The Consequences of Academic Match Between Students and Colleges

Working Paper: NBER ID: w25069

Authors: Eleanor Wiske Dillon; Jeffrey A. Smith

Abstract: We consider the effects of student ability, college quality, and the interaction between the two on academic outcomes and earnings using data on two cohorts of college enrollees. Student ability and college quality strongly improve degree completion and earnings for all students. We find evidence of meaningful complementarity between student ability and college quality in degree completion at four years and long-term earnings, but not in degree completion at six years or STEM degree completion. This complementarity implies some tradeoff between equity and efficiency for policies that move lower ability students to higher quality colleges.

Keywords: academic match; student ability; college quality; degree completion; earnings

JEL Codes: I23; I26; J24


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
college quality (I23)degree completion (Y40)
college quality (I23)earnings (J31)
student ability (D29)degree completion (Y40)
student ability (D29)earnings (J31)
college quality + student ability (D29)time to degree (C41)
college quality + student ability (D29)long-term earnings (J31)
college quality (I23)earnings (for lower ability students) (I24)

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