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Open AccessJournal ArticleDOI

An Evolutionary Upgrade of Cognitive Load Theory: Using the Human Motor System and Collaboration to Support the Learning of Complex Cognitive Tasks.

TLDR
It is suggested that several cognitive load effects rely on biologically primary knowledge being used to facilitate the acquisition of biologically secondary knowledge.
Abstract
Cognitive load theory is intended to provide instructional strategies derived from experimental, cognitive load effects. Each effect is based on our knowledge of human cognitive architecture, primarily the limited capacity and duration of a human working memory. These limitations are ameliorated by changes in long-term memory associated with learning. Initially, cognitive load theory's view of human cognitive architecture was assumed to apply to all categories of information. Based on Geary’s (Educational Psychologist 43, 179–195 2008; 2011) evolutionary account of educational psychology, this interpretation of human cognitive architecture requires amendment. Working memory limitations may be critical only when acquiring novel information based on culturally important knowledge that we have not specifically evolved to acquire. Cultural knowledge is known as biologically secondary information. Working memory limitations may have reduced significance when acquiring novel information that the human brain specifically has evolved to process, known as biologically primary information. If biologically primary information is less affected by working memory limitations than biologically secondary information, it may be advantageous to use primary information to assist in the acquisition of secondary information. In this article, we suggest that several cognitive load effects rely on biologically primary knowledge being used to facilitate the acquisition of biologically secondary knowledge. We indicate how incorporating an evolutionary view of human cognitive architecture can provide cognitive load researchers with novel perspectives of their findings and discuss some of the practical implications of this view.

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Journal ArticleDOI

Cognitive Architecture and Instructional Design: 20 Years Later

TL;DR: Cognitive load theory was introduced in the 1980s as an instructional design theory based on several uncontroversial aspects of human cognitive architecture as discussed by the authors, which had a limited impact on the field of instructional design with most instructional design recommendations proceeding as though working memory and long-term memory did not exist.
Journal ArticleDOI

Working Memory Underpins Cognitive Development, Learning, and Education

TL;DR: The historical roots and conceptual development of the concept are examined, the nature of cognitive developmental improvements in working memory is explored, the role of working memory in learning, and some potential implications ofWorking memory and its development for the education of children and adults are explored.
Journal ArticleDOI

Eight Ways to Promote Generative Learning

TL;DR: This article provides an overview of generative learning theory, grounded in Wittrock’s (1974) generative model of comprehension and reflected in more recent frameworks of active learning, such as Mayer's (2014) select-organize-integrate (SOI) framework.
Journal ArticleDOI

Effects of the Physical Environment on Cognitive Load and Learning: Towards a New Model of Cognitive Load.

TL;DR: In this paper, an updated version of the cognitive load model is presented, in which the physical learning environment is considered a distinct causal factor that can interact with learner characteristics, learning-task characteristics, or a combination of both.
References
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Journal Article

The magical number seven, plus or minus two: some limits on our capacity for processing information

TL;DR: The theory of information as discussed by the authors provides a yardstick for calibrating our stimulus materials and for measuring the performance of our subjects and provides a quantitative way of getting at some of these questions.
Book

The magical number seven plus or minus two: some limits on our capacity for processing information

TL;DR: The theory provides us with a yardstick for calibrating the authors' stimulus materials and for measuring the performance of their subjects, and the concepts and measures provided by the theory provide a quantitative way of getting at some of these questions.
Book

Human Problem Solving

TL;DR: The aim of the book is to advance the understanding of how humans think by putting forth a theory of human problem solving, along with a body of empirical evidence that permits assessment of the theory.
Book ChapterDOI

Chapter 11 Working memory

TL;DR: This chapter demonstrates the functional importance of dopamine to working memory function in several ways and demonstrates that a network of brain regions, including the prefrontal cortex, is critical for the active maintenance of internal representations.
Journal ArticleDOI

Human Problem Solving.

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