ABSTRACT
Academic achievement among undergraduate students is shaped not only by intellectual ability or instructional quality but also by how students understand, perceive, and manage their own learning. Students who are aware of how they learn, confident in their academic capabilities, and able to regulate their motivation, cognition, time, and learning behaviours may be better positioned to respond effectively to the demands of university education. Despite extensive research on metacognition, academic self-efficacy, and self-regulated learning, these constructs are frequently examined independently, leaving insufficient understanding of how they interact as a pathway toward academic achievement. This study proposes a structural model examining the relationships among metacognitive awareness, academic self-efficacy, self-regulated learning, and academic achievement among undergraduate students. Drawing on metacognitive theory, Social Cognitive Theory, and Self-Regulated Learning Theory, the study conceptualizes academic success as a dynamic process through which students awareness of their learning processes influences their beliefs about their academic capabilities and their capacity to deliberately regulate learning activities. A quantitative explanatory research design is proposed, with Structural Equation Modelling used to test the measurement and structural models. The study hypothesizes that metacognitive awareness positively predicts academic self-efficacy and self-regulated learning; academic self-efficacy positively predicts self-regulated learning and academic achievement; self-regulated learning positively predicts academic achievement; and self-efficacy and self-regulated learning mediate the relationship between metacognitive awareness and academic achievement. The proposed framework contributes to educational psychology by integrating awareness, belief, and behavioural regulation into a unified explanation of undergraduate academic success. The study also has practical implications for universities seeking to move beyond content transmission toward learning environments that help students become more reflective, confident, independent, and strategically capable learners.
Keywords: metacognitive awareness; academic self-efficacy; self-regulated learning; academic achievement; undergraduate students; academic success; higher education; Structural Equation Modelling; metacognition; student learning.
INTRODUCTION
University education places students in an environment where much of the responsibility for learning gradually shifts from the lecturer to the learner. Students are expected to decide what to study, determine how to study it, manage competing demands, monitor their understanding, seek assistance when necessary, and evaluate whether their learning strategies are producing the desired outcomes. Consequently, academic achievement is not simply a reflection of what students know; it is also influenced by how effectively they manage the process through which they come to know.This makes three psychological processes particularly important: metacognitive awareness, academic self-efficacy, and self-regulated learning. Metacognitive awareness concerns students' understanding of their own thinking and learning processes. Academic self-efficacy concerns students' beliefs about their ability to successfully perform academic tasks. Self-regulated learning concerns the deliberate processes through which students plan, monitor, control, and evaluate their learning.These concepts are closely connected, yet they are not interchangeable. A student may know that effective studying requires planning but lack confidence in their ability to implement an effective study strategy. Another student may possess strong academic confidence but use ineffective learning strategies. A third student may understand effective learning strategies and believe in their ability to succeed but struggle to regulate time, effort, or attention. These differences suggest that academic success may emerge from the interaction of awareness, belief, and regulation, rather than from any single psychological characteristic.Metacognition has long been regarded as an important component of effective learning. Flavell's foundational work conceptualized metacognition in terms of individuals knowledge and regulation of their own cognitive processes. Subsequent research has connected metacognitive knowledge and regulation with academic performance and learning strategy use.Academic self-efficacy provides a complementary motivational perspective. Bandura's Social Cognitive Theory proposes that self-efficacy beliefs influence people's choices, effort, persistence, and reactions to difficulties. In academic environments, students who believe they are capable of completing challenging tasks are more likely to persist and employ strategies when difficulties arise.Self-regulated learning integrates cognitive, motivational, and behavioural dimensions of learning. Zimmerman describes self-regulated learners as active participants who regulate their cognition, motivation, and behaviour in pursuit of personal learning goals. Meta-analytic research has demonstrated meaningful relationships between self-regulated learning and academic performance, including among university students.Although these literatures are substantial, an important question remains: How do students awareness of their learning processes, beliefs about their academic capabilities, and regulation of their learning work together to shape academic achievement?The present study addresses this question by proposing and testing an integrated structural model. Rather than treating metacognitive awareness, academic self-efficacy, and self-regulated learning as three unrelated predictors, the study conceptualizes them as interconnected processes through which students move from understanding their learning, to believing in their ability to learn, to actively managing how they learn.
BACKGROUND OF THE STUDY
Undergraduate education represents a major transition in students' academic lives. The structure of learning often becomes less externally controlled, while academic tasks become more complex. Students are required to engage with large volumes of information, solve unfamiliar problems, interpret academic literature, work independently, complete projects, and perform under examination conditions. This transition creates a demand for learner autonomy. Students who previously depended heavily on teachers may struggle when they are expected to independently organize their learning. The problem is therefore not necessarily that students lack intellectual capacity. In many cases, students may know the content but lack the psychological and behavioural resources needed to manage their learning effectively. Metacognitive awareness may help students recognize what they know and what they do not know. Academic self-efficacy may determine whether students believe they can overcome academic challenges. Self-regulated learning may provide the behavioural mechanism through which students transform awareness and confidence into effective learning actions. The importance of these processes has been reinforced by research showing that self-regulated learning interventions can improve academic achievement, learning strategies, and motivational outcomes among university students. The present study therefore treats academic achievement as an outcome of a broader learning process rather than as an isolated indicator of intellectual performance.
PROBLEM STATEMENT
Despite decades of research on metacognition, self-efficacy, and self-regulated learning, several conceptual and empirical issues remain.First, research frequently examines these constructs separately. Metacognition research tends to emphasize awareness and monitoring, self-efficacy research emphasizes beliefs about competence, and self-regulated learning research emphasizes strategic regulation. Although these perspectives overlap, relatively fewer studies examine them simultaneously within a unified structural model.Second, the relationship between metacognition and achievement may not be entirely direct. Students may possess metacognitive knowledge without consistently applying it. Knowing that planning is useful does not guarantee that a student will actually plan. Similarly, knowing that a learning strategy is effective does not necessarily mean that a student believes they can successfully use it.Third, academic self-efficacy may provide an important motivational bridge between awareness and action. Students who understand effective learning processes but doubt their ability to execute them may fail to translate awareness into behaviour.Fourth, self-regulated learning may represent the behavioural pathway through which metacognitive awareness and academic self-efficacy become academic performance.
These issues create a significant research problem: There is insufficient integrated understanding of how undergraduate students' awareness of their learning processes and beliefs about their academic capabilities translate into self-regulated learning behaviours and, ultimately, academic achievement.
The present study addresses this problem through Structural Equation Modelling.
PURPOSE OF THE STUDY
The primary purpose of this study is to develop and empirically test a structural model explaining academic achievement through the relationships among metacognitive awareness, academic self-efficacy, and self-regulated learning among undergraduate students.
Specifically, the study seeks to: 1. Examine the relationship between metacognitive awareness and academic self-efficacy.2. Examine the relationship between metacognitive awareness and self-regulated learning.3. Examine the relationship between academic self-efficacy and self-regulated learning.4. Examine the relationship between academic self-efficacy and academic achievement.5. Examine the relationship between self-regulated learning and academic achievement.6. Determine whether academic self-efficacy mediates the relationship between metacognitive awareness and self-regulated learning.7. Determine whether self-regulated learning mediates the relationship between academic self-efficacy and academic achievement.8. Determine whether self-regulated learning mediates the relationship between metacognitive awareness and academic achievement.9. Examine the sequential pathway from metacognitive awareness through academic self-efficacy and self-regulated learning to academic achievement.10. Evaluate the overall adequacy of the proposed structural model.
RESEARCH QUESTIONS
The study is guided by the following questions:
Q1: What relationship exists between metacognitive awareness and academic self-efficacy among undergraduate students?
Q2: What relationship exists between metacognitive awareness and self-regulated learning?
Q3: What relationship exists between academic self-efficacy and self-regulated learning?
Q4:What relationship exists between academic self-efficacy and academic achievement?
Q5:What relationship exists between self-regulated learning and academic achievement?
Q6: Does academic self-efficacy mediate the relationship between metacognitive awareness and self-regulated learning?
Q7:Does self-regulated learning mediate the relationship between academic self-efficacy and academic achievement?
Q8: Does self-regulated learning mediate the relationship between metacognitive awareness and academic achievement?
Q9:Does the sequential pathway from metacognitive awareness to academic self-efficacy, self-regulated learning, and academic achievement provide an adequate explanation of undergraduate academic success?
RESEARCH HYPOTHESES
1. Metacognitive awareness has a significant positive effect on academic self-efficacy.
2. Metacognitive awareness has a significant positive effect on self-regulated learning.
3. Academic self-efficacy has a significant positive effect on self-regulated learning.
4. Academic self-efficacy has a significant positive effect on academic achievement.
5. Self-regulated learning has a significant positive effect on academic achievement.
6. Academic self-efficacy significantly mediates the relationship between metacognitive awareness and self-regulated learning.
7. Self-regulated learning significantly mediates the relationship between academic self-efficacy and academic achievement.
8. Self-regulated learning significantly mediates the relationship between metacognitive awareness and academic achievement.
9. Metacognitive awareness has a significant indirect effect on academic achievement through the sequential pathway of academic self-efficacy and self-regulated learning.
THEORETICAL FRAMEWORK
The study draws upon three complementary theoretical perspectives: 1. Metacognitive Theory; 2. Social Cognitive Theory; and 3. Self-Regulated Learning Theory.
METACOGNITIVE THEORY
Flavell introduced metacognition as knowledge concerning one's own cognitive processes and the regulation of those processes.
Metacognition can broadly be understood through two components:
Metacognitive knowledge
his concerns what learners know about:themselves as learners;learning tasks; andstrategies that can be used to complete those tasks.
Metacognitive regulation
planning;monitoring;evaluating; andmodifying learning strategies.
A student who recognizes that they have difficulty understanding complex material may choose to slow down, seek another explanation, generate questions, or test their understanding. The critical feature is not simply awareness but the use of awareness to regulate learning.
SOCIAL COGNITIVE THEORY AND ACADEMIC SELF-EFFICACY
Bandura's Social Cognitive Theory places self-efficacy at the centre of human agency. Self-efficacy refers to people's beliefs in their capabilities to organize and execute actions required to achieve designated performances.
In academic settings, self-efficacy can influence: task selection; effort; persistence; resilience; strategy use; and responses to failure.
Students with stronger academic self-efficacy may be more willing to approach difficult tasks because they believe that their efforts can produce successful outcomes.
This makes self-efficacy particularly relevant to the present model. Metacognitive awareness tells students how they are learning, while self-efficacy influences whether they believe they are capable of successfully engaging in the learning process.
SELF-REGULATED LEARNING THEORY
Self-regulated learning theory integrates cognitive, motivational, and behavioural aspects of learning. Zimmerman's cyclical model conceptualizes SRL through three broad phases: Forethought Students establish goals, plan strategies, and develop motivational beliefs. Performance eStudents implement strategies, regulate attention, monitor progress, and manage effort.Self-reflection Students evaluate their performance and adapt future learning strategies. This framework provides the behavioural bridge between metacognitive awareness and academic achievement. A student may recognize that effective learning requires spaced practice, believe they can master the subject, and then actually schedule and implement repeated practice. The third component—self-regulated behaviour—is what translates psychological awareness and belief into action.
CONCEPTUAL FRAMEWORK
The proposed framework positions metacognitive awareness as an antecedent, academic self-efficacy as a motivational mechanism, self-regulated learning as a behavioural mechanism, and academic achievement as the ultimate outcome.
The central pathway is: Metacognitive Awareness → Academic Self-Efficacy → Self-Regulated Learning → Academic Achievement
Direct pathways are also proposed: Metacognitive Awareness → Self-Regulated Learning, Academic Self-Efficacy → Academic Achievement Metacognitive Awareness → Academic Achievement
The conceptual model can therefore be represented as:
Metacognitive Awareness • Knowledge of cognition • Planning • Monitoring • Evaluation
Academic Self-Efficacy • Academic confidence • Capability beliefs • Persistence
Self-Regulated Learning • Goal setting • Strategy use • Time management • Self-monitoring • Effort regulation
.
Academic Achievement • GPA • Course performance • Learning achievement
LITERATURE REVIEW
Metacognitive Awareness and Academic Achievement. Metacognition has been associated with effective learning because it enables students to identify what they understand, what they do not understand, and what they should do next. A learner who monitors comprehension can detect misunderstanding before an examination, while a learner who evaluates strategy effectiveness can replace ineffective study practices. Meta-analytic research has found a positive relationship between metacognition and academic achievement, although the magnitude varies according to age, subject, measurement approach, and instructional context. The educational implication is significant: improving academic achievement may require helping students become more aware of how they learn rather than simply providing additional academic content. However, awareness alone may not be sufficient. The present study therefore examines whether metacognitive awareness also contributes to students' academic self-efficacy and self-regulated learning.
METACOGNITIVE AWARENESS AND ACADEMIC SELF-EFFICACY
Metacognitive awareness may strengthen academic self-efficacy because understanding one's learning processes can create a greater sense of control over academic performance. For example, students who can identify why they are struggling may perceive academic difficulty as a problem that can be managed rather than as evidence of an inability to learn. This relationship is theoretically consistent with Social Cognitive Theory because successful self-monitoring and strategy adjustment can provide students with mastery experiences, which are among the strongest sources of self-efficacy. Therefore, metacognitive awareness positively predicts academic self-efficacy.
METACOGNITIVE AWARENESS AND SELF-REGULATED LEARNING
Metacognition and self-regulated learning are closely related but conceptually distinct. Metacognition concerns awareness and regulation of cognition, whereas SRL encompasses broader regulation of cognition, motivation, behaviour, and learning context. Students with stronger metacognitive awareness may be more capable of identifying appropriate learning strategies, monitoring progress, and modifying ineffective approaches. Thus: Metacognitive awareness positively predicts self-regulated learning.
ACADEMIC SELF-EFFICACY AND SELF-REGULATED LEARNING
Self-efficacy can influence whether students initiate and persist in self-regulatory behaviours. Students who believe they can succeed may be more willing to establish challenging goals, invest effort, monitor their progress, and continue working when they encounter difficulties. In contrast, students with low self-efficacy may avoid challenging tasks, abandon strategies quickly, or attribute failure to fixed personal limitations. Accordingly, academic self-efficacy positively predicts self-regulated learning.
ACADEMIC SELF-EFFICACY AND ACADEMIC ACHIEVEMENT
The relationship between self-efficacy and achievement has been extensively investigated within Social Cognitive Theory.Students who believe they can perform successfully are more likely to persist, regulate effort, and respond constructively to academic challenges.Meta-analytic research has identified significant associations between self-efficacy and academic performance across educational contexts.However, self-efficacy is not equivalent to actual ability. A student can be highly confident but academically unprepared, while another may possess substantial ability but underestimate their capabilities.The present study therefore positions self-efficacy as an important but not sufficient contributor to achievement. Academic self-efficacy positively predicts academic achievement.
SELF-REGULATED LEARNING AND ACADEMIC ACHIEVEMENT
Self-regulated learning provides students with mechanisms for translating intentions into academic behaviour.
Students who regulate their learning effectively are more likely to: establish realistic goals; manage their time; select appropriate strategies; monitor comprehension; regulate effort; seek help; evaluate performance; and modify ineffective strategies.
Research consistently identifies SRL as an important correlate of academic performance. A meta-analysis of university students found positive effects of SRL interventions on academic performance, self-regulated learning strategies, and motivational outcomes.
Therefore, Self-regulated learning positively predicts academic achievement.
ACADEMIC SELF-EFFICACY AS A MEDIATOR
Metacognitive awareness may not directly produce self-regulated learning in every situation.A student may understand the importance of planning but not believe they can successfully organize their academic workload.Academic self-efficacy may therefore represent an important psychological pathway.
The proposed sequence is: Metacognitive Awareness → Academic Self-Efficacy → Self-Regulated Learning
Thus, academic self-efficacy mediates the relationship between metacognitive awareness and self-regulated learning.
SELF-REGULATED LEARNING AS A MEDIATOR
Self-efficacy may influence achievement partly because confident students are more likely to regulate their learning effectively.
The proposed mechanism is therefore: Academic Self-Efficacy → Self-Regulated Learning → Academic Achievement
Students who believe in their ability to succeed may invest more effort and employ more effective learning strategies, which subsequently contribute to better academic performance. Thus, self-regulated learning mediates the relationship between academic self-efficacy and academic achievement.
METACOGNITIVE AWARENESS, SELF-REGULATED LEARNING AND ACHIEVEMENT
Metacognitive awareness may contribute to achievement through self-regulatory processes.A student who recognizes that passive rereading is ineffective may adopt active recall. A student who notices declining concentration may modify the study environment. A student who identifies a persistent knowledge gap may seek assistance.In each case, awareness becomes educationally meaningful when it produces behavioural regulation. Thus, self-regulated learning mediates the relationship between metacognitive awareness and academic achievement.
SEQUENTIAL MEDIATION
The most theoretically important proposition of the study is the sequential pathway: Metacognitive Awareness → Academic Self-Efficacy → Self-Regulated Learning → Academic Achievement. The logic is straightforward. Students first become aware of how they learn. That awareness can contribute to a stronger sense of academic capability. Stronger capability beliefs can encourage students to regulate their learning more deliberately. Effective self-regulation can then contribute to stronger academic performance. This pathway transforms the study from a conventional predictor analysis into an explanatory model of how academic success develops psychologically and behaviourally. Therefore, metacognitive awareness has a significant indirect effect on academic achievement through academic self-efficacy and self-regulated learning.
METHODOLOGY
Research Design
he study adopts a quantitative explanatory research design using Structural Equation Modelling.SEM is appropriate because the proposed constructs are latent psychological variables that cannot be adequately represented by a single observed measure.The approach permits simultaneous estimation of:measurement relationships;direct effects;indirect effects;mediation pathways; andoverall model fit.
POPULATION
The target population consists of undergraduate students enrolled in accredited universities.The study may be conducted across multiple universities to improve the diversity of the sample and strengthen