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An adaptive targeted field experiment: job search assistance for refugees in Jordan

Abstract:
We introduce an adaptive targeted treatment assignment methodology for field experiments. Our Tempered Thompson Algorithm balances the goals of maximizing the precision of treatment effect estimates and maximizing the welfare of experimental participants. A hierarchical Bayesian model allows us to adaptively target treatments. We implement our methodology in Jordan, testing policies to help Syrian refugees and local jobseekers to find work. The immediate employment impacts of a small cash grant, information and psychological support are small, but targeting raises employment by 1 percentage-point (20%). After 4 months, cash has a sizable effect on employment and earnings of Syrians.
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1093/jeea/jvad067

Authors

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Institution:
University of Oxford
Division:
SSD
Department:
Economics
Role:
Author


Publisher:
Oxford University Press
Journal:
Journal of the European Economic Association More from this journal
Volume:
22
Issue:
2
Pages:
781–836
Publication date:
2023-11-16
Acceptance date:
2023-11-15
DOI:
EISSN:
1542-4774
ISSN:
1542-4766


Language:
English
Keywords:
Pubs id:
1339890
Local pid:
pubs:1339890
Deposit date:
2023-05-05
ARK identifier:

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