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Exploring Latent Topics and International Research Trends in Competency-Based Education Using Topic Modeling

Authors
Paek, SeungsuUm, TaehunKim, Namhyoung
Issue Date
Jun-2021
Publisher
MDPI
Keywords
competency-based education (CBE); topic modeling; Latent Dirichlet allocation (LDA); research trends; competencies
Citation
EDUCATION SCIENCES, v.11, no.6
Journal Title
EDUCATION SCIENCES
Volume
11
Number
6
URI
https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/81659
DOI
10.3390/educsci11060303
ISSN
2227-7102
Abstract
Recently, there has been growing educational interest in competency. Global organizations, such as the United Nations (UN) and Organization for Economic Co-operation and Development (OECD), which are leading the discourse on education reform, are undertaking the lead in spreading awareness regarding competency education. Since 2015, the number of published articles on competency education has been rapidly increasing. This paper aims to provide significant implications for creating a sustainable future of competency education. A topic modeling method was used to empirically analyze latent topics and international research trends in 26,532 articles published on competency-based education (CBE). As a result of the analysis, 15 topics were derived, including "approach to competency development." In addition, five topics including "learning skills" and "teacher training" were found to be hot topics with the increasing article publication. The rapidly changing modern society is calling for a transformation in education. We hope that the results of this study paves the way for further research exploring new directions for education, such as competency education.
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사회과학대학 > 응용통계학과 > 1. Journal Articles
교육대학원 > 교육학과 > 1. Journal Articles

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Paek, Seung Su
Graduate School of Education (Theory of Education)
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