Investigating the Relationship Between ESG Performance and Efficiency in Aircraft Manufacturers
Abstract
This study examines the relationship between operational and market efficiency and ESG scores of publicly traded aircraft manufacturers whose aircraft are extensively utilized by airline operators. The efficiency analysis of manufacturers spanning 2003-2023 was conducted using Window Network DEA methodology, which enabled comprehensive analysis by effectively multiplying the limited number of decision-makers in the industry. In the second phase, the relationship between efficiency outcomes and ESG Combined Score—comprising environmental (E), social responsibility (S), and corporate governance (G) components—was investigated using Wavelet analysis. This methodological choice was driven by its capacity to reveal both the direction and intensity of relationships between variables across temporal breakdowns. While the correlation patterns between manufacturers' operational and market efficiency and ESG Combined Scores exhibit temporal variations, strong correlations are consistently observed across all manufacturers within 10–15-year periods. The findings demonstrate that ESG integration necessitates a long-term strategic approach, extending beyond the predominantly short-term focus prevalent in existing literature. From a managerial perspective, the results indicate that ESG integration's impact on both operational and marketing efficiency demonstrates firm-specific variations.
Keywords
References
- Alam, I.M.S. and Sickles, R.C., 1998. The relationship between stock market returns and technical efficiency innovations: evidence from the US airline industry. Journal of Productivity Analysis, 9(1), pp.35-51.
- Alam, I.M.S., Ross, L.B. and Sickles, R.C., 2001. Time series analysis of strategic pricing behavior in the US airline industry. Journal of Productivity Analysis, 16(1), pp.49-62.
- Alpman, E. and Göğüş, A.Y., 2017. Havacılıkta sürdürülebilir gelişme göstergeleri [Sustainability development indicators in aviation]. Sürdürülebilir Havacılık Araştırmaları Dergisi, 2(1), pp.1-11.
- Anis, I., Gani, L., Fauzi, H., Hermawan, A.A. and Adhariani, D., 2023. The sustainability awareness of banking institutions in Indonesia, its implication on profitability by the mediating role of operational efficiency. Asian Journal of Accounting Research, 8(4), pp.356-372.
- Arjomandi, A. and Seufert, J.H., 2014. An evaluation of the world's major airlines' technical and environmental performance. Economic Modelling, 41, pp.133-144.
- Asmild, M., Paradi, J.C., Aggarwall, V. and Schaffnit, C., 2004. Combining DEA window analysis with the Malmquist index approach in a study of the Canadian banking industry. Journal of Productivity Analysis, 21(1), pp.67-89.
- Assaf, A., 2011. A fresh look at the productivity and efficiency changes of UK airlines. Applied Economics, 43(17), pp.2165-2175.
- Barbot, C., Costa, Á. and Sochirca, E., 2008. Airlines performance in the new market context: a comparative productivity and efficiency analysis. Journal of Air Transport Management, 14(5), pp.270-274.
Details
Primary Language
English
Subjects
Transport Economics, Applied Economics (Other)
Journal Section
Research Article
Authors
Early Pub Date
September 30, 2025
Publication Date
December 8, 2025
Submission Date
February 6, 2025
Acceptance Date
April 28, 2025
Published in Issue
Year 2025 Volume: 06 Number: 02
APA
Doğan, M. A. (2025). Investigating the Relationship Between ESG Performance and Efficiency in Aircraft Manufacturers. International Journal of Aviation Science and Technology, 06(02), 106-125. https://izlik.org/JA94JM79UM
AMA
1.Doğan MA. Investigating the Relationship Between ESG Performance and Efficiency in Aircraft Manufacturers. IJAST. 2025;06(02):106-125. https://izlik.org/JA94JM79UM
Chicago
Doğan, Murat Ahmet. 2025. “Investigating the Relationship Between ESG Performance and Efficiency in Aircraft Manufacturers”. International Journal of Aviation Science and Technology 06 (02): 106-25. https://izlik.org/JA94JM79UM.
EndNote
Doğan MA (December 1, 2025) Investigating the Relationship Between ESG Performance and Efficiency in Aircraft Manufacturers. International Journal of Aviation Science and Technology 06 02 106–125.
IEEE
[1]M. A. Doğan, “Investigating the Relationship Between ESG Performance and Efficiency in Aircraft Manufacturers”, IJAST, vol. 06, no. 02, pp. 106–125, Dec. 2025, [Online]. Available: https://izlik.org/JA94JM79UM
ISNAD
Doğan, Murat Ahmet. “Investigating the Relationship Between ESG Performance and Efficiency in Aircraft Manufacturers”. International Journal of Aviation Science and Technology 06/02 (December 1, 2025): 106-125. https://izlik.org/JA94JM79UM.
JAMA
1.Doğan MA. Investigating the Relationship Between ESG Performance and Efficiency in Aircraft Manufacturers. IJAST. 2025;06:106–125.
MLA
Doğan, Murat Ahmet. “Investigating the Relationship Between ESG Performance and Efficiency in Aircraft Manufacturers”. International Journal of Aviation Science and Technology, vol. 06, no. 02, Dec. 2025, pp. 106-25, https://izlik.org/JA94JM79UM.
Vancouver
1.Murat Ahmet Doğan. Investigating the Relationship Between ESG Performance and Efficiency in Aircraft Manufacturers. IJAST [Internet]. 2025 Dec. 1;06(02):106-25. Available from: https://izlik.org/JA94JM79UM