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This study investigates the relationship between debt avoidance strategies and student persistence and graduation rates at four-year public institutions. Utilizing the Beginning Postsecondary Students (BPS) 2012:17 dataset, we employ logistic regression analyses to explore how three specific debt avoidance strategies—working more hours, taking fewer classes, and attending less expensive schools—affect the likelihood of third-year retention and six-year graduation. Results show that working more hours and taking fewer classes are negatively associated with student persistence and graduation rates and might undermine long-term educational success. We propose debt aversion as a crucial concept impacting academic trajectories and underscore the need for policies that support effective financial planning without compromising educational attainment.