Estimation viability of dedicated freighter aircraft of combination carriers: A data envelopment and principal component analysis
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DOI: 10.1016/j.ijpe.2018.05.012
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- Adler, Nicole & Berechman, Joseph, 2001. "Measuring airport quality from the airlines' viewpoint: an application of data envelopment analysis," Transport Policy, Elsevier, vol. 8(3), pages 171-181, July.
- Kasarda, John D. & Green, Jonathan D., 2005. "Air cargo as an economic development engine: A note on opportunities and constraints," Journal of Air Transport Management, Elsevier, vol. 11(6), pages 459-462.
- Adler, Nicole & Yazhemsky, Ekaterina, 2010. "Improving discrimination in data envelopment analysis: PCA-DEA or variable reduction," European Journal of Operational Research, Elsevier, vol. 202(1), pages 273-284, April.
- Budd, Lucy & Ison, Stephen, 2017. "The role of dedicated freighter aircraft in the provision of global airfreight services," Journal of Air Transport Management, Elsevier, vol. 61(C), pages 34-40.
- Zhang, Anming & Zhang, Yimin, 2002. "A model of air cargo liberalization: passenger vs. all-cargo carriers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(3-4), pages 175-191, May.
- Barros, Carlos Pestana & Peypoch, Nicolas, 2009. "An evaluation of European airlines' operational performance," International Journal of Production Economics, Elsevier, vol. 122(2), pages 525-533, December.
- N Adler & B Golany, 2002. "Including principal component weights to improve discrimination in data envelopment analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 53(9), pages 985-991, September.
- Reis, Vasco & Silva, João, 2016. "Assessing the air cargo business models of combination airlines," Journal of Air Transport Management, Elsevier, vol. 57(C), pages 250-259.
- Zhu, Joe, 1998. "Data envelopment analysis vs. principal component analysis: An illustrative study of economic performance of Chinese cities," European Journal of Operational Research, Elsevier, vol. 111(1), pages 50-61, November.
- Scheraga, Carl A., 2004. "Operational efficiency versus financial mobility in the global airline industry: a data envelopment and Tobit analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(5), pages 383-404, June.
- Good, David H. & Roller, Lars-Hendrik & Sickles, Robin C., 1995. "Airline efficiency differences between Europe and the US: Implications for the pace of EC integration and domestic regulation," European Journal of Operational Research, Elsevier, vol. 80(3), pages 508-518, February.
- Philippe Barla & Sergio Perelman, 1989. "Technical Efficiency In Airlines Under Regulated And Deregulated Environments," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 60(1), pages 103-124, January.
- Chang, Yu-Hern & Yeh, Chung-Hsing & Wang, Shih-Yi, 2007. "A survey and optimization-based evaluation of development strategies for the air cargo industry," International Journal of Production Economics, Elsevier, vol. 106(2), pages 550-562, April.
- Chunyan Yu, 2016. "Airline Productivity and Efficiency: Concept, Measurement, and Applications," Advances in Airline Economics, in: Airline Efficiency, volume 5, pages 11-53, Emerald Group Publishing Limited.
- Meryem Duygun Fethi & Peter M. Jackson & Thomas G. Weyman-Jones, 2008. "Productivity growth and structural changes in a partially liberalised market: a distance function approach," International Journal of Business Performance Management, Inderscience Enterprises Ltd, vol. 10(4), pages 391-411.
- Oum, Tae Hoon & Yu, Chunyan, 1995. "A productivity comparison of the world's major airlines," Journal of Air Transport Management, Elsevier, vol. 2(3), pages 181-195.
- Chang, Yu-Hern & Chang, Yu-Wei, 2009. "Air cargo expansion and economic growth: Finding the empirical link," Journal of Air Transport Management, Elsevier, vol. 15(5), pages 264-265.
- Yuan, Xue-Ming & Low, Joyce M.W. & Ching Tang, Loon, 2010. "Roles of the airport and logistics services on the economic outcomes of an air cargo supply chain," International Journal of Production Economics, Elsevier, vol. 127(2), pages 215-225, October.
- Adler, Nicole & Golany, Boaz, 2001. "Evaluation of deregulated airline networks using data envelopment analysis combined with principal component analysis with an application to Western Europe," European Journal of Operational Research, Elsevier, vol. 132(2), pages 260-273, July.
- Barbot, Cristina & Costa, Ã lvaro & Sochirca, Elena, 2008. "Airlines performance in the new market context: A comparative productivity and efficiency analysis," Journal of Air Transport Management, Elsevier, vol. 14(5), pages 270-274.
- David W. Gillen & Tae Hoon Oum & Michael W. Tretheway, 1989. "Privatization of Air Canada: Why It Is Necessary in a Deregulated Environment," Canadian Public Policy, University of Toronto Press, vol. 15(3), pages 285-299, September.
- Zhang, Anming & Hui, Yer Van & Leung, Lawrence, 2004. "Air cargo alliances and competition in passenger markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(2), pages 83-100, March.
- Kupfer, Franziska & Meersman, Hilde & Onghena, Evy & Van de Voorde, Eddy, 2017. "The underlying drivers and future development of air cargo," Journal of Air Transport Management, Elsevier, vol. 61(C), pages 6-14.
- Charnes, Abraham & Gallegos, Armando & Li, Hongyu, 1996. "Robustly efficient parametric frontiers via Multiplicative DEA for domestic and international operations of the Latin American airline industry," European Journal of Operational Research, Elsevier, vol. 88(3), pages 525-536, February.
- Chiou, Yu-Chiun & Chen, Yen-Heng, 2006. "Route-based performance evaluation of Taiwanese domestic airlines using data envelopment analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 42(2), pages 116-127, March.
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Keywords
Combination carriers; Air cargo business; Dedicated freighter aircraft; Data envelopment analysis-principal component analysis;All these keywords.
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