Which representation is best for communicating dynamic information?

Using pointing gestures to convey tactical information: investigating the roles of expertise and complexity

Coach's speech and pointing gestures are closely related. However, the question of whether the coach's pointing gestures influence the learning of complex game systems is still unclear. The present study examined the moderating roles of content complexity and expertise level on recall performance, visual attention, and mental effort through the coach's pointing gestures. One hundred and ninety-two novice and expert basketball players were randomly assigned to one of the four experimental conditions (simple content + no-gesture, simple content + with-gesture, more complex content + no-gesture, or more complex content + with-gesture). The results showed that regardless of the complexity of the content, novices showed significantly better recall performance, better visual search on the static diagrams and lower mental effort in the with-gesture condition than in the no-gesture condition. However, the results showed that experts benefited equally from both conditions (with-gesture and no-gestures) when the content was simple, whereas they benefited more from the condition with-gesture when the content was more complex. The findings and their implications for the design of learning materials are discussed in terms of cognitive load theory.

Improving Soccer Knowledge From Computerized Game Diagrams: Benefits of Sequential Instructional Arrows

In this study, we used Cognitive Load Theory to examine the role of a sequential versus simultaneous presentation technique for learning tactical skills from computerized diagrams of soccer scenes with two levels of complexity. Young soccer players learned the evolution of soccer game systems from computer-based diagrams with three types of instructional arrows: simultaneous, sequential-without-tracing, and sequential-with-tracing. We randomly assigned participants to one of six experimental conditions (three arrow presentation methods by two levels of soccer scene complexity) and asked them to rate their invested mental efforts, complete a recall-reconstruction test, and indicate their attitudes, immediately after the learning phase. When diagram content complexity was low, the three types of arrow presentations had similar learning effects. However, when diagram content complexity was high, the two sequential means of presenting instructional arrows produced better learning outcomes (with a clear relative advantage for the sequential-with-tracing presentation). We also found that the sequential presentation of arrows elicited more positive player attitudes whatever the level of content complexity. Considering the better learning outcomes and improved player attitudes from sequential diagram presentations, soccer coaches should present computer-based instructional diagram arrows sequentially, rather than simultaneously. A sequential-with-tracing arrow presentation was particularly beneficial for learning complex team sport scenes.

The Effects of Temporal Contiguity and Expertise on Acquisition of Tactical Movements

Various studies demonstrated that multimedia learning improves when text and pictures are presented contiguously in time rather than separately – the temporal contiguity effect. The present study investigated whether this advantage is restricted to only novice learners (novices) or also extends to more knowledgeable learners (expert), and whether it depends on the length of instructional segments. Learners with varied levels of expertise (experts vs. novices) learned about basketball game system in five different experimental conditions. In the first three conditions, an entire video clip and audio text were presented either at the same time or the video clip was presented before or after the entire audio (macro-step presentations). In the remaining two conditions, short segments of the video clip were presented before or after corresponding short segments of the audio (micro-step presentations). Overall, novice learners benefited more from the concurrent presentation (combination of learning and mental effort scores); in addition, and in the case of macro-step presentations novices performed better when the audio segment preceded the video clip segment. However, experts benefited more from the micro-step presentations, demonstrating an expertise reversal effect.