共查询到20条相似文献，搜索用时 31 毫秒
1.
Ya P. Hsiao Francis Brouns Liesbeth Kester Peter Sloep 《Interactive Learning Environments》2013,21(1):89-100
Learning Networks (LNs) are online social networks designed to support nonformal learning; they are therefore particularly suitable for self-directed learners. In LNs, learners need to construct knowledge through knowledge sharing with other participants. However, without support, learners have to organize knowledge sharing themselves and this could induce extraneous cognitive load. When working on complex learning tasks, this organizing process could have a detrimental effect on knowledge construction. To optimize cognitive load, we propose using a peer support system that applies the mechanisms of peer tutoring to support knowledge sharing. Its mechanisms reduce, we argue, the extraneous load imposed by having to organize knowledge sharing as well as induce germane load by directing the freed-up cognitive capacity to processes that contribute to knowledge construction. 相似文献
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The development of flexible, transferable problem-solving skills is an important aim of contemporary educational systems.
Since processing limitations of our mind represent a major factor influencing any meaningful learning, the acquisition of
flexible problem-solving skills needs to be based on known characteristics of our cognitive architecture in order to be effective
and efficient. This paper takes a closer look at the processes involved in the acquisition of flexible problem-solving skills
within a cognitive load framework. It concludes that (1) cognitive load theory can benefit from putting more emphasis on generalized
knowledge structures; (2) there are tradeoffs between generality and power with respect to specific versus generalized knowledge
structures; (3) generalized knowledge structures of “medium” generality are essential for flexible expertise; and (4) cognitive
load theory could provide a valuable framework for considering essential attributes of flexible expertise. 相似文献
4.
Kathleen Hogan 《International Journal of Science Education》2013,35(8):855-882
The purpose of this study was to examine students' roles during a long-term collaborative task that required them to master complex sets of cognitive, regulatory and social skills needed for building knowledge largely from their own and their peers' ideas and observations. Samples of discourse were collected from 24 8th grade students in eight groups within four classrooms throughout a 12-week unit on constructing and testing mental models of the nature of matter. Eight prominent sociocognitive roles that served socio-emotional, conceptual and metacognitive functions are described. The roles are related to individual students' perspectives on learning, and to the levels of reasoning each group achieved. The results can be used to raise students' and teachers' awareness of the personal resources, interactive processes and norms that can support or derail knowledge construction in collaborative groups. 相似文献
5.
Jean-Franois Rouet 《Learning and Instruction》2009,19(5):445-450
Designers of interactive learning environments face the issue of managing the learner's cognitive load, reducing irrelevant sources while optimizing useful sources of load. I propose a conceptual framework aimed at organizing the contributions of the papers presented in this special issue. The framework identifies three main dimensions, namely individual, task and environment, which may have specific or combined effects on the amount and type of cognitive load experienced during learning activities. I summarize some of the findings presented in the special issue with respect to each of these dimensions. Then I discuss some limitations of the studies and some perspectives for further research in the domain. I emphasize the need to control learners’ level of familiarity with the task setting and environment features, not just their prior knowledge of the content area, in order to obtain reliable assessments of cognitive load and learning outcomes. 相似文献
6.
Wolfgang Schnotz Justus Böckheler Harriet Grzondziel 《European Journal of Psychology of Education - EJPE》1999,14(2):245-265
Computer-based multimedia learning environments make it possible to present interactive animated pictures, which can be manipulated for active exploratory learning and which allow the dynamic behavior of complex subject matter to be displayed. Due to the large range of possibilities for exploratory interaction, such learning environments seem well suited for co-operative learning in which different learners analyse the presented subject matter from different perspectives. This paper first describes a theoretical framework for learning from texts and pictures together with an analysis of possible effects of animation and interactivity on knowledge acquisition. It then presents two empirical studies in which knowledge acquisition from interactive animated pictures was compared with knowledge acquisition from static pictures under the conditions of individual learning (Study I) and of cooperative learning (Study II). In Study I, learning with interactive animated pictures resulted in a superior encoding of detail information, but did not facilitate performance of mental simulation tasks. In Study II, learning with interactive animated pictures resulted both in inferior encoding of detail information and poorer results in mental simulations. These findings and the analysis of discourse protocols of subjects’ co-operation suggest that exploratory learning with interactive animated pictures is associated with extraneous cognitive load and that this load can be further increased by the co-ordination demands of co-operative learning. Although animated pictures may provide external support for mental simulations, they do not appear to be generally beneficial for learning, because they can prevent individuals from performing relevant cognitive processes. 相似文献
7.
Performance in science reasoning tasks is a significant objective in modem science instruction and increasing emphasis is being placed on the development of higher cognitive processes in science education. An empirical analysis of the relationship between science reasoning skills and the amount of information acquired during science learning as predicted by a neuromathematical model of information processing is presented. As the neuromathematical model includes a variable representing verbal ability, it is to be expected that a direct relationship exists between the amount of knowledge gained as predicted by the model and reasoning ability. The purpose of this research is to derive a formal quantitative statement for the relationship between knowledge acquisition predicted by the neuromathematical equation and scientific reasoning skills. A linear regression equation is obtained relating performance on a science reasoning task to the amount of information acquired as predicted by the neuromathematical model. This research provides a first approximation to providing a theoretical and empirical link between information processing and higher cognitive thought processes in science education. 相似文献
8.
Knowledge elaboration: A cognitive load perspective 总被引：3，自引：3，他引：0
The process of knowledge elaboration is considered from the perspective of cognitive load theory. This theory assumes that the available knowledge structures in long-term memory (LTM) are used to organize and guide cognitive processing in complex learning. Accordingly, the role of external instructional guidance in the process of knowledge elaboration could be described as providing a substitute for knowledge structures missing from LTM. Thus, the executive guidance in complex learning environments is shared between the person (based on his/her LTM knowledge structures) and another expert or instructional means. This article analyzes instructional implications of this assumption. Adaptive learning environments are suggested for tailoring knowledge elaboration processes to changing characteristics of individual learners. Means for identifying and predicting the learner's LTM-based executive guidance are proposed so that they can be utilized in the building of adaptive learning environments. 相似文献
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A Cognitive Load Approach to Collaborative Learning: United Brains for Complex Tasks 总被引：1，自引：0，他引：1
This article presents a review of research comparing the effectiveness of individual learning environments with collaborative
learning environments. In reviewing the literature, it was determined that there is no clear and unequivocal picture of how,
when, and why the effectiveness of these two approaches to learning differ, a result which may be due to differing complexities
of the learning tasks used in the research and the concomitant load imposed on the learner’s cognitive system. Based upon
cognitive load theory, it is argued that learning by an individual becomes less effective and efficient than learning by a
group of individuals as task complexity increases. Dividing the processing of information across individuals is useful when
the cognitive load is high because it allows information to be divided across a larger reservoir of cognitive capacity. Although
such division requires that information be recombined and that processing be coordinated, under high load conditions, these
costs are minimal compared to the gain achieved by this division of labor. In contrast, under low load conditions, an individual
can adequately carry out the required processing activities, and the costs of recombination and coordination are relatively
more substantial. Implications of these ideas for research and practice of collaborative learning are discussed. 相似文献
10.
Slava Kalyuga 《European Journal of Psychology of Education - EJPE》2013,28(4):1477-1493
Transferring one’s knowledge in new situations is usually associated with cognitively demanding processes. The paper explores an approach to facilitating transfer of knowledge by explicitly instructing learners in medium-level generalized but yet domain-connected knowledge structures that are applicable to a broader range of tasks in the domain and could be essential in managing the cognitive load associated with transfer. The paper includes a theoretical analysis of the potential role of the generalized domain knowledge in transfer and an experimental study designed to investigate the effectiveness of explicit instruction in a generalized domain knowledge structure (function–process–structure schema) in technical areas. Forty-nine undergraduate university students with low or no prior knowledge in the domain participated in the randomised 2 (schema-based vs. non-schema-based instruction)?×?2 (general-to-specific vs. specific-to-general knowledge sequences) experiment investigating the effects of these two factors on posttest transfer performance and subjective ratings of learning difficulty (interpreted as indicators of cognitive load). The results indicated a significant (p?<?0.05) main effect of schema-based instruction; a possible trend (p?<?0.1) favouring general-to-specific instructional sequence for posttest test performance; and a significant interaction between the two factors for ratings of difficulty. The paper concludes that (a) transfer within a domain could be facilitated by explicitly instructing learners in generalized domain schemas; (b) general-to-specific approach could possibly be used as a preferred instructional sequence for enhancing transfer; and (c) cognitive load perspective could add some valid arguments to explain the role of generalized domain knowledge in transfer. 相似文献
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John P. Gallagher 《Instructional Science》1979,8(4):393-414
With increasing frequency, constructs developed within the field of cognitive/information processing psychology are being employed in the development of instructional theory. This article attempts to organize a broad range of developments in instructional psychology which have this common origin. Particular emphasis is placed on the applicability of constructs such as data structures and procedures. Recent developments in instructional psychology are discussed relative to cognitive task analysis, individual difference variables, and cognitive models of interactive instructional decision-making. Implications for future theory and practice are considered. 相似文献
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Recent literature on learning with instructional manipulatives seems to call for a moderate view on the effects of perceptual and interactive richness of instructional manipulatives on learning. This “moderate view” holds that manipulatives’ perceptual and interactive richness may compromise learning in two ways: (1) by imposing a very high cognitive load on the learner, and (2) by hindering drawing of symbolic inferences that are supposed to play a key role in transfer (i.e., application of knowledge to new situations in the absence of instructional manipulatives). This paper presents a contrasting view. Drawing on recent insights from Embedded Embodied perspectives on cognition, it is argued that (1) perceptual and interactive richness may provide opportunities for alleviating cognitive load (Embedded Cognition), and (2) transfer of learning is not reliant on decontextualized knowledge but may draw on previous sensorimotor experiences of the kind afforded by perceptual and interactive richness of manipulatives (Embodied Cognition). By negotiating the Embedded Embodied Cognition view with the moderate view, implications for research are derived. 相似文献
14.
Hitendra Pillay Wageeh W. Boles Andrea R. McCrindle 《European Journal of Psychology of Education - EJPE》2001,16(4):491-508
Given the complexity of most cognitive processes and that of the associated knowledge base, which facilitates effective and efficient use of electronic diagnostic equipment, this paper addresses the important area of understanding how human operators interact with and construct meaningful understanding from the data displayed by such devices. Some work has been done in areas related to graphical and diagrammatical information processing. However, none of these studies considered the interaction of domain and task experts’ performance on similar graphical tasks. The exploratory study presented in this paper intends to identify patterns in cognitive processes used by ultrasound operators, and to provide an explanation for the reason for such patterns in light of the structure and deployment of domain and task-knowledge. The findings illustrate the complex interrelatedness of theoretical and practical knowledge, which constitutes professional knowledge. Professional knowledge becomes more complex when individuals depend on sophisticated tools to assist in their thinking. The study suggests a possibility to think about professional knowledge as a distributed knowledge across task and domain knowledge and knowledge inherent in the tools. Such distributed knowledge in professional practice needs further exploration. 相似文献
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Richard K. Lowe 《European Journal of Psychology of Education - EJPE》1999,14(2):225-244
The construction of a high quality mental model from a complex visual display relies the capacity of learners to extract appropriate information from that display. Beginning students of meteorology complied written records of generalisations extracted from animated weather map sequences in order to prepare themselves for a subsequent prediction task. Analysis of these records revealed that much of the information extracted was perceptually salient rather than thematically relevant. This perceptual dominance effect was found for both visuospatial and temporal aspects of the display. The statements produced were deficient with regard to the causal explanations that would be necessary to build a satisfactory mental model of the depicted situation. These deficiencies involved both the proportion of causal material recorded and the attribution of causality on an everyday rather than a domain-appropriate basis. The limitations of the information extracted were interpreted as evidence of subjects’ use of selective attention to control cognitive load in a complex, demanding processing situation and the effects of their lack of domain-specific background knowledge. Contrary to prevailing orthodoxies, the results raise the possibility that in some circumstances, animations may not be instructionally superior to static depictions because the processing demands involved can have negative effects on learning. 相似文献
17.
Pascal W. M. Van Gerven Fred G. W. C. Paas Jeroen J. G. Van Merriënboer Henk G. Schmidt 《Educational gerontology》2013,39(6):503-521
The purpose of this article is to explore the advantages of instructional formats based on cognitive load theory for elderly learners engaged in the acquisition of complex cognitive skills. A great body of research has demonstrated that cognitive aging is accompanied by a reduction of working - memory capacity, a general slowing of mental processes, and a decline of the ability to repress irrelevant information. The core idea of cognitive load theory is that working - memory capacity is limited and should therefore be managed with great care and discretion. Cognitive load theory claims that this can be achieved by minimizing the level of extraneous cognitive load, which is the portion of load that does not contribute to schema acquisition, and by maximizing the level of germane cognitive load, which directly contributes to the construction of cognitive schemata. Since instructions based on cognitive load theory deal with cognitive limitations, in that they lead to an efficient use of the available resources, it was hypothesized that they are especially effective when elderly people are involved. This idea was analyzed by means of a framework merging cognitive load theory with the aforementioned research findings concerning cognitive aging. It was concluded that cognitive load theory, enabling elderly people to acquire new complex skills, can be regarded as an essential guide for educational gerontology. 相似文献
18.
Three experiments are reported that investigate the cognitive processes underlying contextual and isolated word reading. In Phase 1, undergraduate participants were exposed to 75 target words under three conditions. The participants generated 25 words from definitions, read 25 words in context and read 25 in isolation. In Phase 2, volunteers completed either an explicit recall task (Experiment 1), an implicit word stem completion task (Experiment 2) or both tasks (Experiment 3). Our findings provide converging evidence that contextual and isolated word reading elicit different patterns of cognitive processing. Specifically, Experiments 1–3 demonstrated that words read in context were remembered similarly to words generated from definitions: words from both conditions were recalled more frequently in the surprise memory task and selected less often to complete the word stems in the implicit memory task. The opposite pattern was noted for words read in isolation. Reading in context is discussed in terms of its greater reliance on semantic processing, whereas isolated word reading is discussed in relation to perceptually driven processes. 相似文献
19.
Jongpil Cheon Michael M. Grant 《Educational technology research and development : ETR & D》2012,60(3):399-420
The purpose of this study was to examine the effects of a metaphorical interface on germane cognitive load in Web-based instruction. Based on cognitive load theory, germane cognitive load is a cognitive investment for schema construction and automation. A new instrument developed in a previous study was used to measure students?? mental activities of schema construction and automation supported by structural cues in a metaphorical interface environment. Eighty participants were randomly assigned to one of two types of instructional units with the same instructional content and different interface types (i.e., non-metaphorical interface and metaphorical interface). The results indicated that germane cognitive load positively affected learning performance while there was no relationship between germane cognitive load and students?? prior knowledge. A metaphorical interface enhanced learners?? germane cognitive load and learning performance, and both germane cognitive load and prior knowledge similarly contributed to learning performance. The findings provide implications for the advancement of cognitive load theory and the practice of instructional development. 相似文献
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Concept maps can be used as a cognitive tool to assist learners' knowledge construction. However, in a concept map-based online discussion environment, studies that take into consideration learners' manipulative actions of composing concept maps, cognitive process among learners' discussion, and social knowledge construction at the same time are still lacking. Therefore, this study employed lag sequential analysis to empirically explore learners' behavioral patterns in a concept map-based online discussion environment. We explored learners' operations in the concept map tool, and their discussion behavioral patterns of cognitive processing phases and social knowledge construction. The results showed that it was easier for learners to define a node than to define a relationship when they used the concept map. Additionally, the concept map can enhance higher level cognitive processing phases and lead learners to return to the main discussions from off-topic discussions significantly. 相似文献