The DOI matches its Crossref record; 27 of the 28 references it cites were found in a registry or an index.
Concept mapping: A useful tool for science education
Abstract
This article describes the genesis and development of concept mapping as a useful tool for science education. It also offers an overview of the contents of this special issue and comments on the current state of knowledge representation. Suggestions for further research are made throughout the article.
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In the citing paper
“concept mapping, as proposed by Novak (1990), is another tool used to visually represent a learner's understanding and knowledge structure of a specific topic.”
From A Cognitive Load Theory Approach to Defining and Measuring Task Complexity Through Element Interactivity (2023) · cites this paper as Novak (1990)
In the citing paper
“Like representational drawing, the drawing of concept maps has been shown to improve learning (Blunt and Karpicke, 2014; Wong et al., 2021), but it is likely context specific to disciplines that have significant pathways to memorize and abstract concepts to understand (Novak, 1990).”
From Moving the Needle: Evidence of an Effective Study Strategy Intervention in a Community College Biology Course (2022) · cites this paper as Novak, 1990
Citations
Cites
Handbook of research on teaching
Wittrock, M. C. (1986) · Bibliothèque et Archives nationales du Québec (Québec government) · Cited by 10,630
Novak, J. D., Gowin, D. B., & Kahle, J. B. (1984) · doi:10.1017/cbo9781139173469 · Cited by 5,199
Self-citationEducational Psychology: A Cognitive View
Gagné, R. M., Ausubel, D. P., & Gagne, R. M. (1969) · American Educational Research Journal · doi:10.2307/1161899 · Cited by 3,293
The psychology of meaningful verbal learning.
Ausubel, D. P. (1963) · Cited by 2,568
The Language and Thought of the Child
Weber, C. O., Piaget, J., & Warden, M. (1927) · The American Journal of Psychology · doi:10.2307/1415214 · Cited by 2,335
Cognitive Structure and Conceptual Change
West, L. H. T., & Pines, A. L. (1985) · Medical Entomology and Zoology · Cited by 910
A Twelve-Year Longitudinal Study of Science Concept Learning
Novak, J. D., & Musonda, D. (1991) · American Educational Research Journal · doi:10.3102/00028312028001117 · Cited by 545
Self-citationMeaning and Mental Representation
Cummins, R. A. (1989) · The MIT Press eBooks · doi:10.7551/mitpress/4516.001.0001 · Cited by 531
Restructuring Science Education: The Importance of Theories and Their Development
Duschl, R. A. (1990) · Medical Entomology and Zoology · Cited by 515
Making Sense: The Child's Construction of the World
Haste, H., & Bruner, J. S. (1987) · Medical Entomology and Zoology · Cited by 490
Research works printed but not linked: 21
- Carey S., 1985, Conceptual Changes in Childhood
- Donaldson M., 1978, Children's Minds
- Driver R., 1983, The Pupil as Scientist
- Edmondson K.M. (1985).College students' conceptions of their responsibilities for learning. Unpublished master's thesis Cornell University Ithaca NY.
- Edmondson K.M. (1989).The influence of students' conceptions of scientific knowledge and their orientations to learning on their choices of learning strategy in a college introductory level biology course. Unpublished doctoral thesis Cornell University Ithaca NY.
- Feldsine J. (1983).Concept mapping: A method for detection of possible student misconceptions. In H. Helm and J.D. Novak Eds. Proceedings of the International Seminar on Misconceptions in Science and Mathematics. Ithaca NY: Department of Education Cornell University pp.467–476.
- General Accounting Office., 1984, New Directions for Federal Programs to Aid Mathematics and Science Teaching
- Hangen J. (1989).Educational experience as a factor in bulimia and anorexia. Unpublished master's thesis Cornell University Ithaca NY.
- Harris P.L., 1989, Children and Emotion: The Development of Psychological Understanding
- Helm H., 1983, Proceedings of the International Seminar on Misconceptions in Science and Mathematics
- Herget D.E., 1989, The History and Philosophy of Science in Science Teaching
- Matthews G.B., 1984, Dialogues with Children
- Moreira M.A., 1987, Mapas Conceituais
- Novak J.D., 1964, The importance of conceptual schemes for science teaching, The Science Teacher, 31, 10
- Novak J.D., 1977, A Theory of Education
- Novak J.D. (1983).Overview of the international seminar on misconceptions in science and mathematics. In H. Helm and J.D. Novak Eds. Proceedings of the International Seminar on Misconceptions in science and mathematics. Ithaca NY: Department of Education Cornell University.
- Novak J.D. (in review).The need to make science “conceptually transparent.”The Science Teacher.
- Novak J.D. (1987).Human constructivism: toward a unity of psychological and epistemologial meaning making. In J.D. Novak Ed. Proceedings of the Second International Seminar on Misconceptions and Educational Strategies in Science and Mathematics. Ithaca NY: Department of Education Cornell University pp.349–360.
- Novak J.D., 1966, The World of Science Series
- NSTA Conference of Scientists., 1964, Conceptual schemes and the process of science, The Science Teacher, 31, 11
- West L., 1985, Cognitive structure and conceptual change
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Metadata
- Authors
- Novak, J. D.
- Affiliations
- Cornell University (US)
- Corresponding author
- Novak, Joseph D.
- ORCID
- Novak, Joseph D.
- Venue
- Journal of Research in Science Teaching
- Publisher
- Wiley
- Published
- 1990-12
- Volume
- 27
- Issue
- 10
- Pages
- 937-949
- ISSN
- 0022-4308 (ISSN-L)
- 1098-2736
- OpenAlex
- W2110720087
- Cited by
- 1,032
- References
- 28
- Citations by year
- 2026: 15 · 2025: 22 · 2024: 33 · 2023: 46 · 2022: 35 · 2021: 46 · 2020: 67 · 2019: 45 · 2018: 46 · 2017: 46 · 2016: 34 · 2015: 47 · 2014: 39 · 2013: 46 · 2012: 48
- FWCI
- 36.89
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Research in Science Teaching (publishedVersion)
- Topics
- Social Sciences › Education › Science Education and Pedagogy
- Physical Sciences › Computer Science › Information Systems › Educational Technology and Assessment
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Visual and Cognitive Learning Processes
- Keywords
- concept mapping, science education, knowledge representation, conceptual understanding
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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 ›
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