“…In higher education, significant attention to the predictors of academic achievement is motivated by several needs, such as the need to determine admissions criteria (Touron, 1987;Young, 1989;Tickell & Smyrnios, 2005;Holt et al, 2006), evolve admissions criteria to reflect changing programmes (Lawrence & Pharr, 2003), or to identify teaching methods or students' approaches to study (Scouller, 1998;Chemers et al, 2001;Wagner et al, 2001;Harlow et al, 2002;Alfan & Othman, 2005;Handelsman et al, 2005;Giles et al, 2006) that help promote academic achievement. However, analysis of student achievement during the year can be used for many other purposes as well; and these seem not to have been studied before in the literature.…”