Papers
AEJ Applied2026

Information Frictions and Employee Sorting between Start-ups

Kevin A. Bryan, Mitchell Hoffman, Amir Sariri

Source versions
1
Latest record
2026-04-01
Primary source
AEJ Applied
TL;DR

Would workers apply to better firms if they were more informed about firm quality?

AEJ AppliedEducationLabor
Metadata matches
Sources
AEJ Applied
Fields
EducationLabor
Methods and data
Descriptive
Abstract

Would workers apply to better firms if they were more informed about firm quality? Collaborating with 26 science-based start-ups, we create a custom job board and invite business school alumni to apply. The job board randomizes across applicants to show coarse expert ratings of all start-ups' science and/or business model quality. Making ratings visible strongly reallocates applications toward higher-rated firms. This reallocation holds, restricting to high-quality workers. Treatments operate in part by shifting worker beliefs about firms' right-tail outcomes. Despite these benefits, workers make posttreatment bets indicating highly overoptimistic beliefs about start-up success, suggesting a problem of broader informational deficits. (JEL D22, D83, J22, J23, J24, M13, M51)

Source versions
AEJ Applied2026-04-01
American Economic Journal Applied Economics 18(2):369-406
10.1257/app.20240722
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