Learning Styles, Preferences, or Strategies? An Explanation for the Resurgence of Styles Across Many Meta-analyses

2025/04/01 by John Hattie, Timothy O’Leary · 2 voices · 38 citations
Medicine · Neuroscience · Psychology · #Cognition #Cognitive psychology #Cognitive style #Creativity in Education and Neuroscience #Developmental psychology #Educational psychology #Learning Styles and Cognitive Differences #Learning styles #Medicine #Meta-analysis #Neuroscience #Neuroscience, Education and Cognitive Function #Psychology #Social psychology

paper · pdf · doi:10.1007/s10648-025-10002-w

published in Educational Psychology Review 37(2) (Springer Science+Business Media)

openalex publication_date 2025/04/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/08/04

Abstract

Abstract The persistence of learning styles as a concept in educational discourse and research is paradoxical, given the overwhelming evidence discrediting the matching hypothesis, the notion that aligning teaching methods with students’ preferred learning styles enhances achievement. This paper examines the resurgence of learning styles across meta-analyses and proposes an explanation for their enduring appeal. Drawing on 17 meta-analyses, we distinguish between studies testing the matching hypothesis (effect size d = .04) and correlational studies (average correlation r = .24), revealing that the latter often conflates learning styles with learning strategies. Much of the research is flawed, and the argument is that there needs to be a shift away from matching learning styles toward teaching students adaptable and effective learning strategies that align more closely with task complexity and learning goals.

Citations

• Beware the myth: learning styles affect parents’, children’s, and teachers’ thinking about children’s academic potential

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Discussions

• "The key takeaway point is that matching teaching with students’ learning preferences has very little impact, and many more effective interventions exist....An important message from this article is t [bsky, 25 points, 1 comments]
• For a compelling synthesis of extant evidence discrediting the concept of learning styles, see also: doi.org/10.1007/s106... [bsky, 1 points, 0 comments]

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