Evidence map›Paper›PMID 42693459›Full record

ArticleBMC medical education2026

Exploratory study of protective factors against belief in neuromyths in in-service teachers at Brazilian vocational-technical high school.

Drielly Duarte Teixeira, Marco Aurelio Oliveira, Jeann L Sabino-Carvalho, Alexandre Aparecido de Almeida

Abstract read
In one paragraph

Article in BMC medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Drielly Duarte TeixeiraInstituto Federal de Educação, Ciência e Tecnologia do Tocantins, Zona Rural, Campus Araguatins, Povoado Santa Teresa - Km 05, Araguatins, TO, CEP 77.950-000, Brazil.
Marco Aurelio OliveiraInstituto Federal de Educação, Ciência e Tecnologia do Tocantins, Zona Rural, Campus Araguatins, Povoado Santa Teresa - Km 05, Araguatins, TO, CEP 77.950-000, Brazil.ORCID http://orcid.org/0000-0003-3993-9982
Jeann L Sabino-CarvalhoFaculty of Physical Education, University of Brasília, Asa Norte, Brasília, DF, CEP 70910-900, Brazil.ORCID http://orcid.org/0000-0002-8482-5135
Alexandre Aparecido de AlmeidaInstituto Federal de Educação, Ciência e Tecnologia do Sudeste de Minas Gerais, Campus Barbacena, Rua Monsenhor José Augusto, nº 204, Bairro São José, Barbacena, MG, CEP 36205-018, Brazil. alexandre.aparecido@ifsudestemg.edu.br.ORCID http://orcid.org/0000-0002-9045-7826

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundVocational-technical teachers are essential in preparing students, but their understanding of neuroscience remains understudied.

methodsThis study examined the prevalence of neuromyths and knowledge about the brain among 130 Brazilian vocational-technical teachers, along with influencing factors. Participants, with an average of 16.8 years of experience, responded to 32 statements (7 neuromyths, 25 neuroscience items).

resultsResults revealed 51.21% endorsement of neuromyths, with "preferred learning styles" most prevalent (87%). Neuroscience literacy was moderate (69.83% correct), peaking in neuroplasticity (89.23%) and continuous brain activity (95.38%). Regression analyses revealed that teachers with backgrounds in health (β = 8.42) or humanities (β = 7.34) and those who sought scientific information from multiple sources (β = 14.33) exhibited greater knowledge about the brain. Conversely, teaching at the technical high school level (β = -7.18) was associated with lower knowledge about the brain. Knowledge about the brain (β = -0.48) and academic background in human science (β = -13.38) reduces the belief in neuromyths, while single marital status (β = 9.78) increases these beliefs.

conclusionAmong Brazilian vocational-technical in-service teachers, the most prevalent neuromyth was the belief that individuals learn best through their preferred learning style. These findings emphasize the urgency of tailored continuing education programs for this group, addressing misconceptions and enhancing evidence-based pedagogical practices.

Indexed as

Health Knowledge, Attitudes, PracticeSchool TeachersVocational EducationAdultBrazilFemaleHumansMaleProtective FactorsKnowledge about the brainNeuromythTeachersVocational-technical high school

Identifiers

PMID42693459
PMCPMC13539801

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.