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Mthokozisi Masumbika Ncube; Patrick Ngulube – Discover Education, 2025
The potential of data analytics in higher education is well acknowledged. Yet, there is a notable gap in the literature regarding the practical application of theoretical frameworks for its implementation and evaluation. While research has investigated data analytics for personalised learning, student success prediction, and programme assessment,…
Descriptors: Data Analysis, Learning Analytics, Higher Education, Postsecondary Education as a Field of Study
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Mio Takei; Stephen R. Porter; Paul D. Umbach; Junji Nakano – Research in Higher Education, 2024
As the number of articles on postsecondary topics expands, new methods are required to quantitatively understand the literature. Previous scholars looking at the higher education literature use manual coding, which limits the number of years that can be studied, or network analysis of citations and words, which does not yield groupings of articles…
Descriptors: Educational Research, Postsecondary Education as a Field of Study, Literature Reviews, Research Design