“…Moreover, on-time graduation has been related to other student sociodemographic characteristics such as place of residence [32,[37][38][39], gender, although the research is inconclusive [33,37,40], age and marital status [40], and family characteristics associated with the support provided and education level [30,36,40,41]. In addition, academic factors prior to university entry have been identified, such as high school grades [30,32,40,42,43] and admission test results, particularly in mathematics and language [30,38,44]. Nevertheless, some studies such as Al-Nassar et al [45] do not agree with this assertion, maintaining that academic information prior to university is not relevant to their research.…”