Knowledge elaboration: A cognitive load perspective
Learning and InstructionPublished 10 March 2009Open access
Slava Kalyuga
Citations195
SJR quartileQ1
SJR score2.24
SNIP2.54
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
Abstract
El presente documento corresponde a una tesis de grado de maestría en Tecnologías de la información aplicadas a la educación, que estudia el efecto de un andamiaje de tipo motivacional en un ambiente de aprendizaje computacional, sobre la autoeficacia académica, el logro de aprendizaje y la carga cognitiva en estudiantes de grado quinto con diferente estilo cognitivo en la dimensión dependencia-Independencia de Campo.
Keywords
PsychologyComputer Science
Psychological ReviewThe magical number seven, plus or minus two: Some limits on our capacity for processing information.
17,493 Citations1956George Miller
The theory provides us with a yardstick for calibrating the authors' stimulus materials and for measuring the performance of their subjects, and the concepts and measures provided by the theory provide a quantitative way of getting at some of these questions.
Psychological ReviewThe magical number seven, plus or minus two: Some limits on our capacity for processing information.
17,276 Citations1994George Miller
About some experiments that tested how accurately people can assign numbers to the magnitudes of various aspects of a stimulus, and since the results are analyzed in terms of the concepts of information theory, I shall have to preface my discussion with a few remarks about this theory.
Cognitive ScienceCognitive Load During Problem Solving: Effects on Learning
8,423 Citations1988John Sweller
It is suggested that a major reason for the ineffectiveness of problem solving as a learning device, is that the cognitive processes required by the two activities overlap insufficiently, and that conventional problem solving in the form of means-ends analysis requires a relatively large amount of cognitive processing capacity which is consequently unavailable for schema acquisition.
Psychological ReviewControlled and automatic human information processing: II. Perceptual learning, automatic attending and a general theory.
7,133 Citations1977Richard M. Shiffrin, Walter Schneider
Tested the 2-process theory of detection, search, and attention presented by the current authors (1977) in a series of experiments and demonstrated the qualitative difference between 2 modes of information processing: automatic detection and controlled search.
Behavioral and Brain SciencesThe magical number 4 in short-term memory: A reconsideration of mental storage capacity
6,800 Citations2001Nelson Cowan
A wide variety of data on capacity limits suggesting that the smaller capacity limit in short-term memory tasks is real is brought together and a capacity limit for the focus of attention is proposed.
Educational Psychology ReviewCognitive Architecture and Instructional Design
5,573 Citations1998John Sweller, Jeroen J. G. van Merriënboer +1 more
Human Problem Solving
4,923 Citations1972Allen Newell
Comprehension: A Paradigm for Cognition
4,770 Citations1998Walter Kintsch
American PsychologistThe unbearable automaticity of being.
3,612 Citations1999John A. Bargh, Tanya L. Chartrand
Psychological ReviewLong-term working memory.
3,169 Citations1995K. Anders Ericsson, Walter Kintsch
To account for the large demands on working memory during text comprehension and expert performance, the traditional models of working memory involving temporary storage must be extended to include working memory based on storage in long-term memory.
Metacognitive Aspects of Problem Solving
2,773 Citations2024John H. Flavell
Schemata: The Building Blocks of Cognition
2,563 Citations2017David E. Rumelhart
Advances in Instructional Psychology
2,550 Citations2019
Models of Working Memory: Mechanisms of Active Maintenance and Executive Control
2,422 Citations1999Akira Miyake, Priti Shah
Choice Reviews OnlineThe Cambridge handbook of multimedia learning
2,327 Citations2006Richard E. Mayer
Cognitive ScienceSelf-explanations: How students study and use examples in learning to solve problems
2,300 Citations1989M Chi
Theoretical Issues in Reading Comprehension
2,228 Citations2017
Research in cognitive psychology, linguistics, education and artificial intelligence -- the four disciplines that have the most direct application to an understanding of the mental processes in reading -- is presented in this multilevel work that attempts to provide a systematic and scientific basis for understanding and building a comprehensive theory of reading comprehension.
Educational Psychology ReviewCognitive Load Theory and Complex Learning: Recent Developments and Future Directions
2,119 Citations2005Jeroen J. G. van Merriënboer, John Sweller
Educational PsychologistThe Expertise Reversal Effect
1,789 Citations2003Slava Kalyuga, Paul Ayres +2 more
Cognitive ScienceSelf‐Explanations: How Students Study and Use Examples in Learning to Solve Problems
1,677 Citations1989Michelene T.H., Miriam Bassok +3 more
The present paper analyzes the self-generated explanations that “Good” and “Poor” students produce while studying worked-out exomples of mechanics problems, and their subsequent reliance on examples during problem solving and the adequacy of current Al models of explanation-based learning is discussed.
Expertise in Problem Solving.
1,429 Citations1981T. H. Michelene, Robert Glaser +1 more
An examination of the shift from consideration of general, domain-independent skills and procedures, in both cognitive psychology and artificial intelligence, to the study of the knowledge base shows the importance of differences in the knowledge bases of experts and novices to their problem solving success.
Cognition and InstructionAre Good Texts Always Better? Interactions of Text Coherence, Background Knowledge, and Levels of Understanding in Learning From Text
1,333 Citations1996Danielle S. McNamara, Eileen Kintsch +2 more
Learning and memory : integrated approach
910 Citations1995John R. Anderson
This chapter discusses Classical Conditioning, Skill Acquisition, and Inductive Learning, as well as applications to Education Psychology and Education Reading Instruction Mathematics Instruction.
Educational Psychology ReviewExpertise Reversal Effect and Its Implications for Learner-Tailored Instruction
909 Citations2007Slava Kalyuga
Cognitive PsychologyWhy are some problems hard? Evidence from Tower of Hanoi
733 Citations1985Kenneth Kotovsky, John R. Hayes +1 more
This paper analyzes the causes for large differences in difficulty of various isomorphic versions of the Tower of Hanoi problem to seek and find causes for the differences in features of the problem representation.
Cognitive Psychology and Instruction
725 Citations1995Roger H. Bruning
Educational Research ReviewMetacognition and affect: What can metacognitive experiences tell us about the learning process?
665 Citations2006Anastasia Efklides
Consciousness and CognitionExecutive Attention and Metacognitive Regulation
663 Citations2000Diego Fernandez‐Duque, Jodie A. Baird +1 more
A developmental approach to the organization of the anatomy involved in executive control provides an added perspective on how these mechanisms are influenced by maturation and learning, and how they relate to metacognitive activity.
Cambridge University Press eBooksSchemas in Problem Solving
660 Citations1995Sandra P. Marshall
This work focuses on the development of a schema model for learning and assessment of planning knowledge in the context of SPS and PSE.
Defense Technical Information Center (DTIC)Expertise in Problem Solving.
622 Citations1981Chi,Michelene T H, Glaser,Robert +1 more
Cognitive Psychology and Instruction
540 Citations1978Alan M. Lesgold, James W. Pellegrino +2 more
Educational PsychologistStructuring the Transition From Example Study to Problem Solving in Cognitive Skill Acquisition: A Cognitive Load Perspective
517 Citations2003Alexander Renkl, Robert K. Atkinson
The Psychology of learning and motivation/The psychology of learning and motivationEvolution of human cognitive architecture
468 Citations2003John Sweller
Instructional ScienceInstructional Design Consequences of an Analogy between Evolution by Natural Selection and Human Cognitive Architecture
459 Citations2004John Sweller
Cognitive load theory both provides instructional design principles that would be difficult to devise without its particular view of human cognitive architecture and throws further light on that architecture.
Educational Technology Research and DevelopmentA motivational perspective on the relation between mental effort and performance: Optimizing learner involvement in instruction
391 Citations2005Fred Paas, Juhani E. Tuovinen +2 more
Trends and Prospects in Motivation Research
372 Citations2001Anastasia Efklides, Julius Kühl +1 more
Personnel PsychologyADAPTIVE GUIDANCE: ENHANCING SELF‐REGULATION, KNOWLEDGE, AND PERFORMANCE IN TECHNOLOGY‐BASED TRAINING
273 Citations2002Bradford S. Bell, Steve W. J. Kozlowski
Overall, it was found that adaptive guidance had a substantial effect on the nature of trainees' study and practice, self-regulation, knowledge acquired, and performance.
Psychology Press eBooksComplex Information Processing
265 Citations2013
Here, several leading experts in the area of cognitive science summarize their current research programs, tracing Herbert A. Simon's influence on their own work -- and on the field of information processing at large.
Educational Technology Research and DevelopmentRapid dynamic assessment of expertise to improve the efficiency of adaptive e-learning
261 Citations2005Slava Kalyuga, John Sweller
A method of evaluating learner experties based on assessment of the content of working memory and the extent to which cognitive load has been reduced by knowledge retrieved from long-term memory is suggested.
Schema-Directed Processes in Language Comprehension
248 Citations1978Richard C. E. Anderson
It is attempted to develop the thesis that the knowledge a person already possesses has a potent influence on what he or she will learn and remember from exposure to discourse.
Journal of Educational Computing ResearchStrategies for Programming Instruction in High School: Program Completion vs. Program Generation
222 Citations1990Jeroen J. G. van Merriënboer
The data indicated that the completion strategy facilitated the use of templates; however, this does not necessarily seem to imply that the students actually understood the working of those templates, because no differences occurred in the ability to interpret programs.
Journal of Educational PsychologyMeasuring Knowledge to Optimize Cognitive Load Factors During Instruction.
217 Citations2004Slava Kalyuga, John Sweller
Cognition and InstructionEffects of Knowledge Organization on Task Performance
209 Citations1984Bat‐Sheva Eylon, F. Reif
This study proposes a knowledge organization facilitating human performance on scientifically relevant recall and problem-solving tasks that is structured hierarchically so as to describe knowledge at different levels of detail and task-adapted so that higher levels include information most important for implementing the intended tasks.
Educating the evolved mind : conceptual foundations for an evolutionary educational psychology
207 Citations2007Jerry S. Carlson, Joel R. Levin
Skilled memory and expertise: Mechanisms of exceptional performance.
129 Citations1988K. Anders Ericsson
Instructional ScienceTowards a personalized task selection model with shared instructional control
127 Citations2006Gemma Corbalan, Liesbeth Kester +1 more
A personalized task-selection model with shared instructional control based on two current tendencies for the dynamic sequencing of learning tasks that can be used to increase the efficiency and effectiveness of instruction and to make it more appealing by providing the learner an optimal level of control over task selection.
Instructional ScienceThe elaboration theory of instruction: A model for sequencing and synthesizing instruction
122 Citations1980CharlesM. Reigeluth, Margaret Merrill +2 more
A novel instructional model for sequencing, syntheizing, and summarizing subject-matter content, which follows a general-to-detailed pattern of sequencing, as opposed to the hierarchically based sequences derived from Gagné-type task analyses.
Journal of the Learning SciencesStep-Wise Evolution of Mental Models of Electric C ircuits: A "Learning-Aloud" Case Study
110 Citations2002John J. Clement, M. Steinberg
An approach to teaching complex models in science that takes a model construction cycle of generation, evaluation, and modification as an organizing framework for thinking about when to use each of the previous strategies is described.
Learning and InstructionConditions and effects of example elaboration
100 Citations2002Robin Stark, Heinz Mandl +2 more
Applied Cognitive PsychologyAssessment of learners' organised knowledge structures in adaptive learning environments
96 Citations2006Slava Kalyuga
The study indicates that the developed assessment instruments could be embedded into adaptive e-learning packages as diagnostic tools for tailoring instructional materials to changing levels of student expertise in cognitively optimal ways.
Learning and InstructionRapid cognitive assessment of learners' knowledge structures
86 Citations2006Slava Kalyuga
An alternative schema-based rapid assessment technique based on an assessment of the extent to which working memory limits have been altered by solution schemas held in long-term memory in the area of arithmetic word problem solving is described.
Learning and InstructionAcquisition of procedures: The effects of example elaborations and active learning exercises
52 Citations2006Richard Catrambone, Mashiho Yuasa
It is indicated that condition–action elaborations improved procedural performance the most, in both the active and passive conditions.
Journal of Educational PsychologyWhen less is more in cognitive diagnosis: A rapid online method for diagnosing learner task-specific expertise.
51 Citations2008Slava Kalyuga
In this study involving 33 university students, a high degree of correlation was found between rapid testing scores and results of in-depth cognitive diagnosis based on observations of problem-solving steps using video recordings and concurrent verbal reports in the domains of kinematics and mathematics.
Discourse StudiesViews from a cognitive scientist: cognitive representations underlying discourse are sometimes social
26 Citations2006Arthur C. Graesser
The argument is advanced that constraints, coherence, and precision are very much at the heart of an explanation of the nature and amount of social knowledge.
