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This research snapshot provides an overview of a SERN-funded project led by Sidney D'Mello, Angela Duckworth, Margo Gardner, and Donald Kamentz. The project analyzed language used by students in their college applications to explore the connections between extra-curricular/work experiences, psychological factors, and college success (as measured by graduating within four or six years). The snapshot shares key findings, insights, and future directions for the project.