Advancing STEM education research with ontology

Research in STEM education is rapidly growing. Many terms in use have no shared meanings, making knowledge dissemination and accumulation difficult, if not impossible. With new terms constantly added to the literature, and often inconsistently used, there is a need for a common framework of STEM education terms. There is also a need to “take stock” of what has been accomplished in the field. To that end, we propose the adoption of standards and techniques from the field of ontology engineering to construct a shared vocabulary system that defines a universe of terms and formal relations among them, to address this challenge. We created a reference ontology, STEM Identity Ontology (STEMIO), and a domain ontology, Science Teacher Identity Ontology (STIO), to demonstrate how ontologies can be leveraged to improve existing STEM identity data and future research in the area. Ontology engineering has been successfully deployed across research in medicine, engineering, social science, and education; it has potential to facilitate research in STEM education.

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Publication Details

Journal
Disciplinary and Interdisciplinary Science Education Research
Published
2026-01-14
DOI
https://doi.org/10.1186/s43031-025-00153-9
Primary Topic
Science Education and Pedagogy
Type
article
Field-Weighted Citation Impact
0.00
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article

Advancing STEM education research with ontology

X. L. Liu, John Beverley, Jennifer Tripp, Jaron Cheung
Disciplinary and Interdisciplinary Science Education Research
Science Education and Pedagogy
article

Advancing STEM education research with ontology

X. L. Liu, John Beverley, Jennifer Tripp, Jaron Cheung
article en

Abstract

Research in STEM education is rapidly growing. Many terms in use have no shared meanings, making knowledge dissemination and accumulation difficult, if not impossible. With new terms constantly added to the literature, and often inconsistently used, there is a need for a common framework of STEM education terms. There is also a need to “take stock” of what has been accomplished in the field. To that end, we propose the adoption of standards and techniques from the field of ontology engineering to construct a shared vocabulary system that defines a universe of terms and formal relations among them, to address this challenge. We created a reference ontology, STEM Identity Ontology (STEMIO), and a domain ontology, Science Teacher Identity Ontology (STIO), to demonstrate how ontologies can be leveraged to improve existing STEM identity data and future research in the area. Ontology engineering has been successfully deployed across research in medicine, engineering, social science, and education; it has potential to facilitate research in STEM education.

Disciplinary and Interdisciplinary Science Education ResearchVol. 8(1)
University of Macau (MO), University at Buffalo, State University of New York (US)
Quality Education
Openalex Percentile: Top 90%
Science Education and Pedagogy
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