Monday 10 March 2025
The complex interplay between education and socio-environmental factors is a topic of growing importance in today’s society. A team of researchers has recently developed an ontology, or conceptual framework, aimed at better understanding these relationships and their impact on educational outcomes.
The Social Determinants of Education (SDoEd) ontology is a comprehensive framework that categorizes various factors influencing education into six main areas: cultural, economic, institutional, neighborhood, parental, and health-related. These categories are then further broken down into more specific sub-concepts, allowing for a nuanced exploration of how these factors interact with one another.
One of the key challenges in studying social determinants of education is the sheer complexity of the topic. Educational outcomes are influenced by a vast array of socio-environmental factors, from economic stability to access to healthcare. The SDoEd ontology provides a standardized framework for organizing and representing this knowledge, making it easier to identify patterns and relationships between different factors.
The development of the SDoEd ontology involved a human- AI collaborative approach, with researchers using natural language processing techniques to generate potential concepts and relationships. These were then validated through a review of relevant scholarly articles and expert evaluation.
One of the most significant benefits of the SDoEd ontology is its ability to facilitate communication among experts from different fields. By providing a common language and framework for understanding social determinants of education, the ontology can help bridge gaps between educators, policymakers, and healthcare professionals.
The potential applications of the SDoEd ontology are vast. For example, it could be used to develop targeted interventions aimed at addressing specific socio-environmental factors that are impeding educational progress. It could also inform policy decisions by providing a data-driven understanding of how different social determinants impact education outcomes.
The development of the SDoEd ontology is an important step towards better understanding the complex relationships between education and socio-environmental factors. By providing a standardized framework for organizing this knowledge, it has the potential to improve educational outcomes and promote equity.
The SDoEd ontology is available online, allowing researchers and practitioners to explore its contents and potential applications in depth. As research continues to evolve and new findings emerge, the ontology will continue to be refined and updated, providing a dynamic and evolving tool for understanding social determinants of education.
Cite this article: “Unlocking the Complexity of Education: The Social Determinants of Education Ontology”, The Science Archive, 2025.
Education, Socio-Environmental Factors, Ontology, Social Determinants, Complexity, Framework, Natural Language Processing, Communication, Policy Decisions, Equity.
