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Tertiary institutions face the problem of students not completing their first year successfully, and taking too long to graduate. Tshwane University of Technology wanted to develop a statistical model to predict first-year success of research and development at the university. The university completed a research project on student retention at the Pretoria campus of the University. Using SAS business intelligence software, the university is designing a model that can assist in improving first-year student retention, get students to finish more quickly and limit the number of drop-outs.

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