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Seasonality and Efficiency of the Hotel Industry in the Balearic Islands: Implications for Economic and Environmental Sustainability

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  • Francisco Javier Sáez-Fernández

    (Department of International and Spanish Economy, University of Granada, 18071 Granada, Spain)

  • Ignacio Jiménez-Hernández

    (Department of International and Spanish Economy, University of Granada, 18071 Granada, Spain)

  • María del Sol Ostos-Rey

    (Department of International and Spanish Economy, University of Granada, 18071 Granada, Spain)

Abstract

Tourism seasonality generates negative environmental and economic impacts. This paper analyzes the effects of seasonality on the efficiency of the hotel industry in the Balearic Islands (Spain). To that end, a sample of hotel establishments is divided into two groups (those that close down during the off-season and those that do not). Data envelopment analysis (DEA) is applied to assess the radial efficiency of each of the selected hotels; then, directional distance functions (DDFs) are used to measure the degree of efficiency with which these hotels use each of the inputs that form part of their production process. To the best of our knowledge, this is the first time that the said technique has been applied to the hospitality industry to examine the effects of seasonality. The results of this study suggest that those establishments that do not close down their operations are markedly more efficient than the ones that do. Moreover, they are more efficient in the use of each input. Therefore, a reduction in the levels of tourism seasonality would improve the economic sustainability of the hotels and reduce the environmental pressure at peak times. Finally, in line with the theoretical hypotheses formulated, the results regarding the specific efficiency levels for each input show that the greater the degree of flexibility with which these inputs are used, the higher the efficiency.

Suggested Citation

  • Francisco Javier Sáez-Fernández & Ignacio Jiménez-Hernández & María del Sol Ostos-Rey, 2020. "Seasonality and Efficiency of the Hotel Industry in the Balearic Islands: Implications for Economic and Environmental Sustainability," Sustainability, MDPI, vol. 12(9), pages 1-17, April.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:9:p:3506-:d:350259
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    as
    1. Gronroos, Christian & Ojasalo, Katri, 2004. "Service productivity: Towards a conceptualization of the transformation of inputs into economic results in services," Journal of Business Research, Elsevier, vol. 57(4), pages 414-423, April.
    2. Morikawa, Masayuki, 2012. "Demand fluctuations and productivity of service industries," Economics Letters, Elsevier, vol. 117(1), pages 256-258.
    3. Cinzia Daraio & Léopold Simar & Paul W. Wilson, 2020. "Fast and efficient computation of directional distance estimators," Annals of Operations Research, Springer, vol. 288(2), pages 805-835, May.
    4. Cinzia Daraio & Léopold Simar & Paul W. Wilson, 2018. "Central limit theorems for conditional efficiency measures and tests of the ‘separability’ condition in non‐parametric, two‐stage models of production," Econometrics Journal, Royal Economic Society, vol. 21(2), pages 170-191, June.
    5. Cuccia, Tiziana & Rizzo, Ilde, 2011. "Tourism seasonality in cultural destinations: Empirical evidence from Sicily," Tourism Management, Elsevier, vol. 32(3), pages 589-595.
    6. Guaita Martínez, José Manuel & Martín Martín, José María & Salinas Fernández, Jose Antonio & Mogorrón-Guerrero, Helena, 2019. "An analysis of the stability of rural tourism as a desired condition for sustainable tourism," Journal of Business Research, Elsevier, vol. 100(C), pages 165-174.
    7. Kevin Fox & Robert Hill & W. Diewert, 2004. "Identifying Outliers in Multi-Output Models," Journal of Productivity Analysis, Springer, vol. 22(1), pages 73-94, July.
    8. Goncalves, Olga, 2013. "Efficiency and productivity of French ski resorts," Tourism Management, Elsevier, vol. 36(C), pages 650-657.
    9. José María Martín Martín & Jose Antonio Salinas Fernández & José Antonio Rodríguez Martín & Juan De Dios Jiménez Aguilera, 2017. "Assessment of the Tourism’s Potential as a Sustainable Development Instrument in Terms of Annual Stability: Application to Spanish Rural Destinations in Process of Consolidation," Sustainability, MDPI, vol. 9(10), pages 1-20, September.
    10. 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.
    11. Cinzia Daraio & Léopold Simar & Paul W. Wilson, 2018. "Central limit theorems for conditional efficiency measures and tests of the ‘separability’ condition in non‐parametric, two‐stage models of production," Econometrics Journal, Royal Economic Society, vol. 21(2), pages 170-191, June.
    12. Francisco J. SÁEZ‐FERNÁNDEZ & Andrés J. PICAZO‐TADEO & Carmen M. LLORCA‐RODRÍGUEZ, 2012. "Do Labour Societies Perform Differently To Cooperatives? Evidence From The Spanish Building Industry," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 83(1), pages 61-81, 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. Mendola, Daria & Volo, Serena, 2017. "Building composite indicators in tourism studies: Measurements and applications in tourism destination competitiveness," Tourism Management, Elsevier, vol. 59(C), pages 541-553.
    15. Léopold Simar, 2003. "Detecting Outliers in Frontier Models: A Simple Approach," Journal of Productivity Analysis, Springer, vol. 20(3), pages 391-424, November.
    16. Prieto, Angel M. & Zofio, Jose L., 2007. "Network DEA efficiency in input-output models: With an application to OECD countries," European Journal of Operational Research, Elsevier, vol. 178(1), pages 292-304, April.
    17. Guizzardi, Andrea & Mazzocchi, Mario, 2010. "Tourism demand for Italy and the business cycle," Tourism Management, Elsevier, vol. 31(3), pages 367-377.
    18. Park, Sangwon & Yaduma, Natina & Lockwood, Andrew J. & Williams, Allan M., 2016. "Demand fluctuations, labour flexibility and productivity," Annals of Tourism Research, Elsevier, vol. 59(C), pages 93-112.
    19. Nicole Koenig & Eberhard E. Bischoff, 2003. "Seasonality of Tourism in Wales: A Comparative Analysis," Tourism Economics, , vol. 9(3), pages 229-254, September.
    20. M. Deidda & N. Garrido & M. Pulina, 2011. "Exploring the dynamics of the efficiency in the Italian hospitality sector. A regional case study," Working Paper CRENoS 201117, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    21. 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.
    22. Mónica de Castro-Pardo & Fernando Pérez-Rodríguez & José María Martín-Martín & João C. Azevedo, 2019. "Planning for Democracy in Protected Rural Areas: Application of a Voting Method in a Spanish-Portuguese Reserve," Land, MDPI, vol. 8(10), pages 1-17, October.
    23. 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.
    24. Rolf Färe & Shawna Grosskopf, 2000. "Theory and Application of Directional Distance Functions," Journal of Productivity Analysis, Springer, vol. 13(2), pages 93-103, March.
    25. Omkar Joshi & Neelam C. Poudyal & Lincoln R. Larson, 2017. "The influence of sociopolitical, natural, and cultural factors on international tourism growth: a cross-country panel analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(3), pages 825-838, June.
    26. Cazals, Catherine & Florens, Jean-Pierre & Simar, Leopold, 2002. "Nonparametric frontier estimation: a robust approach," Journal of Econometrics, Elsevier, vol. 106(1), pages 1-25, January.
    27. Turrión Prats, Judith, 2016. "Tourist Seasonality and the Role of Markets," Working Papers 2072/290755, Universitat Rovira i Virgili, Department of Economics.
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    1. Ana Nieto Masot & Nerea Ríos Rodríguez, 2020. "Rural Tourism as a Development Strategy in Low-Density Areas: Case Study in Northern Extremadura (Spain)," Sustainability, MDPI, vol. 13(1), pages 1-21, December.

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