Ingrid A.E. Spanjers

An expertise reversal effect of segmentation in learning from animated worked-out examples

Many animations impose a high cognitive load due to the transience of information, which often hampers learning. Segmentation, that is presenting animations in pieces (i.e., segments), has been proposed as a means to reduce this high cognitive load. The expertise reversal effect shows, however, that design measures that have a positive effect on cognitive load and learning for students with lower levels of prior knowledge, might not be effective, or might even have a negative effect on cognitive load and learning for students with higher levels of prior knowledge. This experiment with animated worked-out examples showed an expertise reversal effect of segmentation: segmented animations were more efficient than continuous animations (i.e., equal test performance with lower investment of mental effort during learning) for students with lower levels of prior knowledge, but not for students with higher levels of prior knowledge.

Explaining the segmentation effect in learning from animations: The role of pausing and temporal cueing

Segmentation of animations, that is presenting them in pieces rather than as a continuous stream of information, has been shown to have a beneficial effect on cognitive load and learning for novices. Two different explanations of this segmentation effect have been proposed. Firstly, pauses are usually inserted between the segments, which may give learners extra time to perform necessary cognitive processes. Secondly, because segmentation divides animations into meaningful pieces, it provides a form of temporal cueing which may support learners in perceiving the underlying structure of the process or procedure depicted in the animation. This study investigates which of these explanations is the most plausible. Secondary education students (N = 161) studied animations on probability calculation, after having been randomly assigned to one of four conditions: non-segmented animations, animations segmented by pauses only, animations segmented by temporarily darkening the screen only, and animations segmented by both pauses and temporarily darkening the screen. The results suggest that both pauses and cues play a role in the segmentation effect, but in a different way.

Improving learning from animated soccer scenes: Evidence for the expertise reversal effect

Abstract In two experiments, we investigated how animation of play (soccer) should be designed in order to avoid the high cognitive load due to the fleeting nature of information. Using static pictures and altering the animation’s presentation speed have been proposed as instructional strategies to reduce learners’ cognitive load. In the first experiment, we tested the effect of static vs. animated presentations on learning. The results indicated that novices benefited more from the static presentation whereas experts benefited more from the animated presentation. The second experiment investigated the effect of low vs. normal vs. high levels of presentation speed on learning. The results showed that novices profited more from the low presentation speed while experts profited more from the normal and high presentation speeds. Thus both experiments demonstrated the occurrences of the expertise reversal effect. Findings suggest that the effectiveness of instructional strategies depends on levels of soccer players’ expertise.

Is blended learning and problem-based learning course design suited to develop future public health leaders? An explorative European study

BackgroundPublic health leaders are confronted with complex problems, and developing effective leadership competencies is essential. The teaching of leadership is still not common in public health training programs around the world. A reconceptualization of professional training is needed and can benefit from innovative educational approaches. Our aim was to explore learners’ perceptions of the effectiveness and appeal of a public health leadership course using problem-based, blended learning methods that used virtual learning environment technologies.Case presentationIn this cross-sectional evaluative study, the Self-Assessment Instrument of Competencies for Public Health Leaders was administered before and after an online, blended-learning, problem-based (PBL) leadership course. An evaluation questionnaire was also used to measure perceptions of blended learning, problem-based learning, and tutor functioning among 19 public health professionals from The Netherlands (n = 8), Lithuania (n = 5), and Austria (n = 6).Participants showed overall satisfaction and knowledge gains related to public health leadership competencies in six of eight measured areas, especially Political Leadership and Systems Thinking. Some perceptions of blended learning and PBL varied between the institutions. This might have been caused by lack of experience of the educational approaches, differing professional backgrounds, inexperience of communicating in the online setting, and different expectations towards the course.ConclusionsBlended, problem-based learning might be an effective way to develop leadership competencies among public health professionals in international and interdisciplinary context.