IDEAS home Printed from https://ideas.repec.org/a/bla/jregsc/v61y2021i3p515-542.html
   My bibliography  Save this article

Migration flows by educational attainment: Disentangling the heterogeneous role of push and pull factors

Author

Listed:
  • Romano Piras

Abstract

This paper analyzes the determining factors of South to Center‐North migration flows in Italy for five different educational groups. We find strong support for the paramount role of total and education‐specific migration networks. Furthermore, we unveil an inverse relationship between the magnitude of the response of migration flows by educational level and the regional endowment of human capital. More generally, it emerges that once migrants educational attainment is explicitly considered, the reaction of migration flows is highly heterogeneous with respect to the push and pull factors that usually determine them. In the economics of migration literature, these results have not yet been documented.

Suggested Citation

  • Romano Piras, 2021. "Migration flows by educational attainment: Disentangling the heterogeneous role of push and pull factors," Journal of Regional Science, Wiley Blackwell, vol. 61(3), pages 515-542, June.
    • Handle: RePEc:bla:jregsc:v:61:y:2021:i:3:p:515-542
    DOI: 10.1111/jors.12519
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/jors.12519
    Download Restriction: no
    File URL: https://libkey.io/10.1111/jors.12519?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
    ---><---

    References listed on IDEAS

    as
    1. Bramoulle, Yann & Galeotti, Andrea & Rogers, Brian (ed.), 2016. "The Oxford Handbook of the Economics of Networks," OUP Catalogue, Oxford University Press, number 9780199948277.
    2. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    3. Bertoli, Simone & Fernández-Huertas Moraga, Jesús, 2013. "Multilateral resistance to migration," Journal of Development Economics, Elsevier, vol. 102(C), pages 79-100.
    4. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    5. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    6. 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.
    7. Michel BEINE & Frédéric DOCQUIER & Caglar,OZDEN, 2015. "Dissecting Network Externalities in International Migration," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 81(4), pages 379-408, December.
    8. Michel Beine & Sara Salomone, 2013. "Network Effects in International Migration: Education versus Gender," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(2), pages 354-380, April.
    9. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    10. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    11. Romano Piras, 2012. "Internal Migration Across Italian Regions: Macroeconomic Determinants And Accommodating Potential For A Dualistic Economy," Manchester School, University of Manchester, vol. 80(4), pages 499-524, July.
    12. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    13. Michel Beine, 2016. "The role of networks for migration flows: an update," International Journal of Manpower, Emerald Group Publishing Limited, vol. 37(7), pages 1154-1171, October.
    14. Simone Bertoli & J. Fernandes-Huertas Moraga, 2013. "Multilateral resistance to migration," Post-Print halshs-00820169, HAL.
    15. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    16. Romano Piras, 2017. "A long-run analysis of push and pull factors of internal migration in Italy. Estimation of a gravity model with human capital using homogeneous and heterogeneous approaches," Papers in Regional Science, Wiley Blackwell, vol. 96(3), pages 571-602, August.
    17. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    18. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    19. Jan Ditzen, 2016. "XTCD2: Stata module to test for weak cross sectional dependence," Statistical Software Components S458204a, Boston College Department of Economics, revised 15 May 2023.
    20. Yaohui Zhao, 2003. "The Role of Migrant Networks in Labor Migration: The Case of China," Contemporary Economic Policy, Western Economic Association International, vol. 21(4), pages 500-511, October.
    21. Ivan Etzo, 2011. "The Determinants Of The Recent Interregional Migration Flows In Italy: A Panel Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 51(5), pages 948-966, December.
    22. Yann Bramoullé & Andrea Galeotti & Brian Rogers, 2016. "The Oxford Handbook of the Economics of Networks," Post-Print hal-03572533, HAL.
    23. Abowd, John M. & Freeman, Richard B. (ed.), 1991. "Immigration, Trade, and the Labor Market," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226000954, April.
    24. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    25. Claude Diebolt & Michael Haupert (ed.), 2016. "Handbook of Cliometrics," Springer Books, Springer, edition 1, number 978-3-642-40406-1, March.
    26. Anna Mayda, 2010. "International migration: a panel data analysis of the determinants of bilateral flows," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(4), pages 1249-1274, September.
    27. John M. Abowd & Richard B. Freeman, 1991. "Immigration, Trade, and the Labor Market," NBER Books, National Bureau of Economic Research, Inc, number abow91-1, February.
    28. Ludo Peeters, 2012. "Gravity And Spatial Structure: The Case Of Interstate Migration In Mexico," Journal of Regional Science, Wiley Blackwell, vol. 52(5), pages 819-856, December.
    29. Romano Piras, 2020. "Internal Migration in Italy: The Role of Migration Networks," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 6(1), pages 157-195, March.
    30. Grogger, Jeffrey & Hanson, Gordon H., 2011. "Income maximization and the selection and sorting of international migrants," Journal of Development Economics, Elsevier, vol. 95(1), pages 42-57, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rawaa Laajimi & Julie Le Gallo, 2022. "Push and pull factors in Tunisian internal migration: The role of human capital," Growth and Change, Wiley Blackwell, vol. 53(2), pages 771-799, June.

    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. Romano Piras, 2020. "Internal Migration in Italy: The Role of Migration Networks," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 6(1), pages 157-195, March.
    2. Simon Winter, 2020. "“It’s the Economy, Stupid!”: On the Relative Impact of Political and Economic Determinants on Migration," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 39(2), pages 207-252, April.
    3. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    4. Di Iasio, Valentina & Wahba, Jackline, 2023. "Natives' Attitudes and Immigration Flows to Europe," IZA Discussion Papers 15942, Institute of Labor Economics (IZA).
    5. Romano Piras, 2017. "A long-run analysis of push and pull factors of internal migration in Italy. Estimation of a gravity model with human capital using homogeneous and heterogeneous approaches," Papers in Regional Science, Wiley Blackwell, vol. 96(3), pages 571-602, August.
    6. Nina Neubecker & Marcel Smolka & Anne Steinbacher, 2017. "Networks And Selection In International Migration To Spain," Economic Inquiry, Western Economic Association International, vol. 55(3), pages 1265-1286, July.
    7. Cosimo Beverelli, 2022. "Pull factors for migration: The impact of migrant integration policies," Economics and Politics, Wiley Blackwell, vol. 34(1), pages 171-191, March.
    8. Albert MILLOGO & Ines TROJETTE & Nicolas PÉRIDY, 2021. "Are government policies efficient to regulate immigration? Evidence from France," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 53, pages 23-49.
    9. Michel Beine & Luisito Bertinelli & Rana Cömertpay & Anastasia Litina & Jean-François Maystadt, 2020. "The Gravity Model of Forced Displacement Using Mobile Phone Data," DEM Discussion Paper Series 20-13, Department of Economics at the University of Luxembourg.
    10. Bredtmann, Julia & Nowotny, Klaus & Otten, Sebastian, 2020. "Linguistic distance, networks and migrants’ regional location choice," Labour Economics, Elsevier, vol. 65(C).
    11. Vicente Royuela & Jessica Ordóñez, 2018. "Internal migration in a developing country: A panel data analysis of Ecuador (1982‐2010)," Papers in Regional Science, Wiley Blackwell, vol. 97(2), pages 345-367, June.
    12. Michel Beine & Joël Machado & Ilse Ruyssen, 2020. "Do potential migrants internalize migrant rights in OECD host societies?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(4), pages 1429-1456, November.
    13. Beverelli, Cosimo & Orefice, Gianluca, 2019. "Migration deflection: The role of Preferential Trade Agreements," Regional Science and Urban Economics, Elsevier, vol. 79(C).
    14. Raul Ramos, 2016. "Gravity models: A tool for migration analysis," IZA World of Labor, Institute of Labor Economics (IZA), pages 239-239, February.
    15. Alice Milivinti, 2019. "A spatio-temporal analysis of migration," Empirical Economics, Springer, vol. 57(4), pages 1411-1442, October.
    16. Heidland, Tobias & Jannsen, Nils & Groll, Dominik & Kalweit, René & Boockmann, Bernhard, 2021. "Analyse und Prognose von Migrationsbewegungen," Kieler Beiträge zur Wirtschaftspolitik 34, Kiel Institute for the World Economy (IfW Kiel).
    17. Bogatzki, Tamara, 2021. "Heterogeneity in migration network effects across cultures," Discussion Papers, Research Unit: Migration, Integration, Transnationalization SP VI 2021-102, WZB Berlin Social Science Center.
    18. Gianluca Orefice, 2015. "International migration and trade agreements: The new role of PTAs," Canadian Journal of Economics, Canadian Economics Association, vol. 48(1), pages 310-334, February.
    19. Maximiliano Alvarez & Vicente Royuela, 2022. "The effect of labor‐market differentials on interregional migration in Spain: A meta‐regression analysis," Journal of Regional Science, Wiley Blackwell, vol. 62(4), pages 913-937, September.
    20. Simone Bertoli & Jesus Fernández-Huertas Moraga, 2012. "Visa Policies, Networks and the Cliff at the Border," Working Papers 2012-12, FEDEA.

    More about this item

    Statistics

    Access and download statistics

    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:bla:jregsc:v:61:y:2021:i:3:p:515-542. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0022-4146 .

    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.