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Do Mind Maps Work? 45+ Mind Mapping and Student Study Statistics (2026)

Kashish MustafaBy Kashish Mustafa, Co-founder, Mindmapi· Last reviewed 29 October 2026

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Across 142 controlled comparisons involving 11,814 students, learning with concept maps (the research family that mind maps belong to) beat other ways of learning, with an average effect size of g = 0.58. Students who drew their own maps gained the most.

Few students study this way. Only 15% of US undergraduates in one survey regularly made diagrams, charts or pictures to study, while 84% in another reread their notes or textbook, a technique rated “low utility” in a major review of the evidence.

This page brings together the research on mind maps and concept maps, how students really study, the “visual learner” myth, and the latest UK data on study time and AI use. Each figure links to the original study or report.

Mind Mapping by the Numbers

The headline findings on mind maps, study habits and UK students.

Does mapping work?

  • g = 0.58Average benefit of learning with concept maps, across 11,814 students
  • g = 0.72Benefit when students build their own maps, against 0.43 for studying ready-made ones
  • g = 1.05Benefit of concept maps over lectures and class discussion, across 37 studies

How students study

  • 84%of students reread their notes or textbook to study
  • 11%practise recalling what they have learned
  • 15%regularly make diagrams, charts or pictures

The visual learner myth

  • 93%of UK teachers surveyed believed students learn better in their preferred learning style
  • 58%of students believe they have a specific learning style

UK students in 2026

  • 11.1 hrsof independent study a week, the lowest on record
  • 94%of undergraduates use generative AI for assessed work

Sources: Schroeder et al. (2018); Karpicke, Butler & Roediger (2009); Hartwig & Dunlosky (2012); Dekker et al. (2012); Morehead et al. (2016); HEPI and Advance HE (2026); HEPI and Kortext (2026).

Top Picks

Does mind mapping work?

How students study

Beliefs and UK students

Do Mind Maps Work for Studying?

Yes, on average. The largest review of the evidence, a meta-analysis by Schroeder, Nesbit, Anguiano and Adesope in Educational Psychology Review, pooled 142 effect sizes from studies involving 11,814 students. Learning with concept and knowledge maps produced a moderate, statistically significant benefit of g = 0.58, in both STEM and non-STEM subjects.

In plain terms, an effect of 0.58 means the average student who learned with maps scored higher than about 72% of students who learned another way.

How students use the maps matters. Building a map yourself does more than reading one somebody else made:

How students used concept mapsEffect size (g)Studies (k)Students
All uses0.5814211,814
Built their own maps0.72756,880
Studied ready-made maps0.43674,934

An earlier meta-analysis by Nesbit and Adesope in the Review of Educational Research found the same pattern across 55 studies and 5,818 participants: g = 0.82 for making maps and g = 0.37 for studying them.

What mind maps were compared against

The size of the benefit depends on what the maps were compared with. It was largest against lectures and class discussion and smallest against reading a text:

Learning with concept maps, compared with other methods

Effect size (Hedges' g) by comparison method; higher favours concept maps

Lectures or discussion (k = 37)1.05
Other activities (k = 27)0.57
Outlines (k = 8)0.48
Lists (k = 13)0.43
Writing a text (k = 13)0.39
Reading a text (k = 44)0.29
Source: Schroeder, Nesbit, Anguiano & Adesope (2018), Educational Psychology Review, Table 1mindmapi.ai

Concept maps beat lectures and class discussion by g = 1.05 across 37 studies, the largest gap in the review.

A note on mind maps and concept maps

Most research uses concept maps, where every line between two ideas is labelled with how they are related. A mind map branches out from one central topic, usually with keywords, colour and images. Both are node-and-link diagrams, and research on mind maps specifically (below) points the same way, but the evidence base for mind maps alone is smaller.

Do Mind Maps Work Better the Longer You Use Them?

Yes. Studies that ran for more than four weeks found an effect of g = 0.72, double the g = 0.36 in studies lasting under a week.

The longer students used concept maps, the bigger the benefit

Effect size (Hedges' g) by how long students used concept maps

Less than 1 week (k = 47)0.36
1 to 4 weeks (k = 53)0.68
More than 4 weeks (k = 41)0.72
Source: Schroeder et al. (2018), Educational Psychology Review, Table 4mindmapi.ai

For students building their own maps, the benefit peaked at g = 0.94 in studies lasting one to four weeks. That fits a term of revision better than a single night before the exam.

Which Students Benefit Most From Mind Maps?

Building concept maps helped students at every stage of education about equally. Studying ready-made maps helped school pupils far more than university students:

Stage of educationBuilt their own maps (g)Studied ready-made maps (g)
Intermediate (school grades 4 to 8)0.680.82
Secondary (school grades 9 to 12)0.741.24
University and beyond0.730.32

The secondary-school figure for ready-made maps comes from only four studies, so treat it with care. By subject, the benefit was g = 0.60 in STEM (118 effect sizes) and g = 0.51 in other subjects (23 effect sizes).

Working with others helped too. Students who built maps in groups saw an effect of g = 0.91, against g = 0.55 for those working alone, although the review did not find the difference statistically significant.

What Does Research on Mind Maps Specifically Show?

Studies of mind maps on their own are smaller and more mixed than the concept map research, but they lean positive.

StudyWhoFinding
Shi, Yang, Dou & Zeng (2023)Meta-analysis of 21 studiesMind map-based teaching beat traditional teaching, especially for younger students and in STEM subjects
Liu, Zhao, Ma & Bo (2014)Meta-analysis, 40 studies, 5,213 studentsEffect size of 0.63, as listed in the Visible Learning MetaX database
Farrand, Hussain & Hennessy (2002)50 medical students, London10% better recall of facts a week later than students using their usual methods
D'Antoni, Zipp, Olson & Cahill (2010)131 first-year medical students, USNo difference in short-term recall or critical thinking against standard note-taking, after a brief introduction to mind mapping

In the London study, the 10% advantage came with a wide margin of error (95% confidence interval: −1% to 22%). Students who used mind maps also reported lower motivation, and the authors estimated the advantage would have been 15% (95% CI: 3% to 27%) if motivation had been equal.

The Visible Learning MetaX database lists Shi and colleagues' meta-analysis with an effect size of 0.99 across 1,602 students.

Is Self-Testing Better Than Mind Mapping?

In a head-to-head test, yes. In a study published in Science, Karpicke and Blunt had students read a short science text and then study it in different ways. A week later, students who had practised recalling the text scored 67%, against 45% for those who drew a concept map:

Final test scores a week after studying

Average share of questions answered correctly, by study method

Practised recall67%
Reread three more times49%
Drew a concept map45%
Read once27%
Source: Karpicke & Blunt (2011), Science, as reviewed by the What Works Clearinghousemindmapi.ai

In a second experiment, 84% of 120 students did better after practising recall than after concept mapping, yet 75% believed mapping would work as well or better.

That matches a review of 10 study techniques in Psychological Science in the Public Interest. Dunlosky and colleagues rated two techniques as high utility and five as low:

Utility ratingTechniques
HighPractice testing; spreading study out over time (distributed practice)
ModerateElaborative interrogation; self-explanation; interleaved practice
LowSummarising; highlighting; the keyword mnemonic; imagery for text; rereading

The two can be combined. A map gives students a structure to recall from: they can cover a branch, try to rebuild it from memory, then check against the map.

The two highest-rated study techniques, practice testing and spaced study, can both be done with a mind map.

How Do Students Actually Study?

Mostly by rereading. When 177 university students were asked to list their study strategies, rereading came first by a wide margin. Mind maps and concept maps were not among the 11 strategies the answers fell into:

Study strategies students use

Share of 177 students listing each strategy when asked how they study (open question)

Reread notes or textbook84%
Do practice problems43%
Flashcards40%
Rewrite notes30%
Study in a group27%
Memorise19%
Mnemonics14%
Outlines or review sheets13%
Practise recall11%
Highlight6%
Source: Karpicke, Butler & Roediger (2009), Memory, Table 1mindmapi.ai

55% said rereading was their main strategy; only 1% said that of practising recall. Asked what they would do after reading a chapter once, 57% would reread it and only 18% would test themselves. The students were at Washington University in St. Louis, a highly selective university.

How many students study visually?

Few. Asked which strategies they use regularly, 15% of undergraduates in Hartwig and Dunlosky's survey, and 24% of 300 in a later survey by Morehead, Rhodes and DeLozier, said they make diagrams, charts or pictures. Their teachers were keener: 34% of the 146 university instructors surveyed recommend it.

Regular study strategyHartwig & Dunlosky (2012)Morehead et al. (2016)
Test yourself with questions or practice problems71%72%
Reread chapters, articles or notes66%67%
Cram the night before the test66%53%
Use flashcards62%54%
Recopy notes33%33%
Make diagrams, charts or pictures15%24%

Most students who quiz themselves do it to check what they know, not to learn: 68% gave that reason in Kornell and Bjork's 2007 survey, and only 18% said they quiz themselves because they learn more that way.

Are Some Students “Visual Learners”?

The research says no. Reviews going back to 2004 have found no evidence that matching teaching to a student's supposed learning style, such as “visual” or “auditory”, improves learning. Belief in it remains widespread:

Mind maps do not depend on being a “visual learner”. The meta-analyses above measured their benefit for students in general, not for one type of learner.

How Much Do UK Students Study?

Less than ever recorded. Full-time UK undergraduates spent 11.1 hours a week on independent study in 2026, the lowest since the Student Academic Experience Survey began measuring it this way. The survey, from HEPI and Advance HE, is based on 10,065 students.

Weekly independent study, UK undergraduates

Average hours a week spent on independent study, full-time undergraduates, 2019 to 2026

13.82019
14.12020
15.72021
14.82022
14.52023
13.62024
11.62025
11.12026
Source: HEPI and Advance HE, Student Academic Experience Survey 2026mindmapi.ai

Paid work is part of the reason. 65% of full-time undergraduates had a paid job during term time in 2026, after 68% in 2025. Five years ago, it was fewer than four in ten. Those in work averaged just under 14 hours a week, and around 9% to 10% of students worked more than 20 hours.

YearIndependent study (hrs/week)Timetabled contact (hrs/week)Total workload (hrs/week)
201913.813.930.8
202115.712.429.9
202314.516.033.4
202413.616.133.5
202511.615.830.8
202611.115.529.4

How Are Students Using AI to Study?

Almost all UK undergraduates now use it. In the HEPI and Kortext Student Generative AI Survey 2026, based on 1,054 full-time undergraduates, 95% used AI in at least one way and 94% used generative AI to help with assessed work.

UK undergraduates using AI

Share of full-time UK undergraduates using AI in at least one way, by survey year

66%2024
92%2025
95%2026
Source: HEPI and Kortext, Student Generative AI Survey 2026mindmapi.ai

What students used generative AI for when preparing assessed work:

49% said AI had improved their student experience, and 65% said assessment had changed significantly in response to it.

How Many Students Sit Exams in England?

In summer 2026, 1,047,750 students in 6,040 schools and colleges in England received GCSE results, and 320,505 received A level results, according to Ofqual.

Qualification (England, summer 2026)StudentsResults issued
GCSE1,047,7505,720,045
A level320,505835,950

Conclusion

The evidence supports mind mapping as a study method, with three conditions. It works best when students build the map themselves, use it over weeks rather than the night before, and test themselves from it rather than just reading it back. Few students study this way: most reread their notes, a technique the evidence rates poorly.

For students: make your own map of each topic, cover a branch and try to rebuild it from memory, and come back to the same map over several weeks.

How to cite this page

You are welcome to use these statistics and charts. Please credit Mindmapi.ai and link to this page:

Mustafa, K. (2026). Do Mind Maps Work? 45+ Mind Mapping and Student Study Statistics. Mindmapi.ai. https://mindmapi.ai/research/mind-map-statistics

For the original data, please also cite the study or report linked from each figure. The full report, with every chart, is also available as a PDF.

How We Put This Together

Every figure on this page was checked against the original study, report or official statistics, not a summary of it. Effect sizes are Hedges' g, the difference between groups in standard deviations: around 0.2 is usually called small, 0.5 moderate and 0.8 large. The conversion of an effect size into the share of students outscored assumes normally distributed scores. Where a figure comes from a database rather than the paper itself, we say so.

Sources

Kashish Mustafa

About the author

Kashish Mustafa, Co-founder, Mindmapi

Kashish was predicted 3s and 4s in her GCSEs. Studying on her own, she mind mapped everything, maths included, and came out with 7s and 8s. She went on to graduate with a 2:1 in Business Management and now works in marketing. She co-founded Mindmapi to give every student the study method that worked for her.

Kashish on LinkedIn
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