Since 1990, Indiana's 21st Century Scholars program has been leading the way as a model for early college promise programs across the country. It is Indiana's promise to students that no matter life's circumstances or obstacles, college is an option for them. In this report, students are broken out into three groups by income level: scholars,…

Colleges and universities employ conditional admission policies to identify students with subpar academic qualifications, who may need additional support to succeed. Using institutional data of more than 2,000 students, the study applies labeling theory to a quasi-experimental design (difference-in-differences testing), measuring the effects of a…

Identifying at-risk students at an early stage is a challenging task for colleges and universities. In this paper, we use students' oncampus network traffic volume to construct several useful features in predicting their first semester GPA. In particular, we build proxies for their attendance, class engagement, and out-of-class study hours based…

The Indiana Commission for Higher Education's College Readiness Reports are designed to provide information on students entering college. The reports encompass the first year of college for students who graduated from high school during the previous academic year, and the College Readiness dashboard provides a closer look at longer-term outcomes…

The National Survey of Student Engagement (NSSE) documents dimensions of quality in undergraduate education and provides information and assistance to colleges, universities, and other organizations to improve student learning. Its primary activity is annually surveying college students to assess the extent to which they engage in educational…

Beginning in 1985, freshmen enrolled on a part-time basis in associate degree programs in Indiana postsecondary institutions were tracked for eight semesters to determine rates of retention and attrition. In 1985, associate degree-seeking freshmen with a declared major constituted 12% of the total undergraduate population in the state, and 74% of…