IDEAS home Printed from https://ideas.repec.org/a/sae/inrsre/v46y2023i3p265-298.html
   My bibliography  Save this article

Regional Economic Disparities in Europe: Time-Series Clustering of NUTS 3 Regions

Author

Listed:
  • Ana María López-Villuendas
  • Cristina del Campo

Abstract

The aim of this research is to identify the regional economic disparities in the level of economic wealth and its dynamics in the NUTS 3 regions in EU28 over the period from 2000 to 2017. By performing a time-series clustering analysis at NUTS 3 level, we expect to uncover the economic disparities that might have been hidden in the aggregate NUTS 2 regions. Our results indicate that at a finer spatial scale (NUTS 3 level) disparities flourish, particularly in the period after the global crisis of 2008, in which different recovery rates are observed. In general, NUTS 2 regions tend to spatially cluster at the national level and, although NUTS 3 regions show slightly this tendency as well, the spatial effect is not as strong as it is for NUTS 2 level, revealing specific behaviours of the local economies and markets that remain hidden at the aggregate NUTS 2 level.

Suggested Citation

  • Ana María López-Villuendas & Cristina del Campo, 2023. "Regional Economic Disparities in Europe: Time-Series Clustering of NUTS 3 Regions," International Regional Science Review, , vol. 46(3), pages 265-298, May.
    • Handle: RePEc:sae:inrsre:v:46:y:2023:i:3:p:265-298
    DOI: 10.1177/01600176221125703
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/01600176221125703
    Download Restriction: no
    File URL: https://libkey.io/10.1177/01600176221125703?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. Cem Ertur & Wilfried Koch, 2006. "Regional disparities in the European Union and the enlargement process: an exploratory spatial data analysis, 1995–2000," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(4), pages 723-765, December.
    2. Konstantin Gluschenko, 2018. "Measuring regional inequality: to weight or not to weight?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 13(1), pages 36-59, January.
    3. Ugo Fratesi & Fiona G. Wishlade, 2017. "The impact of European Cohesion Policy in different contexts," Regional Studies, Taylor & Francis Journals, vol. 51(6), pages 817-821, June.
    4. Lessmann, Christian, 2014. "Spatial inequality and development — Is there an inverted-U relationship?," Journal of Development Economics, Elsevier, vol. 106(C), pages 35-51.
    5. Pasquale Pavone & Francesco Pagliacci & Margherita Russo & Simone Righi & Anna Giorgi, 2021. "Multidimensional Clustering of EU Regions: A Contribution to Orient Public Policies in Reducing Regional Disparities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(2), pages 739-759, August.
    6. Luciana Lazzeretti & Rafael Boix & Francesco Capone, 2009. "Why do creative industries cluster? An analysis of the determinants of clustering of creative industries," Institut Metròpoli Working Paper in economics 0902, Institut Metròpoli.
    7. Christine Aumayr, 2006. "European Region Types: A Cluster Analysis of European NUTS 3 Regions," ERSA conference papers ersa06p836, European Regional Science Association.
    8. del Campo, Cristina & Monteiro, Carlos M.F. & Soares, Joao Oliveira, 2008. "The European regional policy and the socio-economic diversity of European regions: A multivariate analysis," European Journal of Operational Research, Elsevier, vol. 187(2), pages 600-612, June.
    9. Luisa Gagliardi & Marco Percoco, 2017. "The impact of European Cohesion Policy in urban and rural regions," Regional Studies, Taylor & Francis Journals, vol. 51(6), pages 857-868, June.
    10. Toni Mora & Esther Vayá & Jordi Suriñach, 2004. "The Enlargement of the European Union and the Spatial Distribution of Economic Activity," Eastern European Economics, Taylor & Francis Journals, vol. 42(5), pages 6-35, September.
    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. Xiaotuan Li & Panfei Yang & Yuntao Zou, 2023. "An Empirical Investigation of the “Mezzogiorno Trap” in China’s Agricultural Economy: Insights from Data Envelopment Analysis (2015–2021)," Agriculture, MDPI, vol. 13(9), pages 1-30, September.

    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. Akcomak, Semih & Erdil, Erkan & Cetinkaya, Umut Yılmaz, 2018. "Knowledge convergence in European regions: Towards cohesion?," MERIT Working Papers 2018-027, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    2. Panagiotis KOUDOUMAKIS & George BOTZORIS & Angelos PROTOPAPAS, 2021. "The Contribution Of Cohesion Policy To The Development And Convergence Of The Regions Of The European Union," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(2), pages 277-290, June.
    3. Fusaro, Stefano & Scandurra, Rosario, 2023. "The impact of the European social fund on youth education and employment," Socio-Economic Planning Sciences, Elsevier, vol. 88(C).
    4. Carlos San Juan Mesonada & Carlos Sunyer Manteiga, 2021. "European Structural Funds and Resilient and Recovery Facility Governance," EconPol Working Paper 67, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    5. Shifa, Muna & Leibbrandt, Murray, 2021. "Spatial Inequality in Sub-Saharan Africa," EconStor Preprints 244591, ZBW - Leibniz Information Centre for Economics.
    6. Kassoum Ayouba & Julie Le Gallo & Andrés Vallone, 2020. "Beyond GDP: an analysis of the socio-economic diversity of European regions," Applied Economics, Taylor & Francis Journals, vol. 52(9), pages 1010-1029, February.
    7. Erkan Erdil & İbrahim Semih Akçomak & Umut Yılmaz Çetinkaya, 2022. "Is There Knowledge Convergence Among European Regions? Evidence from the European Union Framework Programmes," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 1243-1267, June.
    8. Andrés Niembro & Jésica Sarmiento, 2021. "Regional development gaps in Argentina: A multidimensional approach to identify the location of policy priorities," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(4), pages 1297-1327, August.
    9. Juan Jung, 2012. "Externalities and Absorptive Capacity in a context of Spatial Dependence: The case of European Regions," Documentos de Trabajo (working papers) 2212, Department of Economics - dECON.
    10. Lukasz Pietak, 2021. "Structural Funds and Convergence in Poland," Hacienda Pública Española / Review of Public Economics, IEF, vol. 236(1), pages 3-37, March.
    11. Scotti, Francesco & Flori, Andrea & Pammolli, Fabio, 2022. "The economic impact of structural and Cohesion Funds across sectors: Immediate, medium-to-long term effects and spillovers," Economic Modelling, Elsevier, vol. 111(C).
    12. Cuesta, Lizeth & Ruiz, Yomara, 2021. "Efecto de la globalización sobre la desigualdad. Un estudio global para 104 países usando regresiones cuantílicas [Effect of globalization on inequality. A global study for 104 countries using quan," MPRA Paper 111022, University Library of Munich, Germany.
    13. Emanuela Marrocu & Raffaele Paci & Stefano Usai, 2013. "Productivity Growth In The Old And New Europe: The Role Of Agglomeration Externalities," Journal of Regional Science, Wiley Blackwell, vol. 53(3), pages 418-442, August.
    14. Zhang, Bingqi & Nozawa, Wataru & Managi, Shunsuke, 2021. "Spatial inequality of inclusive wealth in China and Japan," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 164-179.
    15. Julia Bachtrögler & Christoph Hammer & Wolf Heinrich Reuter & Florian Schwendinger, 2019. "Guide to the galaxy of EU regional funds recipients: evidence from new data," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(1), pages 103-150, February.
    16. Lichner, Ivan & Lyócsa, Štefan & Výrostová, Eva, 2022. "Nominal and discretionary household income convergence: The effect of a crisis in a small open economy," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 18-31.
    17. Javier Barbero & Ernesto Rodríguez-Crespo, 2022. "Technological, institutional, and geographical peripheries: regional development and risk of poverty in the European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(2), pages 311-332, October.
    18. Goletsis, Y. & Chletsos, M., 2011. "Measurement of development and regional disparities in Greek periphery: A multivariate approach," Socio-Economic Planning Sciences, Elsevier, vol. 45(4), pages 174-183, December.
    19. Mohl, Philipp & Hagen, Tobias, 2011. "Do EU structural funds promote regional employment? Evidence from dynamic panel data models," Working Paper Series 1403, European Central Bank.
    20. Ziru Feng & Tian Cai & Kangli Xiang & Chenxi Xiang & Lei Hou, 2019. "Evaluating the Impact of Fossil Fuel Vehicle Exit on the Oil Demand in China," Energies, MDPI, vol. 12(14), pages 1-18, July.

    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:sae:inrsre:v:46:y:2023:i:3:p:265-298. 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: SAGE Publications (email available below). General contact details of provider: .

    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.