Concept Map¶
Element · All elements
Evidence · 16 claims (5 for, 10 mixed, 1 against) · 17 studies (7 causal, 3 quant-synthesis, 3 review, 2 associational, 1 qualitative, 1 theoretical),q1–q4· 7 of 17 report an effect size · 12 claims rest on one study
Description¶
A concept map is a diagram in which concepts appear as nodes and labeled links express the relationships between them, forming a propositional structure ("concept — linking word — concept"). It functions both as a learning activity (learners construct maps) and as an assessment or advance organizer (instructors provide or score maps). Concept maps make knowledge structure — not just knowledge items — visible and revisable.
Design Implications¶
Concept mapping supports meaningful learning by forcing learners to identify relationships rather than memorize isolated facts Concept maps improve learning. [+M]. Construction is the active ingredient: learners who generate and justify links outperform those who merely study a completed map, though studying expert maps still beats no mapping Concept mapping improves learning. [+M]. Because maps externalize structure, they also serve as diagnostic tools — missing or mislabeled links reveal misconceptions that prose responses can hide.
Context¶
Requirements¶
- A focused question or domain ("What causes seasons?") — maps built without a focus question tend to become unstructured brainstorm webs
- Explicit teaching of the notation: nodes, labeled links, cross-links, and hierarchies are conventions learners must learn before mapping helps
- Iteration and feedback — maps should be revised as understanding deepens, not treated as one-off products
- Moderate prior knowledge; learners need something to relate before relational tasks pay off
- A term list of domain concepts to be placed into the map structure
Constraints¶
- The node-and-link format itself consumes working memory; novices juggling unfamiliar content and unfamiliar notation can experience overload Chunking reduces working memory load. [~M] — provide partial maps or a small starter set of concepts
- Poor fit for purely procedural or motor skills where knowledge is not propositional
- Scoring maps reliably is difficult; without a rubric (e.g., counting valid propositions and cross-links), grading becomes subjective
- Learners can produce well-formed maps with shallow links if the task rewards quantity over quality of propositions
Target Learners¶
- Learners with moderate prior knowledge who can relate new ideas to existing schemas Concept mapping improves learning. [+M]
- Students in conceptually dense domains (biology, chemistry, history) where causal and hierarchical relationships matter
- Less effective for complete novices, who lack the knowledge to propose meaningful links Concept maps improve learning. [~M]
- introductory psychology students
Target Learning Goals¶
- Relational and structural knowledge: seeing how concepts connect, not just what they are
- Misconception diagnosis: surfacing faulty links for revision
- Knowledge organization for transfer and retrieval Concept maps improve learning. [+M]
- representing and analyzing interrelationships among domain concepts
Affordances¶
- Cognitive Load Management — externalizing relationships onto the diagram offloads the working-memory burden of holding multiple concepts and their connections in mind simultaneously, letting learners manipulate structure visibly rather than mentally
- Activation — building a map requires retrieving prior knowledge and explicitly connecting it to new material, enacting activation as a structural rather than purely discussion-based activity
- Clear Structure — a completed map gives learners an explicit overview of a domain's organization, functioning as a spatial advance organizer
- Analogical Reasoning — cross-links between distant branches of a map are where analogies surface; prompting learners to add cross-links directly exercises relational mapping across domains
- Semantic Network Theory
Claims¶
- Graphic Organizers Support Novice Comprehension [+M]
- Placing heavier cognitive demands on learners can be counterproductive in mapping tasks [-W]
- Teacher-initiated and student-mediated semantic mapping did not differ significantly in their effects on EFL reading comprehension [~W]
- Younger adults outperform older adults in concept-map performance, and older adults show no concept-map improvement [~W]
- Younger adults show higher learning performance than older adults in collaborative concept-map learning of psychological concepts, and older adults show no learning gain [~W]
- Merely adding an expert example concept map does not add to the value of students creating their own concept maps for this population [+W]
- Summary writing produced no significant comprehension improvement and the most disputational talk, and did not significantly differ from completing a map in learning outcomes [~W]
- High cognitive activities were positively associated with essay quality but not with concept maps [~W]
- Weak initial organization enables experimentation with alternative graphical organizing principles [~W]
- Cooperative concept mapping produces better meaningful learning than individualistic concept mapping [~W]
- Concept mapping has a moderate overall positive effect on science achievement for elementary and secondary students (g = 0.776) [+W]
- Concept mapping shows a large effect for low-achieving students (g = 2.019) and moderate effect for high-achieving students (g = 0.610), not significantly different [~W]
- Self-generated concept mapping benefits learning from grade 4 onwards with similar effect sizes across grades 4–8, 9–12, and college [+W]
The evidence by question¶
- Does having learners build an organization of the content as a concept map help, and against what comparison? Concept mapping improves learning over most comparison conditions by a moderate average amount, but not over time-matched retrieval practice [+S]
- Should learners construct the map themselves, study a provided one, or build it with the teacher or a peer? Learner-constructed graphic organizers are not shown to outperform provided ones: the one direct test, with college readers, favoured provided organizers on transfer [~S]
Related Elements¶
- Advance Organizers — a completed concept map is a graphic form of organizer presented before instruction
- Annotating — the textual counterpart: marking relationships in prose rather than diagramming them
- Analogies — cross-links in a map often encode analogical relationships; both depend on relational reasoning
- Application — maps should be revised after application tasks, when structural understanding has been tested
- Assessment — concept maps serve as formative assessment of knowledge structure, not just content recall
- Semantic Mapping Principle
- Concept Mapping
Patterns That Use This Element¶
- 5E Learning Cycle — mapping in the "Explain" and "Elaborate" phases to consolidate relationships
- Concept Attainment — maps record the attributes and exemplars that define attained concepts
- Cognitive Apprenticeship — expert maps model how a domain expert organizes knowledge
Examples¶
- CmapTools — IHMC's free concept-mapping software, developed by Novak's group; supports collaboration and propositional link labels, and is the reference implementation of the Novak & Cañas method.
- Lucidchart / Miro — general diagramming platforms commonly used for concept mapping in course design; lack CmapTools' proposition-focused scaffolding but integrate with LMS workflows.
- Pre-lecture organizer maps — instructor provides a partially completed map (concepts given, links blank) that students complete during and after instruction, then revise as a unit review.
- Student-generated mapping exercise
- Teacher-provided graphic map as review
- Graphic Organizers for Assessment
- Visualizations and Mind Maps
- Lecture Support with Graphic Organizers
- Graphic Organizers as Thinking Tools
- Unit Planning with Graphic Organizers
Key Sources¶
- Novak, J. D., & Cañas, A. J. (2008). The theory underlying concept maps and how to construct and use them. Technical Report IHMC CmapTools 2006-01 Rev 01-2008, Florida Institute for Human and Machine Cognition. https://cmap.ihmc.us/docs/theory-of-concept-maps
- Nesbit, J. C., & Adesope, O. O. (2006). Learning with concept and knowledge maps: A meta-analysis. Review of Educational Research, 76(3), 413–448. doi:10.3102/00346543076003413
- Novak, J. D. (1990). Concept mapping: A useful tool for science education. Journal of Research in Science Teaching, 27(10), 937–949. doi:10.1002/tea.3660271003
- Karpicke, J. D., & Blunt, J. R. (2011). Retrieval practice produces more learning than elaborative studying with concept mapping. Science, 331(6018), 772–775. doi:10.1126/science.1199327
- Jonassen, D. H. (1984). Semantic relationships and structural knowledge acquisition in introductory psychology. https://eric.ed.gov/?id=ED258538
Page metadata
| Field | Value |
|---|---|
type |
element |
id |
concept-map |
aliases |
concept-semantic-map-element |
title |
Concept Map |
description |
A concept map is a node-and-link diagram that externalizes relationships among ideas, making the structure of a knowledge domain visible. |
status |
review |
canonical |
True |
generated |
by claude/unspecified on 2026-08-30 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — jonassen-1984 |
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