The influence of leads on cognitive load and learning in a hypertext environment
Integrity 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?
Using a hypertext-based learning environment, Antonenko and Niederhauser (2010) showed that several aspects of the EEG reflected hypothesised differences in cognitive load.
“Using a hypertext-based learning environment, Antonenko and Niederhauser (2010) showed that several aspects of the EEG reflected hypothesised differences in cognitive load.”
From Cognitive Architecture and Instructional Design: 20 Years Later (2019) · cites this paper as Antonenko and Niederhauser (2010)
Cites
(1978) · Medical Entomology and Zoology · Cited by 53,488 · see citing works
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
Event-related EEG/MEG synchronization and desynchronization: basic principles
Pfurtscheller, G., & Lopes da Silva, F. H. (1999) · Clinical Neurophysiology · doi:10.1016/s1388-2457(99)00141-8 · Cited by 7,328 · see citing works
The ten-twenty electrode system of the international federation
Jasper, H. H. (1958) · Electroencephalography and Clinical Neurophysiology · Cited by 6,567 · 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
Flesch, R. (1948) · Journal of Applied Psychology · doi:10.1037/h0057532 · Cited by 5,391 · see citing works
The role of knowledge in discourse comprehension: A construction-integration model.
Kintsch, W. (1988) · Psychological Review · doi:10.1037/0033-295x.95.2.163 · Cited by 4,388 · see citing works
The Work of Art in the Age of Mechanical Reproduction
Benjamin, W. W. (2007) · SAGE Publications Ltd eBooks · doi:10.4135/9781446269534.n3 · Cited by 3,820 · see citing works
Cognitive 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 · cited 1× · see citing works
“The authors concluded that the benefits these students might have gained by engaging in deeper processing to compare and contrast the content may have been mitigated by increased cognitive load (see Sweller, 1988, 1994) associated with navigating the hypertext.”
BackgroundAssessing Metacognitive Awareness
Schraw, G., & Dennison, R. S. (1994) · Contemporary Educational Psychology · doi:10.1006/ceps.1994.1033 · Cited by 3,199 · see citing works
Handbook of Research on Educational Communications and Technology
(2013) · Routledge eBooks · doi:10.4324/9781410609519 · Cited by 2,744 · see citing works
Cognitive Load Measurement as a Means to Advance Cognitive Load Theory
Paas, F., Tuovinen, J. E., Tabbers, H., & Van Gerven, P. W. M. (2003) · Educational Psychologist · doi:10.1207/s15326985ep3801_8 · Cited by 2,527 · see citing works
Paas, F. G. W. C. (1992) · Journal of Educational Psychology · doi:10.1037/0022-0663.84.4.429 · Cited by 2,150 · see citing works
Kalyuga, S., Ayres, P., Chandler, P., & Sweller, J. (2003) · Educational Psychologist · doi:10.1207/s15326985ep3801_4 · Cited by 1,927 · see citing works
Handbook of research on educational communications and technology
(2004) · British Journal of Educational Technology · doi:10.1111/j.1467-8535.2004.00409_15.x · Cited by 1,853 · see citing works
Handbook of Research on Educational Communications and Technology
Jonassen, D. H., Spector, M. J., Driscoll, M., Merrill, M. D., van Merriënboer, J. J. G., & Driscoll, M. P. (2008) · Routledge eBooks · doi:10.4324/9780203880869 · Cited by 1,692 · see citing works
The use of advance organizers in the learning and retention of meaningful verbal material.
Ausubel, D. P. (1960) · Journal of Educational Psychology · doi:10.1037/h0046669 · Cited by 1,394 · see citing works
Hypertext: The Convergence of Contemporary Critical Theory and Technology
Bender, T. K., & Landow, G. P. (1992) · Rocky Mountain Review of Language and Literature · doi:10.2307/1347143 · Cited by 1,078 · see citing works
Psychophysiology -- Human Behavior and Physiological Response
McGuigan, F. J., & Andreassi, J. L. (1981) · The American Journal of Psychology · doi:10.2307/1422751 · Cited by 976 · see citing works
Instructional 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
Animations need narrations: an experimental test of a dual-coding hypothesis.
Mayer, R. E., & Anderson, R. B. (1991) · Journal of Educational Psychology · doi:10.1037/0022-0663.83.4.484 · Cited by 883 · cited 1× · see citing works
“Physical integration of related information elements has been proposed as a means to address extraneous load associated with the split attention problem (Chandler & Sweller, 1992; Mayer & Anderson, 1991).”
BackgroundComputers as Mindtools for Schools: Engaging Critical Thinking
Jonassen, D. H. (1999) · Medical Entomology and Zoology · Cited by 833 · see citing works
Cognitive Flexibility Theory: Advanced Knowledge Acquisition in Ill-Structured Domains
Spiro, R. J., Coulson, R. L., Feltovich, P. J., & Anderson, D. K. (2013) · International Reading Association eBooks · doi:10.1598/0710.22 · Cited by 822 · see citing works
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 · see citing works
Pivik, R. T., Broughton, R., Coppola, R., Davidson, R. J., Fox, N. A., & Nuwer, M. R. (1993) · Psychophysiology · doi:10.1111/j.1469-8986.1993.tb02081.x · Cited by 677 · see citing works
Nielsen, J., & Loranger, H. (2006) · Cited by 648 · see citing works
Hypertext: the convergence of contemporary critical theory and technology
(1992) · Choice Reviews Online · doi:10.5860/choice.30-0735 · Cited by 638 · see citing works
DeLeeuw, K. E., & Mayer, R. E. (2008) · Journal of Educational Psychology · doi:10.1037/0022-0663.100.1.223 · Cited by 558 · see citing works
Cognitive load in hypertext reading: A review
DeStefano, D., & LeFevre, J. (2005) · Computers in Human Behavior · doi:10.1016/j.chb.2005.08.012 · Cited by 543 · see citing works
Monitoring Working Memory Load during Computer-Based Tasks with EEG Pattern Recognition Methods
Gevins, A., Smith, M. E., Leong, H., McEvoy, L., Whitfield, S., Du, R., & Rush, G. (1998) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1518/001872098779480578 · Cited by 535 · see citing works
In Defense of Advance Organizers: A Reply to the Critics
Ausubel, D. P. (1978) · Review of Educational Research · doi:10.3102/00346543048002251 · Cited by 423 · see citing works
The Functional Significance of Theta and Upper Alpha Oscillations
Klimesch, W., Schack, B., & Sauseng, P. (2005) · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · doi:10.1027/1618-3169.52.2.99 · Cited by 366 · see citing works
Spiro, R. J., Vispoel, W. P., Schmitz, J. G., et al. (1987) · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · Cited by 365 · see citing works
Can Advance Organizers Influence Meaningful Learning?
Mayer, R. E. (1979) · Review of Educational Research · doi:10.3102/00346543049002371 · Cited by 357 · see citing works
(2012) · Routledge eBooks · doi:10.4324/9780203053522 · Cited by 342 · see citing works
The Role of Subject-Matter Knowledge and Interest in the Processing of Linear and Nonlinear Texts
Alexander, P., Kulikowich, J., & Jetton, T. (1994) · Review of Educational Research · doi:10.3102/00346543064002201 · Cited by 329 · see citing works
Multimedia learning environments: Issues of learner control and navigation
Lawless, K. A., & Brown, S. W. (1997) · Instructional Science · doi:10.1023/a:1002919531780 · Cited by 257 · see citing works
Xie, B., & Salvendy, G. (2000) · Work & Stress · doi:10.1080/026783700417249 · Cited by 247 · see citing works
Fisch and Spehlmann's Eeg Primer: Basic Principles of Digital and Analog Eeg
Fisch, B. J., & Spehlmann, R. (1999) · Cited by 230 · see citing works
Spatial metaphors and disorientation in hypertext browsing
KIM, H., & HIRTLE, S. C. (1995) · Behaviour & Information Technology · doi:10.1080/01449299508914637 · Cited by 224 · see citing works
Acquiring Structural Knowledge from Semantically Structured Hypertext.
Jonassen, D. H., & Wang, S. (1992) · The Journal of Computer Based Instruction · Cited by 200 · see citing works
LEARNING FROM HYPERTEXT: RESEARCH ISSUES AND FINDINGS
Shapiro, A. M., & Niederhauser, D. S. (2004) · doi:10.4324/9781410609519-32 · Cited by 194 · see citing works
Self-citationLost in hyperspace: metrics and mental models
Otter, M., & Johnson, H. (2000) · Interacting with Computers · doi:10.1016/s0953-5438(00)00030-8 · Cited by 189 · see citing works
The Influence of Cognitive Load on Learning from Hypertext
Niederhauser, D. S., Reynolds, R. E., Salmen, D. J., & Skolmoski, P. (2000) · Journal of Educational Computing Research · doi:10.2190/81bg-rpdj-9fa0-q7pa · Cited by 186 · see citing works
Self-citationLiteracy and Computers: The Complications of Teaching and Learning with Technology
Bernhardt, S. A., Selfe, C. L., & Hilligoss, S. (1995) · Rocky Mountain Review of Language and Literature · doi:10.2307/1348003 · Cited by 142 · see citing works
Glanzer, M., Fischer, B., & Dorfman, D. H. (1984) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(84)90300-1 · Cited by 121 · see citing works
How Web Site Organization Influences Free Recall, Factual Knowledge, and Knowledge Structure Density
Eveland, W. P., & Cortese, J. (2004) · Human Communication Research · doi:10.1111/j.1468-2958.2004.tb00731.x · Cited by 121 · see citing works
Advances in scaffolding learning with hypertext and hypermedia: a summary and critical analysis
Azevedo, R., & Jacobson, M. J. (2007) · Educational Technology Research and Development · doi:10.1007/s11423-007-9064-3 · Cited by 116 · see citing works
Successful Learning with Hypermedia: The Role of Epistemological Beliefs and Metacognitive Awareness
Bendixen, L. D., & Hartley, K. (2003) · Journal of Educational Computing Research · doi:10.2190/2y7c-krdv-5u01-ujga · Cited by 114 · see citing works
Hypermedia design as learner scaffolding
Shapiro, A. M. (2007) · Educational Technology Research and Development · doi:10.1007/s11423-007-9063-4 · Cited by 99 · see citing works
Memory and Brain Dynamics: Oscillations Integrating Attention, Perception, Learning, and Memory
Başar, E. (2004) · Thammasat University Digital Collections · Cited by 93 · see citing works
Understanding navigation and disorientation in hypermedia learning environments
Dias, P. M. B. D. S., & Sousa, A. P. (1997) · Cited by 79 · see citing works
Integrating textual and pictorial information via pop-up windows: An experimental study
Bétrancourt, M., & Bisseret, A. (1998) · Behaviour and Information Technology · doi:10.1080/014492998119337 · Cited by 79 · see citing works
Psychophysiology: Human behavior and physiological response
Eason, R. G. (1990) · International Journal of Psychophysiology · doi:10.1016/0167-8760(90)90076-p · Cited by 77 · see citing works
Perceived item-difficulty in three tests of intellectual performance capacity.
Bratfisch, O., Borg, G. A. V., & Dornič, S. (1972) · PsycEXTRA Dataset · doi:10.1037/e420862004-001 · Cited by 73 · see citing works
Sweller, J. (2007) · UNSWorks (UNSW Sydney) · doi:10.4324/9780203880869.ch31 · Cited by 72 · see citing works
Reynolds, R. E. (2000) · Scientific Studies of Reading · doi:10.1207/s1532799xssr0403_1 · Cited by 64 · see citing works
Multimedia and Hypermedia Solutions for Promoting Metacognitive Engagement, Coherence, and Learning
McNamara, D. S., & Shapiro, A. M. (2005) · Journal of Educational Computing Research · doi:10.2190/7n6r-pcjl-umhk-rypj · Cited by 61 · see citing works
Hypermedia interface design: the effects of number of links and granularity of nodes
Zhu, E. (1999) · Cited by 54 · see citing works
Barab, S. A., Young, M. F. D., & Jian-juan, W. (1999) · International journal of instructional media · Cited by 48 · see citing works
Previews in hypertexts: effects on navigation and knowledge acquisition
Creß, U., & Knabel, O. B. (2003) · Journal of Computer Assisted Learning · doi:10.1046/j.0266-4909.2003.00054.x · Cited by 46 · see citing works
Memory and Brain Dynamics Oscillations Integrating Attention, Perception, Learning, and Memory
Jellinger, K. A. (2005) · European Journal of Neurology · doi:10.1111/j.1468-1331.2005.01124.x · Cited by 35 · see citing works
Writing and reading hypertext: An overview
Rada, R. (1989) · Journal of the American Society for Information Science · doi:10.1002/(sici)1097-4571(198905)40:3 · Cited by 29 · see citing works
Signposts on the digital highway
Maes, A., van Geel, A., & Cozijn, R. (2005) · Interacting with Computers · doi:10.1016/j.intcom.2005.05.004 · Cited by 16 · see citing works
Boechler, P., & Dawson, M. R. W. (2002) · Journal of educational multimedia and hypermedia · Cited by 16 · see citing works
Klauer, K. C. (2005) · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · doi:10.1027/1618-3169.52.1.1 · Cited by 11 · see citing works
Model-Based Estimation and Prediction of Task-Imposed Mental Workload
Madni, A. M., & Lyman, J. (1983) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/154193128302700412 · Cited by 8 · see citing works
A Preliminary Investigation of Advance Organizers for a Complex Educational Website
Calandra, B. D., & Barron, A. E. (2005) · Journal of educational multimedia and hypermedia · Cited by 7 · see citing works
Interest in films as measured by subjective and behavioral ratings and topographic EEG
Kaiser, D. A. (1994) · Medical Entomology and Zoology · Cited by 4 · see citing works
The development of a standardized, computer-based abbreviation algorithm
McBride, D. K., Lambert, J. V., & Lane, N. E. (1985) · Behaviour and Information Technology · doi:10.1080/01449298508901804 · Cited by 2 · see citing works
Flagged first, then by citations
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
The evolution of cognitive load theory and its application to medical education
Leppink, J., & Van den Heuvel, A. (2015) · Perspectives on Medical Education · doi:10.1007/s40037-015-0192-x · Cited by 299 · see citing works
How Has the Internet Reshaped Human Cognition?
Loh, K. K., & Kanai, R. (2016) · The Neuroscientist · doi:10.1177/1073858415595005 · Cited by 272 · 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
Örün, Ö., & Akbulut, Y. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2018.11.027 · Cited by 87 · see citing works
Looking at Mental Effort Appraisals through a Metacognitive Lens: Are they Biased?
Scheiter, K., Ackerman, R., & Hoogerheide, V. (2020) · Educational Psychology Review · doi:10.1007/s10648-020-09555-9 · Cited by 63 · see citing works
Greene, J. A., Dellinger, K. R., Tüysüzoğlu, B. B., & Costa, L.-J. (2013) · Springer International Handbooks of Education · doi:10.1007/978-1-4419-5546-3_8 · Cited by 29 · see citing works
- Authors
- Antonenko, P. D., & Niederhauser, D. S.
- Affiliations
- Oklahoma State University (US)
- Iowa State University (US)
- Corresponding author
- Antonenko, Pavlo D.
- Venue
- Computers in Human Behavior
- Publisher
- Elsevier BV
- Published
- 2010-03
- Volume
- 26
- Issue
- 2
- Pages
- 140-150
- ISSN
- 0747-5632 (ISSN-L)
- OpenAlex
- W2047898672
- Cited by
- 154
- References
- 70
- Citations by year
- 2026: 5 · 2025: 6 · 2024: 12 · 2023: 11 · 2022: 11 · 2021: 13 · 2020: 16 · 2019: 14 · 2018: 10 · 2017: 8 · 2016: 8 · 2015: 10 · 2014: 7 · 2013: 13 · 2012: 4
- FWCI
- 3.93
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Computers in Human Behavior (publishedVersion)
- 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 › Education › Online and Blended Learning
- Keywords
- hypertext, cognitive load, extraneous load, germane load, intrinsic cognitive load, cognitive effort, memory retrieval, domain knowledge, structural knowledge
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