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Efficiency in European Air Traffic Management -- A Fundamental Analysis of Data, Models, and Methods

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  • Thomas Standfuss
  • Georg Hirte
  • Michael Schultz
  • Hartmut Fricke

Abstract

We systematically study cornerstones that must be solved to define an air traffic control benchmarking system based on a Data Envelopment Analysis. Primarily, we examine the appropriate decision-making units, what to consider and what to avoid when choosing inputs and outputs in the case that several countries are included, and how we can identify and deal with outliers, like the Maastricht Service Provider. We argue that Air Navigation Service Providers would be a good choice of decision units within the European context. Based on that, we discuss candidates for DEA inputs and outputs and emphasize that monetary values should be excluded. We, further suggest to use super-efficiency DEA for eliminating outliers. In this context, we compare different DEA approaches and find that standard DEA is performing well.

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  • Thomas Standfuss & Georg Hirte & Michael Schultz & Hartmut Fricke, 2023. "Efficiency in European Air Traffic Management -- A Fundamental Analysis of Data, Models, and Methods," Papers 2302.07525, arXiv.org.
    • Handle: RePEc:arx:papers:2302.07525
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    References listed on IDEAS

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    1. Kenneth Button & Rui Neiva, 2014. "Economic Efficiency of European Air Traffic Control Systems," Journal of Transport Economics and Policy, University of Bath, vol. 48(1), pages 65-80, January.
    2. Joe Zhu, 2014. "Quantitative Models for Performance Evaluation and Benchmarking," International Series in Operations Research and Management Science, Springer, edition 3, number 978-3-319-06647-9, April.
    3. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 2008. "The Measurement of Productive Efficiency and Productivity Growth," OUP Catalogue, Oxford University Press, number 9780195183528.
    4. 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.
    5. Button, Kenneth & Neiva, Rui, 2013. "Single European Sky and the functional airspace blocks: Will they improve economic efficiency?," Journal of Air Transport Management, Elsevier, vol. 33(C), pages 73-80.
    6. Hoff, Ayoe, 2007. "Second stage DEA: Comparison of approaches for modelling the DEA score," European Journal of Operational Research, Elsevier, vol. 181(1), pages 425-435, August.
    7. Albrecht, Lars & Klumpp, Matthias & Keuschen, Thomas, 2012. "DEA-Effizienzvergleich deutscher Verkehrsflughäfen in den Bereichen Passage und Fracht," ild Schriftenreihe 28, FOM Hochschule für Oekonomie & Management, Institut für Logistik- & Dienstleistungsmanagement (ild).
    8. Bilotkach, Volodymyr & Gitto, Simone & Jovanović, Radosav & Mueller, Juergen & Pels, Eric, 2015. "Cost-efficiency benchmarking of European air navigation service providers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 77(C), pages 50-60.
    9. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    10. Thomas Standfuss & Frank Fichert & Michael Schultz & Petros Stratis, 2019. "Efficiency losses through fragmentation? Scale effects in European ANS provision," Competition and Regulation in Network Industries, , vol. 20(4), pages 275-289, December.
    11. Rajiv D. Banker & Ram Natarajan, 2008. "Evaluating Contextual Variables Affecting Productivity Using Data Envelopment Analysis," Operations Research, INFORMS, vol. 56(1), pages 48-58, February.
    12. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, February.
    13. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
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