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Lin, Lijia; Atkinson, Robert K. – Journal of Educational Computing Research, 2013
The purpose of the two experiments was to investigate the potential effects of different types of visualizations and self-explanation prompts on learning human cardiovascular system in a multimedia environment. In Experiments 1 and 2, 70 and 44 college students were randomly assigned to one of the four conditions in a 2 × 2 factorial design with…
Descriptors: Educational Experiments, Visualization, Prompting, Human Body
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Atkinson, Robert K.; Renkl, Alexander – Educational Psychology Review, 2007
This review describes parts of our research program on example-based learning that relates to recent efforts to incorporate interactive elements into learning environments designed to support learning from worked-out examples. Since most learners spontaneously study or process examples in a very passive or superficial manner, this review focuses…
Descriptors: Computer Assisted Instruction, Learner Controlled Instruction, Educational Environment, Study Habits
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Atkinson, Robert K.; Renkl, Alexander; Merrill, Mary Margaret – Journal of Educational Psychology, 2003
Combined fading with the introduction of prompts designed to encourage learners to identify the underlying principle illustrated in each worked-out solution step. Across 2 experiments, this combination produced medium to large effects on near and far transfer without requiring additional time on task. Thus, the instructional procedure is highly…
Descriptors: Cognitive Processes, Educational Psychology, Learning Strategies, Learning Theories
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Renkl, Alexander; Atkinson, Robert K. – Interactive Learning Environments, 2002
Discusses research on different types of computer-based learning environments that indirectly foster self-explanations, and discusses ways of leveraging new computer and video technologies to enhance these environments by representing problem situations and their concepts dynamically. Concludes by suggesting that these learning environments can…
Descriptors: Cognitive Processes, Computer Assisted Instruction, Computer Simulation, Educational Environment