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Students Mobility: Assessing the Determinants of Attractiveness Across Competing Territorial Areas

Author

Listed:
  • Francesca Giambona

    (Università degli Studi di Cagliari)

  • Mariano Porcu

    (Università degli Studi di Cagliari)

  • Isabella Sulis

    (Università degli Studi di Cagliari)

Abstract

A central question for education authorities has become “which factors make a territory attractive for tertiary students?” Tertiary education is recognised as one of the most important assets for the development of a territory, thus students’ mobility becomes a brain drain issue whenever there are prevalent areas that attract students from other territories. In this paper, we try to identify the most important factors that could affect student mobility in Italy. In doing that we analyse students’ flows across competing territorial areas which supply tertiary education programs. We will consider a wide range of determinants related to the socio-economic characteristics of the areas as well as resources of the universities in the territories in terms of variety and quantity of the degree programs there available, financial endowments provided by Central Government, and services available to students. The Bradley–Terry modelling approach based on pair comparisons has been adopted to define the attractiveness of competing territories and assess how much the detected divergences can be attributed to factors directly related to the considered characteristics of the universities in the territory and how much is ascribable to inherent characteristics of the areas where the universities are located such as the labour market conditions. Furthermore, the adopted approach allows us to consider uncertainty in defining territorial attractiveness and making comparisons. In this way, we would like to provide some evidences to assess if the rules currently used by the Central Government to finance public universities on the basis of their capabilities to attract students really reward the efforts made by the university system in the area to improve their standard of quality or, on the contrary, reward the territorial features.

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  • Francesca Giambona & Mariano Porcu & Isabella Sulis, 2017. "Students Mobility: Assessing the Determinants of Attractiveness Across Competing Territorial Areas," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(3), pages 1105-1132, September.
  • Handle: RePEc:spr:soinre:v:133:y:2017:i:3:d:10.1007_s11205-016-1407-1
    DOI: 10.1007/s11205-016-1407-1
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    References listed on IDEAS

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    1. Beine, Michel & Noël, Romain & Ragot, Lionel, 2014. "Determinants of the international mobility of students," Economics of Education Review, Elsevier, vol. 41(C), pages 40-54.
    2. Patrizia Ordine & Claudio Lupi, 2009. "Family Income and Students' Mobility," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 68(1), pages 1-23, April.
    3. Nicola Francesco Dotti & Ugo Fratesi & Camilla Lenzi & Marco Percoco, 2013. "Local Labour Markets and the Interregional Mobility of Italian University Students," Spatial Economic Analysis, Taylor & Francis Journals, vol. 8(4), pages 443-468, March.
    4. Turner, Heather & Firth, David, 2012. "Bradley-Terry Models in R: The BradleyTerry2 Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i09).
    5. Cristiano Varin & Manuela Cattelan & David Firth, 2016. "Statistical modelling of citation exchange between statistics journals," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(1), pages 1-63, January.
    6. George Leckie & Harvey Goldstein, 2009. "The limitations of using school league tables to inform school choice," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 172(4), pages 835-851, October.
    7. Ordine, Patrizia & Rose, Giuseppe, 2008. "The supply of education quality in a spatial model with asymmetric moving costs," Research in Economics, Elsevier, vol. 62(4), pages 197-214, December.
    8. Ugo Fratesi & Massimiliano R. Riggi, 2007. "Does Migration Reduce Regional Disparities? The Role Of Skill†Selective Flows," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 19(1), pages 78-102, March.
    9. Isabella Sulis & Mariano Porcu, 2015. "Assessing Divergences in Mathematics and Reading Achievement in Italian Primary Schools: A Proposal of Adjusted Indicators of School Effectiveness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 122(2), pages 607-634, June.
    10. Edward Baryla & Douglas Dotterweich, 2001. "Student Migration: Do Significant Factors Vary by Region?," Education Economics, Taylor & Francis Journals, vol. 9(3), pages 269-280.
    11. Caruso, Raul & de Wit, Hans, 2013. "Determinants of Mobility of Students in Europe: a preliminary quantitative study," MPRA Paper 49808, University Library of Munich, Germany.
    12. Harvey Goldstein & David J. Spiegelhalter, 1996. "League Tables and Their Limitations: Statistical Issues in Comparisons of Institutional Performance," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 159(3), pages 385-409, May.
    13. Ugo Fratesi & Marco Percoco, 2014. "Selective Migration, Regional Growth and Convergence: Evidence from Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1650-1668, October.
    14. Kahanec, Martin & Králiková, Renáta, 2011. "Pulls of International Student Mobility," IZA Discussion Papers 6233, Institute of Labor Economics (IZA).
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    Cited by:

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    2. Emanuela Marrocu & Raffaele Paci & Stefano Usai, 2022. "Direct and indirect effects of universities on European regional productivity," Papers in Regional Science, Wiley Blackwell, vol. 101(5), pages 1105-1133, October.
    3. Vincenzo G. Genova & Michele Tumminello & Fabio Aiello & Massimo Attanasio, 2021. "A network analysis of student mobility patterns from high school to master’s," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(5), pages 1445-1464, December.
    4. Filippo Marchesani & Francesca Masciarelli, 2022. "Crowdfunding as Entrepreneurial Investment: The Role of Local Knowledge Spillover," Papers 2211.16984, arXiv.org.
    5. Columbu, Silvia & Porcu, Mariano & Sulis, Isabella, 2021. "University choice and the attractiveness of the study area: Insights on the differences amongst degree programmes in Italy based on generalised mixed-effect models," Socio-Economic Planning Sciences, Elsevier, vol. 74(C).
    6. Columbu, Silvia & Porcu, Mariano & Primerano, Ilaria & Sulis, Isabella & Vitale, Maria Prosperina, 2021. "Geography of Italian student mobility: A network analysis approach," Socio-Economic Planning Sciences, Elsevier, vol. 73(C).
    7. Cristian Usala & Mariano Porcu & Isabella Sulis, 2023. "The high school effect on students’ mobility choices," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 32(4), pages 1259-1293, October.
    8. Martina Vittorietti & Ornella Giambalvo & Vincenzo Giuseppe Genova & Fabio Aiello, 2023. "A new measure for the attitude to mobility of Italian students and graduates: a topological data analysis approach," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 32(2), pages 509-543, June.
    9. Gabriele Lombardi & Giulio Ghellini, 2019. "Linking University Harshness and Students’ Choices: Sociodemographic Differences based on Italian Universities’ Characteristics," Department of Economics University of Siena 805, Department of Economics, University of Siena.

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