IDEAS home Printed from https://ideas.repec.org/a/rfe/zbefri/v38y2020i2p585-618.html
   My bibliography  Save this article

Medium-term forecast of European economic sustainable growth using Markov chains

Author

Listed:
  • Alina-Petronela Haller

    (Romanian Academy Branch of Ia?i – “Gh. Zane” Institute for Economic and Social Research, Codrescu Str, No. 2, 700481, Iasi, Romania)

  • Ovidiu Gherasim

    (Romanian Academy Branch of Ia?i – “Gh. Zane” Institute for Economic and Social Research, Codrescu Str, No. 2, 700481, Iasi, Romania)

  • Mariana B?lan

    (Institute for Economic Forecasting – NIER, Romanian Academy, Casa Academiei, Calea 13 Septembrie No.13, 050711, Bucharest, Romania)

  • Carmen Uzl?u

    (Institute for Economic Forecasting – NIER, Romanian Academy, Casa Academiei, Calea 13 Septembrie No.13, 050711, Bucharest, Romania)

Abstract

Economic growth is a frequently analyzed aspect, both from theoretical and empirical standpoint, under the impact of the influence factors, while the issue of economic growth was studied by applying different methods and obtaining different results. In the case of EU28, the problem of economic convergence has to take into consideration the fact that the Member States are heterogeneous in terms of development and rate of growth. In the present paper, by using Markov chains we have made, a forecast of the GDP per capita evolution for the economies of the EU28 members, starting from the known time horizon – 1997-2016 as to approach a forecast horizon – 2017-2028. The results obtained show that the convergence process will be a slow one in the case of some Member States, especially in the Central and Eastern Europe. The future economic dynamics will intensify growth divergences, especially in the case of the European periphery, which will suffer minor modifications; the states with the most significant gaps will remain Bulgaria and Romania.

Suggested Citation

  • Alina-Petronela Haller & Ovidiu Gherasim & Mariana B?lan & Carmen Uzl?u, 2020. "Medium-term forecast of European economic sustainable growth using Markov chains," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 38(2), pages 585-618.
  • Handle: RePEc:rfe:zbefri:v:38:y:2020:i:2:p:585-618
    as

    Download full text from publisher

    File URL: https://www.efri.uniri.hr/upload/Zbornik%202_2020/14-Haller_et_al-2020-2.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Berg, Andrew & Ostry, Jonathan D. & Zettelmeyer, Jeromin, 2012. "What makes growth sustained?," Journal of Development Economics, Elsevier, vol. 98(2), pages 149-166.
    2. Riccardo Rovelli & Anzelika Zaiceva, 2013. "Did support for economic and political reforms increase during the post-communist transition, and if so, why?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 21(2), pages 193-240, April.
    3. 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.
    4. Eicher, Theo S. & Schreiber, Till, 2010. "Structural policies and growth: Time series evidence from a natural experiment," Journal of Development Economics, Elsevier, vol. 91(1), pages 169-179, January.
    5. Vladimir Soloviev & Vladimir Saptsin & Dmitry Chabanenko, 2011. "Markov Chains application to the financial-economic time series prediction," Papers 1111.5254, arXiv.org.
    6. Fingleton, Bernard, 1997. "Specification and Testing of Markov Chain Models: An Application to Convergence in the European Union," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(3), pages 385-403, August.
    7. Paul Cheshire & Stefano Magrini, 2000. "Endogenous Processes in European Regional Growth: Convergence and Policy," Growth and Change, Wiley Blackwell, vol. 31(4), pages 455-479.
    8. Alina HALLER, 2020. "From Classical And Neoclassical Economic Growth To Degrowth In Europe. Challenges For Public Administration," REVISTA ADMINISTRATIE SI MANAGEMENT PUBLIC, Faculty of Administration and Public Management, Academy of Economic Studies, Bucharest, Romania, vol. 2020(34), pages 150-170, June.
    9. Davis, Lewis S., 2010. "Institutional flexibility and economic growth," Journal of Comparative Economics, Elsevier, vol. 38(3), pages 306-320, September.
    10. Marek Dabrowski, 1995. "Western Aid Conditionality and the Post-Communist Transition," CASE Network Studies and Analyses 0037, CASE-Center for Social and Economic Research.
    11. Marco Mira d'Ercole & Andrea Salvini, 2003. "Towards Sustainable Development: The Role of Social Protection," OECD Social, Employment and Migration Working Papers 12, OECD Publishing.
    12. Baumol, William J, 1986. "Productivity Growth, Convergence, and Welfare: What the Long-run Data Show," American Economic Review, American Economic Association, vol. 76(5), pages 1072-1085, December.
    13. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2010. "Does foreign direct investment promote growth? Exploring the role of financial markets on linkages," Journal of Development Economics, Elsevier, vol. 91(2), pages 242-256, March.
    14. Saul Estrin & Tomasz Marek Mickiewicz, 2010. "Entrepreneurship in transition economies: the role of institutions and generational change," UCL SSEES Economics and Business working paper series 106, UCL School of Slavonic and East European Studies (SSEES).
    15. Mr. Alexei P Kireyev & Jingyang Chen, 2017. "Inclusive Growth Framework," IMF Working Papers 2017/127, International Monetary Fund.
    16. Julie Le Gallo, 2004. "Space-Time Analysis of GDP Disparities among European Regions: A Markov Chains Approach," International Regional Science Review, , vol. 27(2), pages 138-163, April.
    17. Angelica Sbardella & Emanuele Pugliese & Luciano Pietronero, 2017. "Economic development and wage inequality: A complex system analysis," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-26, September.
    18. Iancu, Aurel, 2009. "Convergenta Reala," Studii Economice 090701, Institutul National de Cercetari Economice (INCE).
    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. Maarten Bosker & Waldo Krugell, 2008. "Regional Income Evolution In South Africa After Apartheid," Journal of Regional Science, Wiley Blackwell, vol. 48(3), pages 493-523, August.
    2. Magrini, Stefano, 2004. "Regional (di)convergence," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 62, pages 2741-2796, Elsevier.
    3. Julie Le Gallo, 2004. "Space-Time Analysis of GDP Disparities among European Regions: A Markov Chains Approach," International Regional Science Review, , vol. 27(2), pages 138-163, April.
    4. Cem Ertur & Julie Le Gallo & Catherine Baumont, 2006. "The European Regional Convergence Process, 1980-1995: Do Spatial Regimes and Spatial Dependence Matter?," International Regional Science Review, , vol. 29(1), pages 3-34, January.
    5. Fabio Mazzola & Pietro Pizzuto, 2020. "Great Recession and club convergence in Europe: A cross‐country, cross‐region panel analysis (2000–2015)," Growth and Change, Wiley Blackwell, vol. 51(2), pages 676-711, June.
    6. Eckey, Hans-Friedrich & Türck, Matthias, 2005. "Convergence of EU-regions: A literature report," Volkswirtschaftliche Diskussionsbeiträge 80, University of Kassel, Faculty of Economics and Management.
    7. Kurt Geppert & Andreas Stephan, 2008. "Regional disparities in the European Union: Convergence and agglomeration," Papers in Regional Science, Wiley Blackwell, vol. 87(2), pages 193-217, June.
    8. Enrico Fabrizi & Gianni Guastella & Stefano Marta & Francesco Timpano, 2016. "Determinants of Intra-Distribution Dynamics in European Regions: An Empirical Assessment of the Role of Structural Intervention," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 107(5), pages 522-539, December.
    9. Eckey, Hans-Friedrich & Türck, Matthias, 2007. "Convergence of EU-Regions. A Literature Report," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 10, pages 5-32.
    10. Tamilina, Larysa & Tamilina, Natalya, 2015. "The Impact of Variations in Institutional Grafting Modes on Economic Growth: A Three-Dimensional Approach," MPRA Paper 68648, University Library of Munich, Germany, revised 16 Apr 2015.
    11. Luisa Corrado & Melvyn Weeks & Thanasis Stengos & M. Ege Yazgan, 2018. "Robust Tests for Convergence Clubs," Papers 1812.09518, arXiv.org.
    12. Sergio J. Rey & Mark V. Janikas, 2005. "Regional convergence, inequality, and space," Journal of Economic Geography, Oxford University Press, vol. 5(2), pages 155-176, April.
    13. Sergio Rey, 2014. "Rank-based Markov chains for regional income distribution dynamics," Journal of Geographical Systems, Springer, vol. 16(2), pages 115-137, April.
    14. Kar, Sabyasachi & Pritchett, Lant & Raihan, Selim & Sen, Kunal, 2013. "Looking for a break: Identifying transitions in growth regimes," Journal of Macroeconomics, Elsevier, vol. 38(PB), pages 151-166.
    15. Vos, Rob & Frenkel, Roberto & Ocampo, José Antonio & Palma, José Gabriel & Marfán, Manuel & Ros, Jaime & Taylor, Lance & Correa, Nelson & Cimoli, Mario, 2005. "Beyond Reforms: Structural Dynamics and Macroeconomic Vulnerability," IDB Publications (Books), Inter-American Development Bank, number 347.
    16. Kevin S. Nell & Maria M. De Mello, 2019. "The interdependence between the saving rate and technology across regimes: evidence from South Africa," Empirical Economics, Springer, vol. 56(1), pages 269-300, January.
    17. Sorin Celea & Petre Brezeanu & Ana Petrina Păun, 2013. "Fiscal Discipline within the EU: Comparative Analysis," Annals of the University of Petrosani, Economics, University of Petrosani, Romania, vol. 13(2), pages 23-30.
    18. Mihály Borsi & Norbert Metiu, 2015. "The evolution of economic convergence in the European Union," Empirical Economics, Springer, vol. 48(2), pages 657-681, March.
    19. Erik Dietzenbacher & Alex Hoen & Bart Los & Jan Meist, 2009. "International convergence and divergence of material input structures: an industry-level perspective," Applied Economics, Taylor & Francis Journals, vol. 41(26), pages 3337-3344.
    20. John Dawson & Amit Sen, 2007. "New evidence on the convergence of international income from a group of 29 countries," Empirical Economics, Springer, vol. 33(2), pages 199-230, September.

    More about this item

    Keywords

    economic growth; Markov chains; medium-term forecast; convergence; EU28;
    All these keywords.

    JEL classification:

    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • N10 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - General, International, or Comparative
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

    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:rfe:zbefri:v:38:y:2020:i:2:p:585-618. 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: Danijela Ujcic (email available below). General contact details of provider: https://edirc.repec.org/data/efrijhr.html .

    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.