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A wavelet-based model of trade openness with ecological footprint in the MINT economies

Author

Listed:
  • Tomiwa Sunday Adebayo
  • Haktan Sevinç
  • Demet EroÄŸlu Sevinç
  • Opeoluwa Seun Ojekemi
  • Dervis Kirikkaleli

Abstract

The acceleration of ecological footprint and trade openness are two major hot subjects that have received much attention in recent years. Thus, the current study evaluates the interrelationship between ecological footprint and trade openness in Mexico, Indonesia, Nigeria, and Turkey (MINT) nations. The study utilized time series and panel analysis between 1961 and 2018. The research provides thorough information regarding this relationship for various time and frequency sub-periods by employing the partial wavelet, wavelet coherence, and multiple wavelet coherence techniques. The results from the wavelet coherence show that in the short and medium term, there is significant co-movement between ecological footprint and trade openness for Mexico and Indonesia, with trade openness driving ecological footprint positively at high and medium frequencies. Moreover, at all frequencies, trade openness drives ecological footprint positively for Nigeria and Turkey. The study validates that trade openness leads to the ecological footprint hypothesis in each nation. Furthermore, the multiple and partial wavelet coherence undoubtedly strengthens the occurrences spotted through the wavelet coherence in each nation. Based on these findings, policy recommendations are put forward.

Suggested Citation

  • Tomiwa Sunday Adebayo & Haktan Sevinç & Demet EroÄŸlu Sevinç & Opeoluwa Seun Ojekemi & Dervis Kirikkaleli, 2024. "A wavelet-based model of trade openness with ecological footprint in the MINT economies," Energy & Environment, , vol. 35(4), pages 2178-2197, June.
    • Handle: RePEc:sae:engenv:v:35:y:2024:i:4:p:2178-2197
    DOI: 10.1177/0958305X221150489
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    References listed on IDEAS

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    1. Luís Aguiar-Conraria & Maria Soares, 2011. "Oil and the macroeconomy: using wavelets to analyze old issues," Empirical Economics, Springer, vol. 40(3), pages 645-655, May.
    2. Abid, Mehdi & sakrafi, Habib & Gheraia, Zouheyr & Abdelli, Hanane, 2022. "Does renewable energy consumption affect ecological footprints in Saudi Arabia? A bootstrap causality test," Renewable Energy, Elsevier, vol. 189(C), pages 813-821.
    3. Wang, Wei & Rehman, Mubeen Abdur & Fahad, Shah, 2022. "The dynamic influence of renewable energy, trade openness, and industrialization on the sustainable environment in G-7 economies," Renewable Energy, Elsevier, vol. 198(C), pages 484-491.
    4. Adam B. Jaffe et al., 1995. "Environmental Regulation and the Competitiveness of U.S. Manufacturing: What Does the Evidence Tell Us?," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 132-163, March.
    5. Destek, Mehmet & Sinha, Avik, 2020. "Renewable, non-renewable energy consumption, economic growth, trade openness and ecological footprint: Evidence from organisation for economic Co-operation and development countries," MPRA Paper 104246, University Library of Munich, Germany, revised 2020.
    6. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    7. Liddle, Brantley, 2001. "Free trade and the environment-development system," Ecological Economics, Elsevier, vol. 39(1), pages 21-36, October.
    8. Alam, Md. Mahmudul & Murad, Md. Wahid, 2020. "The impacts of economic growth, trade openness and technological progress on renewable energy use in organization for economic co-operation and development countries," Renewable Energy, Elsevier, vol. 145(C), pages 382-390.
    9. ANDERSON, KYM & McKIBBIN, WARWICK J., 2000. "Reducing coal subsidies and trade barriers: their contribution to greenhouse gas abatement," Environment and Development Economics, Cambridge University Press, vol. 5(4), pages 457-481, October.
    10. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    11. Shuddhasattwa Rafiq & Ruhul Salim & Nicholas Apergis, 2016. "Agriculture, trade openness and emissions: an empirical analysis and policy options," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 60(3), pages 348-365, July.
    12. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    13. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LLC, vol. 6(4), pages 482-496, December.
    14. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    15. Daniel C. Esty, 2001. "Bridging the Trade-Environment Divide," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 113-130, Summer.
    16. Bommer, Rolf & Schulze, Gunther G., 1999. "Environmental improvement with trade liberalization," European Journal of Political Economy, Elsevier, vol. 15(4), pages 639-661, November.
    17. Jeffrey Frankel & Andrew Rose, 2002. "An Estimate of the Effect of Common Currencies on Trade and Income," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 437-466.
    18. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    19. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
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    1. Qiang Wang & Xinhua Wang & Rongrong Li, 2025. "Energy transition and environmental sustainability: the interplay with natural resource rents and trade openness," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-16, December.

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