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Who Goes Online? Selection and performance in Italian higher education

Author

Listed:
  • Raffaello Bronzini

    (Bank of Italy)

  • Luca De Benedictis

    (Universitas Mercatorum (CRIAVET) and LUISS)

  • Edoardo Frattola

    (Bank of Italy)

  • Elena Lazzaro

    (Bank of Italy)

Abstract

Online universities have expanded rapidly in Italy over the past two decades. Leveraging administrative data linked to standardized pre-university test scores, this paper examines the demographic profile and academic outcomes of online students. Compared to their peers in traditional institutions, online enrollees tend to be older, more frequently come from technical or vocational tracks, and have lower high-school grades and standardized test scores. Controlling for these initial disadvantages, they have lower dropout rates and higher on-time completion rates at the bachelor's level. However, performance declines when transitioning from an online bachelor's to a traditional master's degree program. Our findings also suggest that online universities make access to tertiary education viable for individuals who would otherwise be more likely to be excluded: enrollment growth has been concentrated in provinces with historically low participation in higher education and among students with an ex-ante lower likelihood of enrolling.

Suggested Citation

  • Raffaello Bronzini & Luca De Benedictis & Edoardo Frattola & Elena Lazzaro, 2026. "Who Goes Online? Selection and performance in Italian higher education," Questioni di Economia e Finanza (Occasional Papers) 1040, Bank of Italy, Economic Research and International Relations Area.
    • Handle: RePEc:bdi:opques:qef_1040_26
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    References listed on IDEAS

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    1. Maya Escueta & Andre Joshua Nickow & Philip Oreopoulos & Vincent Quan, 2020. "Upgrading Education with Technology: Insights from Experimental Research," Journal of Economic Literature, American Economic Association, vol. 58(4), pages 897-996, December.
    2. David J. Deming & Noam Yuchtman & Amira Abulafi & Claudia Goldin & Lawrence F. Katz, 2016. "The Value of Postsecondary Credentials in the Labor Market: An Experimental Study," American Economic Review, American Economic Association, vol. 106(3), pages 778-806, March.
    3. William G. Bowen & Matthew M. Chingos & Kelly A. Lack & Thomas I. Nygren, 2014. "Interactive Learning Online at Public Universities: Evidence from a Six‐Campus Randomized Trial," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 33(1), pages 94-111, January.
    4. Eric P. Bettinger & Lindsay Fox & Susanna Loeb & Eric S. Taylor, 2017. "Virtual Classrooms: How Online College Courses Affect Student Success," American Economic Review, American Economic Association, vol. 107(9), pages 2855-2875, September.
    5. M Paula Cacault & Christian Hildebrand & Jérémy Laurent-Lucchetti & Michele Pellizzari, 2021. "Distance Learning in Higher Education: Evidence from a Randomized Experiment [A Randomized Assessment of Online Learning]," Journal of the European Economic Association, European Economic Association, vol. 19(4), pages 2322-2372.
    6. Jeffrey R. Brown & Stephen G. Dimmock & Jun-Koo Kang & Scott J. Weisbenner, 2014. "How University Endowments Respond to Financial Market Shocks: Evidence and Implications," American Economic Review, American Economic Association, vol. 104(3), pages 931-962, March.
    7. William T. Alpert & Kenneth A. Couch & Oskar R. Harmon, 2016. "A Randomized Assessment of Online Learning," American Economic Review, American Economic Association, vol. 106(5), pages 378-382, May.
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    Keywords

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    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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