An estimated 1,400 colleges and universities nationwide have invested in predictive analytics technology to identify which students are at risk of failing courses or dropping out, with spending estimated in the hundreds of millions of dollars. How accurate and stable are those predictions? The authors put six predictive models to the test to gain…

Prompted by changing demographics, economic pressures, and global competition, Texas and members of the Southern Regional Education Board adopted policies to boost minority enrollment and success in higher education around the turn of the century. This study draws upon IPEDS graduation rate data for a benchmark year, 2002, and for 2006 through…

A large majority of full-time students pursuing bachelor's degrees at four-year colleges and universities in the United States attend public universities. The struggle, therefore, to improve educational attainment and reduce the marked disparities in outcomes that lead to greater inequalities of all kinds will take place mainly within our nation's…

Now that all 50 states and the District of Columbia are building statewide longitudinal data systems, the next step is to ensure that the information in these systems is used to improve student learning. The Data Quality Campaign (DQC) has identified 10 actions that states can take to ensure that the right data are available and accessible and…

Despite many accomplishments and a widely-praised system, there remain significant challenges to address in higher education in Virginia: (1) Although the state performs well in six-year graduation rates for bachelor degree programs, graduation rates at specific four-year institutions range from the very high end of the spectrum to the very low;…