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Take It, Or Leave It? Analyzing How Unsubsidized Federal Loans Affect Six-Year Degree Attainment Across Income Groups, Ray Franke
Journal of Student Financial Aid
This study examined the effects of unsubsidized federal Stafford loans on six-year degree attainment at 4-year colleges and universities in the U.S., and how these differentially impact students across income groups. For this, nationally representative data from the Beginning Postsecondary Students (BPS:04/09) and the Integrated Postsecondary Education Data System (IPEDS) was merged to analyze N=6,561 students attending n=651 four-year institutions. To account for possible selection bias in loan borrowing and the nested data structure, this study employs a propensity score matching, multilevel modeling approach. In addition to financial aid measures, the analytic model draws from the heterogeneous research approach and …