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Wyświetlanie 1-2 z 2
Tytuł:
Time stability of the impact of institutions on economic growth and real convergence of the EU countries: implications from the hidden Markov models analysis
Autorzy:
Bernardelli, Michał
Próchniak, Mariusz
Witkowski, Bartosz
Powiązania:
https://bibliotekanauki.pl/articles/22444341.pdf
Data publikacji:
2021
Wydawca:
Instytut Badań Gospodarczych
Tematy:
catching up
convergence
Bayesian model averaging
hidden Markov models
Viterbi path
Opis:
Research background: It is not straightforward to identify the role of institutions for the economic growth. The possible unknown or uncertain areas refer to nonlinearities, time stability, transmission channels, and institutional complementarities. The research problem tackled in this paper is the analysis of the time stability of the relationship between institutions and economic growth and real economic convergence. Purpose of the article: The article aims to verify whether the impact of the institutional environment on GDP dynamics was stable over time or diffed in various subperiods. The analysis covers the EU28 countries and the 1995?2019 period. Methods: We use regression equations with time dummies and interactions to assess the stability of the impact of institutions on economic growth. The analysis is based on the partially overlapping observations. The models are estimated with the use of Blundell and Bond?s GMM system estimator. The results are then averaged with the Bayesian Model Averaging (BMA) approach. Structural breaks are identified on the basis of the Hidden Markov Models (HMM). Findings & value added: The value added of the study is threefold. First, we use the HMM approach to find structural breaks. Second, the BMA method is applied to assess the robustness of the outcomes. Third, we show the potential of HMM in foresighting. The results of regression estimates indicate that good institution reflected in the greater scope of economic freedom and better governance lead to the higher economic growth of the EU countries. However, the impact of institutions on economic growth was not stable over time.
Źródło:
Equilibrium. Quarterly Journal of Economics and Economic Policy; 2021, 16, 2; 285-323
1689-765X
2353-3293
Pojawia się w:
Equilibrium. Quarterly Journal of Economics and Economic Policy
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Konwergencja dochodowa: mocne i słabe strony istniejących podejść
Autorzy:
Bernardelli, Michał
Próchniak, Mariusz
Witkowski , Bartosz
Powiązania:
https://bibliotekanauki.pl/articles/630519.pdf
Data publikacji:
2017
Wydawca:
Szkoła Główna Handlowa w Warszawie
Tematy:
Economic growth, Convergence, Hidden Markov model
Opis:
The paper presents the review of the literature on income-level convergence(catching-up). The analysis includes convergence defined as the tendency toward equalization of income levels between countries. Unlike typical survey papers, the article focuses on the identification of weaknesses in the hitherto empirical studies on convergence. Apart from the standard types of the catching-up process (beta and sigma convergence), papers with the alternative measures of convergence(gamma and rho) are also analyzed. Both these elements constitute the value added of this research. The authors conclude that despite many empirical approaches, there is still much room for proposing new theoretical and empirical methods to analyze the catching-up process. Among others, studies that use hidden Markov models in the analysis of convergence are absent.
Źródło:
Kwartalnik Kolegium Ekonomiczno-Społecznego Studia i Prace; 2017, 3; 71-86
2082-0976
Pojawia się w:
Kwartalnik Kolegium Ekonomiczno-Społecznego Studia i Prace
Dostawca treści:
Biblioteka Nauki
Artykuł
    Wyświetlanie 1-2 z 2

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