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Liczba wyników
2018 | 54 | nr 4 | 251-268
Tytuł artykułu

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

Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
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.(original abstract)
Rocznik
Tom
54
Numer
Strony
251-268
Opis fizyczny
Twórcy
  • Szkoła Główna Handlowa w Warszawie
  • Szkoła Główna Handlowa w Warszawie
Bibliografia
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  • Parsons, L., Haque, E., Liu, H. (2004), Subspace clustering for high dimensional data: a review, ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets, 6, 1.
  • Próchniak, M. (2018), Product market competition, mimeo, SGH Warsaw School of Economics, Warsaw.
  • Próchniak, M., Rapacki, R., Gardawski, J., Czerniak, A., Horbaczewska, B., Karbowski, A., Maszczyk, P., Towalski, R. (2016), The emerging varieties of capitalism in CEE11 countries - a tentative comparison with Western Europe, Warsaw Forum of Economic Sociology, Vol. 7, No. 2(14), Autumn.
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Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171547509
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