Since social connectedness is critical to student retention, colleges and universities have vested interest in identifying and providing assistance as early as possible. When students are struggling to fit in, a great deal of campus energy is invested in welcoming each new cohort of students and planning events to facilitate a sense of belonging.…

The metrics used in the US to track students do not include adults and part-time students. This has led to the development of a massive data initiative--the Predictive Analytics Reporting (PAR) framework--that uses predictive analytics to trace the progress of all types of students in the system. This development has allowed actionable,…

Underprepared students come to community colleges and many four-year colleges because they have hope for a better life and the courage to attempt something difficult. But having dreams and aspirations is not enough: Without some sort of intervention and support, a student's chances of completing college are poor. Many challenged students…

Learning Analytics (LA) has been identified as one of the top technology trends in higher education today (Johnson et al., 2013). LA is based on the idea that datasets generated through normal administrative, teaching, or learning activities--such as registrar data or interactions with learning management systems--can be analyzed to enhance…

Over the past year, in a process to select the winner of the Aspen Prize for Community College Excellence, the Aspen Institute has convened national experts to define and determine how to measure "excellence," to identify community colleges with high levels of student success, and to help more community colleges understand what can be done to…

In this article, the author describes the growth and acceptance of achievement tests, such as the Scholastic Aptitude Test (SAT), over the past century, advocating that many SAT claims of equity, uniformity, technical reliability, and prediction, over traditional measures of academic achievement have been found to be illusory. Summarizing a series…