http://repub.eur.nl/res/aut/8617/ List of Publications en http://repub.eur.nl/static-eur/img/logo.png http://repub.eur.nl http://repub.eur.nl/res/pub/15345/ 2009-10-01T00:00:00Z This study explored the effects of prior knowledge (high vs. low; HPK and LPK) and concept-map structure (hierarchical vs. network; HS and NS) on disorientation, cognitive load, and learning from non-linear documents on "the infection process of a retrograde virus (HIV)". Participants in the study were 24 adults. Overall subjective ratings of disorientation and cognitive load, as well as detailed analysis of eye movement and navigation data were used. The results showed that LPK learners gained equal factual knowledge from the HS and NS concept maps, gained more conceptual knowledge from the HS concept map, and had to invest less mental effort in the posttest after learning with the HS concept map. On the other hand, HPK learners gained more factual knowledge from the HS concept map than from the NS concept map, and gained equal conceptual knowledge from both concept-map structures. Also, LPK learners experienced higher disorientation during learning with the NS concept map than the HS map, whereas no differential effect of concept-map structure was found for HPK learners. Both LPK and HPK learners invested less mental effort in processing the HS concept map. The eye tracking and navigation data provided more detailed insight into these findings. http://repub.eur.nl/res/pub/16961/ 2009-06-01T00:00:00Z This paper examines the transferability of successful cueing approaches from text and static visualization research to animations. Theories of visual attention and learning as well as empirical evidence for the instructional effectiveness of attention cueing are reviewed and, based on Mayer’s theory of multimedia learning, a framework was developed for classifying three functions for cueing: (1) selection—cues guide attention to specific locations, (2) organization—cues emphasize structure, and (3) integration—cues explicate relations between and within elements. The framework was used to structure the discussion of studies on cueing in animations. It is concluded that attentional cues may facilitate the selection of information in animations and sometimes improve learning, whereas organizational and relational cueing requires more consideration on how to enhance understanding. Consequently, it is suggested to develop cues that work in animations rather than borrowing effective cues from static representations. Guidelines for future research on attention cueing in animations are presented. http://repub.eur.nl/res/pub/16036/ 2009-05-01T00:00:00Z Research has shown that guiding students' attention guides their thought, and that attention can be communicated via eye movements. Therefore, this study investigates whether such a procedure can further enhance the effectiveness of examples in which a solution procedure is demonstrated to students by a (expert) model. Students' attention was guided by showing them not only the model's problem-solving actions on the computer screen, but also the model's eye movements while doing so. Interestingly, results show that combined with a verbal description of the thought process, this form of attention guidance had detrimental effects on learning. Consequences for further research on attention guidance and instructional design are discussed. http://repub.eur.nl/res/pub/14139/ 2009-01-01T00:00:00Z Animated models use animations and explanations to teach how a problem is solved and why particular problem-solving methods are chosen. Often spoken explanations are proposed to accompany animations in order to prevent overloading the visual channel (i.e., the modality effect). In this study we adopt the hypothesis that the inferior performance of written text compared to spoken text is due to the fact that written text receives less attention and, consequently, less effortful processing. In a 2 × 2 factorial experiment (N = 96) with the factors modality (written, spoken) and reflection (reflection prompts, no reflection prompts) the hypothesis is tested that prompted reflection requires learners to explicitly attend to written explanations and carefully process them, thus yielding higher transfer performance, whereas for spoken explanations prompted reflection would have no effect on transfer performance. The results indeed showed the hypothesized interaction between modality and reflection prompts. They suggest that the modality effect can be compensated for when learners explicitly attend to the information and effortfully process it. This has implications for learning situations in which spoken explanations are no option, such as education for the hearing-impaired. © 2008 Elsevier Inc. All rights reserved. http://repub.eur.nl/res/pub/15347/ 2009-01-01T00:00:00Z To examine how visual attentional resources are allocated when learning from a complex animation about the cardiovascular system, eye movements were registered in the absence and presence of visual cues. Cognitive processing was assessed using cued retrospective reporting, whereas comprehension and transfer tests measured the quality of the constructed representation. Within the framework of Cognitive Load Theory, visual cues highlighting the subsystems of the heart were hypothesized to guide attention, reduce visual search and extraneous cognitive load, and enhance learning. As predicted, learners looked more often and longer at cued parts. However, we found no effects of cueing on visual search and cognitive load. With respect to cognitive processing, performance differences were found on the number of statements in the learners' verbal reports. These findings suggest that visual cueing can guide attention in an animation, but other factors are also important in determining the effectiveness of visual cues on learning. http://repub.eur.nl/res/pub/14908/ 2008-09-01T00:00:00Z This special issue on the effects of constructivist learning environments is based on a symposium organized during the last annual meeting of the American Educational Research Association in Chicago. The studies in this issue not only provide an overview of the multitude of forms a constructivist learning environment can take, they also provide the reader with an overview of recent advances in this domain of research. The present discussion article provides a critical reflection on the studies in this special issue and tries to identify their prospects and limitations. http://repub.eur.nl/res/pub/12095/ 2008-04-10T00:00:00Z The question how animations should be designed so that learning is optimised, is still under discussion. Animations are often cognitively very demanding, resulting in decreased learning outcomes. In this study, we tried to prevent cognitive overload and foster learning by focusing the learners’ attention to one element (i.e. process) of an animation using a cueing technique. Psychology students viewed an animation of the cardiovascular system and were subsequently given a comprehension test and a transfer test. One group studied the animation without a visual cue, while for another group a visual cue was added to the animation. Results indicated that cueing not only enhanced comprehension and transfer performance for cued information, but also for uncued information. It is concluded that cueing can be used as a technique to improve learning from an animation. Results are interpreted in terms of cognitive load theory (CLT). http://repub.eur.nl/res/pub/2842/ 2003-12-01T00:00:00Z Background: On the basis of a multimodal model of working memory, cognitive load theory predicts that a multimedia-based instructional format leads to a better acquisition of complex subject matter than a purely visual instructional format. http://repub.eur.nl/res/pub/2850/ 2002-02-01T00:00:00Z Cognitive load theory (CLT) is aimed at developing training material that efficiently makes use of the available cognitive processing capacity and stimulates the learner's ability to use acquired knowledge and skills in new situations. It is claimed that CLT-based training formats meet the cognitive abilities of elderly learners particularly well. That is, cognitive aging brings about several declines of working memory, which impede the acquisition of complex cognitive skills. By making an optimal use of the ‘remaining’ cognitive resources, learning can be enhanced. For that purpose, CLT provides a promising range of training formats that have proven their effectiveness relative to conventional formats in young adults. This article presents an experimental study (N=54) aimed at the efficiency of worked examples as a substitute for conventional practice problems in training both elderly and young adults. According to CLT, studying worked examples is a more efficient means of training complex skills than solving conventional problems. As predicted, the results show that — with respect to the elderly — the efficiency of studying worked examples is higher than the efficiency of solving conventional problems in that less training time and cognitive load leads to a comparable level of performance. http://repub.eur.nl/res/pub/2852/ 2002-01-01T00:00:00Z Medical specialists confronted with problems in their domain of expertise do not rely on intentional causal reasoning, using explicit principles or rules. Rather, reasoning is an automatic process, using knowledge in an encapsulated mode. Less clear is what happens when medical specialists encounter problems outside their specialties. To shed light on this issue, we asked cardiologists and pulmonologists to evaluate 4 clinical cases, 2 in the domain of cardiology and 2 in pulmonology. Their task was to study, diagnose, recall, and explain the signs and symptoms of the clinical case descriptions. The cardiologists and pulmonologists alike processed cases in their specialties faster and more accurately, but recall and pathophysiological explanations did not reveal significant differences. These results suggest that medical specialists do not process cases outside their specialties in a qualitatively different mode from cases within their specialties. http://repub.eur.nl/res/pub/2872/ 2000-01-01T00:00:00Z Life-span retention of street names was studied in a sample of former students of a Dutch elementary school. Participants were requested to recall the street names of their childhood neighbourhood and indicate their position on a map. In addition, information was gathered concerning (a) the extensiveness of the original learning experience, (b) its elaborateness, and (c) the amount of interference from similar materials occurring between original learning experience and time of recall. Retention intervals varied from 0 to 71 years. Amount of exposure, elaborateness of learning, and retroactive interference all contributed to the memorability of names. In addition, the forgetting curve showed a permastore effect (Bahrick, 1984), suggesting that memory for non-schematic, incidentally learned material is subject to processes of forgetting similar to those that affect intentionally learned material, such as subject-matter acquired in school.