IDEAS home Printed from https://ideas.repec.org/a/bla/growch/v56y2025i2ne70031.html

The Future of European Regional Inequalities: Box‐Cox Transformed ARMA Process Trend Smoothing (BATS) Forecasting

Author

Listed:
  • Hasan Engin Duran
  • Zeynep Elburz
  • Burcu Değerli Çifçi

Abstract

The vast majority of the empirical studies on regional economic inequalities has analyzed the past evolutions, while the future trajectories are often ignored. Despite, no methods exist to predict the future precisely, it is worthwhile to shed light on the prospective tendencies in order to plan and formulate the policies at the present time. The current study addresses the following questions; Will regional convergence continue in Europe? Which regions will become more prosperous? What are the future determinants of regional growth? Our dataset covers 236 NUTS‐2 regions belonging to the 28 European Countries for the period 2000–2022. In terms of methodology, we use a nonlinear forecasting technique BATS (“Box‐Cox Transformation, ARMA errors, Trend and Seasonal Components”) model and Spatial Durbin Regressions along with explorative maps and descriptive statistics. As an outcome of the analyses, we obtained several remarkable results. First, regional inequalities are expected to widen by 2050 indicating the evidence of regional divergence. Second, spatial poles of prosperity are likely to change substantially. Most of the regions belonging to the countries in the “Mediterranean Basin” are predicted to remain relatively backward while many Eastern European regions are expected to rise in prosperity. Northern and Central European regions are likely to keep their prosperous position. Third, several crucial determinants of future growth patterns are detected. It appeared that younger demographic profile, industrialization and cohesion policies (particularly for CEE regions) have become key factors of future growth performance.

Suggested Citation

  • Hasan Engin Duran & Zeynep Elburz & Burcu Değerli Çifçi, 2025. "The Future of European Regional Inequalities: Box‐Cox Transformed ARMA Process Trend Smoothing (BATS) Forecasting," Growth and Change, Wiley Blackwell, vol. 56(2), June.
  • Handle: RePEc:bla:growch:v:56:y:2025:i:2:n:e70031
    DOI: 10.1111/grow.70031
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/grow.70031
    Download Restriction: no

    File URL: https://libkey.io/10.1111/grow.70031?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. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Maucorps, Ambre & Römisch, Roman & Schwab, Thomas & Vujanovic, Nina, 2022. "The Future of EU Cohesion: Effects of the Twin Transition on Disparities across European Regions," MPRA Paper 117681, University Library of Munich, Germany.
    3. 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.
    4. Simona Iammarino & Andrés Rodriguez-Pose & Michael Storper, 2019. "Regional inequality in Europe: evidence, theory and policy implications," Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 273-298.
    5. Ciccone, Antonio, 2002. "Agglomeration effects in Europe," European Economic Review, Elsevier, vol. 46(2), pages 213-227, February.
    6. Brunow, Stephan & Hirte, Georg, 2005. "Age Structure and Regional Income Growth," Discussion Papers 1/2005, Technische Universität Dresden, "Friedrich List" Faculty of Transport and Traffic Sciences, Institute of Transport and Economics.
    7. Andrés Rodríguez‐Pose & Ugo Fratesi, 2007. "Regional Business Cycles and the Emergence of Sheltered Economies in the Southern Periphery of Europe," Growth and Change, Wiley Blackwell, vol. 38(4), pages 621-648, December.
    8. Hyndman, Rob J. & Khandakar, Yeasmin, 2008. "Automatic Time Series Forecasting: The forecast Package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i03).
    9. Antonio J. Mora & Esther Vayá & Jordi Suriñach & Enrique López-Bazo, 1999. "original: Regional economic dynamics and convergence in the European Union," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 33(3), pages 343-370.
    10. Bivand, Roger & Piras, Gianfranco, 2015. "Comparing Implementations of Estimation Methods for Spatial Econometrics," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 63(i18).
    11. David Cass, 1965. "Optimum Growth in an Aggregative Model of Capital Accumulation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 32(3), pages 233-240.
    12. Paul Krugman, 1997. "Development, Geography, and Economic Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 026261135x, December.
    13. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    14. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    15. François Perroux, 1950. "Economic Space: Theory and Applications," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 64(1), pages 89-104.
    16. Peter H. Westfall, 2014. "Kurtosis as Peakedness, 1905-2014. R.I.P," The American Statistician, Taylor & Francis Journals, vol. 68(3), pages 191-195, April.
    17. Barro, Robert J, 1990. "Government Spending in a Simple Model of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October.
    18. Bera, Anil K. & Jarque, Carlos M., 1981. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals : Monte Carlo Evidence," Economics Letters, Elsevier, vol. 7(4), pages 313-318.
    19. Alireza Niknam Khajepasha & Menelaos Gkartzios, 2024. "Spatial analysis of regional income inequality in EU countries," International Planning Studies, Taylor & Francis Journals, vol. 29(2), pages 105-123, April.
    20. Herrera Gómez, Marcos & Mur Lacambra, Jesús & Ruiz Marín, Manuel, 2012. "Selecting the Most Adequate Spatial Weighting Matrix:A Study on Criteria," MPRA Paper 73700, University Library of Munich, Germany.
    21. J W Taylor, 2003. "Short-term electricity demand forecasting using double seasonal exponential smoothing," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(8), pages 799-805, August.
    22. Mursit Recepoglu, 2022. "Public Expenditures, Economic Growth and Income Inequality: Empirical Evidence from the Commonwealth of Independent States," Journal of Economic Policy Researches, Istanbul University, Faculty of Economics, vol. 9(2), pages 293-314, July.
    23. Sheila Chapman & Valentina Meliciani, 2018. "Explaining regional disparities in Central and Eastern Europe : The role of geography and of structural change," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 26(3), pages 469-494, July.
    24. Pintu Parui, 2021. "Government expenditure and economic growth: a post-Keynesian analysis," International Review of Applied Economics, Taylor & Francis Journals, vol. 35(3-4), pages 597-625, July.
    25. Hasan Engin Duran, 2014. "Short-Run Dynamics of Income Disparities and Regional Cycle Synchronization in the U.S," Growth and Change, Wiley Blackwell, vol. 45(2), pages 292-332, June.
    26. Mincer, Jacob, 1984. "Human capital and economic growth," Economics of Education Review, Elsevier, vol. 3(3), pages 195-205, June.
    27. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    28. Philippe Aghion & Peter Howitt, 1997. "Endogenous Growth Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011662, December.
    29. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    30. Bolea, Lucía & Duarte, Rosa & Chóliz, Julio Sánchez, 2018. "From convergence to divergence? Some new insights into the evolution of the European Union," Structural Change and Economic Dynamics, Elsevier, vol. 47(C), pages 82-95.
    31. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    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. Hasan Engin Duran, 2025. "The future of urban hierearchy and Zipf law: ARIMA and BATS forecasting," Letters in Spatial and Resource Sciences, Springer, vol. 18(1), pages 1-14, December.

    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. Cutrini, Eleonora & Mendez, Carlos, 2023. "Convergence clubs and spatial structural change in the European Union," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 167-181.
    2. Panagiotis Artelaris, 2021. "Regional economic growth and inequality in Greece," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(1), pages 141-158, February.
    3. Hasan Engin Duran, 2024. "The future of regional inequalities: an ARIMA forecast," Letters in Spatial and Resource Sciences, Springer, vol. 17(1), pages 1-12, December.
    4. Petrakos, George & Dimitris, Kallioras & Ageliki, Anagnostou, 2007. "A Generalized Model of Regional Economic Growth in the European Union," Papers DYNREG12, Economic and Social Research Institute (ESRI).
    5. Bode, Eckhardt, 1996. "Ursachen regionaler Wachstumsunterschiede: wachstumstheoretische Erklärungsansätze," Kiel Working Papers 740, Kiel Institute for the World Economy.
    6. Boucekkine, R. & Martínez, B. & Ruiz-Tamarit, J.R., 2013. "Growth vs. level effect of population change on economic development: An inspection into human-capital-related mechanisms," Journal of Mathematical Economics, Elsevier, vol. 49(4), pages 312-334.
    7. 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.
    8. Gianni Guastella & Francesco Timpano, 2016. "Knowledge, innovation, agglomeration and regional convergence in the EU: motivating place-based regional intervention," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 36(2), pages 121-143, October.
    9. Sheila Chapman & Stefania Cosci & Loredana Mirra, 2012. "Income dynamics in an enlarged Europe: the role of capital regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 48(3), pages 663-693, June.
    10. Panagiotis Artelaris & George Petrakos, 2016. "Intraregional Spatial Inequalities and Regional Income Level in the European Union," International Regional Science Review, , vol. 39(3), pages 291-317, July.
    11. Mohl, P. & Hagen, T., 2010. "Do EU structural funds promote regional growth? New evidence from various panel data approaches," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 353-365, September.
    12. Arano, Kathleen G. & Srinivasan, Arun K., 2021. "Local Economies and Economic Growth, Does Location Matter? A Spatial Analysis in the Great Lakes Region," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 51(01), June.
    13. Sedat Alataş & Erkam Sarı, 2021. "An Empirical Investigation on Regional Disparities in Public Expenditures: Province Level Evidence from Turkey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(1), pages 217-240, November.
    14. repec:ebl:ecbull:v:2:y:2002:i:1:p:1-15 is not listed on IDEAS
    15. Morgenroth, Edgar & FitzGerald, John (ed.), 2006. "Ex-ante Evaluation of the Investment Priorities for the National Development Plan 2007-2013," Research Series, Economic and Social Research Institute (ESRI), number PRS59.
    16. Diego Romero-Ávila, 2013. "Is Physical Investment The Key To China'S Growth Miracle?," Economic Inquiry, Western Economic Association International, vol. 51(4), pages 1948-1971, October.
    17. Paul Lau, Sau-Him, 1999. "I(0) In, integration and cointegration out:: Time series properties of endogenous growth models," Journal of Econometrics, Elsevier, vol. 93(1), pages 1-24, November.
    18. Thomas M. Steger, 2000. "Productive Consumption and Growth in Developing Countries," Review of Development Economics, Wiley Blackwell, vol. 4(3), pages 365-375, October.
    19. Themba G Chirwa & NM Odhiambo, 2019. "An Empirical Test Of Exogenous Growth Models: Evidence From Three Southern African Countries," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 64(220), pages 7-38, January –.
    20. Rodríguez-Pose, Andrés & Bartalucci, Federico & Lozano-Gracia, Nancy & Dávalos, María, 2024. "Overcoming left-behindedness. Moving beyond the efficiency versus equity debate in territorial development," LSE Research Online Documents on Economics 125629, London School of Economics and Political Science, LSE Library.
    21. Vojtěch Olbrecht, 2018. "Productivity Effect of Accessing the EU: Case of Bulgaria and Romania," European Journal of Business Science and Technology, Mendel University in Brno, Faculty of Business and Economics, vol. 4(1), pages 48-55.

    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:growch:v:56:y:2025:i:2:n:e70031. 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=0017-4815 .

    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.