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2015 | OriginalPaper | Chapter

Worked Examples are More Efficient for Learning than High-Assistance Instructional Software

Authors : Bruce M. McLaren, Tamara van Gog, Craig Ganoe, David Yaron, Michael Karabinos

Published in: Artificial Intelligence in Education

Publisher: Springer International Publishing

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The ‘assistance dilemma’, an important issue in the Learning Sciences, is concerned with how much guidance or assistance should be provided to help students learn. A recent study comparing three high-assistance approaches (worked examples, tutored problems, and erroneous examples) and one low-assistance (conventional problems) approach, in a multi-session classroom experiment, showed equal learning outcomes, with worked examples being much more efficient. To rule out that the surprising lack of differences in learning outcomes was due to too much feedback across the conditions, the present follow-up experiment was conducted, in which feedback was curtailed. Yet the results in the new experiment were the same: there were no differences in learning outcomes, but worked examples were much more efficient. These two experiments suggest that there are efficiency benefits of worked example study. Yet, questions remain. For instance, why didn’t high instructional assistance benefit learning outcomes and would these results hold up in other domains?

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Metadata
Title
Worked Examples are More Efficient for Learning than High-Assistance Instructional Software
Authors
Bruce M. McLaren
Tamara van Gog
Craig Ganoe
David Yaron
Michael Karabinos
Copyright Year
2015
DOI
https://doi.org/10.1007/978-3-319-19773-9_98

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