IDEAS home Printed from https://ideas.repec.org/a/spr/stmapp/v32y2023i4d10.1007_s10260-023-00694-1.html
   My bibliography  Save this article

The high school effect on students’ mobility choices

Author

Listed:
  • Cristian Usala

    (Università degli Studi di Cagliari)

  • Mariano Porcu

    (Università degli Studi di Cagliari)

  • Isabella Sulis

    (Università degli Studi di Cagliari)

Abstract

This paper looks into the relationship between students’ university choices and their secondary school background. The main aim is to assess the role of secondary schools in steering university applications toward local or non-local institutions, also in the light of the tertiary education supply available in students’ areas of residence. With this aim, we classify students’ mobility choices by using a robust definition of local and non-local universities that accounts for the uncertainty in the definition of students’ local areas and their characteristics. In this framework, we apply a multilevel model to jointly consider the high school effect on the probability of students belonging to one specific category of mobility (local, forced non-local, free non-local) conditional upon students’ macro areas of residence, their chosen university and field of study. The findings highlight that high schools have a relevant role in affecting students’ mobility choices, especially when considering local universities. The magnitude of the effect depends on students’ macro area of residence. In particular, this result highlights that schools may pursue specific guidance policies to address students’ choices toward local universities; furthermore, it suggests that their influence on students is stronger in areas hosting the most important universities.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:stmapp:v:32:y:2023:i:4:d:10.1007_s10260-023-00694-1
    DOI: 10.1007/s10260-023-00694-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10260-023-00694-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10260-023-00694-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Valero, Anna & Van Reenen, John, 2019. "The economic impact of universities: Evidence from across the globe," Economics of Education Review, Elsevier, vol. 68(C), pages 53-67.
    2. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility II: County-Level Estimates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1163-1228.
    3. Dwenger, Nadja & Storck, Johanna & Wrohlich, Katharina, 2012. "Do tuition fees affect the mobility of university applicants? Evidence from a natural experiment," Economics of Education Review, Elsevier, vol. 31(1), pages 155-167.
    4. 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.
    5. Leckie, George & Charlton, Chris, 2013. "runmlwin: A Program to Run the MLwiN Multilevel Modeling Software from within Stata," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 52(i11).
    6. Declercq, Koen & Verboven, Frank, 2018. "Enrollment and degree completion in higher education without admission standards," Economics of Education Review, Elsevier, vol. 66(C), pages 223-244.
    7. 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.
    8. Contini, Dalit & Tommaso, Maria Laura Di & Mendolia, Silvia, 2017. "The gender gap in mathematics achievement: Evidence from Italian data," Economics of Education Review, Elsevier, vol. 58(C), pages 32-42.
    9. Salter, Ammon J. & Martin, Ben R., 2001. "The economic benefits of publicly funded basic research: a critical review," Research Policy, Elsevier, vol. 30(3), pages 509-532, March.
    10. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    11. Terry Long, B.Bridget, 2004. "How have college decisions changed over time? An application of the conditional logistic choice model," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 271-296.
    12. Gabriele Ballarino & Sabrina Colombo & Nazareno Panichella & Matteo Piolatto, 2022. "Human capital dynamics: the geographical mobility of high-school graduates towards university in Italy," Regional Studies, Taylor & Francis Journals, vol. 56(6), pages 921-939, June.
    13. Benjamin L. Castleman & Bridget Terry Long, 2016. "Looking beyond Enrollment: The Causal Effect of Need-Based Grants on College Access, Persistence, and Graduation," Journal of Labor Economics, University of Chicago Press, vol. 34(4), pages 1023-1073.
    14. Daria Ciriaci, 2014. "Does University Quality Influence the Interregional Mobility of Students and Graduates? The Case of Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1592-1608, October.
    15. Spiess, C. Katharina & Wrohlich, Katharina, 2010. "Does distance determine who attends a university in Germany?," Economics of Education Review, Elsevier, vol. 29(3), pages 470-479, June.
    16. 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).
    17. Raj Chetty & John N Friedman & Emmanuel Saez & Nicholas Turner & Danny Yagan, 2020. "Income Segregation and Intergenerational Mobility Across Colleges in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(3), pages 1567-1633.
    18. Chantal Oggenfuss & Stefan C. Wolter, 2019. "Are they coming back? The mobility of university graduates in switzerland [Kehren sie Zurück? Die Mobilität von Hochschulabsolventinnen und -Absolventen in der Schweiz]," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 39(2), pages 189-208, October.
    19. Tuomo Suhonen, 2014. "Field-of-Study Choice in Higher Education: Does Distance Matter?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(4), pages 355-375, October.
    20. Biancardi, Daniele & Bratti, Massimiliano, 2019. "The effect of introducing a Research Evaluation Exercise on student enrolment: Evidence from Italy," Economics of Education Review, Elsevier, vol. 69(C), pages 73-93.
    21. Umut Türk, 2019. "Socio-Economic Determinants of Student Mobility and Inequality of Access to Higher Education in Italy," Networks and Spatial Economics, Springer, vol. 19(1), pages 125-148, March.
    22. J. Scott Long & Sarah A. Mustillo, 2021. "Using Predictions and Marginal Effects to Compare Groups in Regression Models for Binary Outcomes," Sociological Methods & Research, , vol. 50(3), pages 1284-1320, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. R. Paci & C. Usala & I. Etzo, 2024. "Brain gain vs. brain drain. The effects of universities' mobile students on territorial inequalities," Working Paper CRENoS 202411, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    2. Philipp Gareis & Tom Broekel, 2022. "The Spatial Patterns of Student Mobility Before, During and After the Bologna Process in Germany," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 113(3), pages 290-309, July.
    3. 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.
    4. 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).
    5. Mira Fischer & Patrick Kampkötter, 2017. "Effects of German Universities' Excellence Initiative on Ability Sorting of Students and Perceptions of Educational Quality," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 173(4), pages 662-687, December.
    6. George Bulman & Robert Fairlie & Sarena Goodman & Adam Isen, 2021. "Parental Resources and College Attendance: Evidence from Lottery Wins," American Economic Review, American Economic Association, vol. 111(4), pages 1201-1240, April.
    7. S. Bacci & B. Bertaccini, 2021. "Assessment of the University Reputation Through the Analysis of the Student Mobility," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(2), pages 363-388, August.
    8. Erin Cottle Hunt & Frank N. Caliendo, 2023. "Social security and risk sharing: the role of economic mobility across generations," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(5), pages 1374-1407, October.
    9. Vincenzo Mariani & Roberto Torrini, 2022. "The geographic divides of the Italian higher education system," Questioni di Economia e Finanza (Occasional Papers) 675, Bank of Italy, Economic Research and International Relations Area.
    10. Diogo Lourenço & Carla Sá, 2019. "Spatial competition for students: What does (not) matter?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 63(1), pages 147-162, August.
    11. Bonacini, Luca & Gallo, Giovanni & Scicchitano, Sergio, 2021. "Sometimes you cannot make it on your own. How household background influences chances of success in Italy," GLO Discussion Paper Series 832, Global Labor Organization (GLO).
    12. Adalgiso Amendola & Cristian Barra & Roberto Zotti, 2020. "Does graduate human capital production increase local economic development? An instrumental variable approach," Journal of Regional Science, Wiley Blackwell, vol. 60(5), pages 959-994, November.
    13. Felix Ehrenfried & Thomas A. Fackler & Valentin Lindlacher & Thomas Fackler, 2022. "New Region, New Chances: Does Moving Regionally for University Shape Later Job Mobility?," CESifo Working Paper Series 9922, CESifo.
    14. Qiang Wang & Can Cui & Chengyuan Yu & Yifan Wang, 2023. "From Domicile to University to Work: The Sequential Migration of Young Educated People in the Context of the “Battle for Talent” in China," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 42(6), pages 1-26, December.
    15. Madeline Duhon & Lia Fernald & Joan Hamory & Edward Miguel & Eric Ochieng & Michael W. Walker, 2024. "Intergenerational Human Capital Impacts and Complementarities in Kenya," NBER Working Papers 32617, National Bureau of Economic Research, Inc.
    16. Hausman, Catherine & Stolper, Samuel, 2021. "Inequality, information failures, and air pollution," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    17. Michael Geruso & Timothy J. Layton & Jacob Wallace, 2023. "What Difference Does a Health Plan Make? Evidence from Random Plan Assignment in Medicaid," American Economic Journal: Applied Economics, American Economic Association, vol. 15(3), pages 341-379, July.
    18. Alex Bell & Raj Chetty & Xavier Jaravel & Neviana Petkova & John Van Reenen, 2019. "Who Becomes an Inventor in America? The Importance of Exposure to Innovation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 647-713.
    19. Bruckmeier Kerstin & Fischer Georg-Benedikt & Wigger Berthold U., 2015. "Studiengebühren in Deutschland: Lehren aus einem gescheiterten Experiment," Perspektiven der Wirtschaftspolitik, De Gruyter, vol. 16(3), pages 289-301, October.
    20. Beck, Mathias & Junge, Martin & Kaiser, Ulrich, 2017. "Public Funding and Corporate Innovation," IZA Discussion Papers 11196, Institute of Labor Economics (IZA).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:stmapp:v:32:y:2023:i:4:d:10.1007_s10260-023-00694-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.