The DOI matches its Crossref record; 55 of the 55 references it cites were found in a registry or an index.
Guidance during mathematical problem solving.
Open accessAbstract
Experiments using circle geometry problems were carried out to investigate the consequences of presenting various forms of guidance to problem solvers.As had been suggested from previous research, having students study worked examples, under many circumstances, resulted in superior learning compared to active problem solving.It has been hypothesized that the guidance provided by worked examples directs attention appropriately and reduces cognitive load compared to that imposed by a means-ends strategy used by most novice problem solvers.Guidance in turn, may assist solvers in acquiring problem solving schemas.
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“The split-attention effect stems from research on worked examples and was first reported by Tarmizi and Sweller (1988).”
From Cognitive Architecture and Instructional Design: 20 Years Later (2019) · cites this paper as Tarmizi and Sweller (1988)
In the citing paper
“This split-attention effect can be prevented by physically integrating the diagram and the solution statements, making mental integration superfluous and reinstating the positive effects of worked examples.”
From Cognitive Architecture and Instructional Design: 20 Years Later (2019) · cites this paper as Tarmizi and Sweller (1988)
In the citing paper
“Second, the design of high-quality worked examples is challenging, particularly if these require integration of multiple information sources, which could lead to a higher extraneous cognitive load (Sweller et al., 1990, 1998; Tarmizi & Sweller, 1988; Ward & Sweller, 1990).”
From Does difficulty moderate learning? A comparative analysis of the desirable difficulties framework and cognitive load theory (2025) · cites this paper as Tarmizi & Sweller, 1988
In the citing paper
“First, it is not obtainable when the worked examples are themselves structured in a manner that imposes a heavy cognitive load.”
From Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching (2006) · cites this paper as Tarmizi & Sweller, 1988
Citations
Cites
The magical number seven, plus or minus two: Some limits on our capacity for processing information.
Miller, G. A. (1994) · Psychological Review · doi:10.1037/0033-295x.101.2.343 · Cited by 17,563
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
Self-citationEricsson (1993) · doi:10.1037/0033-295x.87.3.215 · Cited by 4,539
Chase, W. G., & Simon, H. A. (1973) · Cognitive Psychology · doi:10.1016/0010-0285(73)90004-2 · Cited by 4,479
Cognitive Skills and Their Acquisition
Anderson, J. R. (2013) · Psychology Press eBooks · doi:10.4324/9780203728178 · Cited by 2,929
Gick, M. L., & Holyoak, K. J. (1980) · Cognitive Psychology · doi:10.1016/0010-0285(80)90013-4 · Cited by 2,552
Expert and Novice Performance in Solving Physics Problems
Larkin, J., McDermott, J. P., Simon, D. P., & Simon, H. A. (1980) · Science · doi:10.1126/science.208.4450.1335 · Cited by 2,112
Kintsch, W. (1977) · Medical Entomology and Zoology · Cited by 2,051
Advances in the Psychology of Human Intelligence
Sternberg, R. J. (2014) · Psychology Press eBooks · doi:10.4324/9781315808246 · Cited by 1,771
Michelene, T. H., Glaser, R. A., & Rees, E. T. (1981) · Defense Technical Information Center (DTIC) · Cited by 1,529
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Kirschner, P. A., Sweller, J., & Clark, R. E. (2006) · Educational Psychologist · doi:10.1207/s15326985ep4102_1 · Cited by 7,776
Self-citationCognitive 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
Self-citationCognitive load theory, learning difficulty, and instructional design
Sweller, J. (1994) · Learning and Instruction · doi:10.1016/0959-4752(94)90003-5 · Cited by 3,801
Self-citationCognitive Load Theory and the Format of Instruction
Chandler, P., & Sweller, J. (1991) · Cognition and Instruction · doi:10.1207/s1532690xci0804_2 · Cited by 2,894
Self-citationCognitive 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
Self-citationPaas, F. G. W. C. (1992) · Journal of Educational Psychology · doi:10.1037/0022-0663.84.4.429 · Cited by 2,150
Kalyuga, S., Ayres, P., Chandler, P., & Sweller, J. (2003) · Educational Psychologist · doi:10.1207/s15326985ep3801_4 · Cited by 1,927
Self-citationWhy Some Material Is Difficult to Learn
Sweller, J., & Chandler, P. (1994) · Cognition and Instruction · doi:10.1207/s1532690xci1203_1 · Cited by 1,455
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
Mayer, R. E., & Moreno, R. (1998) · Journal of Educational Psychology · doi:10.1037/0022-0663.90.2.312 · Cited by 1,315
Expertise Reversal Effect and Its Implications for Learner-Tailored Instruction
Kalyuga, S. (2007) · Educational Psychology Review · doi:10.1007/s10648-007-9054-3 · Cited by 1,056
“Physically integrated or embedded formats were demonstrated to be an effective alternative to “split-source” instructions (split-attention effect; e.g., Mayer and Gallini 1990; Sweller et al. 1990; Tarmizi and Sweller 1988 ).”
BackgroundReducing cognitive load by mixing auditory and visual presentation modes.
Mousavi, S. Y., Low, R., & Sweller, J. (1995) · Journal of Educational Psychology · doi:10.1037/0022-0663.87.2.319 · Cited by 995
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
Cognitive load theory and educational technology
Sweller, J. (2020) · Educational Technology Research and Development · doi:10.1007/s11423-019-09701-3 · Cited by 911
Self-citationKoedinger, K. R., Corbett, A. T., & Perfetti, C. (2012) · Cognitive Science · doi:10.1111/j.1551-6709.2012.01245.x · Cited by 772
THE SPLIT‐ATTENTION EFFECT AS A FACTOR IN THE DESIGN OF INSTRUCTION
CHANDLER, P., & SWELLER, J. (1992) · British Journal of Educational Psychology · doi:10.1111/j.2044-8279.1992.tb01017.x · Cited by 767
Self-citationMeasurement 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
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
Self-citationEvidence for Cognitive Load Theory
Sweller, J., & Chandler, P. (1991) · Cognition and Instruction · doi:10.1207/s1532690xci0804_5 · Cited by 543
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Kalyuga, S., Chandler, P., Tuovinen, J., & Sweller, J. (2001) · Journal of Educational Psychology · doi:10.1037/0022-0663.93.3.579 · Cited by 548
Self-citationEvolution of human cognitive architecture
Sweller, J. (2003) · Psychology of Learning and Motivation · doi:10.1016/s0079-7421(03)01015-6 · Cited by 511
Self-citationToward an Instructionally Oriented Theory of Example‐Based Learning
Renkl, A. (2014) · Cognitive Science · doi:10.1111/cogs.12086 · Cited by 509
Multimedia instructions and cognitive load theory: Effects of modality and cueing
Tabbers, H. K., Martens, R. L., & Van Merriënboer, J. J. G. (2004) · British Journal of Educational Psychology · doi:10.1348/000709904322848824 · Cited by 478
Sweller, J. (2004) · Instructional Science · doi:10.1023/b:truc.0000021808.72598.4d · Cited by 470
Self-citationCierniak, G., Scheiter, K., & Gerjets, P. (2009) · Computers in Human Behavior · doi:10.1016/j.chb.2008.12.020 · Cited by 412
Integrating information: A meta-analysis of the spatial contiguity and temporal contiguity effects
Ginns, P. (2006) · Learning and Instruction · doi:10.1016/j.learninstruc.2006.10.001 · Cited by 403
Learning from Worked-Out Examples: The Effects of Example Variability and Elicited Self-Explanations
Renkl, A., Stark, R., Gruber, H., & Mandl, H. (1998) · Contemporary Educational Psychology · doi:10.1006/ceps.1997.0959 · Cited by 374
The Role of Visual Indicators in Dual Sensory Mode Instruction
Jeung, H., Chandler, P., & Sweller, J. (1997) · Educational Psychology · doi:10.1080/0144341970170307 · Cited by 295
Self-citationvan Merriënboer, J. J. G., Jelsma, O., & Paas, F. G. W. C. (1992) · Educational Technology Research and Development · doi:10.1007/bf02297047 · Cited by 265
Marcus, N., Cooper, M., & Sweller, J. (1996) · Journal of Educational Psychology · doi:10.1037/0022-0663.88.1.49 · Cited by 244
Self-citationClarke, T., Ayres, P., & Sweller, J. (2005) · Educational Technology Research and Development · doi:10.1007/bf02504794 · Cited by 227
“Researchers have overcome this impediment to learning by devising strategies that physically integrate the two sources, thus eliminating split attention (see Tarmizi & Sweller, 1988 ).”
BackgroundSelf-citationHow 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
Sweller, J. (2023) · Educational Psychology Review · doi:10.1007/s10648-023-09817-2 · Cited by 220
Self-citationCastro-Alonso, J. C., de Koning, B. B., Fiorella, L., & Paas, F. (2021) · Educational Psychology Review · doi:10.1007/s10648-021-09606-9 · Cited by 278
Cognitive 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
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
Self-citationEysink, T. H. S., de Jong, T., Berthold, K., Kolloffel, B., Opfermann, M., & Wouters, P. (2009) · American Educational Research Journal · doi:10.3102/0002831209340235 · Cited by 158
External and mental referencing of multiple representations
Bodemer, D., & Faust, U. (2006) · Computers in Human Behavior · doi:10.1016/j.chb.2005.01.005 · Cited by 114
The expertise reversal effect: cognitive load and motivational explanations
Rey, G. D., & Buchwald, F. (2011) · Journal of Experimental Psychology: Applied · doi:10.1037/a0022243 · Cited by 105
Managing One's Own Cognitive Load when Evidence of Split Attention is Present
Roodenrys, K., Agostinho, S., Roodenrys, S., & Chandler, P. (2012) · Applied Cognitive Psychology · doi:10.1002/acp.2889 · Cited by 70
Pillay, H. K. (1994) · Instructional Science · doi:10.1007/bf00892159 · Cited by 52
Kablan, Z., & Erden, M. (2008) · Computers & Education · doi:10.1016/j.compedu.2007.07.002 · Cited by 51
Two types of redundancy in multimedia learning: a literature review
Trypke, M., Stebner, F., & Wirth, J. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1148035 · Cited by 40
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Ayres, P., & Sweller, J. (2021) · The Cambridge Handbook of Multimedia Learning · doi:10.1017/9781108894333.020 · Cited by 18
Self-citationPyke, W., Lunau, J., & Javadi, A.-H. (2025) · Quarterly Journal of Experimental Psychology · doi:10.1177/17470218241308143 · Cited by 15
“Second, the design of high-quality worked examples is challenging, particularly if these require integration of multiple information sources, which could lead to a higher extraneous cognitive load (Sweller et al., 1990, 1998; Tarmizi & Sweller, 1988; Ward & Sweller, 1990).”
Metadata
- Authors
- Tarmizi, R. A., & Sweller, J.
- Affiliations
- UNSW Sydney (AU)
- ORCID
- Sweller, John
- Venue
- Journal of Educational Psychology
- Published
- 1988-12
- Volume
- 80
- Issue
- 4
- Pages
- 424-436
- ISSN
- 0022-0663 (ISSN-L)
- 1939-2176
- OpenAlex
- W2088730954
- Semantic Scholar
- 96dfa2797b3aff42cc03d93656fb84feca0b9cb3
- Cited by
- 464
- References
- 55
- Citations by year
- 2026: 5 · 2025: 7 · 2024: 13 · 2023: 17 · 2022: 12 · 2021: 22 · 2020: 12 · 2019: 23 · 2018: 10 · 2017: 9 · 2016: 16 · 2015: 19 · 2014: 19 · 2013: 25 · 2012: 36
- FWCI
- 4.22
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- cc-by-nc-nd
- Locations
- Journal of Educational Psychology (publishedVersion)
- UNSWorks (UNSW Sydney) (submittedVersion, cc-by-nc-nd)
- UNSWorks (UNSW Sydney)
- Funders
- NSW Department of Education
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Visual and Cognitive Learning Processes
- Social Sciences › Education › Mathematics Education and Pedagogy
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Keywords
- worked examples, mathematical problem solving, guidance, circle geometry, cognitive load, attention, active problem solving
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