Training for reflective expertise: A four-component instructional design model for complex cognitive skills
Open accessIntegrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Over the last decade, researchers developed an instructional design model for complex learning consistent with CLT.
“Over the last decade, researchers (van Merriënboer, 1997;van Merriënboer, Jelsma, & Paas, 1992;van Merriënboer, Clark, & de Croock, 2002) developed an instructional design model for complex learning consistent with CLT.”
From Taking the Load Off a Learner's Mind: Instructional Design for Complex Learning (2003) · cites this paper as van Merriënboer, Jelsma, & Paas, 1992
Cites
Cognitive Load During Problem Solving: Effects on Learning
Sweller, J. (1988) · Cognitive Science · doi:10.1016/0364-0213(88)90023-7 · Cited by 11,048 · see citing works
Shiffrin, R. M., & Schneider, W. (1977) · Psychological Review · doi:10.1037/0033-295x.84.2.127 · Cited by 7,335 · see citing works
Anderson, J. R. (2013) · doi:10.4324/9781315799438 · Cited by 6,761 · see citing works
Controlled and automatic human information processing: I. Detection, search, and attention.
Schneider, W., & Shiffrin, R. M. (1977) · Psychological Review · doi:10.1037/0033-295x.84.1.1 · Cited by 5,902 · see citing works
(1983) · Cited by 5,041 · see citing works
SCRIPTS, PLANS, GOALS, AND UNDERSTANDING
Schank, R. C., & Abelson, R. P. (1988) · Elsevier eBooks · doi:10.1016/b978-1-4832-1446-7.50019-4 · Cited by 4,544 · see citing works
Scripts, Plans, Goals, and Understanding
Schank, R. C., & Abelson, R. P. (2013) · Psychology Press eBooks · doi:10.4324/9780203781036 · Cited by 3,180 · see citing works
Instructional Design Theories and Models
(1983) · doi:10.4324/9780203824283 · Cited by 2,192 · see citing works
Dedre Gentner, C. (1983) · Cited by 1,329 · see citing works
The transfer of cognitive skill
(1990) · Choice Reviews Online · doi:10.5860/choice.27-2989 · Cited by 1,250 · see citing works
Are Cognitive Skills Context-Bound?
PERKINS, D., & SALOMON, G. (1989) · Educational Researcher · doi:10.3102/0013189x018001016 · Cited by 1,133 · see citing works
Skill acquisition: Compilation of weak-method problem situations.
Anderson, J. R. (1987) · Psychological Review · doi:10.1037/0033-295x.94.2.192 · Cited by 1,022 · see citing works
Machine learning: An artificial intelligence approach
Stefik, M. (1985) · Artificial Intelligence · doi:10.1016/0004-3702(85)90005-0 · Cited by 982 · see citing works
Effects of schema acquisition and rule automation on mathematical problem-solving transfer.
Cooper, G., & Sweller, J. (1987) · Journal of Educational Psychology · doi:10.1037/0022-0663.79.4.347 · Cited by 688 · see citing works
Glaser, R. A. (2000) · Journal of Applied Developmental Psychology · doi:10.1016/s0193-3973(99)00056-8 · Cited by 637 · see citing works
Cognitive load as a factor in the structuring of technical material.
Sweller, J., Chandler, P., Tierney, P., & Cooper, M. (1990) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.119.2.176 · Cited by 629 · see citing works
Foundations of Intelligent Tutoring Systems
Polson, M. C., & Richardson, J. M. (2013) · Psychology Press eBooks · doi:10.4324/9780203761557 · Cited by 615 · see citing works
On the cognitive effects of learning computer programming
Pea, R. D., & Kurland, D. M. (1984) · New Ideas in Psychology · doi:10.1016/0732-118x(84)90018-7 · Cited by 546 · see citing works
Cognitive modeling and intelligent tutoring
Anderson, J. R., Boyle, C. F., Corbett, A. T., & Lewis, M. W. (1990) · Artificial Intelligence · doi:10.1016/0004-3702(90)90093-f · Cited by 537 · see citing works
Models of Competence in Solving Physics Problems*
Larkin, J. H., McDermott, J. P., Simon, D. P., & Simon, H. A. (1980) · Cognitive Science · doi:10.1207/s15516709cog0404_1 · Cited by 527 · see citing works
Instructional Technology: Foundations.
Hawkins, A. S., & Gagne, R. M. (1988) · Journal of the Royal Statistical Society Series D (The Statistician) · doi:10.2307/2348178 · Cited by 513 · see citing works
Derivational analogy : a theory of reconstructive problem solving and expertise acquisition
Carbonell, J. (2018) · KiltHub Repository · doi:10.1184/r1/6604739 · Cited by 474 · see citing works
Guidance during mathematical problem solving.
Tarmizi, R. A., & Sweller, J. (1988) · Journal of Educational Psychology · doi:10.1037/0022-0663.80.4.424 · Cited by 464 · see citing works
Learning by Analogy: Formulating and Generalizing Plans from Past Experience
Carbonell, J. (1983) · Springer eBooks · doi:10.1007/978-3-662-12405-5_5 · Cited by 405 · see citing works
Transfer of learning : contemporary research and applications
Cormier, S. M., & Hagman, J. D. (1987) · Cited by 395 · see citing works
Sweller, J. (1989) · Journal of Educational Psychology · doi:10.1037/0022-0663.81.4.457 · Cited by 348 · see citing works
Context Effects in Memory and Learning Movement Information
Shea, J. B., & Zimny, S. T. (1983) · Advances in psychology · doi:10.1016/s0166-4115(08)61998-6 · Cited by 309 · see citing works
Practice under changing priorities: an approach to the training of complex skills
Gopher, D., Weil, M., & Siegel, D. (1989) · Acta Psychologica · doi:10.1016/0001-6918(89)90007-3 · Cited by 288 · see citing works
Can Forgetting Facilitate Skill Acquisition?
Lee, T. D., & Magill, R. A. (1985) · Advances in psychology · doi:10.1016/s0166-4115(08)62528-5 · Cited by 272 · see citing works
Training High-Performance Skills: Fallacies and Guidelines
Schneider, W. (1985) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1177/001872088502700305 · Cited by 271 · see citing works
The use of schemata in the acquisition and transfer of knowledge
Thorndyke, P. W., & Hayes-Roth, B. (1979) · Cognitive Psychology · doi:10.1016/0010-0285(79)90005-7 · Cited by 268 · see citing works
Development of expertise in mathematical problem solving.
Sweller, J., Mawer, R. F., & Ward, M. R. (1983) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.112.4.639 · Cited by 258 · see citing works
Part-Task Training for Tracking and Manual Control
Wightman, D. C., & Lintern, G. (1985) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1177/001872088502700304 · Cited by 235 · see citing works
Carroll, J. M., Smith-Kerker, P. L., Ford, J. K., & Mazur-Rimetz, S. (1987) · Human-Computer Interaction · doi:10.1207/s15327051hci0302_2 · Cited by 230 · see citing works
Strategies for Programming Instruction in High School: Program Completion vs. Program Generation
van Merriënboer, J. J. G. (1990) · Journal of Educational Computing Research · doi:10.2190/4nk5-17l7-twqv-1ehl · Cited by 222 · see citing works
An Empirically Based Instructional Design Theory for Teaching Concepts
Tennyson, R. D., & Cocchiarella, M. J. (1986) · Review of Educational Research · doi:10.3102/00346543056001040 · Cited by 215 · see citing works
Strategies for Computer-Based Programming Instruction: Program Completion vs. Program Generation
Van Merriënboer, J. J. G., & De Croock, M. B. M. (1992) · Journal of Educational Computing Research · doi:10.2190/mjdx-9pp4-kfmt-09pm · Cited by 207 · see citing works
What do students learn while solving mathematics problems?
Owen, E., & Sweller, J. (1985) · Journal of Educational Psychology · doi:10.1037/0022-0663.77.3.272 · Cited by 206 · see citing works
The Cognitive Consequences of Programming Instruction in Classrooms
Linn, M. C. (1985) · Educational Researcher · doi:10.3102/0013189x014005014 · Cited by 197 · see citing works
Gray, W. D., & Orasanu, J. M. (1987) · Elsevier eBooks · doi:10.1016/b978-0-12-188950-0.50013-8 · Cited by 195 · see citing works
Degree of consistent training: Improvements in search performance and automatic process development
Schneider, W., & Fisk, A. D. (1982) · Perception & Psychophysics · doi:10.3758/bf03206216 · Cited by 194 · see citing works
Structural differences between outcomes produced by different instructional methods.
Mayer, R. E., & Greeno, J. G. (1972) · Journal of Educational Psychology · doi:10.1037/h0032654 · Cited by 190 · see citing works
Hestenes, D. (1979) · The Physics Teacher · doi:10.1119/1.2340360 · Cited by 186 · see citing works
Discrimination of operator schemata in problem solving: Learning from examples
Lewis, M. W., & Anderson, J. R. (1985) · Cognitive Psychology · doi:10.1016/0010-0285(85)90003-9 · Cited by 160 · see citing works
An approach to training based upon principled task decomposition
Frederiksen, J. R., & White, B. Y. (1989) · Acta Psychologica · doi:10.1016/0001-6918(89)90006-1 · Cited by 139 · see citing works
van Merriënboer, J. J. G., & PAAS, F. G. W. C. (1990) · Computers in Human Behavior · doi:10.1016/0747-5632(90)90023-a · Cited by 136 · see citing works
Self-citationThe training of complex task performance
Fabiani, M., Buckley, J., Gratton, G., COLES, M. G. H., Donchin, E., & Logie, R. H. (1989) · Acta Psychologica · doi:10.1016/0001-6918(89)90012-7 · Cited by 120 · see citing works
Task Analysis in Instructional Design: Some Cases from Mathematics
Resnick, L. Β. (1975) · Cited by 118 · see citing works
Use of analogy in a production system architecture
Anderson, J. R., & Thompson, R. W. (1989) · Cambridge University Press eBooks · doi:10.1017/cbo9780511529863.013 · Cited by 107 · see citing works
Linking cognitive learning theory to instructional prescriptions
Tennyson, R. D., & Rasch, M. (1988) · Instructional Science · doi:10.1007/bf00056222 · Cited by 102 · see citing works
van Merriënboer, J. J. G., & Krammer, H. P. M. (1987) · Instructional Science · doi:10.1007/bf00120253 · Cited by 92 · see citing works
Discovery Learning and Transfer of Problem-Solving Skills
McDaniel, M. A., & Schlager, M. S. (1990) · Cognition and Instruction · doi:10.1207/s1532690xci0702_3 · Cited by 90 · see citing works
The effects of type of knowledge upon human problem solving in a process control task
Morris, N. M., & Rouse, W. B. (1985) · IEEE Transactions on Systems Man and Cybernetics · doi:10.1109/tsmc.1985.6313453 · Cited by 88 · see citing works
Soloway, E. M. (1985) · Journal of Educational Computing Research · doi:10.2190/wk8c-bycf-vq5c-e307 · Cited by 86 · see citing works
A Keystroke Analysis of Learning and Transfer in Text Editing
Singley, M. K., & Anderson, J. R. (1987) · Human-Computer Interaction · doi:10.1207/s15327051hci0303_2 · Cited by 63 · see citing works
Meaningfulness and instruction: Relating what is being learned to what a student knows
Reigeluth, C. M. (1983) · Instructional Science · doi:10.1007/bf00051745 · Cited by 62 · see citing works
Transfer of Information: An Instructional Perspective
Brooks, L. W., & Dansereau, D. F. (1987) · Elsevier eBooks · doi:10.1016/b978-0-12-188950-0.50011-4 · Cited by 59 · see citing works
Mettes, C. T. C. W., Pilot, A., & Roossink, H. J. (1981) · Instructional Science · doi:10.1007/bf00162732 · Cited by 58 · see citing works
Myers, G. L., & Fisk, A. D. (1987) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1177/001872088702900302 · Cited by 57 · see citing works
Proctor, R. W., & Reeve, T. G. (1988) · Journal of Experimental Psychology General · doi:10.1037//0096-3445.117.2.182 · Cited by 55 · see citing works
Diagnosis of Plant Failures from a Control Panel: A Comparison of Three Training Methods
SHEFHERD, A., Marshall, E. C., Turner, A., & DUNCAN, K. D. (1977) · Ergonomics · doi:10.1080/00140137708931638 · Cited by 51 · see citing works
Transfer of Training: A Review of Research and Practical Implications
Annett, J., & Sparrow, J. (1985) · PLET Programmed Learning & Educational Technology · doi:10.1080/1355800850220203 · Cited by 39 · see citing works
Fisk, A. D., & Gallini, J. K. (1989) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1177/001872088903100408 · Cited by 39 · see citing works
Cognitive Modelling and Intelligent Tutoring
Anderson, J. R., Boyle, C. F., Corbett, A. T., & Lewis, M. W. (1986) · doi:10.21236/ada165981 · Cited by 37 · see citing works
Training for Fault Diagnosis in Industrial Process Plant
DUNCAN, K. D. (1981) · Springer eBooks · doi:10.1007/978-1-4615-9230-3_34 · Cited by 36 · see citing works
The ADAPT design model: towards instructional control of transfer
Jelsma, O., & van Merriënboer, J. J. G. (1990) · Instructional Science · doi:10.1007/bf00120698 · Cited by 33 · see citing works
Self-citationAkdeniz, C. (2016) · Springer eBooks · doi:10.1007/978-981-10-2519-8_2 · Cited by 32 · see citing works
(1989) · Cited by 30 · see citing works
The 'completion strategy' in programming instruction : theoretical and empirical support
van Merriënboer, J. J. G., & Krammer, H. P. M. (1990) · University of Twente Research Information · Cited by 28 · see citing works
Issues in the training of process operators
Shepherd, A. (1986) · International Journal of Industrial Ergonomics · doi:10.1016/0169-8141(86)90007-7 · Cited by 28 · see citing works
Initial Skill Learning: An Analysis of How Elaborations Facilitate the Three Components.
Charney, D., & Reder, L. M. (1986) · Defense Technical Information Center (DTIC) · Cited by 21 · see citing works
A formal description of users’ knowledge of how to operate a device and user complexity
Polson, P. G., & Kieras, D. E. (1984) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03202397 · Cited by 17 · see citing works
Process: program for research on operator control in an experimental simulated setting
Jelsma, O., & Bijlstra, J. P. (1990) · IEEE Transactions on Systems Man and Cybernetics · doi:10.1109/21.59985 · Cited by 13 · see citing works
Self-citationGropper, G. L. (2015) · Bibliothèque et Archives nationales du Québec (Québec government) · Cited by 8 · see citing works
Flagged first, then by citations
8 of the 82 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Kirschner, P. A., Sweller, J., & Clark, R. E. (2006) · Educational Psychologist · doi:10.1207/s15326985ep4102_1 · Cited by 6,887 · see citing works
Cognitive Architecture and Instructional Design
Sweller, J., van Merrienboer, J. J. G., & Paas, F. G. W. C. (1998) · Educational Psychology Review · doi:10.1023/a:1022193728205 · Cited by 6,023 · see citing works
Self-citationNine Ways to Reduce Cognitive Load in Multimedia Learning
Mayer, R. E., & Moreno, R. (2003) · Educational Psychologist · doi:10.1207/s15326985ep3801_6 · Cited by 4,207 · see citing works
Cognitive Architecture and Instructional Design: 20 Years Later
Sweller, J., van Merriënboer, J. J. G., & Paas, F. (2019) · Educational Psychology Review · doi:10.1007/s10648-019-09465-5 · Cited by 2,337 · see citing works
Self-citationCognitive Load Theory and Complex Learning: Recent Developments and Future Directions
van Merriënboer, J. J. G., & Sweller, J. (2005) · Educational Psychology Review · doi:10.1007/s10648-005-3951-0 · Cited by 2,206 · see citing works
Toward a design theory of problem solving
Jonassen, D. H. (2000) · Educational Technology Research and Development · doi:10.1007/bf02300500 · Cited by 2,114 · see citing works
First principles of instruction
Merrill, M. D. (2002) · Educational Technology Research and Development · doi:10.1007/bf02505024 · Cited by 2,092 · see citing works
Interactive Multimodal Learning Environments
Moreno, R., & Mayer, R. E. (2007) · Educational Psychology Review · doi:10.1007/s10648-007-9047-2 · Cited by 1,831 · see citing works
Mayer, R. E. (2003) · Learning and Instruction · doi:10.1016/s0959-4752(02)00016-6 · Cited by 1,337 · see citing works
Paas, F. G. W. C., & Van Merriënboer, J. J. G. (1994) · Journal of Educational Psychology · doi:10.1037/0022-0663.86.1.122 · Cited by 1,198 · see citing works
Self-citationInstructional control of cognitive load in the training of complex cognitive tasks
Paas, F. G. W. C., & Van Merriënboer, J. J. G. (1994) · Educational Psychology Review · doi:10.1007/bf02213420 · Cited by 968 · see citing works
Self-citationPaas, F. G. W. C., & Van Merriënboer, J. J. G. (1993) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1177/001872089303500412 · Cited by 921 · see citing works
Self-citationTaking the Load Off a Learner's Mind: Instructional Design for Complex Learning
van Merrienboer, J. J. G., Kirschner, P. A., & Kester, L. (2003) · Educational Psychologist · doi:10.1207/s15326985ep3801_2 · Cited by 857 · see citing works
A Reconsideration of Cognitive Load Theory
Schnotz, W., & Kürschner, C. (2007) · Educational Psychology Review · doi:10.1007/s10648-007-9053-4 · Cited by 755 · see citing works
Animation as an Aid to Multimedia Learning
Mayer, R. E., & Moreno, R. (2002) · Educational Psychology Review · doi:10.1023/a:1013184611077 · Cited by 749 · see citing works
Measurement of Cognitive Load in Instructional Research
Paas, F. G. W. C., van Merriënboer, J. J. G., & Adam, J. J. (1994) · Perceptual and Motor Skills · doi:10.2466/pms.1994.79.1.419 · Cited by 731 · see citing works
Self-citationTypes and qualities of knowledge
de Jong, T., & Ferguson‐Hessler, M. G. M. (1996) · Educational Psychologist · doi:10.1207/s15326985ep3102_2 · Cited by 727 · see citing works
Blueprints for complex learning: The 4C/ID-model
van Merriënboer, J. J. G., Clark, R. E., & de Croock, M. B. M. (2002) · Educational Technology Research and Development · doi:10.1007/bf02504993 · Cited by 708 · see citing works
Designing electronic collaborative learning environments
Kirschner, P. A., Strijbos, J.-W., Kreijns, K., & Beers, P. J. (2004) · Educational Technology Research and Development · doi:10.1007/bf02504675 · Cited by 501 · see citing works
Information problem solving by experts and novices: analysis of a complex cognitive skill
Brand‐Gruwel, S., Wopereis, I. G. J. H., & Vermetten, Y. (2004) · Computers in Human Behavior · doi:10.1016/j.chb.2004.10.005 · Cited by 413 · see citing works
Mayer, R. E., Dow, G. T., & Mayer, S. A. (2003) · Journal of Educational Psychology · doi:10.1037/0022-0663.95.4.806 · Cited by 412 · see citing works
Learning object design and sequencing theory
Wiley, D. A. (2000) · Cited by 352 · see citing works
How students evaluate information and sources when searching the World Wide Web for information
Walraven, A., Brand‐Gruwel, S., & Boshuizen, H. P. A. (2008) · Computers & Education · doi:10.1016/j.compedu.2008.08.003 · Cited by 304 · see citing works
How experts deal with novel situations: A review of adaptive expertise
Carbonell, K. B., Stalmeijer, R. E., Könings, K. D., Segers, M. S. R., & van Merriënboer, J. J. G. (2014) · Educational Research Review · doi:10.1016/j.edurev.2014.03.001 · Cited by 280 · see citing works
Schnotz, W., & Rasch, T. (2005) · Educational Technology Research and Development · doi:10.1007/bf02504797 · Cited by 273 · see citing works
DEVELOPMENTAL RESEARCH: STUDIES OF INSTRUCTIONAL DESIGN AND DEVELOPMENT
Richey, R. C., & Klein, J. D. (2003) · Cited by 261 · see citing works
How to Optimize Learning From Animated Models: A Review of Guidelines Based on Cognitive Load
Wouters, P., Paas, F., & van Merriënboer, J. J. G. (2008) · Review of Educational Research · doi:10.3102/0034654308320320 · Cited by 224 · see citing works
Self-citationInformation-problem solving: A review of problems students encounter and instructional solutions
Walraven, A., Brand‐Gruwel, S., & Boshuizen, H. P. A. (2007) · Computers in Human Behavior · doi:10.1016/j.chb.2007.01.030 · Cited by 218 · see citing works
Perspectives on problem solving and instruction
van Merriënboer, J. J. G. (2013) · Computers & Education · doi:10.1016/j.compedu.2012.11.025 · Cited by 187 · see citing works
An Integrative Theory of Motivation, Volition, and Performance
Keller, J. M. (2008) · Cited by 186 · see citing works
The worked example effect, the generation effect, and element interactivity.
Chen, O., Kalyuga, S., & Sweller, J. (2015) · Journal of Educational Psychology · doi:10.1037/edu0000018 · Cited by 167 · see citing works
van Merriënboer, J. J. G., & Kester, L. (2014) · Cambridge University Press eBooks · doi:10.1017/cbo9781139547369.007 · Cited by 159 · see citing works
van Merriënboer, J. J. G., & Sluijsmans, D. M. A. (2009) · Educational Psychology Review · doi:10.1007/s10648-008-9092-5 · Cited by 156 · see citing works
Dilemmas in Training for Transfer and Retention
Hesketh, B. L. (1997) · Applied Psychology · doi:10.1080/026999497378124 · Cited by 152 · see citing works
Corbalan, G., Kester, L., & van Merriënboer, J. J. G. (2008) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2008.02.003 · Cited by 146 · see citing works
Interactivity in Video-based Models
Wouters, P., Tabbers, H. K., & Paas, F. (2007) · Educational Psychology Review · doi:10.1007/s10648-007-9045-4 · Cited by 145 · see citing works
Self-citationIn pursuit of knowledge: Comparing self-explanations, concepts, and procedures as pedagogical tools
Matthews, P. G., & Rittle‐Johnson, B. (2008) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2008.08.004 · Cited by 121 · see citing works
Just-in-time information presentation and the acquisition of complex cognitive skills
Kester, L., Kirschner, P. A., van Merriënboer, J. J. G., & Baumer, A. (2001) · Computers in Human Behavior · doi:10.1016/s0747-5632(01)00011-5 · Cited by 119 · see citing works
Kirschner, P. A., Carr, C. S., van Merriënboer, J. J. G., & Sloep, P. (2008) · Performance Improvement Quarterly · doi:10.1111/j.1937-8327.2002.tb00267.x · Cited by 115 · see citing works
The dark side of technology: examining the impact of technology overload on salespeople
Delpechitre, D., Black, H. G., & Farrish, J. (2018) · Journal of Business and Industrial Marketing · doi:10.1108/jbim-03-2017-0057 · Cited by 114 · see citing works
A qualitative study of experts' conceptualizations of supervisee reflectivity.
Neufeldt, S. A., Karno, M. P., & Nelson, M. L. (1996) · Journal of Counseling Psychology · doi:10.1037/0022-0167.43.1.3 · Cited by 113 · see citing works
Yudkowsky, R., Otaki, J., Lowenstein, T., Riddle, J. M., Nishigori, H., & Bordage, G. (2009) · Medical Education · doi:10.1111/j.1365-2923.2009.03379.x · Cited by 112 · see citing works
Salden, R., PAAS, F. G. W. C., Broers, N. J., & van Merriënboer, J. J. G. (2004) · Instructional Science · doi:10.1023/b:truc.0000021814.03996.ff · Cited by 110 · see citing works
Self-citationCompetence - the essence and use of the concept in ICVT
Mulder, M. (2007) · Dialnet (Universidad de la Rioja) · Cited by 109 · see citing works
de Croock, M. B. M., van Merriënboer, J. J. G., & Paas, F. G. W. C. (1998) · Computers in Human Behavior · doi:10.1016/s0747-5632(98)00005-3 · Cited by 107 · see citing works
Self-citationDynamic task selection: Effects of feedback and learner control on efficiency and motivation
Corbalan, G., Kester, L., & van Merriënboer, J. J. G. (2008) · Learning and Instruction · doi:10.1016/j.learninstruc.2008.07.002 · Cited by 101 · see citing works
A conceptual framework for integrating peer assessment in teacher education
Sluijsmans, D. M. A., & Prins, F. J. (2006) · Studies In Educational Evaluation · doi:10.1016/j.stueduc.2006.01.005 · Cited by 95 · see citing works
Contemporary Learning Environments: Designing e-Learning for Education in the Professions
Segrave, S., & Holt, D. (2003) · Distance Education · doi:10.1080/01587910303044 · Cited by 92 · see citing works
Lim, J. H., Reiser, R. A., & Olina, Z. (2008) · Educational Technology Research and Development · doi:10.1007/s11423-007-9085-y · Cited by 85 · see citing works
Mental Models and Transfer of Learning in Computer Programming
Shih, Y.-F., & Alessi, S. M. (1993) · Journal of Research on Computing in Education · doi:10.1080/08886504.1993.10782084 · Cited by 80 · see citing works
Promoting Constructive Activities that Support Vicarious Learning During Computer-Based Instruction
Gholson, B., & Craig, S. D. (2006) · Educational Psychology Review · doi:10.1007/s10648-006-9006-3 · Cited by 80 · see citing works
van Merriënboer, J. J. G., & Kester, L. (2005) · Cambridge University Press eBooks · doi:10.1017/cbo9780511816819.006 · Cited by 80 · see citing works
Mulders, M., Buchner, J., & Kerres, M. (2022) · Technology Knowledge and Learning · doi:10.1007/s10758-022-09630-w · Cited by 73 · see citing works
Sweller, J. (2007) · UNSWorks (UNSW Sydney) · doi:10.4324/9780203880869.ch31 · Cited by 72 · see citing works
In the trainer's voice: A study of training transfer practices
Hutchins, H. M. (2009) · Performance Improvement Quarterly · doi:10.1002/piq.20046 · Cited by 71 · see citing works
Three worlds of instructional design: State of the art and future directions
van Merriënboer, J. J. G., & Kirschner, P. A. (2001) · Instructional Science · doi:10.1023/a:1011904127543 · Cited by 69 · see citing works
Mooij, T. (2005) · Computers in Human Behavior · doi:10.1016/j.chb.2005.07.004 · Cited by 67 · see citing works
Integrating Motivation and Instruction: Towards a Unified Approach in Educational Psychology
Martin, A. J. (2023) · Educational Psychology Review · doi:10.1007/s10648-023-09774-w · Cited by 65 · see citing works
Curry, T. M. (2014) · Design Studies · doi:10.1016/j.destud.2014.04.003 · Cited by 64 · see citing works
Developing Assessments to Determine Mastery of Programming Fundamentals
Luxton-Reilly, A., Becker, B. A., Cao, Y., McDermott, R., Mirolo, C., Mühling, A., Petersen, A., Sanders, K., Simon, & Whalley, J. L. (2018) · doi:10.1145/3174781.3174784 · Cited by 62 · see citing works
Whole-Task Models in Education
van Merriënboer, J. J. G., & Kester, L. (2007) · doi:10.4324/9780203880869.ch35 · Cited by 62 · see citing works
Lee, J., & Jang, S. (2014) · Educational Technology Research and Development · doi:10.1007/s11423-014-9352-7 · Cited by 60 · see citing works
Kruit, P., Oostdam, R., van den Berg, E., & Schuitema, J. A. (2018) · International Journal of Science Education · doi:10.1080/09500693.2018.1428777 · Cited by 58 · see citing works
Four-component instructional design (4C/ID) model: a meta-analysis on use and effect
Costa, J. M., Miranda, G. L., & Melo, M. (2021) · Learning Environments Research · doi:10.1007/s10984-021-09373-y · Cited by 57 · see citing works
Web-enhanced higher education: a tower of Babel
Kirschner, P. A., & PAAS, F. G. W. C. (2001) · Computers in Human Behavior · doi:10.1016/s0747-5632(01)00009-7 · Cited by 57 · see citing works
Self-citationFabio, R. A., & Antonietti, A. (2012) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2012.04.018 · Cited by 55 · see citing works
Applying cognitive strategies to instructional design
Clark, R. C. (2002) · Performance Improvement Journal · doi:10.1002/pfi.4140410704 · Cited by 53 · see citing works
Mihalca, L., Mengelkamp, C., & Schnotz, W. (2017) · Metacognition and Learning · doi:10.1007/s11409-017-9173-2 · Cited by 52 · see citing works
Weiss, I., Kramarski, B., & Talis, S. (2006) · Educational Media International · doi:10.1080/09523980500490513 · Cited by 51 · see citing works
Exploring teachers' instructional design practices from a systems design perspective
Hoogveld, A. W. M., PAAS, F. G. W. C., Jochems, W. M. G., & van Merriënboer, J. J. G. (2002) · Instructional Science · doi:10.1023/a:1016081812908 · Cited by 51 · see citing works
Self-citationHEIJDEN, B. I. J. M. V. D. (2002) · International Journal of Training and Development · doi:10.1111/1468-2419.00150 · Cited by 51 · see citing works
Research Paradigms and Perspectives on Learning
van Merriënboer, J. J. G., & de Bruin, A. B. H. (2013) · Springer eBooks · doi:10.1007/978-1-4614-3185-5_2 · Cited by 50 · see citing works
Frèrejean, J., van Merriënboer, J. J. G., Condron, C. M., Strauch, U., & Eppich, W. (2023) · Advances in Simulation · doi:10.1186/s41077-023-00242-7 · Cited by 49 · see citing works
The Design of Competency-Based Performance Assessment in E-Learning
Sluijsmans, D. M. A., Prins, F. J., & Martens, R. L. (2006) · Learning Environments Research · doi:10.1007/s10984-005-9003-3 · Cited by 49 · see citing works
Fastré, G., van der Klink, M. R., & van Merriënboer, J. J. G. (2010) · Advances in Health Sciences Education · doi:10.1007/s10459-009-9215-x · Cited by 47 · see citing works
Social Annotation and an Inclusive Praxis for Open Pedagogy in the College Classroom
Brown, M., & Croft, B. (2020) · Journal of Interactive Media in Education · doi:10.5334/jime.561 · Cited by 47 · see citing works
Towards an integrated model for developing sustainable assessment skills
Fastré, G., van der Klink, M. R., Sluijsmans, D. M. A., & van Merriënboer, J. J. G. (2012) · Assessment & Evaluation in Higher Education · doi:10.1080/02602938.2012.674484 · Cited by 46 · see citing works
Effectiveness of cognitive-load based adaptive instruction in genetics education
Mihalca, L., Salden, R., Corbalan, G., PAAS, F. G. W. C., & Miclea, M. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.05.027 · Cited by 45 · see citing works
Self-citationMedia and learning: Are there two kinds of truth?
Ullmer, E. J. (1994) · Educational Technology Research and Development · doi:10.1007/bf02298168 · Cited by 43 · see citing works
What is task-centered learning?
Francom, G. M., & Gardner, J. (2014) · TechTrends · doi:10.1007/s11528-014-0784-z · Cited by 42 · see citing works
Competency-based Education 101
Ford, R., & Meyer, R. E. (2015) · Procedia Manufacturing · doi:10.1016/j.promfg.2015.07.325 · Cited by 41 · see citing works
Game over for Tetris as a platform for cognitive skill training
Pilegard, C., & Mayer, R. E. (2018) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2018.04.003 · Cited by 39 · see citing works
Sluijsmans, D. M. A., Straetmans, G., & van Merriënboer, J. J. G. (2008) · Journal of Vocational Education and Training · doi:10.1080/13636820802042438 · Cited by 38 · see citing works
Wouters, P., Paas, F., & van Merriënboer, J. J. G. (2010) · Instructional Science · doi:10.1007/s11251-008-9079-0 · Cited by 37 · see citing works
Self-citationSpecifying Rewrite Strategies for Interactive Exercises
Heeren, B. J., Jeuring, J. T., & Gerdes, A. (2010) · Mathematics in Computer Science · doi:10.1007/s11786-010-0027-4 · Cited by 37 · see citing works
The Effects of Lecture Diversity on Germane Load
Costley, J., & Lange, C. H. (2017) · The International Review of Research in Open and Distributed Learning · doi:10.19173/irrodl.v18i2.2860 · Cited by 37 · see citing works
Towards a New Generation of Multimedia Learning Research.
Samaras, H., Giouvanakis, T., Bousiou, D., & Tarabanis, K. A. (2006) · Cited by 37 · see citing works
Feedback Model to Support Designers of Blended Learning Courses
Hummel, H. G. K. (2006) · The International Review of Research in Open and Distributed Learning · doi:10.19173/irrodl.v7i3.379 · Cited by 37 · see citing works
Hoogveld, A. W. M., PAAS, F. G. W. C., Jochems, W. M. G., & van Merriënboer, J. J. G. (2001) · Computers in Human Behavior · doi:10.1016/s0747-5632(01)00013-9 · Cited by 37 · see citing works
Self-citationA Design Framework for Reflective Play
Miller, J. A., Gandhi, K., Whitby, M. A., Kosa, M., Cooper, S., Mekler, E. D., & Iacovides, I. (2024) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3613904.3642455 · Cited by 36 · see citing works
Fostering transfer of websearchers’ evaluation skills: A field test of two transfer theories
Walraven, A., Brand‐Gruwel, S., & Boshuizen, H. P. A. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.01.008 · Cited by 34 · see citing works
Instructional Design Models for Digital Learning in Higher Education — A Scoping Review
Senadheera, V. V., Ediriweera, D. S., & Rupasinghe, T. P. (2024) · Journal of Learning for Development · doi:10.56059/jl4d.v11i1.973 · Cited by 31 · see citing works
Gonnermann-Müller, J., & Krüger, J. M. (2024) · Journal of Computer Assisted Learning · doi:10.1111/jcal.13095 · Cited by 31 · see citing works
The design and implementation of learning paths in a learning management system
Smet, C. D., Schellens, T., Wever, B. D., Brandt‐Pomares, P., & Valcke, M. (2014) · Interactive Learning Environments · doi:10.1080/10494820.2014.951059 · Cited by 31 · see citing works
The differential effects of task complexity on domain-specific and peer assessment skills
van Zundert, M. J., Sluijsmans, D. M. A., Könings, K. D., & van Merriënboer, J. J. G. (2011) · Educational Psychology · doi:10.1080/01443410.2011.626122 · Cited by 31 · see citing works
Effects of Peer Mediated Instruction with Task Cards on Motor Skill Acquisition in Tennis
Iserbyt, P., Madou, B., Vergauwen, L., & Behets, D. (2011) · Journal of Teaching in Physical Education · doi:10.1123/jtpe.30.1.31 · Cited by 31 · see citing works
Achtenhagen, F. (2007) · VS Verlag für Sozialwissenschaften eBooks · doi:10.1007/978-3-531-90622-5_37 · Cited by 31 · see citing works
Mavilidi, M. F., & Zhong, L. (2019) · Educational Psychology Review · doi:10.1007/s10648-019-09463-7 · Cited by 30 · see citing works
Vocational Training in Virtual Reality: A Case Study Using the 4C/ID Model
Mulders, M. (2022) · Multimodal Technologies and Interaction · doi:10.3390/mti6070049 · Cited by 30 · see citing works
Riemer, V., & Schrader, C. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.06.057 · Cited by 30 · see citing works
- Authors
- van Merriënboer, J. J. G., Jelsma, O., & Paas, F. G. W. C.
- Affiliations
- University of Twente (NL)
- ORCID
- Paas, Fred G. W. C.
- Venue
- Educational Technology Research and Development
- Published
- 1992-06
- Volume
- 40
- Issue
- 2
- Pages
- 23-43
- ISSN
- 1042-1629 (ISSN-L)
- 1556-6501
- OpenAlex
- W1967181315
- Cited by
- 265
- References
- 82
- Citations by year
- 2026: 2 · 2025: 9 · 2024: 9 · 2023: 10 · 2022: 8 · 2021: 7 · 2020: 3 · 2019: 9 · 2018: 12 · 2017: 6 · 2016: 7 · 2015: 5 · 2014: 16 · 2013: 10 · 2012: 10
- FWCI
- 8.21
- Type
- journal article
- Language
- en
- Open access
- green
- research.utwente.nl
- Licence
- other-oa
- www.springer.com/tdm (tdm)
- Locations
- Educational Technology Research and Development (publishedVersion)
- University of Twente Research Information (submittedVersion, other-oa)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Visual and Cognitive Learning Processes
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Social Sciences › Human Factors and Ergonomics › Innovative Education and Learning Practices
- Keywords
- instructional design model, skill decomposition, schema acquisition, practice design, data presentation, transfer of training, process industry
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review