student dropout is a challenging task in higher education[1] and it is reported that about one fourth of students dropped college after their first year [1-3].
recent study results show that intervention programs can have significant effects on dropout, especially for the first year. To effectively utilize the limited support resources for the intervention programs, it desirable to identify in advance students who tend to need the support most.