Why Minimally Guided Teaching Techniques Do Not Work: A Reply to Commentaries
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In this reply to commentaries on the Kirschner, Sweller, and Clark (2006) Clark, R. C., Nguyen, F. and Sweller, J. 2006. Efficiency in learning: Evidence-based guidelines to manage cognitive load, San Francisco: Pfeiffer. [Google Scholar] paper, we not only reemphasize the importance of randomized, controlled experimental tests of competing instructional procedures, but also indicate that altering one variable at a time is an essential feature of a properly controlled experiment. Furthermore, we also emphasize that variable must be relevant to the issue at hand with its effects explainable by our knowledge of human cognitive architecture. We reject the view that the presentation of relevant information should be reduced in favor of teaching learners how to find information. Lastly, we indicate that we believe a new educational psychology has been developed that has the potential to rapidly change our field.
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Le développement des connaissances secondaires nécessite plutôt un enseignement direct et explicite, notamment en raison des limites de la mémoire de travail et du phénomène de surcharge cognitive.
“Le développement des connaissances secondaires nécessite plutôt un enseignement direct et explicite (Sweller et al., 2007), et ce, notamment en raison des limites de la mémoire de travail et du phénomène de surcharge cognitive”
From Enseignement explicite et développement decompétences : antinomie ou nécessité? (2020) · cites this paper as Sweller et al., 2007
Domain-specific, biologically secondary skills need to be explicitly taught and actively learned.
“These domain-specific, biologically secondary skills need to be explicitly taught (Kirschner et al. 2006; Sweller et al. 2007) and actively learned.”
From Cognitive Architecture and Instructional Design: 20 Years Later (2019) · cites this paper as Sweller et al. 2007
Pour Sweller, Kirschner et Clark (2007), la psychologie de l'éducation est dominée depuis des décennies par la conviction selon laquelle un enseignement structuré et systématique donnerait des résultats inférieurs aux différentes formes d'apprentissage par la découverte.
“Pour Sweller, Kirschner et Clark (2007), la psychologie de l'éducation est dominée depuis des décennies par la conviction selon laquelle un enseignement structuré et systématique donnerait des résultats inférieurs aux différentes formes d'apprentissage par la découverte.”
From Enseignement explicite et développement decompétences : antinomie ou nécessité? (2020) · cites this paper as Sweller, Kirschner et Clark (2007)
La plupart des apprentissages réalisés en dehors de l'école se réalisent naturellement, au gré des hasards, par la découverte.
“cette idée est à la fois attirante et plausible au regard du fait que la plupart des apprentissages réalisés en dehors de l'école se réalisent naturellement, au gré des hasards, par la découverte.”
From Enseignement explicite et développement decompétences : antinomie ou nécessité? (2020) · cites this paper as Sweller, Kirschner et Clark (2007)
Sweller et al. (2007) précisent qu'on ne peut pas présumer que les situations de découvertes non guidées, qui fonctionnent pour les apprentissages primaires, vont fonctionner également pour les apprentissages secondaires.
“Par contre, ces auteurs précisent qu'on ne peut pas présumer que les situations de découvertes non guidées, qui fonctionnent pour les apprentissages primaires, vont fonctionner également pour les apprentissages secondaires.”
From Enseignement explicite et développement decompétences : antinomie ou nécessité? (2020) · cites this paper as Sweller et al. (2007)
Sweller et al. (2007) affirment qu'il n'existe aucune raison théorique ni preuve empirique pour supporter la notion selon laquelle les procédures d'enseignement constructivistes basées sur la manière dont les humains acquièrent des connaissances primaires seront efficaces pour acquérir des connaissances secondaires.
“il n'existe aucune raison théorique, ni aucune preuve empirique pour supporter la notion selon laquelle les procédures d'enseignement constructivistes basées sur la manière selon laquelle les humains acquièrent des connaissances primaires seront efficaces pour acquérir des connaissances secondaires”
From Enseignement explicite et développement decompétences : antinomie ou nécessité? (2020) · cites this paper as Sweller et al. (2007)
Cites
Kirschner, P. A., Sweller, J., & Clark, R. E. (2006) · Educational Psychologist · doi:10.1207/s15326985ep4102_1 · Cited by 6,887 · cited 8× · see citing works
“A case study of that need is provided by the responses to Kirschner, Sweller, and Clark (2006).”
BackgroundMethodResultInfluentialSelf-citationReconsidering Research on Learning from Media
Clark, R. E. (1983) · Review of Educational Research · doi:10.3102/00346543053004445 · Cited by 2,715 · see citing works
Self-citationHMELO-SILVER, C. E., DUNCAN, R. G., & CHINN, C. A. (2007) · Educational Psychologist · doi:10.1080/00461520701263368 · Cited by 2,641 · cited 19× · see citing works
“Hmelo-Silver et al. (2007) claim that this result provides evidence for an IL approach (see p. 103).”
BackgroundMethodResultInfluentialFirst principles of instruction
Merrill, M. D. (2002) · Educational Technology Research and Development · doi:10.1007/bf02505024 · Cited by 2,092 · see citing works
Schwartz, D. L., & Bransford, J. D. (1998) · Cognition and Instruction · doi:10.1207/s1532690xci1604_4 · Cited by 1,037 · see citing works
Taking 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
Self-citationEfficiency in learning: Evidence-based guidelines to manage cognitive load
Clark, R. C., Nguyen, F., Sweller, J., & Baddeley, M. (2006) · Performance Improvement · doi:10.1002/pfi.4930450920 · Cited by 820 · see citing works
Self-citationFoundations of problem‐based learning: some explanatory notes
Schmidt, H. G. (1993) · Medical Education · doi:10.1111/j.1365-2923.1993.tb00296.x · Cited by 765 · see citing works
The origin of mind: Evolution of brain, cognition, and general intelligence.
Geary, D. C. (2005) · doi:10.1037/10871-000 · Cited by 551 · see citing works
SCHMIDT, H. G., LOYENS, S. M. M., VAN GOG, T., & PAAS, F. (2007) · Educational Psychologist · doi:10.1080/00461520701263350 · Cited by 382 · see citing works
Natural Information Processing Systems
Sweller, J., & Sweller, S. (2006) · Evolutionary Psychology · doi:10.1177/147470490600400135 · Cited by 279 · see citing works
Self-citationThe Origin of Mind: Evolution of Brain, Cognition, and General Intelligence
Ross, D. A., & Martín, A. (2006) · American Journal of Psychiatry · doi:10.1176/ajp.2006.163.9.1652 · Cited by 264 · see citing works
van Merriënboer, J. J. G. (2007) · Routledge eBooks · doi:10.4324/9781410618054 · Cited by 255 · see citing works
Optimising worked example instruction: Different ways to increase germane cognitive load
Paas, F., & van Gog, T. (2006) · Learning and Instruction · doi:10.1016/j.learninstruc.2006.02.004 · Cited by 252 · see citing works
Learning Science and the Science of Learning
Novak, J. D. (1988) · Studies in Science Education · doi:10.1080/03057268808559949 · Cited by 249 · see citing works
Cognition and Technology Group at Vanderbilt (1992) · Educational Psychologist · doi:10.1207/s15326985ep2703_3 · Cited by 241 · see citing works
Is Direct Instruction an Answer to the Right Question?
Kuhn, D. (2007) · Educational Psychologist · doi:10.1080/00461520701263376 · Cited by 217 · see citing works
Schmidt, H. G., de Volder, M. L., de Grave, W. S., Moust, J. H. C., & Patel, V. L. (1989) · Journal of Educational Psychology · doi:10.1037/0022-0663.81.4.610 · Cited by 212 · see citing works
Educating the evolved mind : conceptual foundations for an evolutionary educational psychology
Carlson, J. S., & Levin, J. R. (2007) · Cited by 202 · see citing works
Learning from media : arguments, analysis, and evidence
Clark, R. E. (2001) · Cited by 189 · see citing works
Self-citationEpistemology, practical work and Academic skills in science education
Kirschner, P. A. (1992) · Science and Education · doi:10.1007/bf00430277 · Cited by 165 · see citing works
Self-citationPrinciples of evolutionary educational psychology
Geary, D. C. (2002) · Learning and Individual Differences · doi:10.1016/s1041-6080(02)00046-8 · Cited by 163 · see citing works
Lynch, S., Kuipers, J., Pyke, C., & Szesze, M. (2005) · Journal of Research in Science Teaching · doi:10.1002/tea.20080 · Cited by 150 · see citing works
"What's Supposed to Happen, Sir?": Some Problems with Discovery Learning.
Wellington, J. (1981) · School science review · Cited by 53 · see citing works
Applications of Cognitive Psychology
Berger, D. E., Pezdek, K., & Banks, W. P. (2013) · Routledge eBooks · doi:10.4324/9780203056745 · Cited by 42 · see citing works
An Introduction to the Philosophy of Science
Barker, A. (1969) · Philosophical Studies · doi:10.5840/philstudies196918010 · Cited by 32 · see citing works
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Cited by
Sorted by citations
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-citationFacebook and academic performance
Kirschner, P. A., & Karpinski, A. C. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.03.024 · Cited by 1,578 · see citing works
Self-citationDoes discovery-based instruction enhance learning?
Alfieri, L., Brooks, P. J., Aldrich, N. J., & Tenenbaum, H. R. (2011) · Journal of Educational Psychology · doi:10.1037/a0021017 · Cited by 1,338 · see citing works
“It might also reduce the cognitive demands of discovery learning tasks and make such methods more easily employed (a concern raised by Kirschner et al., 2006; Sweller, Kirschner, & Clark, 2007 ).”
MethodCognitive load theory and educational technology
Sweller, J. (2020) · Educational Technology Research and Development · doi:10.1007/s11423-019-09701-3 · Cited by 911 · see citing works
Self-citationDesigning for Productive Failure
Kapur, M., & Bielaczyc, K. (2012) · Journal of the Learning Sciences · doi:10.1080/10508406.2011.591717 · Cited by 674 · see citing works
A Cognitive Load Approach to Collaborative Learning: United Brains for Complex Tasks
Kirschner, F., Paas, F., & Kirschner, P. A. (2009) · Educational Psychology Review · doi:10.1007/s10648-008-9095-2 · Cited by 547 · see citing works
Self-citationKarpinski, A. C., Kirschner, P. A., Ozer, I., Mellott, J. A., & Ochwo, P. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2012.10.011 · Cited by 352 · see citing works
Self-citationWittwer, J., & Renkl, A. (2008) · Educational Psychologist · doi:10.1080/00461520701756420 · Cited by 277 · see citing works
Chen, O., Castro-Alonso, J. C., Paas, F., & Sweller, J. (2018) · Educational Psychology Review · doi:10.1007/s10648-017-9426-2 · Cited by 239 · see citing works
Self-citationCognitive Load Theory: Historical Development and Relation to Other Theories
Moreno, R., & Park, B. (2010) · Cognitive Load Theory · doi:10.1017/cbo9780511844744.003 · Cited by 204 · see citing works
Using cognitive theory to facilitate medical education
Qiao, Y. Q., Shen, J., Liang, X., Ding, S., Chen, F. Y., Shao, L., Zheng, Q., & Ran, Z. H. (2014) · BMC Medical Education · doi:10.1186/1472-6920-14-79 · Cited by 111 · see citing works
The Role of Robotics Teams’ Collaboration Quality on Team Performance in a Robotics Tournament
Menekse, M., Higashi, R., Schunn, C. D., & Baehr, E. (2017) · Journal of Engineering Education · doi:10.1002/jee.20178 · Cited by 80 · see citing works
Cognitive Load Theory, Resource Depletion and the Delayed Testing Effect
Leahy, W., & Sweller, J. (2019) · Educational Psychology Review · doi:10.1007/s10648-019-09476-2 · Cited by 59 · see citing works
Self-citationShould self-regulated learning be integrated with cognitive load theory? A commentary
Sweller, J., & Paas, F. (2017) · Learning and Instruction · doi:10.1016/j.learninstruc.2017.05.005 · Cited by 54 · see citing works
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Hsu, C.-Y., Kalyuga, S., & Sweller, J. (2015) · Archives of Scientific Psychology · doi:10.1037/arc0000012 · Cited by 44 · see citing works
Self-citationStudents as Designers of Augmented Reality: Impact on Learning and Motivation in Computer Science
Buchner, J., & Kerres, M. (2021) · Multimodal Technologies and Interaction · doi:10.3390/mti5080041 · Cited by 23 · see citing works
Glogger-Frey, I., Treier, A.-K., & Renkl, A. (2022) · Instructional Science · doi:10.1007/s11251-022-09577-6 · Cited by 19 · see citing works
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Bocquillon, M., Gauthier, C., Bissonnette, S., & Derobertmasure, A. (2020) · Formation et profession · doi:10.18162/fp.2020.513 · Cited by 15 · see citing works
Meir, E., Pope, D., Abraham, J. K., Kim, K. J., Maruca, S., & Palacio, J. (2024) · CBE—Life Sciences Education · doi:10.1187/cbe.22-08-0158 · Cited by 10 · see citing works
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Fincher, S. A., Tenenberg, J., Dorn, B., Hundhausen, C., McCartney, R., & Murphy, L. (2019) · The Cambridge Handbook of Computing Education Research · doi:10.1017/9781108654555.003 · Cited by 7 · see citing works
- Authors
- SWELLER, J., KIRSCHNER, P. A., & CLARK, R. E.
- Affiliations
- UNSW Sydney (AU)
- Utrecht University (NL)
- University of Southern California (US)
- Venue
- Educational Psychologist
- Publisher
- Informa UK Limited
- Published
- 2007-04-26
- Volume
- 42
- Issue
- 2
- Pages
- 115-121
- ISSN
- 0046-1520 (ISSN-L)
- 1532-6985
- OpenAlex
- W2067983851
- Cited by
- 434
- References
- 26
- Citations by year
- 2026: 13 · 2025: 23 · 2024: 19 · 2023: 25 · 2022: 39 · 2021: 23 · 2020: 37 · 2019: 60 · 2018: 16 · 2017: 33 · 2016: 21 · 2015: 22 · 2014: 23 · 2013: 17 · 2012: 11
- Type
- journal article
- Language
- en
- Open access
- green
- handle.unsw.edu.au
- Licence
- cc-by-nc-nd
- Locations
- Educational Psychologist (publishedVersion)
- UNSWorks (UNSW Sydney) (submittedVersion, cc-by-nc-nd)
- UNSWorks (University of New South Wales, Sydney, Australia) (submittedVersion, cc-by-nc-nd)
- 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 › Psychology › Developmental and Educational Psychology › Educational Strategies and Epistemologies
- Keywords
- cognitive load, instructional design, randomized controlled trials, variable control, human cognitive architecture, data presentation, educational psychology
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