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The Allocation of Incentives in Multilayered Organizations: Evidence from a Community Health Program in Sierra Leone

Journal of Political Economy 2025 133(8), 2506-2562
Does the allocation of incentives across the hierarchy of an organization matter for its performance? In an experiment with a large public health organization, we find that health care provision is highly affected by how incentives are allocated between frontline workers and their supervisors. Sharing incentives equally between these two layers raises health visits by 61% compared with unilateral allocations and uniquely improves health service provision and health outcomes. We provide reduced-form and structural evidence that effort complementarities and contractual frictions drive these results and explore the implications for the optimal design of incentive policies in multilayered organizations.

Skeptical Employers: Experimental Evidence on Biased Beliefs Constraining Firm Growth

The Review of Economics and Statistics 2024 106(5), 1352-1368
Does low trust in workers discourage firms from hiring? We conduct an experiment in Ghana with real entrepreneurs who have the option to hire anonymous workers for a trivial but tedious task. Shirking attracts no penalty and completion of the task is an indicator of trustworthiness. We elicit employers’ expectations and study how they change with random signals of workers’ previous behavior. We find that employers underestimate workers’ trustworthiness, which reduces hiring and profits. Negative signals lower employers’ expectations, while positive signals do not affect them. This asymmetry can help to sustain an equilibrium with limited experimentation and biased beliefs.

The Selection of Talent: Experimental and Structural Evidence from Ethiopia

American Economic Review 2021 111(6), 1757-1806
We study how search frictions in the labor market affect firms’ ability to recruit talented workers. In a field experiment in Ethiopia, we show that an employer can attract more talented applicants by offering a small monetary incentive for making a job application. Estimates from a structural model suggest that the intervention is effective because the cost of making a job application is large, and positively correlated with jobseeker ability. We provide evidence that this positive correlation is driven by dynamic selection. In a second experiment, we show that local recruiters underestimate the positive impacts of application incentives.

Searching with Friends

Journal of Labor Economics 2023 41(4), 887-922 open access
We study how active labor market policies affect the exchange of information and support among job seekers. Leveraging a unique social network survey in Ethiopia, we find that a randomized job search assistance intervention reduces information sharing and support between treated job seekers and their active job search partners. Because of lower job search support, untreated individuals search less and, suggestively, have worse employment outcomes. These results are consistent with a model of networks where unemployed individuals form job search partnerships to exploit the complementarities of job search.

Anonymity or Distance? Job Search and Labour Market Exclusion in a Growing African City

Review of Economic Studies 2021 88(3), 1279-1310 open access
We show that helping young job-seekers signal their skills to employers generates large and persistent improvements in their labour market outcomes. We do this by comparing an intervention that improves the ability to signal skills (the `job application workshop') to a transport subsidy treatment designed to reduce the cost of job search. In the short-run, both interventions have large positive effects on the probability of finding a formal job. The workshop also increases the probability of having a stable job with an open-ended contract. Four years later, the workshop significantly increases earnings, job satisfaction, and employment duration, but the effects of the transport subsidy have dissipated. Gains are concentrated on individuals who generally have worse labour market outcomes. Overall, our findings highlight that young people possess valuable skills that are unobservable to employers. Making these skills observable generates earning gains that are far greater than the cost of the intervention.