Of the copious research on the labor market returns to college, very little has adequately modeled the pathways of non-completers or compared their outcomes with those of award holders. In this paper, we present a novel method for linking non-completers with completers according to their program of study. This method allows us to calculate the…

This paper examines the returns to math courses relative to courses in other subjects for students in community college. Using matched college transcript and earnings data on over 80,000 students entering community college during the 2000s, we find that college-level math coursework has an indirect positive effect on award completion that is…

The wage and job satisfaction impacts for over-educated workers have been well-documented; yet little attention has been paid to the consequences for firms. In this paper we examine over-education from the perspective of the workplace. Using linked employer-employee data for the United Kingdom, we derive the standard worker-level penalties on…