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Estimating the hospitality efficiency in Mexico using Data Envelopment Analysis

Author

Listed:
  • Martin Flegl

    (Tecnologico de Monterrey)

  • Hazael Cerón-Monroy

    (Mexico Anahuac University, Instituto Politecnico Nacional)

  • Igor Krejčí

    (Czech University of Life Sciences Prague)

  • Josef Jablonský

    (Prague University of Economics and Business)

Abstract

Tourism has been an important source of income and employment for Mexico, and the economic numbers generated by the tourism have been increasing during last 2 decades. However, the question is how much more tourism capacity can Mexico offer? Therefore, it is necessary to search areas with lower hospitality performance to secure tourism growth and create adequate decision-making strategies. In this article, we constructed Data Envelopment Analysis model to estimate the hospitality efficiency of 32 Mexican states during a period from 1992 to 2018. Such a long period creates a unique insight of Mexican tourism. The results revealed high efficiency regarding national tourism, whereas the efficiency is low with respect to international tourism. This may not be unconnected with the fact that international tourism is centered in coastal states, whereas national tourism is mainly located in the in-land states. Such differences create opportunities to target better marketing strategies from the Mexican government.

Suggested Citation

  • Martin Flegl & Hazael Cerón-Monroy & Igor Krejčí & Josef Jablonský, 2023. "Estimating the hospitality efficiency in Mexico using Data Envelopment Analysis," OPSEARCH, Springer;Operational Research Society of India, vol. 60(1), pages 188-216, March.
  • Handle: RePEc:spr:opsear:v:60:y:2023:i:1:d:10.1007_s12597-022-00619-8
    DOI: 10.1007/s12597-022-00619-8
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    References listed on IDEAS

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    1. William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), 2011. "Handbook on Data Envelopment Analysis," International Series in Operations Research and Management Science, Springer, number 978-1-4419-6151-8, December.
    2. Aurélie Corne, 2015. "Benchmarking and tourism efficiency in France," Post-Print hal-02395171, HAL.
    3. Holzner, Mario, 2011. "Tourism and economic development: The beach disease?," Tourism Management, Elsevier, vol. 32(4), pages 922-933.
    4. Kapuściński, Grzegorz & Richards, Barry, 2016. "News framing effects on destination risk perception," Tourism Management, Elsevier, vol. 57(C), pages 234-244.
    5. Pekka Aula & Vesa Harmaakorpi, 2008. "An Innovative Milieu - A View on Regional Reputation Building: Case Study of the Lahti Urban Region," Regional Studies, Taylor & Francis Journals, vol. 42(4), pages 523-538.
    6. Angel Higuerey & Christian Viñan-Merecí & Zulema Malo-Montoya & Valentín-Alejandro Martínez-Fernández, 2020. "Data Envelopment Analysis (DEA) for Measuring the Efficiency of the Hotel Industry in Ecuador," Sustainability, MDPI, vol. 12(4), pages 1-18, February.
    7. Josef Jablonsky, 2018. "Ranking of countries in sporting events using two-stage data envelopment analysis models: a case of Summer Olympic Games 2016," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 26(4), pages 951-966, December.
    8. Song, Malin & Li, Hui, 2019. "Estimating the efficiency of a sustainable Chinese tourism industry using bootstrap technology rectification," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 45-54.
    9. Corne, Aurélie, 2015. "Benchmarking and tourism efficiency in France," Tourism Management, Elsevier, vol. 51(C), pages 91-95.
    10. 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.
    11. Carlos Pestana Barros & Laurent Botti & Nicolas Peypoch & Bernardin Solonandrasana, 2011. "Managerial efficiency and hospitality industry: the Portuguese case," Applied Economics, Taylor & Francis Journals, vol. 43(22), pages 2895-2905.
    12. Salem Hathroubi & Nicolas Peypoch & Elisabeth Robinot, 2014. "Technical efficiency and environmental management : The tunisian Case," Post-Print hal-01018073, HAL.
    13. Jamie K. Wardman, 2020. "Recalibrating pandemic risk leadership: Thirteen crisis ready strategies for COVID-19," Journal of Risk Research, Taylor & Francis Journals, vol. 23(7-8), pages 1092-1120, November.
    14. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, December.
    15. Raki, Amir & Nayer, Daud & Nazifi, Amin & Alexander, Matthew & Seyfi, Siamak, 2021. "Tourism recovery strategies during major crises: The role of proactivity," Annals of Tourism Research, Elsevier, vol. 90(C).
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    Cited by:

    1. Jagjeevan Kanoujiya & Shailesh Rastogi, 2024. "Nexus between efficiency and financial distress of listed firms in India: a comparative study using frontier techniques," OPSEARCH, Springer;Operational Research Society of India, vol. 61(2), pages 835-866, June.

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