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Summary

Pessimistic aspects

Cost-benefit analysis is a quite complex task

Even if the formula is found, there is very little of data to

use

Graduates often move horizontally to different professions

There is a multitude of job titles related to a particular

academic degree

Optimistic aspects

There is so much room for improvement of retention rates

There is a lot of commitment from universities and

government to introduce improvement programmes (FYE at

Unisa)

Cost-benefit analysis may be one of the important factors

for the approval and continuation of improvement

programmes.

Data science tools can be easily utilized to provide the

values for various parameters