articleBrain SciencesJan 19, 2026GOLD OA

Beyond Cognitive Load Theory: Why Learning Needs More than Memory Management

University of Beira Interior · The University of Notre Dame Australia · +4 more institutions

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Abstract

Background

The role of cognitive load theory (CLT) in understanding effective pedagogy has received increased attention in the fields of education and psychology in recent years. A considerable amount of literature has been published on the CLT construct as foundational guidance for instructional design by focusing on managing cognitive load in working memory to enhance learning outcomes. However, recent neuroscientific findings and practical critiques suggest that CLT's emphasis on content-focused instruction and cognitive efficiency may overlook the complexity of human learning.

Methods

This conceptual paper synthesises evidence from cognitive science, developmental psychology, neuroscience, health sciences and educational research to examine the scope conditions and limitations of CLT when applied as a general framework for K-12 learning. One of the major theoretical issues identified is the lack of consideration for the broad set of interpersonal and self-management skills, creating potential limitations for real-world educational contexts, where social-emotional and self-regulatory abilities are as crucial as cognitive competencies.

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