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Emerging models of patchwork capitalism in Central and Eastern Europe: empirical results of subspace clustering

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  • Rapacki Ryszard

    (SGH Warsaw School of Economics, Collegium of World Economy, Warsaw, Poland)

  • Czerniak Adam

    (SGH Warsaw School of Economics, Collegium of World Economy, Warsaw, Poland)

Abstract

The main aim of this paper was to shed a new empirical light on the nature and most salient features of the evolving postcommunist capitalism in 11 Central and Eastern European (CEE11) countries against the backdrop of Western European models of capitalism. The research approach capitalizes on the conceptual framework put forward by Amable [2003, The diversity of modern capitalism, Oxford University Press, Oxford] , i.e., it seeks to identify the current clusters or models of capitalism in 25 European Union (EU) countries in six institutional areas. However, in contrast to the original Amable’s methodology, the subspace clustering method was used, what allowed to take into account a vast set of 132 institutional measures and to analyze their change between 2005 and 2014. The main finding is that CEE11 countries developed their own distinct model of capitalism dubbed “patchwork capitalism.” In all but two areas, i.e., product market competition and financial intermediation, postcommunist countries form their own institutional clusters that are substantially different from those observed in Western EU countries. In addition, the paper shows that each CEE11 country followed its own distinct vector of change, which eventually led to a unique patchwork of institutions. Yet, the institutional variance within the region is smaller than the difference between CEE11 countries and other country clusters in the EU.

Suggested Citation

  • Rapacki Ryszard & Czerniak Adam, 2018. "Emerging models of patchwork capitalism in Central and Eastern Europe: empirical results of subspace clustering," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 54(4), pages 251-268, December.
  • Handle: RePEc:vrs:ijomae:v:54:y:2018:i:4:p:251-268:n:2
    DOI: 10.2478/ijme-2018-0025
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    1. Markus Ahlborn & Joachim Ahrens & Rainer Schweickert, 2016. "Large-Scale Transition of Economic Systems – Do CEECs Converge Toward Western Prototypes?," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 58(3), pages 430-454, September.
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    4. Masahiko Aoki, 2013. "The Contingent Governance Of Teams: Analysis Of Institutional Complementarity," Chapters, in: Comparative Institutional Analysis, chapter 14, pages 230-249, Edward Elgar Publishing.
    5. Beata Farkas, 2011. "The Central and Eastern European model of capitalism," Post-Communist Economies, Taylor & Francis Journals, vol. 23(1), pages 15-34.
    6. Amable, Bruno, 2003. "The Diversity of Modern Capitalism," OUP Catalogue, Oxford University Press, number 9780199261147.
    7. Ryszard Rapacki & Juliusz Gardawski & Adam Czerniak & Bozena Horbaczewska & Adam Karbowski & Piotr Maszczyk & Mariusz Prochniak, 2020. "Emerging Varieties of Post-Communist Capitalism in Central and Eastern Europe: Where Do We Stand?," Europe-Asia Studies, Taylor & Francis Journals, vol. 72(4), pages 565-592, April.
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    Cited by:

    1. Próchniak Mariusz, 2018. "The Analysis of Institutional Environment in the Area of Product Market Competition in the New EU Member States: What Do the Data Say About the Models of Capitalism Emerging in the CEE Countries?," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 54(4), pages 304-327, December.
    2. Farkas Beáta, 2018. "What can institutional analysis say about capitalism in Central and Eastern Europe? Results and limitations," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 54(4), pages 283-290, December.
    3. Żurawski Andrzej, 2019. "Diversity of education systems in the European Union," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 55(3), pages 230-249, September.

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    More about this item

    Keywords

    Comparative Capitalism; Models of Capitalism; Institutions; Institutional Complementarity; Patchwork Capitalism; Subspace Clustering;
    All these keywords.

    JEL classification:

    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements
    • P16 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - Capitalist Institutions; Welfare State
    • P51 - Political Economy and Comparative Economic Systems - - Comparative Economic Systems - - - Comparative Analysis of Economic Systems
    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis

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