Key Takeaways
- 89% of teachers worldwide believe that students learn better when they receive information in their preferred learning style
- 71% of teachers in a UK study correctly identified that there is no scientific evidence for the VAK model yet still used it
- 93% of teachers in the United Kingdom agree that individuals learn better when they receive information in their preferred learning style
- 0 correlation was found between a student's preferred learning style and their performance on a standardized test when taught in that style
- 0.05 p-value was not reached in 90% of studies attempting to prove the "meshing hypothesis" of learning styles
- 135 different learning style models have been identified in academic literature since 1970
- 33% of students show a "Converger" style in the Kolb model
- 28% of students are classified as "Assimilators" in the Kolb cycle
- 22% of students are "Divergers" who prefer feeling and watching
- 25% of students in a blended learning environment identify as "Social" learners
- 18% of adult learners identify as "Solitary" according to the Memletics model
- 58% of females in a study of 400 college students preferred a multimodal style
- $2.5 billion is spent annually on educational technology that cites "learning style" compatibility as a feature
- 70% of UK teachers feel pressured by school leadership to plan lessons according to learning styles
- $500 to $5000 is the typical range for professional certification in the Myers-Briggs (MBTI) system
Despite overwhelming belief in learning styles, scientific evidence consistently proves they do not improve outcomes.
Common Models and Frameworks (VAK/VARK/Kolb)
Common Models and Frameworks (VAK/VARK/Kolb) Interpretation
Common Models and Frameworks (VAK/VARK/Kolb).
Common Models and Frameworks (VAK/VARK/Kolb). Interpretation
Economic Impacts and Outcomes
Economic Impacts and Outcomes Interpretation
Experimental Research and Peer Review
Experimental Research and Peer Review Interpretation
Neuromyths and Educational Beliefs
Neuromyths and Educational Beliefs Interpretation
Student Preferences and Demographics
Student Preferences and Demographics Interpretation
How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Marcus Engström. (2026, February 13). Learning Style Statistics. Gitnux. https://gitnux.org/learning-style-statistics
Marcus Engström. "Learning Style Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/learning-style-statistics.
Marcus Engström. 2026. "Learning Style Statistics." Gitnux. https://gitnux.org/learning-style-statistics.
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