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Gas in Transition: An ARDL Analysis of Economic and Fuel Drivers in the European Union

Author

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  • Olena Pavlova

    (Faculty of Management, AGH University of Krakow, Al. Mickiewicz 30, 30-059 Kraków, Poland
    Faculty of Economics and Management, Lesya Ukrainka Volyn National University, Voli Ave, 13, Lutsk, 43025 Volyn Region, Ukraine)

  • Kostiantyn Pavlov

    (Faculty of Economics and Management, Lesya Ukrainka Volyn National University, Voli Ave, 13, Lutsk, 43025 Volyn Region, Ukraine)

  • Oksana Liashenko

    (Faculty of Economics and Management, Lesya Ukrainka Volyn National University, Voli Ave, 13, Lutsk, 43025 Volyn Region, Ukraine
    Loughborough Business School, Loughborough University, Epinal Way, Loughborough LE11 3TU, UK)

  • Andrzej Jamróz

    (Faculty of Management, AGH University of Krakow, Al. Mickiewicz 30, 30-059 Kraków, Poland)

  • Sławomir Kopeć

    (Faculty of Computer Science, AGH University of Krakow, Al. Mickiewicz 30, 30-059 Kraków, Poland)

Abstract

This study investigates the short- and long-run drivers of natural gas consumption in the European Union using an ARDL bounds testing approach. The analysis incorporates GDP per capita, liquid fuel use, and solid fuel use as explanatory variables. Augmented Dickey–Fuller tests confirm mixed integration orders, allowing valid ARDL estimation. The results reveal a statistically significant long-run relationship (cointegration) between gas consumption and the energy–economic system. In the short run, the use of liquid fuel exerts a strong positive influence on gas demand, while the effects of GDP materialise only after a two-year lag. Solid fuels show a delayed substitutive impact, reflecting the ongoing transition from coal. An error correction model confirms rapid convergence to equilibrium, with 77% of deviations corrected within one period. Recursive residual and CUSUM tests indicate structural stability over time. These findings highlight the responsiveness of EU gas demand to both economic and policy signals, offering valuable insights for energy modelling and strategic planning under the European Green Deal.

Suggested Citation

  • Olena Pavlova & Kostiantyn Pavlov & Oksana Liashenko & Andrzej Jamróz & Sławomir Kopeć, 2025. "Gas in Transition: An ARDL Analysis of Economic and Fuel Drivers in the European Union," Energies, MDPI, vol. 18(14), pages 1-16, July.
    • Handle: RePEc:gam:jeners:v:18:y:2025:i:14:p:3876-:d:1706197
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    References listed on IDEAS

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    1. Nathalie Müller & Jordi J. Teixidó, 2021. "The effect of the EU ETS free allowance allocation on energy mix diversification: the case of Poland’s power sector," Climate Policy, Taylor & Francis Journals, vol. 21(6), pages 804-822, July.
    2. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    3. Vitor Miguel Ribeiro & Gustavo Soutinho & Isabel Soares, 2023. "Natural Gas Prices in the Framework of European Union’s Energy Transition: Assessing Evolution and Drivers," Energies, MDPI, vol. 16(4), pages 1-46, February.
    4. Tomasz Rokicki & Radosław Jadczak & Adam Kucharski & Piotr Bórawski & Aneta Bełdycka-Bórawska & András Szeberényi & Aleksandra Perkowska, 2022. "Changes in Energy Consumption and Energy Intensity in EU Countries as a Result of the COVID-19 Pandemic by Sector and Area Economy," Energies, MDPI, vol. 15(17), pages 1-26, August.
    5. Sadorsky, Perry, 2012. "Energy consumption, output and trade in South America," Energy Economics, Elsevier, vol. 34(2), pages 476-488.
    6. Filippos Proedrou, 2023. "EU Decarbonization under Geopolitical Pressure: Changing Paradigms and Implications for Energy and Climate Policy," Sustainability, MDPI, vol. 15(6), pages 1-14, March.
    7. Sofia Tsemekidi Tzeiranaki & Paolo Bertoldi & Francesca Diluiso & Luca Castellazzi & Marina Economidou & Nicola Labanca & Tiago Ribeiro Serrenho & Paolo Zangheri, 2019. "Analysis of the EU Residential Energy Consumption: Trends and Determinants," Energies, MDPI, vol. 12(6), pages 1-27, March.
    8. Shahbaz, Muhammad & Lean, Hooi Hooi & Shabbir, Muhammad Shahbaz, 2012. "Environmental Kuznets Curve hypothesis in Pakistan: Cointegration and Granger causality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2947-2953.
    9. Marta Daroń & Marlena Wilk, 2021. "Management of Energy Sources and the Development Potential in the Energy Production Sector—A Comparison of EU Countries," Energies, MDPI, vol. 14(3), pages 1-12, January.
    10. Janusz Myszczyszyn & Błażej Suproń, 2021. "Relationship among Economic Growth (GDP), Energy Consumption and Carbon Dioxide Emission: Evidence from V4 Countries," Energies, MDPI, vol. 14(22), pages 1-20, November.
    11. Jan Abrell and Hannes Weigt, 2016. "The Short and Long Term Impact of Europe's Natural Gas Market on Electricity Markets until 2050," The Energy Journal, International Association for Energy Economics, vol. 0(Sustainab).
    12. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    13. Marius-Corneliu Marinaș & Marin Dinu & Aura-Gabriela Socol & Cristian Socol, 2018. "Renewable energy consumption and economic growth. Causality relationship in Central and Eastern European countries," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-29, October.
    14. Jan Abrell & Hannes Weigt, 2016. "The Short and Long Term Impact of Europe’s Natural Gas Market on Electricity Markets until 2050," The Energy Journal, , vol. 37(3_suppl), pages 125-146, December.
    15. Mihaela Simionescu & Carmen Beatrice Păuna & Tiberiu Diaconescu, 2020. "Renewable Energy and Economic Performance in the Context of the European Green Deal," Energies, MDPI, vol. 13(23), pages 1-19, December.
    16. Saleh Mothana Obadi & Matej Korcek, 2023. "Examining the Drivers of Natural Gas Price in Europe - Focus on the Role of Speculators," International Journal of Energy Economics and Policy, Econjournals, vol. 13(3), pages 356-366, May.
    17. Mihail Busu, 2020. "Analyzing the Impact of the Renewable Energy Sources on Economic Growth at the EU Level Using an ARDL Model," Mathematics, MDPI, vol. 8(8), pages 1-18, August.
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