Research Article
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Year 2025, Volume: 9 Issue: 2, 362 - 371, 28.06.2025
https://doi.org/10.30518/jav.1637847

Abstract

References

  • Adedoyin, F.F., Nwulu, N. & Bekun, F.V. (2021). Environmental degradation, energy consumption and sustainable development: Accounting for the role of economic complexities with evidence from world bank ıncome clusters. Business Strategy and The Environment, 30(5), 2727-2740.
  • Aldegheishem, A. (2024). The impact of air transportation, trade openness, and economic growth on CO2 emissions in Saudi Arabia. Front. Environ. Sci., 12, 1-11.
  • Ali, S., Jiang, J., Hassan, S.T. & Shah, A.A. (2022). Revolution of nuclear energy efficiency, economic complexity, air transportation and ındustrial ımprovement on environmental footprint cost: A novel dynamic simulation approach. Nuclear Engineering and Technology, 54(10), 1-13.
  • Avotra, A.A.R.N. & Nawaz, A. (2023). Asymmetric impact of transportation on CO2 emissions influencing SDGs of climate change. Chemosphere, 324, 138301, 1-12.
  • Bersvendsen, T. & Ditzen, J. (2021). Testing for slope heterogeneity in Stata. The Stata Journal, 21(1), 51-80.
  • Beşer, N. Ö., Tütüncü, A., Beşer, M. & Magazzino, C. (2024). The impact of air and rail transportation on environmental pollution in Turkey: A fourier cointegration analysis. Management of Environmental Quality: An International Journal, 35(8), 1836-1857.
  • Binsuwadan, J. (2024). Transport sector emissions and environmental sustainability: Empirical evidence from GCC. Economies Sustainability, 16(23), 2-17.
  • Blomquist, J. & Westerlund, J. (2013). Testing slope homogeneity in large panels with serial correlation. Ecolet, 121, 374-378.
  • Breusch T.S. & Pagan, A.R. (1980). The lagrange multiplier test and its applications to model specification in econometrics. The Review of Economic Studies, 47(1), 239-253.
  • Çetin, M., Sarıgül, S. S., Topcu, B. A., Alvarado, R. & Karataser, B. (2023). Does globalization mitigate environmental degradation in selected emerging economies? Assessment of the role of financial development, economic growth, renewable energy consumption and urbanization. Environmental Science and Pollution Research, 30(45), 100340-100359.
  • Chatti, W. & Majeed, M. T. (2022). Investigating the links between ICTs, passenger transportation, and environmental sustainability. Environmental Science and Pollution Research, 29(18), 26564-26574.
  • Chen, J., Hu, X., Razi, U. & Rexhepi, G. (2022). The sustainable potential of efficient airtransportation industry and green innovation in realising environmental sustainability in G7 countries. Econ. Research-Ekonomska Istraživanja, 35 (1), 3814–3835.
  • Chen, P., Karavias, Y. & Tzavalis, E. (2022c). Panel unit root tests with structural breaks. The Stata Journal, 22(3), 664-678.
  • Chen, P., Karavias, Y., Tzavalis, E. (2022c). Panel unit root tests with structural breaks. The Stata Journal, 22(3), 664-678.
  • Dursun, E. (2022). The nexus among civil aviation, energy performance efficiency and GDP in terms of ecological footprint: Evidence from France and Finland. In: International Journal of Energ Economics and Policy, 12 (5) 243-251. https://econjournals.com/index.php/ijeep/article/download/13399/6922/31166
  • Eberhardt, M. & Bond, S. (2009). Cross-section dependence in nonstationary panel models: a novel estimator. MPRA Paper No. 17692. https://mpra.ub.uni-muenchen.de/17692/
  • Eberhardt, M., & Teal, F. (2010). Productivity analysis in global manufacturing production. University of Oxford Department of Economics Discussion Paper .515 1-32.
  • Ghannouchi, I., Ouni, F. & Aloulou, F. (2023). Investigating the impact of transportation system and economic growth on CO2 emissions: Application of GMM System for 33 european countries. Environmental Science and Pollution Research, 30(39), 90656-90674.
  • Gyamfi, B.A., Bekun, F.V., Balsalobre-Lorente, D., Onİfade, S.T. & Ampomah, A.B. (2022). Beyond the environmental Kuznets curve: Do combined impacts of air transport and rail transport matter for environmental sustainability amidst energy use in E7 economies? Environ. Dev. Sustain, 24, 11852–11870.
  • Habib, Y., Xia, E., Hashmi, S. H. & Yousaf, A. U. (2022). Testing the heterogeneous effect of air transport intensity on CO2 emissions in G20 countries: An advanced empirical analysis. Environmental Science and Pollution Research, 29(29), 44020-44041.
  • Hassan, S.A. & Nosheen,.M. (2018). The ımpact of air transportation on CO2, methane, and nitrous oxide emissions in pakistan: evidence from ARDL modelling approach. International Journal of Innovation and Economic Development, 3(6), 7-32.
  • Hassan, S.A., Nosheen, M., Rafaz, N. & Haq, I. (2012). Exploring the existence of aviation Kuznets curve in the context of environmental pollution for OECD nations. Environ. Dev. Sustain., 23, 15266–15289.
  • IPCC. (1999). Intergovernmental Panel on Climate Change: Aviation and the Global Atmosphere. A Special Report of IPCC Working Groups I and III. Cambridge: Cambridge University Press.
  • J. Dai, R. Alvarado, S. Ali, Z. Ahmed, M.S. Meo, Transport infrastructure, economic growth, and transport CO2 emissions nexus: does green energy consumption in the transport sector matter? Environ. Sci. Pollut. Res. 30 (2023) 40094–40106,
  • Juodis, A., Karavias, Y. & Sarafidis, V. (2021). A homogeneous approach to testing for granger non-causality in heterogeneous panels. Empirical Economics, 60, 93-112.
  • Karavias, Y. & Tzavalis, E. (2014). Testing for unit roots in short panels allowing for a structural break. Computational Statistics and Data Analysis, 76, 391-407.
  • Katircioglu, S. (2024). The role of air transportation in emissions through energy usage: Evidence from global data. In Natural Resources Forum, Oxford, UK: Blackwell Publishing Ltd, 1-25.
  • Kırcı Altınkeski, B., Özyiğit, O. & Çevik, E. (2022). Çevre dostu teknolojiler, sivil havacılık ve çevre kalitesi arasındaki ilişkisi: panel eşik değer regresyon analizi. Gaziantep Üniversitesi Sosyal Bilimler Dergisi, 21(3), 1162- 1179.
  • Kongbuamai, N., Hashemizadeh, A., Cheung, V. & Bui, D. H. (2023). Exposing the environmental impacts of air transportation on the ecological system: empirical evidence from APEC countries. Heliyon, 9(9).
  • Lin, M. C. & Wu, C. F. (2022). Transportation, environmental degradation, and health dynamics in the United States and China: Evidence from bootstrap ARDL with a fourier function. Frontiers in Public Health, 10, 907390.
  • OXFAM (2023) Are G20 countries doing theır fair share of global climate mitigatıon? OXFAM Discussion Papers September.
  • Our World in Data (2024). Data catalog. https://ourworldindata.org/data
  • Pesaran, M. H. (2015). Testing weak cross-sectional dependence in large panels, Econometric Reviews, 34(6- 10), 1089-1117.
  • Pesaran, M.H. & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of econometrics, 142, 50-93.
  • Ritchie, H. (2020). Cars, planes, trains: where do CO2 emissions from transport come from? Available at: https://ourworldindata.org/co2-emissions-from-transport
  • Saleem, H., Jiandong, W., Zaman, K., Elsherbini E. E. & Mohamd, S. A. (2018). The impact of air-railways transportation, energy demand, bilateral aid flows, and population density on environmental degradation: Evidence from a panel of next-11 countries. Transportation Research Part D: Transport and Environment, 62, 152–168.
  • Salhi, J., Dhibi, M. & Ouni, F. (2024). The dynamic linkage between ecological footprint, foreign direct investment, industrialization, urbanization and airway freight transportation. Evidence from BICS countries.IEEE 15th International Colloquium on Logistics and Supply Chain Management, 1-8, IEEE.
  • Statista (2024a). Available at: https://www.statista.com/statistics/1129656/global-share-of-co2-emissions- from-fossil-fuel-and-cement/
  • Statista (2024b). Share of global gross domestic product from G7 and G20 countries in 2022 and projections for 2027. https://www.statista.com/statistics/722962/g20-share-of-global-gdp/
  • UN. (2021). Department of economic and social affairs. Available at: https://sdgs.un.org/goals/goal7
  • World Bank (2024). World development indicators. https://databank.worldbank.org/source/world- development-indicators
  • Xiao, J., Juodis, A., Karavias, Y., Sarafidis, V. & Ditzen, J. (2023). Improved tests for granger noncausality in panel data. The Stata Journal, 23(1), 230-242.
  • Xiong, X., Song, X., Kaygorodova, A., Ding, X., Guo, L. & Huang, J. (2023). Aviation and CO2 emissions: Evidence from airport operations. Journal of Air Transport Management, 109, 102383.
  • Yaşar, E. (2022). Hava taşımacılığı, bilgi iletişim teknolojisi, ekonomik büyüme ve nüfusun CO2 emisyonlarına etkisi: Türkiye örneği. Ekonomi İşletme ve Maliye Araştırmaları Dergisi, 4(3), 172-193.
  • Yıldız, G. A. & Yıldız, B. (2024). CO2 emisyonu, hava yolu taşımacılığı, yenilenebilir enerji tüketimi ve ekonomik büyüme arasındaki ilişki: Beşli grup (G5) örneği. Alanya Akademik Bakış, 8(1), 48-63.
  • Zanjani, Z., Soares, I. & Macedo, P. (2023). Investigating CO2 emissions from aviation in oil producing countries using a two-stage maximum entropy approach. Energy, 278, 127898.

The Relationship Between Airline Transportation and Carbon Emissions: The Case of G20 Countries

Year 2025, Volume: 9 Issue: 2, 362 - 371, 28.06.2025
https://doi.org/10.30518/jav.1637847

Abstract

Employing the panel data analysis, this research discusses the impact of air transportation on carbon emissions (CO2) in G20 nations employing data from 1994 to 2021. The analysis revealed that there exists a positive but statistically insignificant relationship between air passenger transportation and freight transportation, and an adverse relationship between air passenger transportation and CO2. In the research model, it was claimed that more economic growth, the use of fossil fuels, and trade openness would all result in higher CO2 nevertheless, this rise in trade openness was deemed statistically insignificant. Furthermore, the causality results indicate that unidirectional causality was found between CO2 emissions and trade liberalization, economic growth, the use of fossil fuels, and air freight transport. In contrast, bidirectional causality was found between CO2 and air passenger transport. According to the findings, it might be suggested that policies like allowing sustainable aviation fuels to take a larger share of the air transportation market, creating technological advancements, initiating research and development, and supplying energy—the engine of economic growth—from clean and renewable sources such as wind and solar power are crucial steps for G20 nations to meet their zero emission targets and assure sustainability in the aviation industry.

References

  • Adedoyin, F.F., Nwulu, N. & Bekun, F.V. (2021). Environmental degradation, energy consumption and sustainable development: Accounting for the role of economic complexities with evidence from world bank ıncome clusters. Business Strategy and The Environment, 30(5), 2727-2740.
  • Aldegheishem, A. (2024). The impact of air transportation, trade openness, and economic growth on CO2 emissions in Saudi Arabia. Front. Environ. Sci., 12, 1-11.
  • Ali, S., Jiang, J., Hassan, S.T. & Shah, A.A. (2022). Revolution of nuclear energy efficiency, economic complexity, air transportation and ındustrial ımprovement on environmental footprint cost: A novel dynamic simulation approach. Nuclear Engineering and Technology, 54(10), 1-13.
  • Avotra, A.A.R.N. & Nawaz, A. (2023). Asymmetric impact of transportation on CO2 emissions influencing SDGs of climate change. Chemosphere, 324, 138301, 1-12.
  • Bersvendsen, T. & Ditzen, J. (2021). Testing for slope heterogeneity in Stata. The Stata Journal, 21(1), 51-80.
  • Beşer, N. Ö., Tütüncü, A., Beşer, M. & Magazzino, C. (2024). The impact of air and rail transportation on environmental pollution in Turkey: A fourier cointegration analysis. Management of Environmental Quality: An International Journal, 35(8), 1836-1857.
  • Binsuwadan, J. (2024). Transport sector emissions and environmental sustainability: Empirical evidence from GCC. Economies Sustainability, 16(23), 2-17.
  • Blomquist, J. & Westerlund, J. (2013). Testing slope homogeneity in large panels with serial correlation. Ecolet, 121, 374-378.
  • Breusch T.S. & Pagan, A.R. (1980). The lagrange multiplier test and its applications to model specification in econometrics. The Review of Economic Studies, 47(1), 239-253.
  • Çetin, M., Sarıgül, S. S., Topcu, B. A., Alvarado, R. & Karataser, B. (2023). Does globalization mitigate environmental degradation in selected emerging economies? Assessment of the role of financial development, economic growth, renewable energy consumption and urbanization. Environmental Science and Pollution Research, 30(45), 100340-100359.
  • Chatti, W. & Majeed, M. T. (2022). Investigating the links between ICTs, passenger transportation, and environmental sustainability. Environmental Science and Pollution Research, 29(18), 26564-26574.
  • Chen, J., Hu, X., Razi, U. & Rexhepi, G. (2022). The sustainable potential of efficient airtransportation industry and green innovation in realising environmental sustainability in G7 countries. Econ. Research-Ekonomska Istraživanja, 35 (1), 3814–3835.
  • Chen, P., Karavias, Y. & Tzavalis, E. (2022c). Panel unit root tests with structural breaks. The Stata Journal, 22(3), 664-678.
  • Chen, P., Karavias, Y., Tzavalis, E. (2022c). Panel unit root tests with structural breaks. The Stata Journal, 22(3), 664-678.
  • Dursun, E. (2022). The nexus among civil aviation, energy performance efficiency and GDP in terms of ecological footprint: Evidence from France and Finland. In: International Journal of Energ Economics and Policy, 12 (5) 243-251. https://econjournals.com/index.php/ijeep/article/download/13399/6922/31166
  • Eberhardt, M. & Bond, S. (2009). Cross-section dependence in nonstationary panel models: a novel estimator. MPRA Paper No. 17692. https://mpra.ub.uni-muenchen.de/17692/
  • Eberhardt, M., & Teal, F. (2010). Productivity analysis in global manufacturing production. University of Oxford Department of Economics Discussion Paper .515 1-32.
  • Ghannouchi, I., Ouni, F. & Aloulou, F. (2023). Investigating the impact of transportation system and economic growth on CO2 emissions: Application of GMM System for 33 european countries. Environmental Science and Pollution Research, 30(39), 90656-90674.
  • Gyamfi, B.A., Bekun, F.V., Balsalobre-Lorente, D., Onİfade, S.T. & Ampomah, A.B. (2022). Beyond the environmental Kuznets curve: Do combined impacts of air transport and rail transport matter for environmental sustainability amidst energy use in E7 economies? Environ. Dev. Sustain, 24, 11852–11870.
  • Habib, Y., Xia, E., Hashmi, S. H. & Yousaf, A. U. (2022). Testing the heterogeneous effect of air transport intensity on CO2 emissions in G20 countries: An advanced empirical analysis. Environmental Science and Pollution Research, 29(29), 44020-44041.
  • Hassan, S.A. & Nosheen,.M. (2018). The ımpact of air transportation on CO2, methane, and nitrous oxide emissions in pakistan: evidence from ARDL modelling approach. International Journal of Innovation and Economic Development, 3(6), 7-32.
  • Hassan, S.A., Nosheen, M., Rafaz, N. & Haq, I. (2012). Exploring the existence of aviation Kuznets curve in the context of environmental pollution for OECD nations. Environ. Dev. Sustain., 23, 15266–15289.
  • IPCC. (1999). Intergovernmental Panel on Climate Change: Aviation and the Global Atmosphere. A Special Report of IPCC Working Groups I and III. Cambridge: Cambridge University Press.
  • J. Dai, R. Alvarado, S. Ali, Z. Ahmed, M.S. Meo, Transport infrastructure, economic growth, and transport CO2 emissions nexus: does green energy consumption in the transport sector matter? Environ. Sci. Pollut. Res. 30 (2023) 40094–40106,
  • Juodis, A., Karavias, Y. & Sarafidis, V. (2021). A homogeneous approach to testing for granger non-causality in heterogeneous panels. Empirical Economics, 60, 93-112.
  • Karavias, Y. & Tzavalis, E. (2014). Testing for unit roots in short panels allowing for a structural break. Computational Statistics and Data Analysis, 76, 391-407.
  • Katircioglu, S. (2024). The role of air transportation in emissions through energy usage: Evidence from global data. In Natural Resources Forum, Oxford, UK: Blackwell Publishing Ltd, 1-25.
  • Kırcı Altınkeski, B., Özyiğit, O. & Çevik, E. (2022). Çevre dostu teknolojiler, sivil havacılık ve çevre kalitesi arasındaki ilişkisi: panel eşik değer regresyon analizi. Gaziantep Üniversitesi Sosyal Bilimler Dergisi, 21(3), 1162- 1179.
  • Kongbuamai, N., Hashemizadeh, A., Cheung, V. & Bui, D. H. (2023). Exposing the environmental impacts of air transportation on the ecological system: empirical evidence from APEC countries. Heliyon, 9(9).
  • Lin, M. C. & Wu, C. F. (2022). Transportation, environmental degradation, and health dynamics in the United States and China: Evidence from bootstrap ARDL with a fourier function. Frontiers in Public Health, 10, 907390.
  • OXFAM (2023) Are G20 countries doing theır fair share of global climate mitigatıon? OXFAM Discussion Papers September.
  • Our World in Data (2024). Data catalog. https://ourworldindata.org/data
  • Pesaran, M. H. (2015). Testing weak cross-sectional dependence in large panels, Econometric Reviews, 34(6- 10), 1089-1117.
  • Pesaran, M.H. & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of econometrics, 142, 50-93.
  • Ritchie, H. (2020). Cars, planes, trains: where do CO2 emissions from transport come from? Available at: https://ourworldindata.org/co2-emissions-from-transport
  • Saleem, H., Jiandong, W., Zaman, K., Elsherbini E. E. & Mohamd, S. A. (2018). The impact of air-railways transportation, energy demand, bilateral aid flows, and population density on environmental degradation: Evidence from a panel of next-11 countries. Transportation Research Part D: Transport and Environment, 62, 152–168.
  • Salhi, J., Dhibi, M. & Ouni, F. (2024). The dynamic linkage between ecological footprint, foreign direct investment, industrialization, urbanization and airway freight transportation. Evidence from BICS countries.IEEE 15th International Colloquium on Logistics and Supply Chain Management, 1-8, IEEE.
  • Statista (2024a). Available at: https://www.statista.com/statistics/1129656/global-share-of-co2-emissions- from-fossil-fuel-and-cement/
  • Statista (2024b). Share of global gross domestic product from G7 and G20 countries in 2022 and projections for 2027. https://www.statista.com/statistics/722962/g20-share-of-global-gdp/
  • UN. (2021). Department of economic and social affairs. Available at: https://sdgs.un.org/goals/goal7
  • World Bank (2024). World development indicators. https://databank.worldbank.org/source/world- development-indicators
  • Xiao, J., Juodis, A., Karavias, Y., Sarafidis, V. & Ditzen, J. (2023). Improved tests for granger noncausality in panel data. The Stata Journal, 23(1), 230-242.
  • Xiong, X., Song, X., Kaygorodova, A., Ding, X., Guo, L. & Huang, J. (2023). Aviation and CO2 emissions: Evidence from airport operations. Journal of Air Transport Management, 109, 102383.
  • Yaşar, E. (2022). Hava taşımacılığı, bilgi iletişim teknolojisi, ekonomik büyüme ve nüfusun CO2 emisyonlarına etkisi: Türkiye örneği. Ekonomi İşletme ve Maliye Araştırmaları Dergisi, 4(3), 172-193.
  • Yıldız, G. A. & Yıldız, B. (2024). CO2 emisyonu, hava yolu taşımacılığı, yenilenebilir enerji tüketimi ve ekonomik büyüme arasındaki ilişki: Beşli grup (G5) örneği. Alanya Akademik Bakış, 8(1), 48-63.
  • Zanjani, Z., Soares, I. & Macedo, P. (2023). Investigating CO2 emissions from aviation in oil producing countries using a two-stage maximum entropy approach. Energy, 278, 127898.
There are 46 citations in total.

Details

Primary Language English
Subjects Environmental Economy
Journal Section Research Article
Authors

Kübra Gül 0000-0001-9845-0082

Publication Date June 28, 2025
Submission Date February 12, 2025
Acceptance Date June 11, 2025
Published in Issue Year 2025 Volume: 9 Issue: 2

Cite

APA Gül, K. (2025). The Relationship Between Airline Transportation and Carbon Emissions: The Case of G20 Countries. Journal of Aviation, 9(2), 362-371. https://doi.org/10.30518/jav.1637847

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