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Resilience of the European Union Economies. An Analysis of the Granger Causality at the Level of the Gross Domestic Product

Author

Listed:
  • Mihai Paunica

    (Bucharest University of Economic Studies, Bucharest, Romania)

  • Alexandru Manole

    (“ARTIFEX” University of Bucharest, Romania)

  • Catalina Motofei

    (Bucharest University of Economic Studies, Bucharest, Romania)

  • Gabriela-Lidia Tanase

    (Bucharest University of Economic Studies, Bucharest, Romania)

Abstract

Gross Domestic Product (GDP) is one of the most important indicators that reflects the evolution and resilience of national economies. The importance of this macroeconomic indicator is growing in the current economic context, context in which international studies start to emphasize the importance of resilience and sustainable development and in which the GDP can be seen either as an obstacle to sustainability, or a tool to protect the environment and achieve the resilience and sustainability goals. Consequently, the authors consider that understanding the formation of the GDP and the elements that exert an influence on it, remains of vital importance for the economy of a country or group of countries. The objective of the paper is to see if some of the indicators that are used to determine the GDP, respectively final consumption expenditure of general government, final consumption expenditure of households, gross fixed capital formation, changes in inventories, external balance – goods, external balance – services, wages and salaries and, respectively, employers’ social contributions, together with two indicators of final energy consumption, are Granger causing the GDP. The results obtained will indicate whether GDP can be predicted at a highly accurate level, by using not only the previous values of the GDP, but also the previous values of determining variables, and will also contribute to highlight those elements that have such an impact on the GDP, in order to better estimate its evolution and to have the possibility to influence its future values. To achieve the objective of the research, an approach based on the Toda-Yamamoto method of the Granger causality has been used, for the period 1995-2019, to evaluate the causality links in European Union-28 and the 28 countries member of the EU in 2019. The results obtained show that, for the geographical and time dimensions studied in this paper, the influence of the previously mentioned causal factors (in Granger’s acceptance) can be characterized as a causality in Granger sense only in a small number of cases. Thus, the Granger causality is demonstrated for the GDP of Netherlands (factor of influence, “final consumption expenditure of general government”), of the Republic of Cyprus (causal variables, “final consumption expenditure of households” and the “changes in inventories”), and also of the Czech Republic, Estonia, Latvia and Portugal (for the factor “final consumption expenditure of households”). In Portugal, the “external balance – goods” causes, in Granger sense, the GDP, while “wages and salaries” are emphasized ad influence factors of Granger causality type for Latvia and Slovakia. It has not been observed the existence of the Granger causality for the indicators “gross fixed capital formation”, “external balance – services”, “employers’ social contributions”, “final energy consumption – total” and “final energy consumption – industry”.

Suggested Citation

  • Mihai Paunica & Alexandru Manole & Catalina Motofei & Gabriela-Lidia Tanase, 2021. "Resilience of the European Union Economies. An Analysis of the Granger Causality at the Level of the Gross Domestic Product," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 23(Special15), pages 914-914, November.
  • Handle: RePEc:aes:amfeco:v:23:y:2021:i:special15:p:914
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    1. Stephen G Cecchetti & Alfonso Flores-Lagunes & Stefan Krause, 2005. "Assessing the Sources of Changes in the Volatility of Real Growth," RBA Annual Conference Volume (Discontinued), in: Christopher Kent & David Norman (ed.),The Changing Nature of the Business Cycle, Reserve Bank of Australia.
    2. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    3. Hatemi-J, Abdulnasser, 2004. "Is the Equity Market Informationally Efficient in Japan? Evidence from Leveraged Bootstrap Analysis," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 57(4), pages 461-473.
    4. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    5. Hallegatte, Stephane, 2014. "Economic resilience: definition and measurement," Policy Research Working Paper Series 6852, The World Bank.
    6. Seip, Knut L., 2019. "Does tax reduction have an effect on gross domestic product? An empirical investigation," Journal of Policy Modeling, Elsevier, vol. 41(6), pages 1128-1143.
    7. Viorica Chirila & Ciprian Chirila, 2017. "The Analysis of Romania’s External Migration and of the Causality between Remittances and Romania’s Economic Growth," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 19(46), pages 696-696, August.
    8. Angeles, Luis, 2008. "GDP per capita or real wages? Making sense of conflicting views on pre-industrial Europe," Explorations in Economic History, Elsevier, vol. 45(2), pages 147-163, April.
    9. Grigorescu Adriana & Zamfir Ana-Maria & Mocanu Cristina, 2020. "Emerging trends and drivers for knowledge-intensive economy," Management & Marketing, Sciendo, vol. 15(2), pages 172-185, June.
    10. Narayan, Paresh Kumar & Smyth, Russell, 2009. "Multivariate granger causality between electricity consumption, exports and GDP: Evidence from a panel of Middle Eastern countries," Energy Policy, Elsevier, vol. 37(1), pages 229-236, January.
    11. Klinger, Sabine & Weber, Enzo, 2020. "GDP-employment decoupling in Germany," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 82-98.
    12. Desislava Stoilova, 2017. "Tax structure and economic growth: Evidence from the European Union," Contaduría y Administración, Accounting and Management, vol. 62(3), pages 1041-1057, Julio-Sep.
    13. Robert Buckle & David Haugh & Peter Thomson, 2003. "Calm after the storm? Supply-side contributions to New Zealand's GDP volatility decline," New Zealand Economic Papers, Taylor & Francis Journals, vol. 37(2), pages 217-243.
    14. Ligia Dudu & Raluca Georgiana Moscu, 2016. "The Practical Use Of The Linear Multiple Regression In The Complex Gdp Analysis," Knowledge Horizons - Economics, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 8(2), pages 74-79, June.
    15. Mahmut Zortuk & Sinan Çeken, 2016. "Testing Environmental Kuznets Curve in the Selected Transition Economies with Panel Smooth Transition Regression Analysis," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 18(43), pages 537-537, August.
    16. Karagianni, Stella & Pempetzoglou, Maria & Saraidaris, Anastasios, 2012. "Tax burden distribution and GDP growth: Non-linear causality considerations in the USA," International Review of Economics & Finance, Elsevier, vol. 21(1), pages 186-194.
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    More about this item

    Keywords

    Gross Domestic Product; Granger causality; Final Consumption; Capital Formation; Changes in Inventories; Salaries; External Balance.;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • 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

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