Research
Publications and Accepted Papers
In the Land of AKM: Explaining the Dynamics of Wage Inequality in France
with Damien Babet and Olivier Godechot. Accepted at Journal of Labor Economics. BdF WP, Insee WP
Narrowing Industry Wage Premiums and the Decline in the Gender Wage Gap
with Alexandra Roulet and Mark Stabile. Labour Economics, Volume 94, June 2025. Published Version
Work in Progress
Why Do Firms Use Fixed-Term Contracts?
with Matteo Sartori and Eliana Viviano
Abstract: This paper investigates why firms use fixed-term contracts (FTCs), providing the first empirical assessment of the relative importance of different motives. Using matched employer–employee data from Italy (2013–2017) covering firms responsible for almost 90% of temporary employment, we examine three explanations: (i) seasonal needs, captured by observable and indirect indicators; (ii) screening motives, inferred from contract duration and firm-specific factors; and (iii) buffer-stock strategies, linked to revenue volatility. We classify firms by their prevalent use of FTCs and validate the taxonomy with an unsupervised machine learning algorithm. Only 14% of firms use FTCs for seasonal needs, screening accounts for less than 30%, while about 58% employ FTCs mainly as a buffer-stock to manage workforce flexibility.
Firms and the Gender Wage Gap: A Comparison of Eleven Countries
with Antoine Bertheau, Alexander Hijzen, Astrid Kunze and the LinkEED team. [NBER SI 2025 Talk] -- Draft available soon!
Abstract: We quantify the role of gender-specific firm wage premiums in explaining the private-sector gender gap in hourly wages using a harmonized research design across 11 matched employer-employee datasets --- ten European countries and Washington State, USA. These premiums explain the gender gap when women are less likely to work at high-paying firms (sorting) or receive lower premiums than men within the same firm (pay-setting). We find that firm wage premiums account for a substantial share of variation in gender wage gaps, ranging from 15 to 32 percent. While both mechanisms matter, sorting is the predominant driver of the firm contribution to the gender wage gap in most countries. Three patterns are broadly consistent: (1) women sorting into lower-paying firms becomes increasingly pronounced with age; (2) women are more concentrated in low-paying firms with a high share of part-time workers; and (3) pay-setting gaps are largest in high-wage firms, where women receive about 90 percent of the rents men receive from firm surplus gains.
Dignity by Decree? The Employment and Wage Effects of Restricting Fixed-Term Contracts
with Matteo Sartori and Giuseppe Grasso
Abstract: The Dignity Decree was a 2018 reform aimed at restricting the use of fixed-term contracts in the Italian labor market. We examine how this regulatory intervention affected firm-level employment dynamics and worker wages. We find negligible disemployment effects and a significant shift in contract composition: firms more exposed to the reform substantially reduced their use of fixed-term contracts, offsetting the decrease with an increase in permanent employment, primarily through the conversion of existing temporary jobs. We further document a sizeable decline in the post-conversion wage for workers transitioning from fixed-term to permanent contracts compared to pre-reform levels.
Book Chapters
Employment Protection Legislation and Job Reallocation across Sectors, Firms and Workers
with Pierre Cahuc. Handbook on Labour Markets in Transition (December 2024). SSRN