In the current educational system students who require additional classroom support must demonstrate prolonged academic failure in order to receive services. This "wait-to-fail" model poses significant problems for youth with academic, behavioral, and emotional challenges. Once a student experiences academic failure, they are at an…

This paper reports on the process involved in attempting to build a predictive model capable of identifying students at risk of failure in a first year accounting unit in an Australian university. Identifying attributes that contribute to students being at risk can lead to the development of appropriate intervention strategies and support…