Research

Applied microeconomic research on economics of education, labor economics and public policy.

Working Papers

Backward Spillovers and Equalized Access: The Effects of the Bologna Process across the Education System

with Lorenzo Cappellari

IZA Discussion Paper No. 18726

This paper estimates the causal effects of the Bologna Process reform in Italy, analyzing the impact of the introduction of the “3+2” degree structure at different stages of the educational system. We implement multiple Difference-in-Differences designs on a nationally representative dataset composed of more than 140,000 high school graduates and 220,000 university graduates. We find that the reform increased graduations from the academic-oriented high school track by 5.50 percentage points, revealing a “backward spillover effect” on high school completion. For university-related outcomes, we estimate a positive effect on enrollments (5.53 percentage points) and in-time graduations (7.22 percentage points), and a negative effect on dropout (2.70 percentage points). The effects are systematically larger for students from the most disadvantaged parental backgrounds, particularly when combined with high ability. These findings suggest that the Bologna Process was effective in reducing barriers to educational investment, especially for talented students with financial constraints, thus challenging the narrative of the reform attracting low-ability students. Finally, descriptive labour-market analyses show a convergence of performances for graduates with different parental backgrounds, but only among bachelor’s graduates.

Presentations

Past Presentations

  • Workshop on the Economics of Education, KU LeuvenLeuven · November 2025
  • Workshop on Causal Inference and Policy Evaluation,Erasmus University RotterdamRotterdam · May 2026
  • Counterfactual Methods for Policy Impact Evaluation (COMPIE) 2026Paris · June 2026
  • BSE Summer School in Labor Economics WorkshopBarcelona · June 2026
  • 4th Workshop on Education Economics and Policy (WEEP)Trondheim · September 2026

Forthcoming

  • 41st Conference of the Italian Association of Labour Economics (AIEL)Rome · September 2026
  • 67th SIE Annual Scientific MeetingCagliari · October 2026