Within Teacher Corrections
What Should Replace Learning Styles?
The strongest corrections separate real pupil preferences from the unsupported claim that matching sensory styles improves learning.
On this page
- The kernel of truth in learning styles
- Why matching instruction to preference is weak
- Better alternatives for planning lessons
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Introduction
Correcting the learning styles myth is not simply a matter of telling people that “learning styles do not exist”. In fact, that approach can create new misconceptions of its own. The most effective correction separates a genuine observation from an unsupported conclusion: people often have preferences for how they receive information, but there is little evidence that matching teaching to a preferred sensory style reliably improves learning outcomes. Research reviews have repeatedly found weak support for the so-called “meshing hypothesis”—the claim that visual learners learn best from visual instruction, auditory learners from auditory instruction, and so on. [PubMed]pubmed.ncbi.nlm.nih.govPubMedLearning Styles: Concepts and Evidenceby H Pashler · 2008 · Cited by 5022 — Learning styles refers to the concept that individuals… [Sage Journals]journals.sagepub.comj.1539 6053.2009.01038.xSage JournalsLearning Styles: Concepts and Evidenceby H Pashler · 2008 · Cited by 5022 — The most common—but not the only—hypothesis abou…
Because learning styles remain one of the most widely believed educational myths, corrections need to be carefully designed. A poor correction may replace one oversimplification with another. A good correction preserves what is true, explains what is unsupported, and offers teachers practical alternatives.
The Kernel of Truth in Learning Styles
One reason the learning styles idea survives is that it begins with something many people recognise from experience. Learners often express preferences. Some enjoy diagrams, others prefer discussion, and others like hands-on activities. These preferences are real and easy to observe. [Frontiers]frontiersin.orgFrontiers How Common Is Belief in the Learning Styles NeuromythFrontiersHow Common Is Belief in the Learning Styles Neuromyth…December 14, 2020 — by PM Newton · 2020 · Cited by 207 — Self-reported…
The problem arises when preference is treated as evidence of superior learning. Researchers have repeatedly noted that liking a format and learning more from that format are different claims. A student may enjoy watching a video more than reading a text, yet still learn equally well—or better—from the text depending on the content and task. [The Learning Scientists]learningscientists.orgThe Learning ScientistsMatching instruction to preferred learning styles does not…April 7, 2022 — 7 Apr 2022 — This lures people to ac…
Corrections therefore work best when they explicitly preserve the true part of the idea:
- Learners can have preferences.
- Learners differ in prior knowledge, motivation, interests and strengths.
- Different representations can help understanding.
What should not be added is the unsupported assumption that identifying a sensory preference reveals the best way to teach that learner. [Frontiers]frontiersin.orgFrontiers How Common Is Belief in the Learning Styles NeuromythFrontiersHow Common Is Belief in the Learning Styles Neuromyth…December 14, 2020 — by PM Newton · 2020 · Cited by 207 — Self-reported…
This distinction matters because many educators mistakenly treat belief in learner preferences and belief in instructional matching as the same thing. A large review found that educators often endorsed both statements at similar rates, suggesting that the two ideas are frequently conflated. [Frontiers]frontiersin.orgFrontiers How Common Is Belief in the Learning Styles NeuromythFrontiersHow Common Is Belief in the Learning Styles Neuromyth…December 14, 2020 — by PM Newton · 2020 · Cited by 207 — Self-reported…
Why Matching Instruction to Preference Is Weak
The central claim of learning styles theory is not merely that people differ. It is that learning improves when instruction is matched to an individual’s preferred modality. Researchers refer to this as the meshing or matching hypothesis. [PubMed]pubmed.ncbi.nlm.nih.govPubMedLearning Styles: Concepts and Evidenceby H Pashler · 2008 · Cited by 5022 — Learning styles refers to the concept that individuals… [Sage Journals]journals.sagepub.comj.1539 6053.2009.01038.xSage JournalsLearning Styles: Concepts and Evidenceby H Pashler · 2008 · Cited by 5022 — The most common—but not the only—hypothesis abou…
Testing this claim requires a specific pattern of evidence. Researchers must show that learners identified as one type perform better with one instructional method, while learners identified as another type perform better with a different method. Reviews of the literature have found little convincing evidence for this pattern. [deansforimpact.org]deansforimpact.orgLearning styles: what does the research say?| April 28, 201628 Apr 2016 — In their review, Pashler et al found only one study that gave even partial support to the meshing hypothesi… [American Psychological Association]apa.org2008), acceptable evidence in sup- port of the meshing hypothesis would show a crossover between two learning style…Read more…
This is where some myth corrections go wrong. In rejecting learning styles, they imply that all learners are effectively identical. That conclusion is no more supported than the original myth.
A more accurate correction explains that:
- Learners differ, but not in ways captured by simple visual-auditory-kinaesthetic categories.
- Effective instruction depends heavily on the nature of the content being taught.
- Some topics are inherently visual, some verbal, and some require physical practice.
- The best instructional format is often determined by the task rather than by a learner’s declared preference. [nifdi.org]nifdi.orgLearning Styles: Is it learner modality?Or Content…They called this interaction the meshing hypothesis which states that an individual learns better when taught in a mode of… [2deansforimpact.org]deansforimpact.orgLearning styles: what does the research say?| April 28, 201628 Apr 2016 — In their review, Pashler et al found only one study that gave even partial support to the meshing hypothesi…
For example, teaching map-reading requires visual information. Pronunciation requires listening and speaking. Learning to perform a laboratory procedure requires physical practice. In each case, the subject matter drives instructional choices more than an individual’s preferred style. [My College]my.chartered.collegeMy CollegeThe problem with learning styles: debunking the meshing…22 Feb 2018 — The idea that catering to a learner's favoured sensory…
How Corrections Accidentally Create New Myths
Learning styles corrections can fail when they leave audiences with a false replacement belief.
One common replacement myth is that preferences are imaginary. Research does not support that claim. People often report consistent preferences for particular formats or activities. The evidence challenge concerns the instructional consequences of those preferences, not their existence. [Frontiers]frontiersin.orgFrontiers How Common Is Belief in the Learning Styles NeuromythFrontiersHow Common Is Belief in the Learning Styles Neuromyth…December 14, 2020 — by PM Newton · 2020 · Cited by 207 — Self-reported…
A second replacement myth is that differentiation is unnecessary. Critics of learning styles are not arguing that every pupil should receive identical instruction. Differences in background knowledge, reading skill, language proficiency, misconceptions and motivation remain highly important for teaching decisions. [Tech & Learning]techlearning.comTech & Learning Busting The Myth of Learning StylesDespite its deep-rooted presence in education, numerous studies, including those by Polly R. Husmann and Daniel T. Willingham, have found…
A third replacement myth is that multimodal teaching proves learning styles. Teachers often present information through speech, text, images and practice. This can be effective, but not because each learner is receiving their preferred style. Instead, multiple representations may support understanding by making important ideas clearer, reducing ambiguity or helping learners connect concepts. [The Learning Scientists]learningscientists.orgThe Learning ScientistsMatching instruction to preferred learning styles does not…April 7, 2022 — 7 Apr 2022 — This lures people to ac…
The strongest corrections explicitly address these misunderstandings rather than assuming audiences will infer the distinction on their own.
Better Alternatives for Planning Lessons
When educators abandon learning styles, they still need a practical framework for planning instruction. Corrections are more persuasive when they provide one.
A useful replacement principle is to match methods to content rather than to presumed learner types. This shifts the planning question from “What kind of learner is this pupil?” to “What representation best supports this concept?” [My College]my.chartered.collegeMy CollegeThe problem with learning styles: debunking the meshing…22 Feb 2018 — The idea that catering to a learner's favoured sensory…
Several evidence-informed alternatives are commonly recommended:
Use multiple representations when they serve understanding. Diagrams, examples, demonstrations and explanations can complement one another. Their value comes from clarifying content, not from satisfying learner categories. [Tech & Learning]techlearning.comTech & Learning Busting The Myth of Learning StylesDespite its deep-rooted presence in education, numerous studies, including those by Polly R. Husmann and Daniel T. Willingham, have found…
Focus on prior knowledge. Existing knowledge strongly influences what learners can understand and remember. Assessing what pupils already know is often more useful than assigning them a learning style label. [Aeon]aeon.cothe evidence is clear learning styles theory doesnt workAeonThe evidence is clear: learning styles theory doesn't work26 Jan 2023 — Yet, despite its appeal, there is simply no credible evidence…
Teach adaptable learning strategies. Recent discussions in the research literature increasingly distinguish learning strategies from learning styles. Instead of identifying a fixed learner type, students can learn to select strategies appropriate to different tasks and goals. [Springer Nature]link.springer.comNature Learning Styles, Preferences, or Strategies?An Explanation…by J Hattie · 2025 · Cited by 75 — The matching or meshing hypothesis suggests that if individuals are taught in their…
Avoid restrictive labels. Some students come to believe that they can only learn through one channel. Researchers and educators have warned that such labels may narrow learners’ willingness to engage with unfamiliar but useful forms of instruction. [Tech & Learning]techlearning.comTech & Learning Busting The Myth of Learning StylesDespite its deep-rooted presence in education, numerous studies, including those by Polly R. Husmann and Daniel T. Willingham, have found…
What an Effective Learning Styles Correction Looks Like
A weak correction says:
[learning]learning.comPreparing K-12 Students with Future-Ready…Effective, easy-to-follow lessons engage students in critical digital skills including digit… ng styles are a myth.
A stronger correction says:
People may prefer certain ways of receiving information, but research has not shown that matching teaching to those preferences reliably improves learning. Teachers should choose methods that fit the content and use approaches supported by evidence.
The second version succeeds because it preserves the kernel of truth while removing the unsupported claim. It answers the practical question of what educators should do instead, reducing the risk that belief simply shifts into a different misconception. Research on educator beliefs suggests that this distinction is especially important because confusion between preferences and instructional matching remains widespread. [Frontiers]frontiersin.orgFrontiers How Common Is Belief in the Learning Styles NeuromythFrontiersHow Common Is Belief in the Learning Styles Neuromyth…December 14, 2020 — by PM Newton · 2020 · Cited by 207 — Self-reported…
For educational myth correction more broadly, learning styles provide a useful lesson: the goal is not merely to destroy a misconception. It is to replace it with a more accurate, usable understanding that avoids creating a new myth in the process.
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Endnotes
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Source: aeon.co
Title: the evidence is clear learning styles theory doesnt work
Link: https://aeon.co/essays/the-evidence-is-clear-learning-styles-theory-doesnt-workSource snippet
AeonThe evidence is clear: learning styles theory doesn't work26 Jan 2023 — Yet, despite its appeal, there is simply no credible evidence...
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Source: deansforimpact.org
Title: Learning styles: what does the research say?
Link: https://www.deansforimpact.org/about/news-and-blog/2016/04/28/learning-styles-what-does-the-research-saySource snippet
| April 28, 201628 Apr 2016 — In their review, Pashler et al found only one study that gave even partial support to the meshing hypothesi...
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Source: nifdi.org
Title: Learning Styles: Is it learner modality?
Link: https://www.nifdi.org/news-latest-2/blog-hempenstall/401-content-modality-or-learner-modality-various-quotes-on-learning-stylesSource snippet
Or Content...They called this interaction the meshing hypothesis which states that an individual learns better when taught in a mode of...
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Source: link.springer.com
Title: Nature Learning Styles, Preferences, or Strategies?
Link: https://link.springer.com/article/10.1007/s10648-025-10002-wSource snippet
An Explanation...by J Hattie · 2025 · Cited by 75 — The matching or meshing hypothesis suggests that if individuals are taught in their...
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Source: learning.com
Link: https://www.learning.com/Source snippet
Preparing K-12 Students with Future-Ready...Effective, easy-to-follow lessons engage students in critical digital skills including digit...
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Source: youtube.com
Title: The Biggest Myth In Education
Link: http://www.youtube.com/watch?v=rhgwIhB58PASource snippet
Learning Styles - A Complete Myth...
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Source: youtube.com
Title: Learning Styles
Link: http://www.youtube.com/watch?v=o_SQrRa73U0Source snippet
Are Learning Styles a Myth? - Veritasium Reaction...
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Source: youtube.com
Title: Discover Your Learning Style
Link: http://www.youtube.com/watch?v=_IopcOwfsoUSource snippet
Learning styles myth explained evidence based education The Biggest Myth In Education Veritasium...
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Source: pubmed.ncbi.nlm.nih.gov
Link: https://pubmed.ncbi.nlm.nih.gov/26162104/Source snippet
PubMedLearning Styles: Concepts and Evidenceby H Pashler · 2008 · Cited by 5022 — Learning styles refers to the concept that individuals...
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Source: journals.sagepub.com
Title: j.1539 6053.2009.01038.x
Link: https://journals.sagepub.com/doi/abs/10.1111/j.1539-6053.2009.01038.xSource snippet
Sage JournalsLearning Styles: Concepts and Evidenceby H Pashler · 2008 · Cited by 5022 — The most common—but not the only—hypothesis abou...
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Source: frontiersin.org
Title: Frontiers How Common Is Belief in the Learning Styles Neuromyth
Link: https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2020.602451/fullSource snippet
FrontiersHow Common Is Belief in the Learning Styles Neuromyth...December 14, 2020 — by PM Newton · 2020 · Cited by 207 — Self-reported...
Published: December 14, 2020
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Source: learningscientists.org
Link: https://www.learningscientists.org/blog/2022/4/6-1Source snippet
The Learning ScientistsMatching instruction to preferred learning styles does not...April 7, 2022 — 7 Apr 2022 — This lures people to ac...
Published: April 7, 2022
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Source: my.chartered.college
Link: [https://my.chartered.college/impact_article/the-problem-with-learning-styles-debunkingSource snippet
My CollegeThe problem with learning styles: debunking the meshing...22 Feb 2018 — The idea that catering to a learner's favoured sensory...
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Source: apa.org
Link: https://www.apa.org/pubs/journals/features/edu-a0037478.pdfSource snippet
(2008), acceptable evidence in sup- port of the meshing hypothesis would show a crossover between two learning style...Read more...
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Source: techlearning.com
Title: Tech & Learning Busting The Myth of Learning Styles
Link: https://www.techlearning.com/news/busting-the-myth-of-learning-stylesSource snippet
Despite its deep-rooted presence in education, numerous studies, including those by Polly R. Husmann and Daniel T. Willingham, have found...
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Source: structural-learning.com
Title: Learning Styles: Do They Work?
Link: https://www.structural-learning.com/post/learning-stylesSource snippet
What Research Showsby P Main · 2026 · Cited by 2 — Studies (e.g. Pashler et al., 2008) show matching styles and teaching does not improve...
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Source: appstate.edu
Title: Learning Styles
Link: https://www.appstate.edu/~bromanfulksj/Pashler%20et%20al%20-%20Learning%20Styles.pdfSource snippet
Concepts and Evidenceby H Pashler · Cited by 2 — The most common-but not the only-hypothesis about the instructional relevance of learnin...
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Source: Wikipedia
Link: https://en.wikipedia.org/wiki/LearningSource snippet
LearningLearning is the process of acquiring new understanding, knowledge, behavior, skills, values, attitudes, and preferences. The a...
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Source: facebook.com
Title: Learning styles have been disproven by research
Link: https://www.facebook.com/100057794222624/posts/learning-styles-have-been-disproven-by-research-they-do-not-exist/1294359929167136/Source snippet
They do...Learning styles have been disproven by research. They do not exist. · The Role of Learning Styles in Student Success · "Learni...
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Source: structural-learning.com
Title: learning styles myth debunked
Link: https://www.structural-learning.com/post/learning-styles-myth-debunkedSource snippet
Pashler et al. (2008) reviewed 70+ studies and found virtually no evidence that matching...Read more...
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Source: bradfordvts.co.uk
Link: https://bradfordvts.co.uk/wp-content/onlineresources/teaching-learning/learning-personality-styles/learning%20styles%20-%20is%20it%20time%20to%20move%20on%20-%20opinion%20piece%20by%20coffield.pdfSource snippet
ected the notion of learning styles because its strong pedagogical tradition objects fundamentally...Read mor...
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Source: esl-curriculum.com
Title: Learning Styles
Link: https://esl-curriculum.com/learning-styles-effective-teaching-strategy-or-harmful-neuromyth/Source snippet
Effective Teaching Strategy or Harmful...We explore the concept of learning styles and discuss whether this timeless approach to persona...
Additional References
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Link: https://gc-bs.org/articles/from-styles-to-science-debunking-the-learning-styles-myth-and-embracing-an-evidence-based-framework-for-learning/Source snippet
Debunking the Learning Styles Myth and Embracing...Jan 12, 2026 — The central claim, known as the meshing hypothesis, that learning is o...
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Source: facebook.com
Link: https://www.facebook.com/edutopia/posts/-myth-busted-tailoring-instruction-to-students-preferred-learning-styles-has-no-/1040843741414906/Source snippet
Research reveals that matching teaching methods to supposed learning styles does not improve learning outcomes (...Read more...
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Source: mirjamglessmer.com
Title: the learning styles myth based on pashler et al 2008 nancekivell et al 2020
Link: https://mirjamglessmer.com/2021/06/25/the-learning-styles-myth-based-on-pashler-et-al-2008-nancekivell-et-al-2020/Source snippet
The learning styles myth (based on Pashler et al., 200825 Jun 2021 — Learning styles are a bit of a myth. When you ask people, yes, they...
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Source: reddit.com
Link: https://www.reddit.com/r/psychology/comments/5z4fq2/teachers_must_ditch_neuromyth_of_learning_styles/Source snippet
Granted some learn quicker, or appear to, but everyone has to do the actual thing being learned to truly learn it, not just about it.Read...
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Source: researchgate.net
Link: https://www.researchgate.net/figure/Acceptable-and-non-acceptable-evidence-for-the-meshing-hypothesis-A-Acceptable_fig1_369942709Source snippet
(A) Acceptable evidence for the meshing hypothesis requires a full crossover interaction.Read more...
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Source: blogs.northampton.ac.uk
Title: question whats your preferred learning style
Link: https://blogs.northampton.ac.uk/learntech/2016/06/16/question-whats-your-preferred-learning-style/Source snippet
northampton.ac.ukQuestion: What's Your Preferred Learning Style?16 Jun 2016 — The seminal reports about learning styles by Coffield et al...
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Source: bjorklab.psych.ucla.edu
Title: Pashler McDaniel Rohrer Bjork 2009 PSPI
Link: https://bjorklab.psych.ucla.edu/wp-content/uploads/sites/13/2016/07/Pashler_McDaniel_Rohrer_Bjork_2009_PSPI.pdfSource snippet
Stylesby H Pashler · Cited by 5025 — The most common—but not the only—hypothesis about the instructional relevance of learning styles is...
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Source: carlhendrick.substack.com
Title: the learning styles illusion debunking
Link: https://carlhendrick.substack.com/p/the-learning-styles-illusion-debunkingSource snippet
The Learning Styles Myth Persists And How It Damages...As the authors make clear, this is not just an underwhelming result; it is defini...
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Source: evidencebased.education
Title: the lingering learning styles myth
Link: https://evidencebased.education/resource/the-lingering-learning-styles-myth/Source snippet
The lingering 'learning styles' myth5 Aug 2024 — 'Learning styles' refers to the belief that individuals can be categorised into distinct...
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Source: pmc.ncbi.nlm.nih.gov
Title: PMCThe Modality-Specific Learning Style Hypothesis: A Mini-Review
Link: https://pmc.ncbi.nlm.nih.gov/articles/PMC6113575/Source snippet
Modality-Specific Learning Style Hypothesis: A Mini-Review...
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