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Updated: Sep 7, 2026

Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
Published on: June 30, 2020
Mapping perceived training gaps in educational neuroscience among Brazilian teachers
Marcela Prado Siqueira1,2, Analía Arévalo2, Guilherme Lepski1,2,3
1Department of Psychiatry, Medical School, University of São Paulo, São Paulo, Brazil.
Abstract:
Educational neuroscience has attracted substantial interest from teachers, but professional-development programs are often designed without a formal assessment of the difference between what educators believe they know and what they wish to learn. This secondary analysis of a cross-sectional survey examined perceived training needs in educational neuroscience among 204 active Brazilian teachers. Participants rated, on six-point scales (0-5), their self-perceived knowledge and their desire to learn more about 10 neuroscience-related topics. We defined a training-gap indicator as the within-participant difference between desired knowledge and self-perceived knowledge, ranging from -5 to +5. Positive values indicated a perceived need for further training. Overall self-perceived knowledge was 2.86 ± 1.04, whereas desire to learn was 3.88 ± 1.10, producing a mean global training gap of 1.01 ± 1.15. A positive global gap was present in 69.6% of participants. All 10 topics showed significant positive gaps after false-discovery-rate correction. The largest gaps concerned neurodevelopment and brain plasticity, the adolescent brain, dyslexia/dysgraphia/dyscalculia, learning disorders, and attention-deficit/hyperactivity disorder. Global training needs did not differ by school sector or teaching level and were not independently associated with age, teaching experience, gender, or disciplinary background. Training-format preferences differed significantly, with individual reading and remote modalities rated more highly than in-person formats, although the overall effect size was small. These findings suggest that perceived demand for educational- neuroscience training is broad rather than confined to specific teacher subgroups. A topic-prioritized, flexible, and scientifically grounded curriculum may therefore be more useful than narrowly targeted initiatives based only on demographic or institutional characteristics.
