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The effectiveness and efficiency of individual versus collaborative learning was investigated as a function of instructional format among 140 high school students in the domain of biology. The instructional format either emphasized worked examples, which needed to be studied or the equivalent problems, which needed to be solved. Because problem solving imposes a higher cognitive load for novices than does studying worked examples it was hypothesized that learning by solving problems would lead to better learning outcomes (effectiveness) and be more efficient for collaborative learners, whereas learning by studying worked examples would lead to better learning outcomes and be more efficient for individual learners. The results supported these crossover interaction hypothesis. Consequences of the findings for the design of individual and collaborative learning environments are discussed. 相似文献
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Research has demonstrated that instruction that relies more heavily on example study is more effective for novices’ learning than instruction consisting of problem solving. However, ‘a heavier reliance on example study’ has been implemented in different ways. For example, worked examples only (WE), example-problem pairs (WE-PS), or problem-example pairs (PS-WE) have been used. This study investigated the effectiveness of all three strategies compared to problem solving only (PS), using electrical circuits troubleshooting tasks; participants were secondary education students who were novices concerning those tasks. Based on prior research, it was hypothesized and confirmed that WE and WE-PS would lead to lower cognitive load during learning and higher learning outcomes than PS. In addition, the open questions of whether there would be any differences between WE and WE-PS, and whether there would be any differences between PS-WE and PS were explored. Results showed no differences between WE and WE-PS or between PS-WE and PS. This study can inform instructional designers on which example-based learning strategies to implement: it does not seem necessary to alternate example study and problem solving, but when doing so, example-problem pairs should be used rather than problem-example pairs. 相似文献
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日益变化的学习环境对设计教学提出了严峻的挑战。其中,最重要的是考虑如何面向现实生活和完整任务开展学习;如何学会解决非良构的问题,实现学习迁移;如何从扶到放设计学习任务;如何推行个性化的教学;本文概要地讨论了综合学习设计理论和认知负荷理论的若干重要主张和认识。 相似文献
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A motivational perspective on the relation between mental effort and performance: Optimizing learner involvement in instruction 总被引：3，自引：0，他引：3
Fred Paas Juhani E. Tuovinen Jeroen J. G. van Merriënboer A. Aubteen Darabi 《Educational technology research and development : ETR & D》2005,53(3):25-34
Motivation can be identified as a dimension that determines learning success and causes the high dropout rate among online learners, especially in complex e-learning environments. It is argued that these learning environments represensent a new challenge to cognitive load researchers to investigate the motivational effects of instructional conditions and help instructional designers to predict which instructional configurations will maximize learning and transfer. Consistent with the efficiency perspective introduced by Paas and Van Merriënboer (1993), an alternative motivational perspective of the relation between mental effort and performance is presented. We propose a procedure to compute and visualize the differential effects of instructional conditions on learner motivation, and illustrate this procedure on the basis of an existing data set. Theoretical and practical implications of the motivational perspective are discussed. 相似文献
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In order to develop higher education in theEuropean Union there is a need to increase themobility of students and teachers. Improvingthe flexibility of educational programming isan educational policy in the Netherlands tosupport this development. To get a clearpicture of the operational characteristics ofcurrent educational programmes, theirflexibility and conditions for improvement, asurvey was carried out in Businessadministration programmes in higherprofessional education institutes in theNetherlands. The results indicate that theseeducational programmes are organised in ratherrigid operational formats that seem to restrictflexibility. The issue of developing newoperational models that allow for more flexibleeducational programme formats is discussed.Operations management and educationaltechnology are considered as potential domainsfor a re-engineering of educational systems. 相似文献
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Raaijmakers Steven F. Baars Martine Paas Fred van Merriënboer Jeroen J. G. van Gog Tamara 《Metacognition and Learning》2019,14(1):21-42
Metacognition and Learning - Effective self-regulated learning in settings in which students can decide what tasks to work on, requires accurate self-assessment (i.e., a judgment of own level of... 相似文献
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Ouhao Chen Juan C. Castro-Alonso Fred Paas John Sweller 《Educational Psychology Review》2018,30(2):483-501
Depletion of limited working memory resources may occur following extensive mental effort resulting in decreased performance compared to conditions requiring less extensive mental effort. This “depletion effect” can be incorporated into cognitive load theory that is concerned with using the properties of human cognitive architecture, especially working memory, when designing instruction. Two experiments were carried out on the spacing effect that occurs when learning that is spaced by temporal gaps between learning episodes is superior to identical, massed learning with no gaps between learning episodes. Using primary school students learning mathematics, it was found that students obtained lower scores on a working memory capacity test (Experiments 1 and 2) and higher ratings of cognitive load (Experiment 2) after massed than after spaced practice. The reduction in working memory capacity may be attributed to working memory resource depletion following the relatively prolonged mental effort associated with massed compared to spaced practice. An expansion of cognitive load theory to incorporate working memory resource depletion along with instructional design implications, including the spacing effect, is discussed. 相似文献
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Steven F. Raaijmakers Martine Baars Lydia Schaap Fred Paas Jeroen van Merriënboer Tamara van Gog 《Instructional Science》2018,46(2):273-290
Self-assessment and task-selection skills are crucial in self-regulated learning situations in which students can choose their own tasks. Prior research suggested that training with video modeling examples, in which another person (the model) demonstrates and explains the cyclical process of problem-solving task performance, self-assessment, and task-selection, is effective for improving adolescents’ problem-solving posttest performance after self-regulated learning. In these examples, the models used a specific task-selection algorithm in which perceived mental effort and self-assessed performance scores were combined to determine the complexity and support level of the next task, selected from a task database. In the present study we aimed to replicate prior findings and to investigate whether transfer of task-selection skills would be facilitated even more by a more general, heuristic task-selection training than the task-specific algorithm. Transfer of task-selection skills was assessed by having students select a new task in another domain for a fictitious peer student. Results showed that both heuristic and algorithmic training of self-assessment and task-selection skills improved problem-solving posttest performance after a self-regulated learning phase, as well as transfer of task-selection skills. Heuristic training was not more effective for transfer than algorithmic training. These findings show that example-based self-assessment and task-selection training can be an effective and relatively easy to implement method for improving students’ self-regulated learning outcomes. Importantly, our data suggest that the effect on task-selection skills may transfer beyond the trained tasks, although future research should establish whether this also applies when trained students perform novel tasks themselves. 相似文献