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the psychology of learning and motivation - Percepts and Concepts ...

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Applying <strong>the</strong> Science <strong>of</strong> Learning to Multimedia Instruction 89[(Figure_2)TD$FIG]Figure 2Three instructional scenarios.might not believe that deep underst<strong>and</strong>ing is possible. As a result, <strong>the</strong>learner does not build a meaningful <strong>learning</strong> outcome. In this situation, animportant goal <strong>of</strong> multimedia instructional design is to foster generativeprocessing.For <strong>the</strong> past 20 years, my colleagues <strong>and</strong> I at <strong>the</strong> University <strong>of</strong>California, Santa Barbara have been conducting dozens <strong>of</strong> experimentalcomparisons aimed at identifying multimedia design principles thatreduce extraneous processing, manage essential processing, <strong>and</strong> fostergenerative processing. I share <strong>the</strong> fruits <strong>of</strong> this research program withyou in <strong>the</strong> next three sections <strong>of</strong> this chapter.In general, we focus mainly on teaching how various physical, mechanical,or biological systems work in short lessons followed by immediatepost-tests, using paper-based lessons, computer-based presentations, <strong>and</strong>computer games. We compare <strong>the</strong> transfer test performance <strong>of</strong> studentswho received <strong>the</strong> control version <strong>of</strong> <strong>the</strong> lesson versus those who received atreatment version that was modified in line with a design principle. I report<strong>the</strong> median effect size (d) for each <strong>of</strong> 12 principles, based on multipleexperimental comparisons carried out in our lab.

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