Y11W04VC The learning-styles myth

If you went through school in the last forty years, you probably encountered this idea. Maybe a teacher asked you to take a survey about whether you were a visual, auditory, or kinaesthetic learner. Over 90 per cent of teachers still believe in learning styles. Almost no serious cognitive scientist does. This week's article examines one of the most successful — and empirically wrong — ideas in modern education.

Core Vocabulary

purporting

/pərˈpɔːtɪŋ/|pur·port·ing

verb (present participle)

Claiming or appearing to be something; presenting oneself as having a particular quality or authority.

Word Breakdown: From Old French "purporter" (to carry forward, maintain), from pur- (forth) + porter (to carry).

Word family: purport (v/n), purporting (v), purports (v), purportedly (adv)

Synonyms: claiming, pretending, alleging, professing, appearing

Collocations: purporting to be, purporting to show, purporting to demonstrate, research purporting

Example: Many education companies market products purporting to match teaching to individual learning styles, despite weak scientific evidence.

In the articleAcross the hundreds of papers purporting to support learning styles, very few used the rigorous design needed to actually test the meshing hypothesis.

rigorous

/ˈrɪɡərəs/|rig·or·ous

adjective

Extremely thorough, careful, and precise; conducted with strict attention to detail and scientific standards.

Word Breakdown: From Latin "rigorous" (stiff, hard), from "rigere" (to be stiff).

Word family: rigorous (adj), rigorously (adv), rigor (n), rigorousness (n), unrigorous (adj)

Synonyms: thorough, meticulous, careful, precise, exacting

Collocations: rigorous research, rigorous testing, rigorous methodology, rigorous analysis, rigorous evidence

Example: Rigorous experimental designs that control for placebo effects show no advantage to matching teaching style to learning preference.

In the articleAcross the hundreds of papers purporting to support learning styles, very few used the rigorous design needed to actually test the meshing hypothesis.

commissioned

/kəˈmɪʃənd/|com·mis·sioned

adjective/verb (past)

Officially ordered or requested; hired to produce something; authorized to take action.

Word Breakdown: From Latin "committere" (to entrust), combined with "missus" (sent). Com- (together) + mittere (to send).

Word family: commission (n/v), commissioned (adj), commissioning (n), commissioner (n)

Synonyms: ordered, hired, contracted, authorized, tasked

Collocations: commissioned study, commissioned research, commissioned by, newly commissioned, specially commissioned

Example: The British Psychological Society commissioned an independent review of learning-styles evidence.

In the articleThe 2008 review that should have ended it In 2008, four distinguished cognitive psychologists — Harold Pashler, Mark McDaniel, Doug Rohrer, and Robert Bjork — were commissioned by the journal Psychological Science in the Public Interest to conduct a comprehensive review of the evidence for learning styles.

persist

/pərˈsɪst/|per·sist

verb

To continue firmly or obstinately despite difficulty or opposition; to remain or endure.

Word Breakdown: From Latin "persistere" (to persevere), from per- (through) + sistere (to stand, cause to stand).

Word family: persist (v), persistent (adj), persistently (adv), persistence (n)

Synonyms: continue, persevere, endure, last, remain

Collocations: persist despite, persist in, persist with, persist through, persist even

Example: The learning-styles myth continues to persist in educational practice despite evidence showing no measurable benefit.

perpetuates

/pərˈpɛtʃueɪts/|per·pet·u·ates

verb (third person singular)

Makes something continue indefinitely; causes to persist or repeat over generations.

Word Breakdown: From Latin "perpetuare" (to make permanent), from "perpetuus" (continuous, eternal). Per- (thoroughly) + petere (to seek).

Word family: perpetuate (v), perpetuates (v), perpetuated (v), perpetual (adj), perpetually (adv)

Synonyms: maintains, sustains, continues, prolongs, extends

Collocations: perpetuates myth, perpetuates belief, perpetuates stereotype, perpetuates cycle

Example: Marketing to learning preferences perpetuates the myth because it creates the illusion of personalisation.

In the articleThe training system perpetuates it.

putative

/ˈpjuːtətɪv/|pu·ta·tive

adjective

Generally considered or reputed to be something, though not necessarily proven; assumed or supposed.

Word Breakdown: From Latin "putativus" (supposed, reputed), from "putare" (to think, reckon, consider).

Word family: putative (adj), putatively (adv)

Synonyms: alleged, supposed, presumed, reputed, assumed

Collocations: putative benefits, putative link, putative reason, putative evidence

Example: The putative benefits of matching instruction to learning styles remain unproven after decades of research.

In the articleGood teaching identifies and addresses those specific gaps — which is what differentiation ought to mean — rather than matching some putative learning style.

empirical

/ɪmˈpɪrɪkəl/|em·pir·i·cal

adjective

Based on observation, experience, or experiment rather than theory alone; supported by evidence.

Word Breakdown: From Greek "empirikos" (experienced), from "empeiria" (experience). Em- (in) + peira (attempt, trial).

Word family: empirical (adj), empirically (adv), empiricism (n), empiricist (n)

Synonyms: evidence-based, experimental, observed, practical, experiential

Collocations: empirical evidence, empirical research, empirical study, empirical findings, empirical support

Example: Empirical evidence consistently shows no advantage to instruction matched to learning-style preferences.

In the articleIt is also, according to almost every serious empirical review, wrong.

divergence

/daɪˈvɜːdʒəns/|di·ver·gence

noun

The process or point at which something divides into separate branches; a difference or departure from a standard.

Word Breakdown: From Latin "divergere" (to go in different directions). Di- (apart) + vergere (to turn, incline).

Word family: diverge (v), divergence (n), divergent (adj), divergently (adv), convergence (n)

Synonyms: separation, branching, deviation, difference, departure

Collocations: divergence between, divergence from, evolutionary divergence, viewpoint divergence

Example: There is a significant divergence between the popular belief in learning styles and what rigorous research actually shows.

Technical Terms

meshing hypothesis

/ˈmɛʃɪŋ haɪˈpɒθɪsɪs/|mesh·ing hy·poth·e·sis

noun phrase

the claim that instruction should be matched to a student's preferred learning style

Synonyms: learning-styles matching hypothesis, modality-matching theory, VAK hypothesis

Collocations: test the meshing hypothesis, meshing hypothesis research, meshing hypothesis predicts

Example: The meshing hypothesis predicts that visual learners should perform better with diagrams than with text — but controlled experiments consistently fail to find this advantage.

In the articleThe authors started from what they called the meshing hypothesis — the specific claim that instruction should be "meshed" with a student's preferred style (visual instruction for visual learners, auditory for auditory, and so on).

retrieval practice

/rɪˈtriːv(ə)l ˈpræktɪs/|re·triev·al prac·tice

noun phrase

study by attempting to recall information, rather than re-reading

Synonyms: practice testing, active recall, test-enhanced learning

Collocations: engage in retrieval practice, retrieval practice effect, retrieval practice strengthens memory

Example: Students who used retrieval practice — closing their notes and writing down everything they could recall — consistently outperformed re-readers on delayed tests.

In the articlePractical study advice, consistent with the research: focus on techniques that have genuine evidence behind them — retrieval practice, spaced repetition, interleaved practice, self-explanation, elaboration — rather than on matching your study technique to your supposed style.

spaced repetition

/speɪst ˌrɛpɪˈtɪʃ(ə)n/|spaced rep·e·ti·tion

noun phrase

learning technique that distributes reviews across time

Synonyms: distributed practice, spacing effect, spaced learning

Collocations: use spaced repetition, spaced repetition system, benefit of spaced repetition

Example: Rather than cramming the night before, she reviewed material at increasing intervals over several weeks — using spaced repetition to move information from short-term familiarity to durable retention.

In the articlePractical study advice, consistent with the research: focus on techniques that have genuine evidence behind them — retrieval practice, spaced repetition, interleaved practice, self-explanation, elaboration — rather than on matching your study technique to your supposed style.

interleaved practice

/ˌɪntəˈliːvd ˈpræktɪs/|in·ter·leaved prac·tice

noun phrase

mixing different kinds of problems or topics within a study session

Synonyms: mixed practice, varied practice, interleaving

Collocations: interleaved practice schedule, benefit of interleaved practice, interleaved with other topics

Example: Instead of completing all geometry problems before moving to algebra, she interleaved practice across both topics — making each session harder but producing noticeably better long-term retention.

In the articlePractical study advice, consistent with the research: focus on techniques that have genuine evidence behind them — retrieval practice, spaced repetition, interleaved practice, self-explanation, elaboration — rather than on matching your study technique to your supposed style.

cognitive load

/ˈkɒɡnɪtɪv ləʊd/|cog·ni·tive load

noun phrase

the total mental effort demanded by a task

Synonyms: mental load, processing demand, cognitive demand

Collocations: reduce cognitive load, cognitive load theory, high cognitive load

Example: A poorly designed form increases cognitive load by requiring users to remember too many steps — a burden that leaves less mental capacity for the actual decision being made.

In the articleStudents with lower working memory capacity benefit more from instruction that carefully limits cognitive load.

Figurative Phrases

along these lines

in this general direction

Etymology/Type: non-literal, no actual lines

Synonyms: in this direction, in this vein, on this general approach

Example: She wanted her students thinking along these lines — not mimicking the exact argument, but understanding the general structure that made it convincing.

In the articleMaybe you still believe something along these lines about yourself.

quietly draining

gradually exhausting without notice

Etymology/Type: figurative, not literal drainage

Synonyms: subtly exhausting, insidiously depleting, gradually sapping energy

Example: The constant effort to plan lessons around each student's supposed learning style was quietly draining — requiring significant time for no measurable benefit.

In the articleAnd yet the belief persists, taught in schools, invoked in conversations, used to explain students' struggles, and quietly draining time and effort that could go into techniques that do work.

comes along

arrives, as with better research

Etymology/Type: idiomatic; 'along' doesn't add literal meaning

Synonyms: appears, emerges, arrives on the scene

Example: When a more effective teaching method comes along, it rarely displaces the old approach immediately — habit, training, and institutional inertia all provide resistance.

In the articleSomething that sounds plausible gets taught, gets repeated, gets baked into teacher training, and by the time better research comes along, a generation has built careers on the earlier idea.

baked into

firmly embedded

Etymology/Type: metaphor from cooking, meaning made integral to

Synonyms: built into, embedded in, inherent in

Example: The assumption that students needed instruction matched to their individual style was so thoroughly baked into teacher training that few practitioners ever questioned it.

In the articleSomething that sounds plausible gets taught, gets repeated, gets baked into teacher training, and by the time better research comes along, a generation has built careers on the earlier idea.

cautionary tale

a story that warns

Etymology/Type: idiomatic compound; meaning beyond literal warning story

Synonyms: warning story, instructive failure, object lesson

Example: The rapid adoption of learning-styles theory in schools worldwide, without adequate evidence, serves as a cautionary tale about the gap between popular belief and research findings.

In the articleThe broader lesson The story of learning styles is, in one sense, a cautionary tale about the persistence of comforting ideas.

accidentally stumble toward

approach something by chance

Etymology/Type: figurative 'stumble', not physical

In the articleBeyond these individual differences, there's a second finding that the learning-styles enthusiasts sometimes accidentally stumble toward: content should be taught in the mode that best fits the content.

Confusing Words

purporting vs proposing

These near-synonyms both describe claims being put forward, but they carry very different implicit judgements about the credibility of those claims.

  • purporting — claiming or appearing to be something, often with an implied doubt about whether the claim is genuine or justified. A theory purporting to explain all learning differences signals scepticism: the word flags that the claim has not been validated. It is the language of critical distance.
  • proposing — putting something forward openly for consideration and evaluation, without any built-in scepticism. A scientist proposing a hypothesis is offering it sincerely for testing. The word carries no suggestion that the claim is likely to be false.

If you want to signal doubt or scepticism about a claim, use purporting. If presenting a genuine idea openly for consideration, use proposing.

empirical vs theoretical

These words describe two fundamentally different sources of knowledge — observation of the world, and reasoning from principles.

  • empirical — based on evidence from observation, experiment, or measurement. An empirical finding is something demonstrated in data: you can point to the study, the participants, and the results. Empirical knowledge is grounded in what has actually been tested and observed.
  • theoretical — derived from abstract reasoning, principles, or models rather than direct observation. A theoretical claim makes sense given a framework; it may or may not have been tested empirically. In science, a theoretical prediction often precedes and motivates empirical investigation.

If the claim comes from observed data and experiment, use empirical. If the claim comes from reasoning and modelling, use theoretical.

perpetuates vs perpetrates

These paronyms look and sound similar but describe entirely different kinds of action — one about continuation, the other about commission.

  • perpetuates — keeps something going; causes it to continue or be maintained over time. A myth is perpetuated when it keeps being repeated and believed. There is no implication that the person perpetuating something intended harm — only that they are sustaining it.
  • perpetrates — commits an act, usually a harmful or illegal one. A fraud is perpetrated; a crime is perpetrated. The word implies intentionality and wrongdoing. It belongs to the language of responsibility, fault, and deliberate action.

If describing something being kept going or sustained over time, use perpetuates. If describing the deliberate commission of a wrongful act, use perpetrates.