This study analyzed student characteristics that impact persistence among first-year students attending a large, metropolitan community college. The Cooperative Institutional Research Program (CIRP) Freshmen Survey was administered to first-time students during orientation. Factor analysis was used to classify students' personality and behavioral characteristics and discriminant function analysis was used to predict retention or attrition. The discriminant model accurately predicted retention in 78.8% of the cases. Findings suggested that student characteristics impacting persistence can be classified into three categories: barriers, motivations and aspirations, and expectations. Among the strongest predictors of attrition were the number of developmental classes required, the intention to transfer to a four-year institution, and the expectation that English as a second language could be a problem for college students. Among the strongest predictors of persistence were being African American or Latino, cumulative GPA, and the length of time students plan to spend at the college. Recommendations are shared for how community college administration, faculty, and staff can work with students and the community to raise student expectations, motivation, and preparation long before they become first-year college students.
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