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Evaluating the multi-period efficiency of East Asia airport companies

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  • Liu, Dan

Abstract

The aim of this study is to analyze how internal operating sub-processes and annual operations of airport companies influence the overall efficiency. The multi-period Network Data Envelopment Analysis is used to evaluate the efficiencies and the efficiency changes for East Asia airport companies. The results indicate that the overall efficiencies of airport companies during a specified period of time are affected by the system efficiency and the sub-processes’ efficiencies in individual periods. Furthermore, the overall efficiency change is determined by the sub-processes’ efficiency changes. According to the operating decision analysis matrix, managers can discover the inefficient sub-processes and formulate the improvement countermeasures.

Suggested Citation

  • Liu, Dan, 2017. "Evaluating the multi-period efficiency of East Asia airport companies," Journal of Air Transport Management, Elsevier, vol. 59(C), pages 71-82.
    • Handle: RePEc:eee:jaitra:v:59:y:2017:i:c:p:71-82
    DOI: 10.1016/j.jairtraman.2016.11.009
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    as
    1. Coto-Millán, Pablo & Casares-Hontañón, Pedro & Inglada, Vicente & Agüeros, Manuel & Pesquera, Miguel à ngel & Badiola, Alfonso, 2014. "Small is beautiful? The impact of economic crisis, low cost carriers, and size on efficiency in Spanish airports (2009–2011)," Journal of Air Transport Management, Elsevier, vol. 40(C), pages 34-41.
    2. Merkert, Rico & Assaf, A. George, 2015. "Using DEA models to jointly estimate service quality perception and profitability – Evidence from international airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 75(C), pages 42-50.
    3. Gillen, David & Lall, Ashish, 1997. "Developing measures of airport productivity and performance: an application of data envelopment analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 33(4), pages 261-273, December.
    4. Kan Tsui, Wai Hong & Balli, Hatice Ozer & Gilbey, Andrew & Gow, Hamish, 2014. "Operational efficiency of Asia–Pacific airports," Journal of Air Transport Management, Elsevier, vol. 40(C), pages 16-24.
    5. Paolo Malighetti & Gianmaria Martini & Stefano Paleari & Renato Redondi, 2007. "An Empirical Investigation on the Efficiency, Capacity and Ownership of Italian Airports," Working Papers 0703, Department of Management, Information and Production Engineering, University of Bergamo.
    6. Ha, Hun-Koo & Wan, Yulai & Yoshida, Yuichiro & Zhang, Anming, 2013. "Airline market structure and airport efficiency: Evidence from major Northeast Asian airports," Journal of Air Transport Management, Elsevier, vol. 33(C), pages 32-42.
    7. Lam, Shao Wei & Low, Joyce M.W. & Tang, Loon Ching, 2009. "Operational efficiencies across Asia Pacific airports," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(4), pages 654-665, July.
    8. Tone, Kaoru & Tsutsui, Miki, 2009. "Network DEA: A slacks-based measure approach," European Journal of Operational Research, Elsevier, vol. 197(1), pages 243-252, August.
    9. Fan, L.W. & Wu, F. & Zhou, P., 2014. "Efficiency measurement of Chinese airports with flight delays by directional distance function," Journal of Air Transport Management, Elsevier, vol. 34(C), pages 140-145.
    10. Oum, Tae H. & Adler, Nicole & Yu, Chunyan, 2006. "Privatization, corporatization, ownership forms and their effects on the performance of the world's major airports," Journal of Air Transport Management, Elsevier, vol. 12(3), pages 109-121.
    11. Ahn, Young-Hyo & Min, Hokey, 2014. "Evaluating the multi-period operating efficiency of international airports using data envelopment analysis and the Malmquist productivity index," Journal of Air Transport Management, Elsevier, vol. 39(C), pages 12-22.
    12. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    13. Kao, Chiang & Hwang, Shiuh-Nan, 2008. "Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan," European Journal of Operational Research, Elsevier, vol. 185(1), pages 418-429, February.
    14. Chang, Yu-Chun & Yu, Ming-Miin & Chen, Po-Chi, 2013. "Evaluating the performance of Chinese airports," Journal of Air Transport Management, Elsevier, vol. 31(C), pages 19-21.
    15. Oum, Tae Hoon & Yu, Chunyan & Fu, Xiaowen, 2003. "A comparative analysis of productivity performance of the world's major airports: summary report of the ATRS global airport benchmarking research report—2002," Journal of Air Transport Management, Elsevier, vol. 9(5), pages 285-297.
    16. Charnes, A. & Cooper, W. W., 1984. "The non-archimedean CCR ratio for efficiency analysis: A rejoinder to Boyd and Fare," European Journal of Operational Research, Elsevier, vol. 15(3), pages 333-334, March.
    17. Li, Sui-Ling, 2014. "The cost allocation approach of airport service activities," Journal of Air Transport Management, Elsevier, vol. 38(C), pages 48-53.
    18. Pels, Eric & Nijkamp, Peter & Rietveld, Piet, 2001. "Relative efficiency of European airports," Transport Policy, Elsevier, vol. 8(3), pages 183-192, July.
    19. Adler, Nicole & Ülkü, Tolga & Yazhemsky, Ekaterina, 2013. "Small regional airport sustainability: Lessons from benchmarking," Journal of Air Transport Management, Elsevier, vol. 33(C), pages 22-31.
    20. Yoshida, Yuichiro & Fujimoto, Hiroyoshi, 2004. "Japanese-airport benchmarking with the DEA and endogenous-weight TFP methods: testing the criticism of overinvestment in Japanese regional airports," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(6), pages 533-546, November.
    21. Shao, Yanmin & Sun, Changfu, 2016. "Performance evaluation of China's air routes based on network data envelopment analysis approach," Journal of Air Transport Management, Elsevier, vol. 55(C), pages 67-75.
    22. Zou, Bo & Kafle, Nabin & Chang, Young-Tae & Park, Kevin, 2015. "US airport financial reform and its implications for airport efficiency: An exploratory investigation," Journal of Air Transport Management, Elsevier, vol. 47(C), pages 66-78.
    23. Kao, Chiang & Hwang, Shiuh-Nan, 2014. "Multi-period efficiency and Malmquist productivity index in two-stage production systems," European Journal of Operational Research, Elsevier, vol. 232(3), pages 512-521.
    24. Yu, Ming-Miin, 2010. "Assessment of airport performance using the SBM-NDEA model," Omega, Elsevier, vol. 38(6), pages 440-452, December.
    25. Pels, Eric & Nijkamp, Peter & Rietveld, Piet, 2003. "Inefficiencies and scale economies of European airport operations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 39(5), pages 341-361, September.
    26. Paolo Malighetti & Gianmaria Martini & Stefano Paleari & Renato Redondi, 2007. "An Empirical Investigation on the Efficiency, Capacity Ownership of Italian Airports," Rivista di Politica Economica, SIPI Spa, vol. 97(1), pages 157-188, January-F.
    27. Yu, Ming-Miin & Hsu, Shih-Hsun & Chang, Ching-Cheng & Lee, Duu-Hwa, 2008. "Productivity growth of Taiwan's major domestic airports in the presence of aircraft noise," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(3), pages 543-554, May.
    28. Lawrence M. Seiford & Joe Zhu, 1999. "Profitability and Marketability of the Top 55 U.S. Commercial Banks," Management Science, INFORMS, vol. 45(9), pages 1270-1288, September.
    29. Oum, Tae H. & Adler, Nicole & Yu, Chunyan, 2006. "Privatization, Corporatization, Ownership Forms and their Effects on the Performance of the World’s Major Airports," 47th Annual Transportation Research Forum, New York, New York, March 23-25, 2006 208026, Transportation Research Forum.
    30. Kao, Chiang, 2009. "Efficiency measurement for parallel production systems," European Journal of Operational Research, Elsevier, vol. 196(3), pages 1107-1112, August.
    31. Liu, Dan, 2016. "Measuring aeronautical service efficiency and commercial service efficiency of East Asia airport companies: An application of Network Data Envelopment Analysis," Journal of Air Transport Management, Elsevier, vol. 52(C), pages 11-22.
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