Pre-apprenticeship training for young people: Estimating the marginal and average treatment effects

Dorsett, R. and Stokes, L. 2021. Pre-apprenticeship training for young people: Estimating the marginal and average treatment effects. Journal of the Royal Statistical Society: Series A (Statistics in Society). Advanced online publication. https://doi.org/10.1111/rssa.12697

TitlePre-apprenticeship training for young people: Estimating the marginal and average treatment effects
TypeJournal article
AuthorsDorsett, R. and Stokes, L.
Abstract

This paper evaluates traineeships, a voluntary programme of work placement and preparation that aims to help young unemployed people in England compete for jobs and apprenticeships. Applying the method of local instrumental variables to administrative data, we estimate the marginal treatment effects on apprenticeship take-up and employment. The heterogeneous impacts are then aggregated to form an estimate of the average impact of treatment for all participants. The results suggest that, among younger trainees, participation increases the probability of becoming an apprentice and that this holds across the distribution of unobserved heterogeneity. For older trainees, we find no significant effect on the probability of becoming an apprenticeship on average but some evidence of a negative effect among those more resistant to participating. We find no effects on employment for either age group.

KeywordsApprenticeships
employment
evaluation
impact heterogeneity
young people
JournalJournal of the Royal Statistical Society: Series A (Statistics in Society)
ISSN0964-1998
1467-985X
Year2021
PublisherWiley
Publisher's version
License
CC BY 4.0
File Access Level
Open (open metadata and files)
Digital Object Identifier (DOI)https://doi.org/10.1111/rssa.12697
Web address (URL)https://rss.onlinelibrary.wiley.com/doi/full/10.1111/rssa.12697
Publication dates
Published01 Jul 2021
Supplemental file
License
CC BY 4.0
File Access Level
Open (open metadata and files)

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