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Argument mapping improves critical thinking skills: A systematic review

Davies, Martin et al. · 2026
PhilArchive · Papers · 2026
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philosophy
Argument mapping has been claimed to produce significant gains in critical thinking skills. This systematic review analyses extant studies using argument mapping techniques on various student cohorts worldwide over a 34-year period. We reviewed Scopus, Web of Science and EBSCOhost databases for literature that adopted a pre-test, post-test experimental format with several participant groups. We found 86 usable documents, 56 journal articles, 27 conference papers, 1 book chapter, and miscellaneous other publication types. The PRISMA checklist was used as the systematic review protocol. Effect sizes were calculated using Cohen’s d, Glass’s Δ for unequal standard deviations. and Hedges’ g for unequal sample sizes between groups. A utility function was used to combine disparate data into a “decomposed” single mean and a standard deviation. Taken collectively, results indicated that there is measurable improvement in critical thinking as a result of argument mapping interventions, as indicated by higher means of treatment groups compared to control groups, and higher post-test means than pre-test means for both control and treatment groups. Expressed in terms of a normalised gain, this provides a measure of the effectiveness of a course in promoting conceptual understanding—a proxy for “critical thinking”. While heterogeneity in various studies was a significant limitation, we calculated a population-based combined effect size using this meta-analysis algorithm for all studies with post-test SD, N and d values. This resulted in a large effect resulting from argument mapping interventions used to improve students’ critical thinking. We conclude that argument mapping is a potentially promising technique for improving critical thinking skills.
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