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Determinants of European PSO airline efficiency – Evidence from a semi-parametric approach

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  • Merkert, Rico
  • Williams, George

Abstract

In the last decade, the use of public service obligations (PSO; regulation and/or subsidies) in air transport to European remoter regions has substantially increased. However, there is significant heterogeneity between different regions in Europe with respect to the provision of PSO operations which makes benchmarking of European PSO airlines and learning from best practices a worthwhile activity. Particularly during the current times of government austerity it is interesting to understand, whether individual PSO operators are efficiently run. As most of these services are supposed to be vital for the social and economic development of the relevant regions, it is decisive to examine factors (other than cease operation) that could improve this efficiency. This paper applies a two-stage DEA approach to measure the efficiency of 18 European PSO airlines over two fiscal years. We then use truncated regressions to determine the impact of specific details of the airlines and their 206 PSO contracts on efficiency. Our results suggest that ownership has no impact on the airlines efficiency. By contrast, the number of remaining months (before a PSO is due for renewal) on these contracts has a very significant positive and the average stage length a negative impact on the efficiency of the associated airlines.

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  • Merkert, Rico & Williams, George, 2013. "Determinants of European PSO airline efficiency – Evidence from a semi-parametric approach," Journal of Air Transport Management, Elsevier, vol. 29(C), pages 11-16.
    • Handle: RePEc:eee:jaitra:v:29:y:2013:i:c:p:11-16
    DOI: 10.1016/j.jairtraman.2012.12.002
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    References listed on IDEAS

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    1. Leopold Simar & Paul Wilson, 2000. "A general methodology for bootstrapping in non-parametric frontier models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
    2. George Williams, 2005. "European Experience with Direct Subsidization of Air Services," Public Money & Management, Taylor & Francis Journals, vol. 25(3), pages 155-161, June.
    3. Santana, Isabel, 2009. "Do Public Service Obligations hamper the cost competitiveness of regional airlines?," Journal of Air Transport Management, Elsevier, vol. 15(6), pages 344-349.
    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. Rico Merkert & Andrew S.J. Smith & Chris A. Nash, 2009. "Benchmarking of train operating firms -- a transaction cost efficiency analysis," Transportation Planning and Technology, Taylor & Francis Journals, vol. 33(1), pages 35-53, October.
    6. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    7. 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.
    8. Aisling Reynolds-Feighan, 1995. "European air transport public service obligations: a periodic review," Fiscal Studies, Institute for Fiscal Studies, vol. 16(1), pages 58-74, February.
    9. Williams, George & Pagliari, Romano, 2004. "A comparative analysis of the application and use of public service obligations in air transport within the EU," Transport Policy, Elsevier, vol. 11(1), pages 55-66, January.
    10. Merkert, Rico & Cowie, Jonathan, 2012. "A quantitative cross-modal analysis of transportation firms’ transaction costs – Are airlines any different?," Journal of Air Transport Management, Elsevier, vol. 22(C), pages 3-8.
    11. James Nolan & Pamela Ritchie & John Rowcroft, 2005. "Small Market Air Service and Regional Policy," Journal of Transport Economics and Policy, University of Bath, vol. 39(3), pages 363-378, September.
    12. 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.
    13. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    14. Merkert, Rico & Hensher, David A., 2011. "The impact of strategic management and fleet planning on airline efficiency - A random effects Tobit model based on DEA efficiency scores," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(7), pages 686-695, August.
    15. Ouellette, Pierre & Petit, Patrick & Tessier-Parent, Louis-Philippe & Vigeant, Stéphane, 2010. "Introducing regulation in the measurement of efficiency, with an application to the Canadian air carriers industry," European Journal of Operational Research, Elsevier, vol. 200(1), pages 216-226, January.
    16. Frédéric Dobruszkes, 2007. "Air transport public service obligations in face of liberalisation of the European sky," ULB Institutional Repository 2013/95842, ULB -- Universite Libre de Bruxelles.
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