Evidence map›Paper›PMID 42783101›Full record

ArticleEuropean journal of investigation in health, psychology and education2026

Psychometric Validation of the STEM Disciplines Attitude Scale (SDAS): Investigating Measurement Invariance and Psychological Correlates in Italian High School Students.

Angelo Fumia, Luana Sorrenti, Carmelo Mario Vicario, Francesca Ferraioli, Simona Massimino, Rosa Angela Fabio, Pina Filippello, Daniele Mollaioli

Abstract read
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Article in European journal of investigation in health, psychology and 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.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Angelo FumiaDepartment of Health Sciences, 'Magna Graecia' University of Catanzaro, 88100 Catanzaro, Italy.ORCID 0000-0001-5815-5302
Luana SorrentiDepartment of Clinical and Experimental Medicine, University of Messina, 98125 Messina, Italy.ORCID 0000-0002-5616-0498
Carmelo Mario VicarioDepartment of Cognitive, Psychological, Educational and Cultural Studies, University of Messina, 98121 Messina, Italy.ORCID 0000-0001-7557-9078
Francesca FerraioliDepartment of Cognitive, Psychological, Educational and Cultural Studies, University of Messina, 98121 Messina, Italy.
Simona MassiminoDepartment of Cognitive, Psychological, Educational and Cultural Studies, University of Messina, 98121 Messina, Italy.ORCID 0000-0001-5107-5393
Rosa Angela FabioDepartment of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, 98125 Messina, Italy.ORCID 0000-0001-7065-1528
Pina FilippelloDepartment of Clinical and Experimental Medicine, University of Messina, 98125 Messina, Italy.
Daniele MollaioliDepartment of Clinical and Experimental Medicine, University of Messina, 98125 Messina, Italy.ORCID 0000-0001-5947-3310

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Promoting positive student attitudes toward STEM is essential for fostering innovation; however, many existing measures do not adequately distinguish attitudes across specific disciplines, particularly within hard sciences such as physics and chemistry. This study presents the development and validation of the STEM Disciplines Attitude Scale (SDAS). Across three studies involving 2577 high school students, Exploratory and Confirmatory Factor Analyses supported a 25-item, five-factor structure assessing attitudes toward Mathematics, Physics, Chemistry, Engineering, and Science and Technology. The SDAS showed good internal consistency and strong convergent and discriminant validity. Measurement invariance analyses demonstrated full invariance across grade levels and metric invariance across genders. Gender comparisons indicated more positive attitudes among males in mathematics, physics, engineering, and science and technology, whereas no gender differences emerged in chemistry. Correlational and regression analyses identified Mastery Orientation and Problem-Solving Confidence as positively related to attitudes across several STEM domains. Learned Helplessness and Emotional Control showed more discipline-specific associations, particularly for Mathematics and Engineering. The SDAS fills an important measurement gap by providing a reliable tool for assessing discipline-specific STEM attitudes and their psychological correlates, thereby supporting both research and educational interventions.

Indexed as

hard sciencespsychometric validationsecondary educationSTEM interest

Identifiers

PMID42783101
PMCPMC13605343

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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.