy, time/study management, and effort regulation, with HL highest, but not in help seeking [+W]
• Self-reported AI literacy was strongest in ethics and evaluation and weakest in self-efficacy, indicating uncertainty in applying AI to complex tasks [~W]
• Higher academic self-efficacy profiles report greater overall academic AI use, with a large effect (η² = .36) [+W]
• Early exposure to career pathways in high school is reported to enhance students' self-efficacy and occupational awareness [+W]
• In a first-order support-dimension model, only informational support retained a significant path to AI learning self-efficacy [~W]
• Indirect paths through AI learning self-efficacy and perceived usefulness account for about 69.5% of the total association between school support and AI learning anxiety [~W]
• Teaching self-efficacy, professional identity, and AI literacy are each significantly associated with AI teaching innovation behavior, with additional links among the mediators [+W]
• At Time 3, profile membership was significantly associated with Japanese learning self-efficacy and learning burnout, with all three profiles differing pairwise [+W]
• Students with moderate initial CT levels show substantially greater self-efficacy gains than high-CT and low-CT peers, an 'Optimal Development Zone' effect [~W]
• Teacher self-efficacy is most strongly associated with perceived enjoyment of GenAI tools [+W]
• Repeated rapid guessing across several tests is strongly associated with students' academic self-efficacy and self-management scores [~M]
• Middle school SEL shows normative decline in self-efficacy and self-management but an increase in growth mindset [~W]
• Trust in AI and academic self-efficacy serially mediate the literacy-to-continued-use association (literacy → trust → self-efficacy → use) [+W]
• Students' self-efficacy for using generative AI increased over the semester, with current self-efficacy significantly higher after the fifth assignment than after the first [+W]
• Organizational support positively predicts both AI literacy and technological self-efficacy among university faculty [+W]
• Time students spend on math test questions is studied as a potential source of information about motivation and self-efficacy [~W]
• Agriculture teachers' self-efficacy is positively related to career persistence indicators such as career commitment and job satisfaction [+W]
• Male secondary students report higher self-efficacy than female students after learning from video modeling examples, without higher performance [~W]
• Higher divergent thinking, creative self-efficacy, creative self-concept, and task motivation predict more positive self-assessed creative performance [+W]
• Student-reported SRL promotion is associated with students' self-efficacy, utility value and attainment value for SRL at class and student levels, but not with perceived cost [~W]
• Lower creative achievements, higher creative self-efficacy, and higher task motivation predict more positive bias in self-assessed creative performance [~W]
• The review tutorial yields higher post-training task relevance than the control, but no condition effect on self-efficacy [-W]
• Belonging, task relevance, and individual mindset together predict classroom self-efficacy, with belonging the strongest predictor [+W]
• Attributional feedback raises self-efficacy and performance, with ability versus effort feedback credibility depending on learners' capabilities and timing [+W]
• ChatGPT use boosts university students' self-efficacy for task resolution, but self-efficacy barely tracks actual performance [~W]
• Academic self-efficacy is positively associated with school satisfaction among student parents, both directly and indirectly through school-family balance [+W]
• Coping versus mastery model benefits depend on task difficulty and observers' prior success [~W]
• ESL students taught concept mapping show significantly greater gains in self-efficacy for learning from text than students taught an alternative learning strategy [+W]
• CSE partially mediates anxiety's effect on PEU: the direct ANX–PEU path remains significant but weaker [+W]
• Reported teacher self-efficacy for teaching autistic children differs across countries, with relatively high levels in Ireland and the opposite conclusion for German teachers [~W]
• Cognitive modeling raised division skill more than didactic instruction while both raised self-efficacy equally, with self-efficacy mediating treatment effects [~W]
• In a cross-sectional survey, computer self-efficacy statistically mediates the association between computer anxiety and perceived ease of use of an LMS [+W]
• Formative assessment shows gains in student self-efficacy and motivation and particular benefits for disadvantaged and low-achieving students [+W]
• Descriptive patterns link infrequently reported experiences to initial self-efficacy: teaching others and no impact were reported by higher self-efficacy students, consulting a teacher by lower [~W]
• Creating and leading professional learning for colleagues increases teacher leaders' sense of professional efficacy [+W]
• Higher initial self-efficacy increased the odds of students reporting that accomplishing the problems increased their self-efficacy [~W]
• Lower initial self-efficacy significantly increased the odds of students reporting that getting help from peers increased their self-efficacy [+W]
• Individual factors supportive of adolescent creativity include openness to experience, intrinsic motivation, creative self-efficacy, and external attributions for adversity [+W]
• Peer models raised self-efficacy and skill better than teacher models, but model-competence findings conflict across studies [+W]
• The serial mediation model explains 32.5–37.0% of variance in AI-TPACK, self-efficacy, and AI integration intention [~W]
• Programming self-efficacy and programming literacy did not significantly moderate the trust–appropriate reliance relationship [~W]
• School-family balance is predicted by both academic and parental self-efficacy and in turn predicts school and family satisfaction [+W]
• Changes in self-efficacy correlate with changes in visual discrimination sensitivity after regressing out objective ability and baseline self-efficacy [+W]
• Self-efficacy is positively associated with acceptance outcomes for AI-assisted English learning tools in adjusted regression models [+W]
• Self-efficacy correlates positively with subsequent motivation and performance across cognitive and sport domains [+W]
• In the structural equation model, both supports directly predict innovative competence and strongly predict the mediators [~W]
• Self-modeling raised self-efficacy for learning, motivation, and posttest skill among below-grade-level children [+W]
• Profile sizes: 29.4% low, 41.2% moderate, and 29.4% high academic self-efficacy among students with motor disabilities [~W]
• Greater SLD stigma is generally associated with less optimal psychological adjustment (anxiety, depression, coping, self-efficacy, quality of life), though most associations could not be meta-analytically pooled [~W]
• An 8-hour SRL teacher training improved teachers' self-efficacy to foster SRL and perceived SRL practice, but not student-level outcomes [+W]
• Transformational leadership's protective effect against harassment operates among women but not men, while its self-efficacy effect operates among men but not women (exploratory) [~W]
• Teachers reported increased motivation and confidence leading groups and new instructional strategies from using the TEC curriculum [+W]
• Verbal short-term memory and academic self-efficacy are positively associated with children's vocabulary [+W]
• Vocabulary mediates the association between academic self-efficacy and listening comprehension [+W]
• The effect of feedback valence on expected effort required is fully mediated by self-efficacy (Experiments 1 and 2) and threat (Experiment 1) [+M]
• Feedback valence affects post-task self-efficacy, challenge, and threat: negative feedback lowers self-efficacy and challenge and raises threat (Experiments 1 and 2) [+M]
• In the absence of feedback, self-efficacy after problem solving was not associated with invested, expected, or willingness-to-invest effort, and threat was not associated with any effort measure (Experiments 3 and 4) [-W]
• Competence and relatedness show distinct content pathways: competence with capability indicators (self-efficacy, progress, resilience) and relatedness with interpersonal-climate indicators (collegial support, trust, social capital) [+W]
• Principal burnout is negatively related to job satisfaction and self-efficacy and co-occurs with stress [~W]
• Preservice teachers report higher self-efficacy for inclusive education than in-service teachers [~W]
• Time management interventions show conflicting evidence for raising self-efficacy [~W]
• Students' perceived self-efficacy is positively associated with their reported time management [+W]
• Both GLA groups showed a large, significant increase in pipetting self-efficacy, with no difference between conditions [+W]
• Teacher burnout dimensions show the strongest correlations with CMSE among teacher-level psychometric constructs [~W]
• Gender and year group are associated with fear appeal appraisals and baseline academic self-efficacy [~W]
• Self-efficacy mediates the relation between environmental antecedents and achievement emotions in e-learning, supporting the control-value theory mediation structure [+W]
• Gender, teaching experience, and educational level covary with TSE and burnout levels at Time 1 [~W]
• In a structural equation model, self-efficacy for procedural knowledge positively predicts intended use of retrieval practice, while perceived cost negatively predicts reported use [+W]
• Student-reported teacher neuroticism negatively predicts student performance self-efficacy, with effects that differ across mathematics and English [~W]

The evidence by question

• Which instruction raises learners' self-efficacy: close goals, feedback on progress, guided practice? Proximal goals and ability attributional feedback for early learning raise self-efficacy more than distant goals and effort feedback, by a review's report of earlier studies [+M]
• Does a gain in reported confidence mean a gain in skill? Self-efficacy judgments correspond less well to behavior in learning settings than in performance settings [~M]
• Does a learner's belief that they can succeed at a task predict whether they start and persist, and which goals and feedback raise it? Learners' task-specific self-efficacy beliefs predict whether they initiate, persist through, and recover from difficulty on academic tasks. [+M]

Related Elements

• Demonstration — provides vicarious mastery experiences; near-peer models are more efficacy-building than expert models
• Coaching — delivers the process-level feedback and attributional reframing that sustain efficacy through difficulty
• Check-In — surfaces affective states (anxiety, discouragement) that are themselves a source of efficacy information
• Fading — timing of support removal determines whether learners credit themselves or the scaffold

Examples

• Achievable Micro-Goals — breaking large tasks into short, winnable steps creates a rapid sequence of mastery experiences, the strongest efficacy source.
• Mastery-based platforms (e.g., Khan Academy) — learners advance only after demonstrating proficiency, so visible progress and success rate are structurally protected; hints and worked examples keep early tasks winnable.
• Writing conferences — brief one-to-one feedback naming a specific strategy the writer used successfully, building efficacy through verbal persuasion anchored in real evidence.
• Reciprocal teaching — students take turns leading comprehension strategies, giving each learner a public mastery experience and modeling for peers.
• Build relational school resources (teacher–student relationships, peer support, encouragement, extracurriculars) to scaffold self-regulation for low-efficacy marginalized students

Key Sources

• Bandura, A. (1997). Self-efficacy: The exercise of control. W. H. Freeman.
• Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84(2), 191–215. doi:10.1037/0033-295X.84.2.191
• Schunk, D. H., & DiBenedetto, M. K. (2020). Motivation and social cognitive theory. Contemporary Educational Psychology, 60, 101832. doi:10.1016/j.cedpsych.2019.101832
• Hattie, J., & Timperley, H. (2007). The power of feedback. Review of Educational Research, 77(1), 81–112. doi:10.3102/003465430298487
• Pajares, F. (1996). Self-efficacy beliefs in academic settings. Review of Educational Research, 66(4), 543–578. doi:10.3102/00346543066004543

Page metadata

Field	Value
type	element
id	self-efficacy
title	Self Efficacy
description	A learner's belief in their own capability to organize and execute the actions required to perform a task, which strongly influences motivation, effort, persistence, and achievement.
status	review
canonical	True
generated	by claude/unspecified on 2026-08-29
trust	unverified — no one has confirmed this page's content

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