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Evaluating the performance drivers of French ski resorts: A hierarchical approach

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  • Aurélie Corne
  • Olga Goncalves
  • Nicolas Peypoch

Abstract

This paper aims to analyse the operational performance of French ski resorts by using data envelopment analysis models. The findings show that the hierarchical category data envelopment analysis is more appropriate than the standard one as it takes into account heterogeneity. The impact of the business environment (size, ownership, elevation, and location) on performance level is assessed with efficiency scores that are significantly higher for smaller ski resorts, those that are public managed, and those located at medium elevations. In addition, the results highlight a statistical relation between ski resort location and performance. Finally, the implications of the results and future research perspectives are discussed.

Suggested Citation

  • Aurélie Corne & Olga Goncalves & Nicolas Peypoch, 2020. "Evaluating the performance drivers of French ski resorts: A hierarchical approach," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(3), pages 389-405, April.
    • Handle: RePEc:wly:mgtdec:v:41:y:2020:i:3:p:389-405
    DOI: 10.1002/mde.3108
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    as
    1. Guironnet, Jean-Pascal & Peypoch, Nicolas, 2018. "The geographical efficiency of education and research: The ranking of U.S. universities," Socio-Economic Planning Sciences, Elsevier, vol. 62(C), pages 44-55.
    2. Aurélie Corne, 2015. "Benchmarking and tourism efficiency in France," Post-Print hal-02395171, HAL.
    3. Symeou, Pavlos C., 2011. "Economy size and performance: An efficiency analysis in the telecommunications sector," Telecommunications Policy, Elsevier, vol. 35(5), pages 426-440, June.
    4. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    5. Goncalves, Olga, 2013. "Efficiency and productivity of French ski resorts," Tourism Management, Elsevier, vol. 36(C), pages 650-657.
    6. Emrouznejad, Ali & Yang, Guo-liang, 2018. "A survey and analysis of the first 40 years of scholarly literature in DEA: 1978–2016," Socio-Economic Planning Sciences, Elsevier, vol. 61(C), pages 4-8.
    7. Daniel Scott & Geoff McBoyle, 2007. "Climate change adaptation in the ski industry," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 12(8), pages 1411-1431, October.
    8. Backx, Mattijs & Carney, Michael & Gedajlovic, Eric, 2002. "Public, private and mixed ownership and the performance of international airlines," Journal of Air Transport Management, Elsevier, vol. 8(4), pages 213-220.
    9. Assaf, A. George & Tsionas, Mike, 2018. "The estimation and decomposition of tourism productivity," Tourism Management, Elsevier, vol. 65(C), pages 131-142.
    10. Camille Gonseth, 2013. "Impact of snow variability on the Swiss winter tourism sector: implications in an era of climate change," Climatic Change, Springer, vol. 119(2), pages 307-320, July.
    11. Georges Assaf, A. & Gillen, David, 2012. "Measuring the joint impact of governance form and economic regulation on airport efficiency," European Journal of Operational Research, Elsevier, vol. 220(1), pages 187-198.
    12. Falk, Martin, 2013. "A survival analysis of ski lift companies," Tourism Management, Elsevier, vol. 36(C), pages 377-390.
    13. Nemoto, Jiro & Asai, Sumiko, 2002. "Scale economies, technical change and productivity growth in Japanese local telecommunications services," Japan and the World Economy, Elsevier, vol. 14(3), pages 305-320, August.
    14. Dhawan, Rajeev, 2001. "Firm size and productivity differential: theory and evidence from a panel of US firms," Journal of Economic Behavior & Organization, Elsevier, vol. 44(3), pages 269-293, March.
    15. Corne, Aurélie, 2015. "Benchmarking and tourism efficiency in France," Tourism Management, Elsevier, vol. 51(C), pages 91-95.
    16. 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.
    17. Tovar, Beatriz & Javier Ramos-Real, Francisco & de Almeida, Edmar Fagundes, 2011. "Firm size and productivity. Evidence from the electricity distribution industry in Brazil," Energy Policy, Elsevier, vol. 39(2), pages 826-833, February.
    18. Førsund, Finn R., 2018. "Economic interpretations of DEA," Socio-Economic Planning Sciences, Elsevier, vol. 61(C), pages 9-15.
    19. Falk, Martin, 2010. "A dynamic panel data analysis of snow depth and winter tourism," Tourism Management, Elsevier, vol. 31(6), pages 912-924.
    20. Oliver E. Williamson, 1967. "Hierarchical Control and Optimum Firm Size," Journal of Political Economy, University of Chicago Press, vol. 75(2), pages 123-123.
    21. A. George Assaf & Larry Dwyer, 2013. "Benchmarking International Tourism Destinations," Tourism Economics, , vol. 19(6), pages 1233-1247, December.
    22. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    23. Falk, Martin & Vanat, Laurent, 2016. "Gains from investments in snowmaking facilities," Ecological Economics, Elsevier, vol. 130(C), pages 339-349.
    24. Benoit Dervaux & Gary Ferrier & Herve Leleu & Vivian Valdmanis, 2004. "Comparing French and US hospital technologies: a directional input distance function approach," Applied Economics, Taylor & Francis Journals, vol. 36(10), pages 1065-1081.
    25. Laurent Botti & Aurélie Corne, 2016. "Benchmarking, attraction et valeur touristique du territoire : une analyse par le secteur hôtelier français," Post-Print hal-02319897, HAL.
    26. Marc Pons & Juan López-Moreno & Martí Rosas-Casals & Èric Jover, 2015. "The vulnerability of Pyrenean ski resorts to climate-induced changes in the snowpack," Climatic Change, Springer, vol. 131(4), pages 591-605, August.
    27. Tang, Ke & Wang, Wenjun & Xu, Rong, 2012. "Size and performance of Chinese mutual funds: The role of economy of scale and liquidity," Pacific-Basin Finance Journal, Elsevier, vol. 20(2), pages 228-246.
    28. Assaf, A., 2009. "Accounting for size in efficiency comparisons of airports," Journal of Air Transport Management, Elsevier, vol. 15(5), pages 256-258.
    29. Kerstens, K., 1996. "Technical efficiency measurement and explanation of French urban transit companies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 30(6), pages 431-452, November.
    30. Jamie Sanderson & Sardar M. N. Islam, 2007. "Climate Change and Economic Development," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-59012-0, December.
    31. 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.
    32. Martin Falk, 2015. "The Demand for Winter Sports: Empirical Evidence for the Largest French Ski-Lift Operator," Tourism Economics, , vol. 21(3), pages 561-580, June.
    33. Beyazıt, Mehmet Fuat & Koc, Erdogan, 2010. "An analysis of snow options for ski resort establishments," Tourism Management, Elsevier, vol. 31(5), pages 676-683.
    34. 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.
    35. Eckel, Catherine & Eckel, Doug & Singal, Vijay, 1997. "Privatization and efficiency: Industry effects of the sale of British Airways," Journal of Financial Economics, Elsevier, vol. 43(2), pages 275-298, February.
    36. Marques, Rui Cunha & De Witte, Kristof, 2011. "Is big better? On scale and scope economies in the Portuguese water sector," Economic Modelling, Elsevier, vol. 28(3), pages 1009-1016, May.
    37. Furubotn, Eirik G & Pejovich, Svetozar, 1972. "Property Rights and Economic Theory: A Survey of Recent Literature," Journal of Economic Literature, American Economic Association, vol. 10(4), pages 1137-1162, December.
    38. Emrouznejad, Ali & Parker, Barnett R. & Tavares, Gabriel, 2008. "Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEA," Socio-Economic Planning Sciences, Elsevier, vol. 42(3), pages 151-157, September.
    39. Villalonga, Belen, 2000. "Privatization and efficiency: differentiating ownership effects from political, organizational, and dynamic effects," Journal of Economic Behavior & Organization, Elsevier, vol. 42(1), pages 43-74, May.
    40. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2006. "Introduction to Data Envelopment Analysis and Its Uses," Springer Books, Springer, number 978-0-387-29122-2, October.
    41. Olga Goncalves & Gabriel Guallino & Hélène Michel & Elisabeth Robinot, 2011. "Flocon ou Chamois d'Or ? Mesurer la Performance Marketing d'un Service Touristique," Grenoble Ecole de Management (Post-Print) hal-00971396, HAL.
    42. Sueyoshi, Toshiyuki & Aoki, Shingo, 2001. "A use of a nonparametric statistic for DEA frontier shift: the Kruskal and Wallis rank test," Omega, Elsevier, vol. 29(1), pages 1-18, February.
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