https://repositorio.unemi.edu.ec/xmlui/handle/123456789/8175 Depósito de artículos científicos de docentes investigadores en etapa de revisión previa a su publicación. 2026-03-07T10:49:38Z https://repositorio.unemi.edu.ec/xmlui/handle/123456789/8176 Title: Analysis of the Subareas of Education in Universities of a Developing Country: from a Multivariate Perspective Authors: Villacís Macías, Carolina Daysi; Laz Figueroa, Kenia Layli; Rey Martin, Carina; Peralta Gamboa, Dennis Alfredo Abstract: This study focuses on an analysis of scientific production in the field of education within universities in developing countries For this purpose academic articles were classified into 17 predefined subareas Higher Education Educational Technology Educational Policy Inclusive Education Pedagogy and Didactics Science Education and Mathematics A keyword analysis algorithm was designed to identify and classify publications in these subareas using key terms present in the titles abstracts and authors keywords This study used the multivariate HJBiplot technique to visualize the relationship between Ecuadorian universities and the research subareas in which they concentrated their scientific production The results indicated that both public and private universities focus their research on key areas such as Higher Education Science and Mathematics Education Educational Technology and Inclusive Education with significant differences in the correlations between subareas In particular private universities show a strong correlation between Educational Technology and Health and Wellness Education whereas the correlation between Inclusive Education and Science and Mathematics Education is weak Additionally low representation was identified in emerging subareas such as Educational Policy and Neuroeducation underscoring the need to foster more research in these areas 2026-01-01T00:00:00Z