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The relationship between airport performance and privatisation policy: A nonparametric metafrontier approach

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  • Chen, Ying-Hsiu
  • Lai, Po-Lin
  • Piboonrungroj, Pairach

Abstract

The assessment of economic and technical efficiency is a useful tool for selecting the most appropriate technology for airport operations. However, traditional models require that the units being assessed operate with the same technology. To overcome this limitation, one can use a non-concave metafrontier approach that is based on Data Envelopment Analysis (DEA) to calculate the techno-economic efficiency and Technological Gap Ratios (TGRs) with non-homogeneous technologies for airports across countries and with different ownerships. The previous studies mainly applied DEA to measure the operational efficiency of airports. Our results indicate that privately owned airports have better technical efficiency than public ones. In addition, our empirical analysis shows that public airports in the Asia-Pacific area have the lowest techno-economic efficiency.

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  • Chen, Ying-Hsiu & Lai, Po-Lin & Piboonrungroj, Pairach, 2017. "The relationship between airport performance and privatisation policy: A nonparametric metafrontier approach," Journal of Transport Geography, Elsevier, vol. 62(C), pages 229-235.
    • Handle: RePEc:eee:jotrge:v:62:y:2017:i:c:p:229-235
    DOI: 10.1016/j.jtrangeo.2017.06.005
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    as
    1. 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.
    2. Lai, Po‐Lin & Potter, Andrew & Beynon, Malcolm & Beresford, Anthony, 2015. "Evaluating the efficiency performance of airports using an integrated AHP/DEA-AR technique," Transport Policy, Elsevier, vol. 42(C), pages 75-85.
    3. Leopold Simar & Valentin Zelenyuk, 2006. "On Testing Equality of Distributions of Technical Efficiency Scores," Econometric Reviews, Taylor & Francis Journals, vol. 25(4), pages 497-522.
    4. Wanke, Peter F., 2013. "Physical infrastructure and flight consolidation efficiency drivers in Brazilian airports: A two-stage network-DEA approach," Journal of Air Transport Management, Elsevier, vol. 31(C), pages 1-5.
    5. A. George Assaf & Alexander Josiassen, 2011. "The operational performance of UK airlines: 2002‐2007," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 38(1), pages 5-16, January.
    6. Wang, Rong-Tsu & Ho, Chien-Ta & Feng, Cheng-Min & Yang, Yung-Kai, 2004. "A comparative analysis of the operational performance of Taiwan's major airports," Journal of Air Transport Management, Elsevier, vol. 10(5), pages 353-360.
    7. Sarkis, Joseph & Talluri, Srinivas, 2004. "Performance based clustering for benchmarking of US airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(5), pages 329-346, June.
    8. Gillen, David, 2011. "The evolution of airport ownership and governance," Journal of Air Transport Management, Elsevier, vol. 17(1), pages 3-13.
    9. Zietsman, Davina & Vanderschuren, Marianne, 2014. "Analytic Hierarchy Process assessment for potential multi-airport systems – The case of Cape Town," Journal of Air Transport Management, Elsevier, vol. 36(C), pages 41-49.
    10. Georges Assaf, A. & Gillen, David, 2012. "Measuring the joint impact of governance form and economic regulation on airport efficiency," European Journal of Operational Research, Elsevier, vol. 220(1), pages 187-198.
    11. 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.
    12. Suzuki, Soushi & Nijkamp, Peter & Rietveld, Piet & Pels, Eric, 2010. "A distance friction minimization approach in data envelopment analysis: A comparative study on airport efficiency," European Journal of Operational Research, Elsevier, vol. 207(2), pages 1104-1115, December.
    13. Ison, Stephen & Francis, Graham & Humphreys, Ian & Page, Richard, 2011. "UK regional airport commercialisation and privatisation: 25years on," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1341-1349.
    14. Boscá, José E. & Liern, Vicente & Martínez, Aurelio & Sala, Ramøn, 2009. "Increasing offensive or defensive efficiency? An analysis of Italian and Spanish football," Omega, Elsevier, vol. 37(1), pages 63-78, February.
    15. Oum, Tae H. & Yan, Jia & Yu, Chunyan, 2008. "Ownership forms matter for airport efficiency: A stochastic frontier investigation of worldwide airports," Journal of Urban Economics, Elsevier, vol. 64(2), pages 422-435, September.
    16. Christopher O’Donnell & D. Rao & George Battese, 2008. "Metafrontier frameworks for the study of firm-level efficiencies and technology ratios," Empirical Economics, Springer, vol. 34(2), pages 231-255, March.
    17. Yoo, Kwang Eui & Choi, Youn Chul, 2006. "Analytic hierarchy process approach for identifying relative importance of factors to improve passenger security checks at airports," Journal of Air Transport Management, Elsevier, vol. 12(3), pages 135-142.
    18. Curi, Claudia & Gitto, Simone & Mancuso, Paolo, 2011. "New evidence on the efficiency of Italian airports: A bootstrapped DEA analysis," Socio-Economic Planning Sciences, Elsevier, vol. 45(2), pages 84-93, June.
    19. Pels, Eric & Nijkamp, Peter & Rietveld, Piet, 2001. "Relative efficiency of European airports," Transport Policy, Elsevier, vol. 8(3), pages 183-192, July.
    20. Assaf, A. George & Gillen, David & Barros, Carlos, 2012. "Performance assessment of UK airports: Evidence from a Bayesian dynamic frontier model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(3), pages 603-615.
    21. Lin, L.C. & Hong, C.H., 2006. "Operational performance evaluation of international major airports: An application of data envelopment analysis," Journal of Air Transport Management, Elsevier, vol. 12(6), pages 342-351.
    22. Sebastian J. Goerg & Johannes Kaiser, 2009. "Nonparametric testing of distributions—the Epps–Singleton two-sample test using the empirical characteristic function," Stata Journal, StataCorp LP, vol. 9(3), pages 454-465, September.
    23. Gong, Stephen X.H. & Cullinane, Kevin & Firth, Michael, 2012. "The impact of airport and seaport privatization on efficiency and performance: A review of the international evidence and implications for developing countries," Transport Policy, Elsevier, vol. 24(C), pages 37-47.
    24. George Battese & D. Rao & Christopher O'Donnell, 2004. "A Metafrontier Production Function for Estimation of Technical Efficiencies and Technology Gaps for Firms Operating Under Different Technologies," Journal of Productivity Analysis, Springer, vol. 21(1), pages 91-103, January.
    25. Carney, Michael & Mew, Keith, 2003. "Airport governance reform: a strategic management perspective," Journal of Air Transport Management, Elsevier, vol. 9(4), pages 221-232.
    26. Hooper, P.G & Hensher, D.A, 1997. "Measuring total factor productivity of airports-- an index number approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 33(4), pages 249-259, December.
    27. Barros, Carlos Pestana, 2008. "Technical efficiency of UK airports," Journal of Air Transport Management, Elsevier, vol. 14(4), pages 175-178.
    28. Correia, Anderson Ribeiro & Wirasinghe, S.C. & de Barros, Alexandre G., 2008. "A global index for level of service evaluation at airport passenger terminals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(4), pages 607-620, July.
    29. Wanke, Peter & Barros, C.P. & Nwaogbe, Obioma R., 2016. "Assessing productive efficiency in Nigerian airports using Fuzzy-DEA," Transport Policy, Elsevier, vol. 49(C), pages 9-19.
    30. Rico Merkert & James Odeck & Svein Brathen & Romano Pagliari, 2012. "A Review of Different Benchmarking Methods in the Context of Regional Airports," Transport Reviews, Taylor & Francis Journals, vol. 32(3), pages 379-395, January.
    31. Charnes, A. & Cooper, W. W. & Golany, B. & Seiford, L. & Stutz, J., 1985. "Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 91-107.
    32. Torben Tiedemann & Tammo Francksen & Uwe Latacz-Lohmann, 2011. "Assessing the performance of German Bundesliga football players: a non-parametric metafrontier approach," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 19(4), pages 571-587, December.
    33. Woo, Su-Han & Pettit, Stephen J. & Kwak, Dong-Wook & Beresford, Anthony K.C., 2011. "Seaport research: A structured literature review on methodological issues since the 1980s," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(7), pages 667-685, August.
    34. Barros, Carlos Pestana & Couto, Eduardo, 2013. "Productivity analysis of European airlines, 2000–2011," Journal of Air Transport Management, Elsevier, vol. 31(C), pages 11-13.
    35. Francis, Graham & Humphreys, Ian & Fry, Jackie, 2002. "The benchmarking of airport performance," Journal of Air Transport Management, Elsevier, vol. 8(4), pages 239-247.
    36. Yang, Xiuyun & Keat Tok, Sow & Su, Fang, 2008. "The privatization and commercialization of China's airports," Journal of Air Transport Management, Elsevier, vol. 14(5), pages 243-251.
    37. 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.
    38. Tovar, Beatriz & Martín-Cejas, Roberto Rendeiro, 2010. "Technical efficiency and productivity changes in Spanish airports: A parametric distance functions approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(2), pages 249-260, March.
    39. Juan Martín & Concepción Román, 2006. "A Benchmarking Analysis of Spanish Commercial Airports. A Comparison Between SMOP and DEA Ranking Methods," Networks and Spatial Economics, Springer, vol. 6(2), pages 111-134, June.
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