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Three-dimensional ecological footprint and economic complexity nexus in GCC countries

Author

Listed:
  • Behnaz Saboori

    (Sultan Qaboos University)

  • Mohammad Hassan Tarazkar

    (Shiraz University)

Abstract

The ecological footprint is unable to separate stock capital from flow capital and measures only natural capital. In this study, the three-dimensional ecological footprint was measured for the Persian Gulf Cooperation Council (GCC). For the first time, the three-dimensional ecological footprint (EF3-D) and economic complexity nexus were examined in GCC countries, and the results are compared to the classical ecological footprint (EF2-D). The quantile regression method was used to investigate the impacts of economic complexity, population, economic growth, and energy consumption on different quantiles of EF2-D and EF3-D over the period 2000–2017. The results indicated that, in addition to its ecological benefits, economic complexity can effectively decouple environmental sustainability from both EF2-D and EF3-D in GCC countries. Additionally, empirical findings supported an inverse U-shaped relationship between both the three-dimensional and traditional ecological footprints and economic growth at all quantiles. Moreover, population and fossil fuel energy were found to have a positive effect on EF2-D and EF3-D in GCC countries. Based on these findings, policymakers are advised to propose comprehensive policies that target not just the size but also the depth of ecological footprints.

Suggested Citation

  • Behnaz Saboori & Mohammad Hassan Tarazkar, 2025. "Three-dimensional ecological footprint and economic complexity nexus in GCC countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 11675-11696, May.
  • Handle: RePEc:spr:endesu:v:27:y:2025:i:5:d:10.1007_s10668-023-04374-8
    DOI: 10.1007/s10668-023-04374-8
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    References listed on IDEAS

    as
    1. Ang, James B., 2007. "CO2 emissions, energy consumption, and output in France," Energy Policy, Elsevier, vol. 35(10), pages 4772-4778, October.
    2. Stephen K. Dimnwobi & Chukwunonso Ekesiobi & Chekwube V. Madichie & Simplice A. Asongu, 2021. "Population Dynamics and Environmental Quality in Africa," Working Papers 21/047, European Xtramile Centre of African Studies (EXCAS).
    3. Majeed, Abdul & Wang, Lijun & Zhang, Xiaohui & Muniba, & Kirikkaleli, Dervis, 2021. "Modeling the dynamic links among natural resources, economic globalization, disaggregated energy consumption, and environmental quality: Fresh evidence from GCC economies," Resources Policy, Elsevier, vol. 73(C).
    4. Chenery, Hollis & Taylor, Lance, 1968. "Development Patterns: Among Countries And Over Time," Center for International Affairs (CIA) Archive 294545, Harvard University, Center for International Affairs.
    5. Muhammad Yousaf Raza & Songlin Tang, 2022. "Inter-Fuel Substitution, Technical Change, and Carbon Mitigation Potential in Pakistan: Perspectives of Environmental Analysis," Energies, MDPI, vol. 15(22), pages 1-20, November.
    6. Olimpia Neagu & Mircea Constantin Teodoru, 2019. "The Relationship between Economic Complexity, Energy Consumption Structure and Greenhouse Gas Emission: Heterogeneous Panel Evidence from the EU Countries," Sustainability, MDPI, vol. 11(2), pages 1-29, January.
    7. Opoku, Eric Evans Osei & Aluko, Olufemi Adewale, 2021. "Heterogeneous effects of industrialization on the environment: Evidence from panel quantile regression," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 174-184.
    8. Houssem Eddine Chebbi & Marcelo Olarreaga & Habib Zitouna, 2011. "Trade Openness Andco2emissions In Tunisia," Middle East Development Journal (MEDJ), World Scientific Publishing Co. Pte. Ltd., vol. 3(01), pages 29-53.
    9. Hu, Guoheng & Can, Muhlis & Paramati, Sudharshan Reddy & Doğan, Buhari & Fang, Jianchun, 2020. "The effect of import product diversification on carbon emissions: New evidence for sustainable economic policies," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 198-210.
    10. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    11. Charfeddine, Lanouar, 2017. "The impact of energy consumption and economic development on Ecological Footprint and CO2 emissions: Evidence from a Markov Switching Equilibrium Correction Model," Energy Economics, Elsevier, vol. 65(C), pages 355-374.
    12. Koenker, Roger & Bassett, Gilbert, Jr, 1982. "Robust Tests for Heteroscedasticity Based on Regression Quantiles," Econometrica, Econometric Society, vol. 50(1), pages 43-61, January.
    13. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, December.
    14. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh, 2020. "The natural resources rents: Is economic complexity a solution for resource curse?," Resources Policy, Elsevier, vol. 69(C).
    15. Weidong Chen & Kaisheng Di & Quanling Cai & Dongli Li & Caiping Liu, 2023. "Research on Motivational Mechanisms and Pathways for Promoting Public Participation in Environmental Protection Behavior," IJERPH, MDPI, vol. 20(6), pages 1-18, March.
    16. W. W. Rostow, 1959. "The Stages Of Economic Growth," Economic History Review, Economic History Society, vol. 12(1), pages 1-16, August.
    17. Mealy, Penny & Teytelboym, Alexander, 2022. "Economic complexity and the green economy," Research Policy, Elsevier, vol. 51(8).
    18. Omri, Anis & Nguyen, Duc Khuong & Rault, Christophe, 2014. "Causal interactions between CO2 emissions, FDI, and economic growth: Evidence from dynamic simultaneous-equation models," Economic Modelling, Elsevier, vol. 42(C), pages 382-389.
    19. Hartmann, Dominik & Guevara, Miguel R. & Jara-Figueroa, Cristian & Aristarán, Manuel & Hidalgo, César A., 2017. "Linking Economic Complexity, Institutions, and Income Inequality," World Development, Elsevier, vol. 93(C), pages 75-93.
    20. Balsalobre-Lorente, Daniel & Contente dos Santos Parente, Clara & Leitão, Nuno Carlos & Cantos-Cantos, José María, 2023. "The influence of economic complexity processes and renewable energy on CO2 emissions of BRICS. What about industry 4.0?," Resources Policy, Elsevier, vol. 82(C).
    21. Romero, João P. & Gramkow, Camila, 2021. "Economic complexity and greenhouse gas emissions," World Development, Elsevier, vol. 139(C).
    22. repec:ipg:wpaper:2014-542 is not listed on IDEAS
    23. Muhammad Zahid Rafique & Abdul Majeed Nadeem & Wanjun Xia & Majid Ikram & Hafiz Muhammad Shoaib & Umer Shahzad, 2022. "Does economic complexity matter for environmental sustainability? Using ecological footprint as an indicator," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4623-4640, April.
    24. Hala Baydoun & Mehmet Aga, 2021. "The Effect of Energy Consumption and Economic Growth on Environmental Sustainability in the GCC Countries: Does Financial Development Matter?," Energies, MDPI, vol. 14(18), pages 1-17, September.
    25. Lin, Boqiang & Raza, Muhammad Yousaf, 2021. "Analysis of electricity consumption in Pakistan using index decomposition and decoupling approach," Energy, Elsevier, vol. 214(C).
    26. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    27. Shokoohi, Zeinab & Dehbidi, Navid Kargar & Tarazkar, Mohammad Hassan, 2022. "Energy intensity, economic growth and environmental quality in populous Middle East countries," Energy, Elsevier, vol. 239(PC).
    28. Simone Marsiglio & Alberto Ansuategi & Maria Carmen Gallastegui, 2016. "The Environmental Kuznets Curve and the Structural Change Hypothesis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 63(2), pages 265-288, February.
    29. Tomiwa Sunday Adebayo & Dervis Kirikkaleli, 2021. "Impact of renewable energy consumption, globalization, and technological innovation on environmental degradation in Japan: application of wavelet tools," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 16057-16082, November.
    30. Richardson, G B, 1972. "The Organisation of Industry," Economic Journal, Royal Economic Society, vol. 82(327), pages 883-896, September.
    31. Balsalobre-Lorente, Daniel & Ibáñez-Luzón, Lucia & Usman, Muhammad & Shahbaz, Muhammad, 2022. "The environmental Kuznets curve, based on the economic complexity, and the pollution haven hypothesis in PIIGS countries," Renewable Energy, Elsevier, vol. 185(C), pages 1441-1455.
    32. Uddin, Md Akther & Ali, Md Hakim & Masih, Mansur, 2017. "Political stability and growth: An application of dynamic GMM and quantile regression," Economic Modelling, Elsevier, vol. 64(C), pages 610-625.
    33. Elodie Mania, 2020. "Export Diversification and CO2 Emissions: An Augmented Environmental Kuznets Curve," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(2), pages 168-185, March.
    34. Newey, Whitney K & Powell, James L, 1987. "Asymmetric Least Squares Estimation and Testing," Econometrica, Econometric Society, vol. 55(4), pages 819-847, July.
    35. Andersson, Jan Otto & Lindroth, Mattias, 2001. "Ecologically unsustainable trade," Ecological Economics, Elsevier, vol. 37(1), pages 113-122, April.
    36. Niccolucci, V. & Bastianoni, S. & Tiezzi, E.B.P. & Wackernagel, M. & Marchettini, N., 2009. "How deep is the footprint? A 3D representation," Ecological Modelling, Elsevier, vol. 220(20), pages 2819-2823.
    37. Henry Laverde-Rojas & Juan C. Correa, 2021. "Economic Complexity, Economic Growth, and CO2 Emissions: A Panel Data Analysis," International Economic Journal, Taylor & Francis Journals, vol. 35(4), pages 411-433, October.
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