Search
On-Site Program Calendar
Browse By Day
Browse By Time
Browse By Person
Browse By Room
Browse By Unit
Browse By Session Type
About AERA 2023 Annual Meeting
Program Information
Key Dates / FAQ
Search Tips
Change Preferences / Time Zone
Sign In
Despite an increase in employer-aligned certificate and apprenticeship programs, there is limited research examining the impact of these programs on economic outcomes. In order to fill these gaps, we conduct a large-scale impact analysis on LC101, a unique technology certificate and apprenticeship program offered by LaunchCode. By using entrance exam scores as an instrumental variable, we conduct an intent-to-treat model, finding that being accepted into the program was significantly associated with increased earnings, as well as increased probabilities of working in a STEM profession. Then, by using machine-learning generated multinomial propensity score weights, we conduct a treatment on treated model, finding that these increases appear to be primarily driven by the apprenticeship component.