AI summary · arXiv: 2511.09260v1 · econ.GN

Self-Selection, University Courses and Returns to Advanced Degrees

Eleonora Brandimarti

Original paper · DOI Submitted to arXiv on 12 Nov. 2025 License: CC BY 4.0

The essentials

  • Addressing the gap in understanding labor market returns of combinations of bachelor's and master's degrees
  • Exploration of 43 combinations of degrees using exogenous variation in access to higher education
  • Data organized in a nested model with variations in admission requirements
  • Policy simulations conducted to analyze preferences affecting enrollment
  • Significant variation in returns among degree combinations, with different disciplines showing positive impacts on economic outcomes compared to those within the same field
  • Examination of the institutional background of the Italian higher education system adhering to the Bologna process for standardization across European Higher Education Area countries
  • Bachelor's degrees typically last three years followed by two-year master's programs with credits measuring academic workload
  • Admission to a master's program requires completion of a bachelor's degree, and students apply to specific fields of study
  • The Bologna Process promotes degree recognition and international student mobility
  • Insights into how program characteristics such as timing, quantitativeness, and multidisciplinarity influence labor market outcomes
  • Shedding light on factors impacting returns on advanced degrees and offering implications for policymakers and educators in shaping higher education programs for better economic prospects

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AI-generated keywords: labor market returns bachelor's and master's degrees curriculum characteristics Italian graduates higher education

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This paper addresses the gap in understanding the labor market returns of combinations of bachelor's and master's degrees. It explores 43 combinations of degrees by exploiting exogenous variation in access to higher education to estimate returns. The data is organized in a nested model with variations in admission requirements, and policy simulations are conducted to analyze preferences affecting enrollment. The findings reveal significant variation in returns among degree combinations, with different disciplines showing positive impacts on economic outcomes compared to those within the same field. The study also delves into the institutional background of the Italian higher education system, which adheres to the Bologna process for standardization across European Higher Education Area countries. Bachelor's degrees typically last three years, followed by two-year master's programs, with credits measuring academic workload. Admission to a master's program requires completion of a bachelor's degree, and students apply to specific fields of study. The Bologna Process promotes degree recognition and international student mobility. In conclusion, this study provides insights into how program characteristics such as timing, quantitativeness, and multidisciplinarity influence labor market outcomes. By examining the curriculum requirements for legally valid degrees during the period analyzed (2007-2014), it sheds light on factors impacting returns on advanced degrees and offers implications for policymakers and educators in shaping higher education programs for better economic prospects.

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