Low achievement in mathematics begins long before students arrive at college. National data shows that between 60% and 75% of high school seniors in the U.S. are underprepared for college-level mathematics and may end up enrolling in developmental mathematics. Developmental mathematics refers to mathematics courses taken in college that are…

The need to improve student success in community colleges has resulted in a growing interest in developmental mathematics. Yet there remains a need to understand the motivations and beliefs of developmental mathematics students in order to cultivate their success. Self-efficacy has been identified to be a predictor of student success. Little is…

This paper discusses the result of a statewide research effort in California to improve the accuracy of student placement in math and English in the California Community College system. We apply decision tree methods to high school and college transcript data to identify key measures of high school achievement that predict success in ten levels of…

Now, more than ever, more adults must earn college credentials in order to earn family sustaining wages and to help fuel and sustain a robust national economy. That means that institutions of higher education must do all they can to help adult students enroll in college and complete a postsecondary credential. Achieving the Dream emphasizes a…

The Australian federal government recently set a challenging national aim: By 2020, 20% of higher education enrolment at the undergraduate level will include students from low socioeconomic backgrounds. Although refugee-background students are often members of the targeted sub-population, their educational journeys frequently require special forms…

Previously we showed how we measured pedagogy and revealed its association with learning outcomes of sixth-form college mathematics students. In this project we followed a similar approach to the study of university transition. We particularly sought to identify the students' perceptions of the transitional experience, and measure the association…

The 7th International Conference on Education Data Mining held on July 4th-7th, 2014, at the Institute of Education, London, UK is the leading international forum for high-quality research that mines large data sets in order to answer educational research questions that shed light on the learning process. These data sets may come from the traces…