IDEAS home Printed from https://ideas.repec.org/a/eee/juipol/v55y2018icp52-58.html
   My bibliography  Save this article

The impact of tourism on airport efficiency: The Spanish case

Author

Listed:
  • Fernández, Xosé Luis
  • Coto-Millán, Pablo
  • Díaz-Medina, Benito

Abstract

This paper considers the impact of tourism on airports efficiency. Using stochastic frontier analysis (SFA) methods, an input-oriented distance function was estimated for a sample of 35 Spanish airports over the 2009 to 2016 period. Air transport and tourism are highly connected. Results suggest that tourist-oriented airports may achieve higher efficiency levels than non-touristic ones. We also demonstrate a relationship between airline business models for tourist arrivals and airport efficiency. Airports with higher shares of "low-cost carrier" passenger traffic appear to perform more efficiently. By comparison, airports with higher shares of “charter passenger” traffic appear to perform less efficiently.

Suggested Citation

  • Fernández, Xosé Luis & Coto-Millán, Pablo & Díaz-Medina, Benito, 2018. "The impact of tourism on airport efficiency: The Spanish case," Utilities Policy, Elsevier, vol. 55(C), pages 52-58.
  • Handle: RePEc:eee:juipol:v:55:y:2018:i:c:p:52-58
    DOI: 10.1016/j.jup.2018.09.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0957178718300523
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jup.2018.09.002?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Albalate, Daniel & Bel, Germà, 2010. "Tourism and urban public transport: Holding demand pressure under supply constraints," Tourism Management, Elsevier, vol. 31(3), pages 425-433.
    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. Pavlyuk, Dmitry, 2016. "Implication of spatial heterogeneity for airports' efficiency estimation," Research in Transportation Economics, Elsevier, vol. 56(C), pages 15-24.
    4. Coto-Millán, Pablo & Fernández, Xose Luis & Hidalgo, Soraya & Pesquera, Miguel Ángel, 2016. "Public regulation and technical efficiency in the Spanish Port Authorities: 1986–2012," Transport Policy, Elsevier, vol. 47(C), pages 139-148.
    5. Sebastián Lozano & Ester Gutiérrez, 2011. "Efficiency Analysis and Target Setting of Spanish Airports," Networks and Spatial Economics, Springer, vol. 11(1), pages 139-157, March.
    6. Brida, Juan Gabriel & Deidda, Manuela & Pulina, Manuela, 2014. "Tourism and transport systems in mountain environments: analysis of the economic efficiency of cableways in South Tyrol," Journal of Transport Geography, Elsevier, vol. 36(C), pages 1-11.
    7. Zuidberg, Joost, 2017. "Exploring the determinants for airport profitability: Traffic characteristics, low-cost carriers, seasonality and cost efficiency," Transportation Research Part A: Policy and Practice, Elsevier, vol. 101(C), pages 61-72.
    8. Barros, Carlos Pestana, 2014. "Airports and tourism in Mozambique," Tourism Management, Elsevier, vol. 41(C), pages 76-82.
    9. Scotti, Davide & Malighetti, Paolo & Martini, Gianmaria & Volta, Nicola, 2012. "The impact of airport competition on technical efficiency: A stochastic frontier analysis applied to Italian airport," Journal of Air Transport Management, Elsevier, vol. 22(C), pages 9-15.
    10. Torres, E. & Domínguez, J.S. & Valdés, L. & Aza, R., 2005. "Passenger waiting time in an airport and expenditure carried out in the commercial area," Journal of Air Transport Management, Elsevier, vol. 11(6), pages 363-367.
    11. Tsekeris, Theodore, 2011. "Greek airports: Efficiency measurement and analysis of determinants," Journal of Air Transport Management, Elsevier, vol. 17(2), pages 140-142.
    12. Alamdari, Fariba & Mason, Keith, 2006. "The future of airline distribution," Journal of Air Transport Management, Elsevier, vol. 12(3), pages 122-134.
    13. Vanessa Liebert & Hans-Martin Niemeier, 2013. "A Survey of Empirical Research on the Productivity and Efficiency Measurement of Airports," Journal of Transport Economics and Policy, University of Bath, vol. 47(2), pages 157-189, May.
    14. Dobruszkes, Frédéric, 2009. "New Europe, new low-cost air services," Journal of Transport Geography, Elsevier, vol. 17(6), pages 423-432.
    15. Bieger, Thomas & Wittmer, Andreas, 2006. "Air transport and tourism—Perspectives and challenges for destinations, airlines and governments," Journal of Air Transport Management, Elsevier, vol. 12(1), pages 40-46.
    16. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    17. 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.
    18. Fragoudaki, Alexandra & Giokas, Dimitris, 2016. "Airport performance in a tourism receiving country: Evidence from Greece," Journal of Air Transport Management, Elsevier, vol. 52(C), pages 80-89.
    19. 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.
    20. Tsui, Wai Hong Kan & Gilbey, Andrew & Balli, Hatice Ozer, 2014. "Estimating airport efficiency of New Zealand airports," Journal of Air Transport Management, Elsevier, vol. 35(C), pages 78-86.
    21. Abbott, Malcolm, 2015. "Reform and efficiency of New Zealand's airports," Utilities Policy, Elsevier, vol. 36(C), pages 1-9.
    22. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    23. Castillo-Manzano, José I., 2010. "Determinants of commercial revenues at airports: Lessons learned from Spanish regional airports," Tourism Management, Elsevier, vol. 31(6), pages 788-796.
    24. lo Storto, Corrado, 2018. "Ownership structure and the technical, cost, and revenue efficiency of Italian airports," Utilities Policy, Elsevier, vol. 50(C), pages 175-193.
    25. Roger Shepard, 1962. "The analysis of proximities: Multidimensional scaling with an unknown distance function. II," Psychometrika, Springer;The Psychometric Society, vol. 27(3), pages 219-246, September.
    26. Halpern, Nigel & Graham, Anne, 2015. "Airport route development: A survey of current practice," Tourism Management, Elsevier, vol. 46(C), pages 213-221.
    27. Frédéric Dobruszkes, 2009. "New Europe, new low-cost air services," ULB Institutional Repository 2013/95851, ULB -- Universite Libre de Bruxelles.
    28. Assaf, A. George & Josiassen, Alexander, 2012. "European vs. U.S. airlines: Performance comparison in a dynamic market," Tourism Management, Elsevier, vol. 33(2), pages 317-326.
    29. Choo, Yap Yin & Oum, Tae Hoon, 2013. "Impacts of low cost carrier services on efficiency of the major U.S. airports," Journal of Air Transport Management, Elsevier, vol. 33(C), pages 60-67.
    30. 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.
    31. Barros, Carlos Pestana & Dieke, Peter U.C., 2008. "Measuring the economic efficiency of airports: A Simar-Wilson methodology analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(6), pages 1039-1051, November.
    32. Tovar, Beatriz & Martín-Cejas, Roberto Rendeiro, 2009. "Are outsourcing and non-aeronautical revenues important drivers in the efficiency of Spanish airports?," Journal of Air Transport Management, Elsevier, vol. 15(5), pages 217-220.
    33. Bazargan, Massoud & Vasigh, Bijan, 2003. "Size versus efficiency: a case study of US commercial airports," Journal of Air Transport Management, Elsevier, vol. 9(3), pages 187-193.
    34. 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.
    35. Roger Shepard, 1962. "The analysis of proximities: Multidimensional scaling with an unknown distance function. I," Psychometrika, Springer;The Psychometric Society, vol. 27(2), pages 125-140, June.
    36. 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.
    37. Harold Vogel, 2016. "Travel Industry Economics," Springer Books, Springer, edition 3, number 978-3-319-27475-1, November.
    38. Malcolm Abbott & Su Wu, 2002. "Total Factor Productivity and Efficiency of Australian Airports," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 35(3), pages 244-260, September.
    39. Perelman, Sergio & Serebrisky, Tomas, 2010. "Measuring the technical efficiency of airports in Latin America," Policy Research Working Paper Series 5339, The World Bank.
    40. 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.
    41. Martín, Juan Carlos & Voltes-Dorta, Augusto, 2011. "The econometric estimation of airports' cost function," Transportation Research Part B: Methodological, Elsevier, vol. 45(1), pages 112-127, January.
    42. Coto-Millán, Pablo & Inglada, Vicente & Fernández, Xose Luis & Inglada-Pérez, Lucía & Pesquera, Miguel Ángel, 2016. "The “effect procargo” on technical and scale efficiency at airports: The case of Spanish airports (2009–2011)," Utilities Policy, Elsevier, vol. 39(C), pages 29-35.
    43. Graham, Anne, 2013. "Understanding the low cost carrier and airport relationship: A critical analysis of the salient issues," Tourism Management, Elsevier, vol. 36(C), pages 66-76.
    44. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    45. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Güner, Samet & Seçkin Codal, Keziban, 2022. "Endogenous and exogenous sources of efficiency in the management of Turkish airports," Utilities Policy, Elsevier, vol. 76(C).
    2. Wei Guo & Xin Zhang, 2022. "Regional Tourism Performance Research: Knowledge Foundation, Discipline Structure, and Academic Frontier," SAGE Open, , vol. 12(1), pages 21582440221, March.
    3. Güner, Samet & Cebeci, Halil İbrahim, 2021. "Output targeting and capacity utilization for a new-built airport: Analysis for the new airport in Istanbul," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
    4. Mehdi Shamohammadi & Yonghwa Park & Jong Hae Choi & Oh Kyoung Kwon, 2022. "Exploring the Performance of International Airports in the Pre- and Post-COVID-19 Era: Evidence from Incheon International Airport," Sustainability, MDPI, vol. 14(7), pages 1-22, April.
    5. Kaya, Gizem & Aydın, Umut & Karadayı, Melis Almula & Ülengin, Füsun & Ülengin, Burç & İçken, Ayhan, 2022. "Integrated methodology for evaluating the efficiency of airports: A case study in Turkey," Transport Policy, Elsevier, vol. 127(C), pages 31-47.
    6. Cifuentes-Faura, Javier & Faura-Martínez, Ursula, 2023. "Measuring Spanish airport performance: A bootstrap data envelopment analysis of efficiency," Utilities Policy, Elsevier, vol. 80(C).
    7. Mingwei Li & Bingxue Shao & Xiasheng Shi, 2022. "Impact of High-Speed Rail on the Development Efficiency of Low-Carbon Tourism: A Case Study of an Agglomeration in China," Sustainability, MDPI, vol. 14(16), pages 1-16, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Voltes-Dorta, Augusto & Pagliari, Romano, 2012. "The impact of recession on airports' cost efficiency," Transport Policy, Elsevier, vol. 24(C), pages 211-222.
    2. 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.
    3. Zuidberg, Joost, 2017. "Exploring the determinants for airport profitability: Traffic characteristics, low-cost carriers, seasonality and cost efficiency," Transportation Research Part A: Policy and Practice, Elsevier, vol. 101(C), pages 61-72.
    4. Fabio Carlucci & Andrea Cirà & Paolo Coccorese, 2018. "Measuring and Explaining Airport Efficiency and Sustainability: Evidence from Italy," Sustainability, MDPI, vol. 10(2), pages 1-17, February.
    5. Güner, Samet & İbrahim Cebeci, Halil, 2021. "Multi-period efficiency analysis of major European and Asian airports under fixed proportion technologies," Transport Policy, Elsevier, vol. 107(C), pages 24-42.
    6. Martín, Juan Carlos & Rodríguez-Déniz, Héctor & Voltes-Dorta, Augusto, 2013. "Determinants of airport cost flexibility in a context of economic recession," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 57(C), pages 70-84.
    7. 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.
    8. Cifuentes-Faura, Javier & Faura-Martínez, Ursula, 2023. "Measuring Spanish airport performance: A bootstrap data envelopment analysis of efficiency," Utilities Policy, Elsevier, vol. 80(C).
    9. D’Alfonso, Tiziana & Daraio, Cinzia & Nastasi, Alberto, 2015. "Competition and efficiency in the Italian airport system: new insights from a conditional nonparametric frontier analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 80(C), pages 20-38.
    10. Martini, Gianmaria & Scotti, Davide & Viola, Domenico & Vittadini, Giorgio, 2020. "Persistent and temporary inefficiency in airport cost function: An application to Italy," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 999-1019.
    11. lo Storto, Corrado, 2018. "Ownership structure and the technical, cost, and revenue efficiency of Italian airports," Utilities Policy, Elsevier, vol. 50(C), pages 175-193.
    12. Örkcü, H. Hasan & Balıkçı, Cemal & Dogan, Mustafa Isa & Genç, Aşır, 2016. "An evaluation of the operational efficiency of turkish airports using data envelopment analysis and the Malmquist productivity index: 2009–2014 case," Transport Policy, Elsevier, vol. 48(C), pages 92-104.
    13. 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.
    14. Chaouk, Mohammed & Pagliari, Dr Romano & Moxon, Richard, 2020. "The impact of national macro-environment exogenous variables on airport efficiency," Journal of Air Transport Management, Elsevier, vol. 82(C).
    15. Vogel, Hans-Arthur & Graham, Anne, 2013. "Devising airport groupings for financial benchmarking," Journal of Air Transport Management, Elsevier, vol. 30(C), pages 32-38.
    16. Fernández, Xose Luis & Gundelfinger, Javier & Coto-Millán, Pablo, 2022. "The impact of logistics and intermodality on airport efficiency," Transport Policy, Elsevier, vol. 124(C), pages 233-239.
    17. Ripoll-Zarraga, Ane Elixabete & Raya, Josep Maria, 2020. "Tourism indicators and airports' technical efficiency," Annals of Tourism Research, Elsevier, vol. 80(C).
    18. 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.
    19. Uludağ, Ahmet Serhat, 2020. "Measuring the productivity of selected airports in Turkey," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    20. Barros, Carlos Pestana, 2011. "Cost efficiency of African airports using a finite mixture model," Transport Policy, Elsevier, vol. 18(6), pages 807-813, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:juipol:v:55:y:2018:i:c:p:52-58. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.sciencedirect.com/journal/utilities-policy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.