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Fuzzy ServPerf model combined with ELECTRE III to comparatively evaluate service quality of international airports in Sicily

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  • Lupo, Toni

Abstract

In this paper a new approach was proposed so as to comparatively evaluate the quality of service alternatives. In particular, a fuzzy extension of the ServPerf service conceptual model was considered to estimate quality scores of fundamental service criteria, whereas the non-compensative multi-criteria decision-making ELECTRE III method was employed to point out the quality ranking of service alternatives on the basis of which the comparative service quality analysis was performed. In order to show the effectiveness of the proposed approach, an empirical study concerning service quality evaluation of the three international airports in Sicily (Italy) was conducted with detailed proposals for passenger service improvement. The results showed that only few key service aspects played a focal role in quality airport service. Moreover, the effects on the evaluation of service quality, arising from customers' uncertainties, were computed, thus demonstrating the effectiveness of the proposed approach.

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  • Lupo, Toni, 2015. "Fuzzy ServPerf model combined with ELECTRE III to comparatively evaluate service quality of international airports in Sicily," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 249-259.
    • Handle: RePEc:eee:jaitra:v:42:y:2015:i:c:p:249-259
    DOI: 10.1016/j.jairtraman.2014.11.006
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    as
    1. Chan, Felix T.S. & Kumar, Niraj, 2007. "Global supplier development considering risk factors using fuzzy extended AHP-based approach," Omega, Elsevier, vol. 35(4), pages 417-431, August.
    2. Graham, Anne, 2009. "How important are commercial revenues to today's airports?," Journal of Air Transport Management, Elsevier, vol. 15(3), pages 106-111.
    3. Arif, Mohammed & Gupta, Aman & Williams, Aled, 2013. "Customer service in the aviation industry – An exploratory analysis of UAE airports," Journal of Air Transport Management, Elsevier, vol. 32(C), pages 1-7.
    4. Marcucci, Edoardo & Gatta, Valerio, 2012. "Dissecting preference heterogeneity in consumer stated choices," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(1), pages 331-339.
    5. Adler, Nicole & Berechman, Joseph, 2001. "Measuring airport quality from the airlines' viewpoint: an application of data envelopment analysis," Transport Policy, Elsevier, vol. 8(3), pages 171-181, July.
    6. Bruno De Borger & Kristiaan Kerstens & Álvaro Costa, 2002. "Public transit performance: What does one learn from frontier studies?," Transport Reviews, Taylor & Francis Journals, vol. 22(1), pages 1-38, January.
    7. Lupo, Toni, 2013. "Handling stakeholder uncertain judgments in strategic transport service analyses," Transport Policy, Elsevier, vol. 29(C), pages 54-63.
    8. Eboli, Laura & Mazzulla, Gabriella, 2011. "A methodology for evaluating transit service quality based on subjective and objective measures from the passenger's point of view," Transport Policy, Elsevier, vol. 18(1), pages 172-181, January.
    9. Chang, Yu-Wei & Chang, Yu-Hern, 2010. "Does service recovery affect satisfaction and customer loyalty? An empirical study of airline services," Journal of Air Transport Management, Elsevier, vol. 16(6), pages 340-342.
    10. Liang, Gin-Shuh, 1999. "Fuzzy MCDM based on ideal and anti-ideal concepts," European Journal of Operational Research, Elsevier, vol. 112(3), pages 682-691, February.
    11. Correia, Anderson R. & Wirasinghe, S.C. & de Barros, Alexandre G., 2008. "Overall level of service measures for airport passenger terminals," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(2), pages 330-346, February.
    12. Papadopoulos, Agis & Karagiannidis, Avraam, 2008. "Application of the multi-criteria analysis method Electre III for the optimisation of decentralised energy systems," Omega, Elsevier, vol. 36(5), pages 766-776, October.
    13. Brady, Michael K. & Cronin, J. Jr. & Brand, Richard R., 2002. "Performance-only measurement of service quality: a replication and extension," Journal of Business Research, Elsevier, vol. 55(1), pages 17-31, January.
    14. Pestana Barros, Carlos & Dieke, Peter U.C., 2007. "Performance evaluation of Italian airports: A data envelopment analysis," Journal of Air Transport Management, Elsevier, vol. 13(4), pages 184-191.
    15. Yeh, Chung-Hsing & Kuo, Yu-Liang, 2003. "Evaluating passenger services of Asia-Pacific international airports," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 39(1), pages 35-48, January.
    16. Keeney,Ralph L. & Raiffa,Howard, 1993. "Decisions with Multiple Objectives," Cambridge Books, Cambridge University Press, number 9780521438834.
    17. 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.
    18. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2004. "Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS," European Journal of Operational Research, Elsevier, vol. 156(2), pages 445-455, July.
    19. Chang, Da-Yong, 1996. "Applications of the extent analysis method on fuzzy AHP," European Journal of Operational Research, Elsevier, vol. 95(3), pages 649-655, December.
    20. Lubbe, Berendien & Douglas, Anneli & Zambellis, Julia, 2011. "An application of the airport service quality model in South Africa," Journal of Air Transport Management, Elsevier, vol. 17(4), pages 224-227.
    21. Wang, Xiaoting & Triantaphyllou, Evangelos, 2008. "Ranking irregularities when evaluating alternatives by using some ELECTRE methods," Omega, Elsevier, vol. 36(1), pages 45-63, February.
    22. Filippo Sgroi & Salvatore Tudisca & Anna Maria Di Trapani & Riccardo Testa & Riccardo Squatrito, 2014. "Efficacy and Efficiency of Italian Energy Policy: The Case of PV Systems in Greenhouse Farms," Energies, MDPI, vol. 7(6), pages 1-17, June.
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