TY - RPRT TI - Local Signals in a Global Tournament: Information Frictions, Optimism, and College Completion AU - Weingarten, Zach AU - Behrman, Jere AU - Postlewaite, Andrew PY - 2026 T3 - EdWorkingPaper M1 - 26-1561 PB - Annenberg Institute at Brown University DO - 10.26300/0pd3-d028 UR - https://edworkingpapers.com/ai26-1561 AB - Families frequently receive local signals about children’s skills, such as class rank in high school, yet the college market in which most students ultimately compete is much broader. Using nationally-representative data, we show that student effort, parental investment, and beliefs about college degree attainment all respond predominantly to local ranks as opposed to global ranks, despite both strongly predicting college completion. We develop and estimate a dynamic model separating optimistic beliefs, information frictions, and peer interactions. Counterfactual-policy experiments show that more-precise information, provided sufficiently early, raises skill accumulation and college completion. Eliminating optimism has the opposite effects on all outcomes. ER -