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The relationship between economic growth, international trade and energy efficiency in European countries: An Autoregressive Distributed Lag (ARDL) modeling approach

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Listed:
  • Bohdan Kyshakevych
  • Stepan Nastoshyn
  • Olha Melnyk
  • Natalia Maksyshko
  • Oleksandr Svintsov

Abstract

In order to analyze the nature of relationship among time series represented eco-nomic growth, international trade and energy efficiency of 38 European countries for the period from 1995 to 2022 we employed the ARDL model. We identified bidirectional long-term causal relationships between energy intensity and GDP growth rates, as well as between carbon dioxide emissions intensity, GDP per capi-ta and the proportion of exports in GDP. The analysis showed that over the long term, enhancing the energy intensity contributes to an increase in their rate of eco-nomic growth. However, in the short term, energy intensity have a negative impact on the GDP growth. Policymakers can use the paper's findings to design policies that balance benefits of reducing energy intensity with sustainable growth.

Suggested Citation

  • Bohdan Kyshakevych & Stepan Nastoshyn & Olha Melnyk & Natalia Maksyshko & Oleksandr Svintsov, 2024. "The relationship between economic growth, international trade and energy efficiency in European countries: An Autoregressive Distributed Lag (ARDL) modeling approach," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 0(2), pages 141-160.
    • Handle: RePEc:fan:rissri:v:html10.3280/riss2024-002009
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    References listed on IDEAS

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    1. ANDREI, Dalina-Maria, 2023. "The energy efficiency issue in the European Union: perspectives, objectives and challenges," MPRA Paper 118326, University Library of Munich, Germany, revised 30 Jun 2023.
    2. Sebastian Kripfganz & Daniel C. Schneider, 2023. "ardl: Estimating autoregressive distributed lag and equilibrium correction models," Stata Journal, StataCorp LLC, vol. 23(4), pages 983-1019, December.
    3. Magdalena Ziolo & Sandra Jednak & Gordana Savić & Dragana Kragulj, 2020. "Link between Energy Efficiency and Sustainable Economic and Financial Development in OECD Countries," Energies, MDPI, vol. 13(22), pages 1-28, November.
    4. Sebastian Kripfganz & Daniel C. Schneider, 2023. "ardl: Estimating autoregressive distributed lag and equilibrium correction models," Stata Journal, StataCorp LLC, vol. 23(4), pages 983-1019, December.
    5. Nuno Carlos Leitão & Daniel Balsalobre Lorente, 2020. "The Linkage between Economic Growth, Renewable Energy, Tourism, CO 2 Emissions, and International Trade: The Evidence for the European Union," Energies, MDPI, vol. 13(18), pages 1-16, September.
    6. Younes Gholizadeh, 2020. "Causality Relationship between Energy Consumption and Economic Growth in the European Union Countries," EERI Research Paper Series EERI RP 2020/12, Economics and Econometrics Research Institute (EERI), Brussels.
    7. Angeliki N. Menegaki, 2019. "The ARDL Method in the Energy-Growth Nexus Field; Best Implementation Strategies," Economies, MDPI, vol. 7(4), pages 1-16, October.
    8. Meshkatus Salehin & Judit T. Kiss, 2022. "Testing the Causal Relationship between Economic Growth and Renewable Energy Consumption: Evidence from a Panel of EAGLE Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 12(1), pages 281-288.
    9. Ching-Cheng Lu & Liang-Chun Lu, 2019. "Evaluating the energy efficiency of European Union countries: The dynamic data envelopment analysis," Energy & Environment, , vol. 30(1), pages 27-43, February.
    10. Mandella Osei-Assibey Bonsu & Ying Wang, 2022. "The triangular relationship between energy consumption, trade openness and economic growth: new empirical evidence," Cogent Economics & Finance, Taylor & Francis Journals, vol. 10(1), pages 2140520-214, December.
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