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,…