Research Article
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Year 2025, Volume: 8 Issue: 1, 139 - 151, 31.03.2025
https://doi.org/10.35208/ert.1488726

Abstract

References

  • E. Yontar “Challenges, threats and advantages of using blockchain technology in the framework of sustainability of the logistics sector,” Turkish Journal of Engineering, Vol. 7(3), pp. 186-195, 2023. [CrossRef]
  • C. Altuntaş, and D. Türker, “Sürdürülebilir tedarik zincirleri: Sürdürülebilirlik raporlarının içerik analizi,” Dokuz Eylul University The Journal of Graduate School of Social Sciences, Vol. 14(3), pp. 39-64, 2012.
  • E. Alpman, and A. Y. Göğüş, “Havacılıkta sürdürülebilir gelişme göstergeleri,” Journal of Sustainable Aviation Researches, Vol. 2(1), pp. 1-11. [CrossRef]
  • O. Çetin, and A. D. Sain, “Lojistik Sektöründe Sürdürülebilirlik Uygulamaları,” IV. International Caucasus-Central Asia Foreign Trade and Logistics Congress, Didim/AYDIN. 2018, 7-8 September. Available at: https://ulk.ist/media/kitap/IV-UKODTLK/lojistik-sektorunde-surdurulebilirlik-uygulamalari.pdf Accessed on Feb 26, 2025.
  • S. Wu, M. D. Kremantzis, U. Tanveer, S. Ishaq, X. O’Dea, and H. Jin, “Performance evaluation of the global airline industry under the impact of the COVID-19 pandemic: A dynamic network data envelopment analysis approach,” Journal of Air Transport Management, Vol. 118, Article 102597, 2024. [CrossRef]
  • G. Tanrıverdi, R. Merkert, Ç. Karamaşa, and V. Asker, “Using multi-criteria performance measurement models to evaluate the financial, operational and environmental sustainability of airlines,” Journal of Air Transport Management, Vol. 112, Article 102456, 2023. [CrossRef]
  • S. Seker, “Evaluation of agile attributes for low-cost carriers to achieve sustainable development using an integrated MCDM approach” Management Decision, 2024. [Epub ahead of print]. https://doi.org/10.1108/MD-10-2023-1896 [CrossRef]
  • T. T. Dang, N. A. T. Nguyen, V. T. T. Nguyen, and L. T. H. Dang, “A two-stage multi-criteria supplier selection model for sustainable automotive supply chain under uncertainty,” Axioms, Vol. 11, Article 228, 2022. [CrossRef]
  • R. Kumari, and A. R. Mishra, “Multi-criteria COPRAS method based on parametric measures for intuitionistic fuzzy sets: application of green supplier selection”. Iranian Journal of Science and Technology, Transactions of Electrical Engineering, Vol. 44, pp. 1645-1662, 2020. [CrossRef]
  • S. Kaya, and N. Erginel, “Futuristic airport: A sustainable airport design by integrating hesitant fuzzy SWARA and hesitant fuzzy sustainable quality function deployment,” Journal of Cleaner Production, Vol. 275, pp. 1-15, 2020. [CrossRef]
  • B. H. Kutlu, and Ö. Erçoşkun, “Türkı̇ye’dekı̇ Lojı̇stı̇k Fı̇rmalarının Yeşı̇l Lojı̇stı̇k Uygulamaları Üzerı̇nden Değerlendı̇rmesı̇,” Eksen Journal of Dokuz Eylul University Faculty of Architecture, Vol. 2(1), pp. 52-71, 2021.
  • H. Semercioğlu, and H. Özkoç, “Analitik Hiyerarşi Proses İle Desteklenmiş Sosyal Seçim Teorisi: Havayollarında Uçak Süreci,” Journal of Social Sciences and Humanities Researcher, Vol. 20(44), pp. 67-92, 2019.
  • N. Osintsev, “Multi-criteria decision-making methods in green logistics,” World of Transport an Transportation, Vol. 19(5), pp. 231-240, 2021. [CrossRef]
  • S. F. Alkhatib, and Y. K. A. A. Migdadi, “A novel technique for evaluating and ranking green airlines: Benchmarking-base comparison,” Management of Environmental Quality, Vol. 32(2), pp. 210-226, 2021. [CrossRef]
  • T. C. Kuo, C. W. Hsu, J. Y. Li, “Developing a green supplier selection model by using the DANP with VIKOR.” Sustainability, Vol. 7, pp. 1661-1689, 2015. [CrossRef]
  • O. Alharasees, and U. Kale, “Applying AHP for supplier selection in aviation: a multi-criteria decision-making approach,” International Journal of Sustainable Aviation, 9(4), pp. 293-313, 2023. [CrossRef]
  • Ş. Kılkış, and Ş. Kılkış, “Benchmarking aircraft metabolism based on a Sustainable Airline Index,” Journal of Cleaner Production, Vol. 167, pp. 1068-1083, 2017.
  • M. Ş. Durak, and A. K. Yilmaz, “Airline selection criteria at air cargo transportation industry,” Transport & Logistics: the International Journal, Vol. 16, Article 40, 2016.
  • E. R. Elhmoud, A. A. Kutty, “Sustainability Assessment in Aviation Industry: A Mini- Review on the Tools, Models and Methods of Assessment.” 2nd African International Conference on Industrial Engineering and Operations Management Harare, Zimbabwe, 7-10 December, 2021.
  • H. Aracı, and F. Yüksel, “Sürdürülebilirlik Performansinin Ölçülmesi: Bist Sürdürülebilirlik Endeksindeki İşletmelerin Sürdürülebilir Katma Değerinin Hesaplanması.” International Journal of Management Economics and Business, Suppl 16, pp. 786-801, 2016. [CrossRef]
  • D. I. Stavrou, E. Y. Siskos, N. P. Ventikos, and J. E. Psarras, “Robust Evaluation of Risks in Ship-to-Ship Transfer Operations: Application of the STOCHASTIC UTA Multicriteria Decision Support Method” PTW Lee and Z. Yang (Eds.), Multi-Criteria Decision Making in Maritime Studies and Logistics: Applications and Cases, Springer, 2018. [CrossRef]
  • M. Kabak, and B. Erdebilli. “Bulanik Cok Kriterli Karar Verme Yöntemleri: MS Excel ve Software Cözümlü Uygulamalar,” Nobel Akademik Yayincilik, 2021.
  • H. Altın, “Karar verme sürecinde COPRAS yöntemi uygulaması,” Ekonomi, İşletme ve Maliye Araştırmaları Dergisi, Vol. 3(2), pp. 136-155, 2021. [CrossRef]
  • V. Kersuliene, EK Zavadskas, and Z. Turskis, “Selection of rational dispute resolution method by applying new step-wise weight assessment ratio analysis (SWARA),” Journal of Business Economics and Management, Vol. 11(2), pp. 243–258, 2010. [CrossRef]
  • H. S. Zolfani, and J. Saparauskas, “New application of SWARA method in prioritizing sustainability assessment indicators of energy system,” Engineering Economics, Vol. 24(5), pp. 408–414, 2013. [CrossRef]
  • S. Opricović, and G. H. Tzeng, “Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS.” European Journal of Operational Research, Vol. 156(2), pp. 445-455, 2004. [CrossRef]
  • Cargolux, “Corporate Social Responsibility,” 2021. Available at: https://www.cargolux.com/media/xogebwih/csrreport2021.pdf Accessed Jul 10, 2023.
  • UPS GRI, “Global Reporting Initiative,” 2021. Available at: https://about.ups.com/content/dam/upsstories/assets/reporting/sustainability-2021/2021%20UPS%20GRI%20Report.pdf Accessed Jul 10, 2023.
  • Korean Air, “ESG Report,” 2021. Available at: https://www.koreanair.com/content/dam/koreanair/ko/footer/about-us/sustainable-management/report/2021_Korean%20Air%20ESG%20Report_en.pdf Accessed Jul 10, 2023.
  • Turkish Airlines, “Sustainability Report,” 2021. Available at: https://investor.turkishairlines.com/documents/sustainability/turkish-airlines-sustainability-report-2021.pdf Accessed Jun 12, 2023.
  • China Airlines, “Corporate Sustainability Report,” 2021. Available at: https://calec.china-airlines.com/csr/en/download/2021/2021-en-CSR.pdf Accessed Jun 11, 2023.
  • Emirates, “Annual Report 2020-2021,” 2021. [Online] Available at: https://c.ekstatic.net/ecl/documents/annual-report/2020-2021.pdf Accessed Jul 23, 2023.
  • Cathay Pacific, “Sustainable Development Report,” 2021. Available at: https://sustainability.cathaypacific.com/wpcontent/uploads/2022/05/Cathay_Pacific_SDR_2021_EN_Final.pdf Accessed Jul 10, 2023.
  • China Southern Airlines, “Corporate Social Responsibility Report,” 2021. Available at: https://www.csair.com/en/about/investor/qitabaogao/2022/resource/144355e63b07bd454cec5111d7a23c0b.pdf Accessed Jul 20, 2023.
  • WATS+, “World Air Transport Statistics,” 2021. Available at: https://www.iata.org/contentassets/a686ff624550453e8bf0c9b3f7f0ab26/wats-2021-mediakit.pdf Accessed Jul 9, 2023.

Sustainable airline company selection using SWARA Weighted VIKOR and COPRAS methods

Year 2025, Volume: 8 Issue: 1, 139 - 151, 31.03.2025
https://doi.org/10.35208/ert.1488726

Abstract

Global climate crisis necessitates all countries to swiftly and agilely conduct their economic activities in accordance with green sensitivity and sustainability principles. The aviation sector, one of the industries most affected by socio-economic and socio-cultural changes worldwide, cannot avoid this trend. Consequently, significant studies exist in the literature on the effects of the global climate crisis and sustainability efforts in the aviation sector. This study aims to measure the approaches of the world's leading international air cargo companies to the 2030 and 2050 European Green Deal targets. Among the criteria weighted using the SWARA method are 'carbon dioxide emissions,' 'energy consumption,' 'employment,' and 'water consumption.' The results indicate that the most critical criterion for airline sustainability is reducing CO2 emissions, followed by reducing energy consumption. Water consumption reduction ranks third, and employment ranks last in terms of importance. The study examines air cargo companies ranked in the top 10 globally by revenue and ranks them using the VIKOR and COPRAS methods. According to data from 2021, Korean Air, Turkish Airlines, and Cathay Pacific emerge as the top performers in sustainability among air cargo companies, while Cargolux and UPS lag behind others in their sustainability efforts when evaluated using VIKOR and COPRAS methods.

References

  • E. Yontar “Challenges, threats and advantages of using blockchain technology in the framework of sustainability of the logistics sector,” Turkish Journal of Engineering, Vol. 7(3), pp. 186-195, 2023. [CrossRef]
  • C. Altuntaş, and D. Türker, “Sürdürülebilir tedarik zincirleri: Sürdürülebilirlik raporlarının içerik analizi,” Dokuz Eylul University The Journal of Graduate School of Social Sciences, Vol. 14(3), pp. 39-64, 2012.
  • E. Alpman, and A. Y. Göğüş, “Havacılıkta sürdürülebilir gelişme göstergeleri,” Journal of Sustainable Aviation Researches, Vol. 2(1), pp. 1-11. [CrossRef]
  • O. Çetin, and A. D. Sain, “Lojistik Sektöründe Sürdürülebilirlik Uygulamaları,” IV. International Caucasus-Central Asia Foreign Trade and Logistics Congress, Didim/AYDIN. 2018, 7-8 September. Available at: https://ulk.ist/media/kitap/IV-UKODTLK/lojistik-sektorunde-surdurulebilirlik-uygulamalari.pdf Accessed on Feb 26, 2025.
  • S. Wu, M. D. Kremantzis, U. Tanveer, S. Ishaq, X. O’Dea, and H. Jin, “Performance evaluation of the global airline industry under the impact of the COVID-19 pandemic: A dynamic network data envelopment analysis approach,” Journal of Air Transport Management, Vol. 118, Article 102597, 2024. [CrossRef]
  • G. Tanrıverdi, R. Merkert, Ç. Karamaşa, and V. Asker, “Using multi-criteria performance measurement models to evaluate the financial, operational and environmental sustainability of airlines,” Journal of Air Transport Management, Vol. 112, Article 102456, 2023. [CrossRef]
  • S. Seker, “Evaluation of agile attributes for low-cost carriers to achieve sustainable development using an integrated MCDM approach” Management Decision, 2024. [Epub ahead of print]. https://doi.org/10.1108/MD-10-2023-1896 [CrossRef]
  • T. T. Dang, N. A. T. Nguyen, V. T. T. Nguyen, and L. T. H. Dang, “A two-stage multi-criteria supplier selection model for sustainable automotive supply chain under uncertainty,” Axioms, Vol. 11, Article 228, 2022. [CrossRef]
  • R. Kumari, and A. R. Mishra, “Multi-criteria COPRAS method based on parametric measures for intuitionistic fuzzy sets: application of green supplier selection”. Iranian Journal of Science and Technology, Transactions of Electrical Engineering, Vol. 44, pp. 1645-1662, 2020. [CrossRef]
  • S. Kaya, and N. Erginel, “Futuristic airport: A sustainable airport design by integrating hesitant fuzzy SWARA and hesitant fuzzy sustainable quality function deployment,” Journal of Cleaner Production, Vol. 275, pp. 1-15, 2020. [CrossRef]
  • B. H. Kutlu, and Ö. Erçoşkun, “Türkı̇ye’dekı̇ Lojı̇stı̇k Fı̇rmalarının Yeşı̇l Lojı̇stı̇k Uygulamaları Üzerı̇nden Değerlendı̇rmesı̇,” Eksen Journal of Dokuz Eylul University Faculty of Architecture, Vol. 2(1), pp. 52-71, 2021.
  • H. Semercioğlu, and H. Özkoç, “Analitik Hiyerarşi Proses İle Desteklenmiş Sosyal Seçim Teorisi: Havayollarında Uçak Süreci,” Journal of Social Sciences and Humanities Researcher, Vol. 20(44), pp. 67-92, 2019.
  • N. Osintsev, “Multi-criteria decision-making methods in green logistics,” World of Transport an Transportation, Vol. 19(5), pp. 231-240, 2021. [CrossRef]
  • S. F. Alkhatib, and Y. K. A. A. Migdadi, “A novel technique for evaluating and ranking green airlines: Benchmarking-base comparison,” Management of Environmental Quality, Vol. 32(2), pp. 210-226, 2021. [CrossRef]
  • T. C. Kuo, C. W. Hsu, J. Y. Li, “Developing a green supplier selection model by using the DANP with VIKOR.” Sustainability, Vol. 7, pp. 1661-1689, 2015. [CrossRef]
  • O. Alharasees, and U. Kale, “Applying AHP for supplier selection in aviation: a multi-criteria decision-making approach,” International Journal of Sustainable Aviation, 9(4), pp. 293-313, 2023. [CrossRef]
  • Ş. Kılkış, and Ş. Kılkış, “Benchmarking aircraft metabolism based on a Sustainable Airline Index,” Journal of Cleaner Production, Vol. 167, pp. 1068-1083, 2017.
  • M. Ş. Durak, and A. K. Yilmaz, “Airline selection criteria at air cargo transportation industry,” Transport & Logistics: the International Journal, Vol. 16, Article 40, 2016.
  • E. R. Elhmoud, A. A. Kutty, “Sustainability Assessment in Aviation Industry: A Mini- Review on the Tools, Models and Methods of Assessment.” 2nd African International Conference on Industrial Engineering and Operations Management Harare, Zimbabwe, 7-10 December, 2021.
  • H. Aracı, and F. Yüksel, “Sürdürülebilirlik Performansinin Ölçülmesi: Bist Sürdürülebilirlik Endeksindeki İşletmelerin Sürdürülebilir Katma Değerinin Hesaplanması.” International Journal of Management Economics and Business, Suppl 16, pp. 786-801, 2016. [CrossRef]
  • D. I. Stavrou, E. Y. Siskos, N. P. Ventikos, and J. E. Psarras, “Robust Evaluation of Risks in Ship-to-Ship Transfer Operations: Application of the STOCHASTIC UTA Multicriteria Decision Support Method” PTW Lee and Z. Yang (Eds.), Multi-Criteria Decision Making in Maritime Studies and Logistics: Applications and Cases, Springer, 2018. [CrossRef]
  • M. Kabak, and B. Erdebilli. “Bulanik Cok Kriterli Karar Verme Yöntemleri: MS Excel ve Software Cözümlü Uygulamalar,” Nobel Akademik Yayincilik, 2021.
  • H. Altın, “Karar verme sürecinde COPRAS yöntemi uygulaması,” Ekonomi, İşletme ve Maliye Araştırmaları Dergisi, Vol. 3(2), pp. 136-155, 2021. [CrossRef]
  • V. Kersuliene, EK Zavadskas, and Z. Turskis, “Selection of rational dispute resolution method by applying new step-wise weight assessment ratio analysis (SWARA),” Journal of Business Economics and Management, Vol. 11(2), pp. 243–258, 2010. [CrossRef]
  • H. S. Zolfani, and J. Saparauskas, “New application of SWARA method in prioritizing sustainability assessment indicators of energy system,” Engineering Economics, Vol. 24(5), pp. 408–414, 2013. [CrossRef]
  • S. Opricović, and G. H. Tzeng, “Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS.” European Journal of Operational Research, Vol. 156(2), pp. 445-455, 2004. [CrossRef]
  • Cargolux, “Corporate Social Responsibility,” 2021. Available at: https://www.cargolux.com/media/xogebwih/csrreport2021.pdf Accessed Jul 10, 2023.
  • UPS GRI, “Global Reporting Initiative,” 2021. Available at: https://about.ups.com/content/dam/upsstories/assets/reporting/sustainability-2021/2021%20UPS%20GRI%20Report.pdf Accessed Jul 10, 2023.
  • Korean Air, “ESG Report,” 2021. Available at: https://www.koreanair.com/content/dam/koreanair/ko/footer/about-us/sustainable-management/report/2021_Korean%20Air%20ESG%20Report_en.pdf Accessed Jul 10, 2023.
  • Turkish Airlines, “Sustainability Report,” 2021. Available at: https://investor.turkishairlines.com/documents/sustainability/turkish-airlines-sustainability-report-2021.pdf Accessed Jun 12, 2023.
  • China Airlines, “Corporate Sustainability Report,” 2021. Available at: https://calec.china-airlines.com/csr/en/download/2021/2021-en-CSR.pdf Accessed Jun 11, 2023.
  • Emirates, “Annual Report 2020-2021,” 2021. [Online] Available at: https://c.ekstatic.net/ecl/documents/annual-report/2020-2021.pdf Accessed Jul 23, 2023.
  • Cathay Pacific, “Sustainable Development Report,” 2021. Available at: https://sustainability.cathaypacific.com/wpcontent/uploads/2022/05/Cathay_Pacific_SDR_2021_EN_Final.pdf Accessed Jul 10, 2023.
  • China Southern Airlines, “Corporate Social Responsibility Report,” 2021. Available at: https://www.csair.com/en/about/investor/qitabaogao/2022/resource/144355e63b07bd454cec5111d7a23c0b.pdf Accessed Jul 20, 2023.
  • WATS+, “World Air Transport Statistics,” 2021. Available at: https://www.iata.org/contentassets/a686ff624550453e8bf0c9b3f7f0ab26/wats-2021-mediakit.pdf Accessed Jul 9, 2023.
There are 35 citations in total.

Details

Primary Language English
Subjects Transportation Engineering
Journal Section Research Articles
Authors

Aybike Esra Şahin 0000-0003-1829-648X

Celil Durdağ 0000-0002-7323-2190

Fatma Betül Bağlan 0000-0001-5072-104X

Elif Arslan Dinç 0000-0001-5000-7479

Publication Date March 31, 2025
Submission Date May 23, 2024
Acceptance Date August 13, 2024
Published in Issue Year 2025 Volume: 8 Issue: 1

Cite

APA Şahin, A. E., Durdağ, C., Bağlan, F. B., Arslan Dinç, E. (2025). Sustainable airline company selection using SWARA Weighted VIKOR and COPRAS methods. Environmental Research and Technology, 8(1), 139-151. https://doi.org/10.35208/ert.1488726
AMA Şahin AE, Durdağ C, Bağlan FB, Arslan Dinç E. Sustainable airline company selection using SWARA Weighted VIKOR and COPRAS methods. ERT. March 2025;8(1):139-151. doi:10.35208/ert.1488726
Chicago Şahin, Aybike Esra, Celil Durdağ, Fatma Betül Bağlan, and Elif Arslan Dinç. “Sustainable Airline Company Selection Using SWARA Weighted VIKOR and COPRAS Methods”. Environmental Research and Technology 8, no. 1 (March 2025): 139-51. https://doi.org/10.35208/ert.1488726.
EndNote Şahin AE, Durdağ C, Bağlan FB, Arslan Dinç E (March 1, 2025) Sustainable airline company selection using SWARA Weighted VIKOR and COPRAS methods. Environmental Research and Technology 8 1 139–151.
IEEE A. E. Şahin, C. Durdağ, F. B. Bağlan, and E. Arslan Dinç, “Sustainable airline company selection using SWARA Weighted VIKOR and COPRAS methods”, ERT, vol. 8, no. 1, pp. 139–151, 2025, doi: 10.35208/ert.1488726.
ISNAD Şahin, Aybike Esra et al. “Sustainable Airline Company Selection Using SWARA Weighted VIKOR and COPRAS Methods”. Environmental Research and Technology 8/1 (March 2025), 139-151. https://doi.org/10.35208/ert.1488726.
JAMA Şahin AE, Durdağ C, Bağlan FB, Arslan Dinç E. Sustainable airline company selection using SWARA Weighted VIKOR and COPRAS methods. ERT. 2025;8:139–151.
MLA Şahin, Aybike Esra et al. “Sustainable Airline Company Selection Using SWARA Weighted VIKOR and COPRAS Methods”. Environmental Research and Technology, vol. 8, no. 1, 2025, pp. 139-51, doi:10.35208/ert.1488726.
Vancouver Şahin AE, Durdağ C, Bağlan FB, Arslan Dinç E. Sustainable airline company selection using SWARA Weighted VIKOR and COPRAS methods. ERT. 2025;8(1):139-51.