Biased Beliefs, Job Search, and Welfare: A Structural Analysis of Coaching and Counseling

Patrick Arni, Bart Cockx and Andrey Launov
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Bart Cockx: RS: GSBE other - not theme-related research, ROA / Human capital in the region

No 4, ROA Research Memorandum from Maastricht University, Research Centre for Education and the Labour Market (ROA)

Abstract: How do unemployed workers form beliefs about their labor-market prospects, and how do these beliefs affect behavior, policy effectiveness, and welfare? We develop and estimate a structural job-search model with quasi-Bayesian updating, combining Swiss panel data on beliefs and job-search behavior with a randomized counseling-and-coaching intervention. Job seekers enter unemployment with overly optimistic beliefs about interview arrivals, but gradually become pessimistic as past signals fade from memory. The estimated updating process combines features consistent with both motivated beliefs and recency-weighted information processing. The model replicates the observed dynamics of applications, interviews, wages, and job finding, while decomposing treatment effects into changes in search efficiency, search costs, and beliefs. We find that belief formation is the principal channel through which the intervention accelerates transitions into employment. However, despite increasing job finding, the intervention reduces participant welfare because it operates primarily through lower reservation wages.

Keywords: Job search; biased beliefs; expectations; quasi-Bayesian learning; randomized control trial; structural econometric estimation; evaluation; active labor market policies (search for similar items in EconPapers)
JEL-codes: C41 C51 C93 D04 D83 J64 J68 (search for similar items in EconPapers)
Date: 2026-11-10
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Persistent link: https://EconPapers.repec.org/RePEc:unm:umaror:2026004

DOI: 10.26481/umaror.2026004

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