Instructional design for advanced learners: Establishing connections between the theoretical frameworks of cognitive load and deliberate practice |
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Authors: | Tamara van Gog K Anders Ericsson Remy M J P Rikers Fred Paas |
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Institution: | (1) Psychology Department at Florida State University, Florida, USA;(2) Psychology Department at Erasmus University Rotterdam, The Netherlands;(3) Educational Technology Expertise Center, Open University of the Netherlands, P. O. Box 2960, 6401 DL Heerlen, The Netherlands |
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Abstract: | Cognitive load theory (CLT) has been successful in identifying instructional formats that are more effective and efficient
than conventional problem solving in the initial, novice phase of skill acquisition. However, recent findings regarding the
“expertise reversal effect” have begun to stimulate cognitive load theorists to broaden their horizon to the question of how
instructional design should be altered as a learner's knowledge increases. To answer this question, it is important to understand
how expertise is acquired and what fosters its development. Expert performance research, and, in particular, the theoretical
framework of deliberate practice have given us a better understanding of the principles and activities that are essential
in order to excel in a domain. This article explores how these activities and principles can be used to design instructional
formats based on CLT for higher levels of skills mastery. The value of these formats for e-learning environments in which
learning tasks can be adaptively selected on the basis of online assessments of the learner's level of expertise is discussed.
In their preparation of this article, the first and last authors were supported by an Internationalization grant from the
Netherlands Organization for Scientific Research (NWO, The Hague, project number 411-01-010). |
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