My research focuses on Labor and Public Economics. I make use of administrative data to answer policy-relevant research questions.  

You can browse here my current work.

Working Papers

Draft available upon request 

Abstract: We study how firm heterogeneity influences the choice between permanent and temporary employment contracts, and show how regulatory interventions affect this relationship. First, we use detailed matched employer-employee records from Italy to document how firms' hiring strategies vary with their productivity. Firms with higher productivity open temporary positions less frequently, but the fixed-term contracts they offer feature substantially longer durations; this results in a lack of correlation between productivity and the share of temporary jobs at the firm level. We then exploit a 2018 reform that tightened temporary jobs legislation in Italy to show how firms' response to regulatory interventions depends on their characteristics: while high-productivity enterprises react by substituting between contract types, switching from temporary jobs to permanent ones, less productive units end up reducing their labor demand. We turn to a search and matching model of the labor market with endogenous contract choice to rationalize these facts. In the model, a firm's share of temporary jobs is determined by its productivity and by the expected duration of the productive time span of each match. The estimated model provides a good fit for the pre-reform economy in terms of temporary employment utilization.

Conferences/Seminars:  OECD (2023); Banque de France (2023); EALE Conference (2022); AIEL-Genoa Spring Workshop on Labour Market Institutions (2022); 14th PhD Workshop in Economics at Collegio Carlo Alberto (2021);  Applied Economics Conference: Labour, Health, Education and Welfare (2021); Sciences Po Friday Lunch Seminar (2021)


Abstract: We use a newly built and quasi-exhaustive matched employer-employee database to study firms' contribution to wage inequalities in France. Our analysis covering the period from 2002 to 2019 reveals a significant increase in between-firm inequalities, driven by a growing tendency of high-wage workers to cluster together in high-premium firms. These phenomena are directly associated with changes in firms' demographics and workforce composition. Over the same period, bottom earnings percentiles increased more than the rest of the distribution, in line with the rise in the legal minimum wage. As a result, within-firm inequalities decreased, almost offsetting the rising between-firm inequalities.

Conferences/Seminars:  COIN Meeting in Oslo (2022)

New draft available soon

[CEPR Discussion Paper]  [VoxEU Column]

Abstract: We revisit evidence on the contribution of firms to the gender wage gap using a cluster-based approach to investigate time series and life-cycle patterns as well as match effects by gender. This also relaxes usual sample restrictions, resulting in larger estimates of the contribution of firms, driven by a higher within-firm component. Further, despite a decline in the unconditional gender wage gap between 1995 and 2015, the gap in firm pay premiums and its decomposition remained constant. It increases with age, exclusively driven by the between-firm component. Finally we find limited evidence of complementarities for both men and women.

Conferences/Seminars:  PhD Seminar, Sciences Po  (2020); Insead Brown Bag Seminar (2020)

Work in Progress

In recent years, several European countries have modified policies concerning temporary employment contracts, oscillating between liberalizations and restraints in a bid to balance employment flexibility and job stability. We study the effects of a 2018 reform that tightened fixed-term contracts legislation on wage dynamics. Our analysis, grounded in extensive administrative data tracking within-firm, within-individual transitions from fixed-term to permanent contracts in Italy, unveils a significant decline in the wage premium accompanying contract conversions post-reform.