Skip to main content

Testing means-tested aid

Richard Murphy and Gill Wyness


We estimate the effect of an unexpected institutional financial aid (IFA) award on student outcomes using administrative data collected from nine universities, exploiting variation in IFA schedules within and across university-entry cohorts. Each 1,000 pounds of IFA during the first year of college increases the chances of completing that year by 1.4 percentage points, improves test scores by 0.059 standard deviations, and increases the chances of graduating with a good degree by 3.4 percentage points. We find that high-ability and low-income students benefit the most and calculate outcome-maximizing and cost-minimizing IFA schedules for each university.


1 July 2023


Journal of Labor Economics 41(3) , pp.687-727, 2023


DOI: 10.1086/719995

https://www.journals.uchicago.edu/doi/10.1086/719995

This Journal article is published under the centre's Education programme.