Unsuccessful Course Completion and Student Success

These reports explore the association between an unsuccessful course completion (defined as earning a D, F, or U grade) in undergraduate courses on retention and graduation for first-time, full-time (FTFT) students. A student with no unsuccessful course completions has a predicted freshman retention rate of 95.2% compared to 88.0% for an identical student with at least […]

Associations Between Student Attributes and Success

The April 2021 report uses logistic regression models to illustrate the associations between student attributes (e.g., gender, race/ethnicity, high school GPA, etc.) and measures of persistence and graduation. We estimate how much more (or less) likely a student is to persist to 2nd fall or graduate within 4-6 years by having a certain attribute, relative […]

Academic Predictors of Success

The number of institutions of higher education using Test Optional Policies (TOPs) in admissions decisions has increased significantly in recent years, including a growing number of 4-year Colorado institutions (Colorado College, University of Denver, Colorado Christian University, and Metropolitan State University). Recent national research indicates that institutions that adopt a test-optional admissions policy experience an increase in applications as […]