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Regional efficiency evaluation by input-oriented data envelopment analysis of hotel and restaurant sector

Author

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  • Athanasia Karakitsiou

    (Educational Technological Institute of Central Macedonia)

  • Markos Kourgiantakis

    (Technological Educational Institute of Crete)

  • Athanasia Mavrommati

    (University of Ioannina)

  • Athanasios Migdalas

    (Luleå University of Technology)

Abstract

This paper analyses the efficiency of hotel and restaurant sector across all of the thirteen regions in Greece. For our purpose, DEA models were applied in order to evaluate the tourist efficiency and competitiveness of different regions in Greece. The application of this frontier method permits the calculation of efficiency scores based on a series of inputs (number of local units, number of employees and investments) and output (turnover). For the years, 2002–2013, with respectively constant and variable returns to scale models, the empirical analysis shows the differences in the efficiency performance of the Greek regions. More specifically, Attica and South Aegean can be regarded as “moving ahead” regions, whereas some other like, Thessaly, Central Macedonia, Central Greece and Epirus can be considered as “falling further” regions.

Suggested Citation

  • Athanasia Karakitsiou & Markos Kourgiantakis & Athanasia Mavrommati & Athanasios Migdalas, 2020. "Regional efficiency evaluation by input-oriented data envelopment analysis of hotel and restaurant sector," Operational Research, Springer, vol. 20(4), pages 2041-2058, December.
  • Handle: RePEc:spr:operea:v:20:y:2020:i:4:d:10.1007_s12351-018-0406-1
    DOI: 10.1007/s12351-018-0406-1
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    1. Barros, Carlos Pestana & Botti, Laurent & Peypoch, Nicolas & Robinot, Elisabeth & Solonandrasana, Bernardin & A., George Assaf, 2011. "Performance of French destinations: Tourism attraction perspectives," Tourism Management, Elsevier, vol. 32(1), pages 141-146.
    2. Elena Toma, 2014. "Regional scale efficiency evaluation by input-oriented Data Envelopment Analysis of tourism sector," International Journal of Academic Research in Environment and Geography, Human Resource Management Academic Research Society, International Journal of Academic Research in Environment and Geography, vol. 1(1), pages 15-20, June.
    3. Eleni Gaki & Stella Kostopoulou & Dimitris Lagos, 2013. "Regional Inequalities In Greek Tourism Development," ERSA conference papers ersa13p729, European Regional Science Association.
    4. Boussofiane, A. & Dyson, R. G. & Thanassoulis, E., 1991. "Applied data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 52(1), pages 1-15, May.
    5. 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.
    6. Rozenn Perrigot & Gérard Cliquet & Isabelle Piot-Lepetit, 2009. "Plural form chain and efficiency: Insights from theFrench hotel chains and the DEA methodology," Post-Print halshs-00422241, HAL.
    7. Fei-Ching Wang & Wei-Ting Hung & Jui-Kou Shang, 2006. "Measuring the Cost Efficiency of International Tourist Hotels in Taiwan," Tourism Economics, , vol. 12(1), pages 65-85, March.
    8. Pulina, Manuela & Detotto, Claudio & Paba, Antonello, 2010. "An investigation into the relationship between size and efficiency of the Italian hospitality sector: A window DEA approach," European Journal of Operational Research, Elsevier, vol. 204(3), pages 613-620, August.
    9. Maria Papadakis, 1994. "Did (or does) the United States have a competitiveness crisis?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 13(1), pages 1-20.
    10. Alexandros Apostolakis & George Datseris & Constantine Manasakis, "undated". "Using data envelopment analysis to measure hotel efficiency in Crete," Working Papers 1203, University of Crete, Department of Economics.
    11. Andreas PAPATHEODOROU & Pavlos ARVANITIS, 2014. "Tourism And The Economic Crisis In Greece - Regional Perspectives," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 39, pages 183-203.
    12. Crouch, Geoffrey I. & Ritchie, J. R. Brent, 1999. "Tourism, Competitiveness, and Societal Prosperity," Journal of Business Research, Elsevier, vol. 44(3), pages 137-152, March.
    13. Oliveira, Ricardo & Pedro, Maria Isabel & Marques, Rui Cunha, 2013. "Efficiency and its determinants in Portuguese hotels in the Algarve," Tourism Management, Elsevier, vol. 36(C), pages 641-649.
    14. Huang, Chin-wei & Ho, Foo Nin & Chiu, Yung-ho, 2014. "Measurement of tourist hotels׳ productive efficiency, occupancy, and catering service effectiveness using a modified two-stage DEA model in Taiwan," Omega, Elsevier, vol. 48(C), pages 49-59.
    15. Yuan-ho Lee & Lung-Tan Lu & An-De Sung, 2012. "A Measure to the Operational Performance of International Hotels in Taiwan: DEA and Malmquist Approach," Review of Economics & Finance, Better Advances Press, Canada, vol. 2, pages 73-83, February.
    16. 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.
    17. Botti, Laurent & Briec, Walter & Cliquet, Gérard, 2009. "Plural forms versus franchise and company-owned systems: A DEA approach of hotel chain performance," Omega, Elsevier, vol. 37(3), pages 566-578, June.
    18. Perrigot, Rozenn & Cliquet, Gérard & Piot-Lepetit, Isabelle, 2009. "Plural form chain and efficiency: Insights from the French hotel chains and the DEA methodology," European Management Journal, Elsevier, vol. 27(4), pages 268-280, August.
    19. Elias Giannakis & Adriana Bruggeman, 2017. "Economic crisis and regional resilience: Evidence from Greece," Papers in Regional Science, Wiley Blackwell, vol. 96(3), pages 451-476, August.
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    3. Eleni Dimitriadou & Thomas Bournaris & Theodoros Stavrinoudis & Olga Iakovidou, 2021. "The Efficiency Score of Small Accommodation Businesses in Non-Coastal Rural Areas in Greece," Sustainability, MDPI, vol. 13(19), pages 1-15, October.

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