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“What really matters is the economic performance: Positioning tourist destinations by means of perceptual maps”

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  • Oscar Claveria

    (AQR-IREA, University of Barcelona)

Abstract

The present study aims to cluster the world's main tourist destinations according to the growth of the economic performance of the tourist activity and of the tourist and economic development experienced during the last decade. With this objective, we combine the information from a set of tourist and economic indicators for the main 45 tourist destinations over the period between 2000 and 2010. Destinations are ranked with respect to their average growth rate over the sample period. By assigning a numerical value to each country corresponding to its position, all the information is summarised into two components (“economic performance of tourist activity” and “tourist and economic development”) via multivariate techniques for dimensionality reduction: multidimensional scaling (MDS) and categorical principal components analysis (CATPCA). By means of perceptual maps, we find that destinations can be clustered into four different groups. The first one, dominated by Western and Northern Europe markets, contains some of the top destinations (France, Spain and the United States). A second one, with a predominance of Mediterranean destinations (Cyprus, Greece, Italy and Israel), obtains high scores in both dimensions. In the third one, we find Cambodia and China, alongside Egypt and Turkey. Finally, a fourth group dominated by Eastern Europe destinations (Bulgaria, Croatia and Latvia) with low scores in both dimensions.

Suggested Citation

  • Oscar Claveria, 2017. "“What really matters is the economic performance: Positioning tourist destinations by means of perceptual maps”," AQR Working Papers 201707, University of Barcelona, Regional Quantitative Analysis Group, revised Jul 2017.
  • Handle: RePEc:aqr:wpaper:201707
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    References listed on IDEAS

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    1. Ramesh Durbarry, 2004. "Tourism and Economic Growth: The Case of Mauritius," Tourism Economics, , vol. 10(4), pages 389-401, December.
    2. Pérez-Rodríguez, Jorge V. & Ledesma-Rodríguez, Francisco & Santana-Gallego, María, 2015. "Testing dependence between GDP and tourism's growth rates," Tourism Management, Elsevier, vol. 48(C), pages 268-282.
    3. María Santana-Gallego & Francisco Ledesma-Rodríguez & Jorge V. Pérez-Rodríguez, 2011. "Tourism and Trade in Small Island Regions: The Case of the Canary Islands," Tourism Economics, , vol. 17(1), pages 107-125, February.
    4. Rid, Wolfgang & Ezeuduji, Ikechukwu O. & Pröbstl-Haider, Ulrike, 2014. "Segmentation by motivation for rural tourism activities in The Gambia," Tourism Management, Elsevier, vol. 40(C), pages 102-116.
    5. Huang, Jen-Hung & Peng, Kua-Hsin, 2012. "Fuzzy Rasch model in TOPSIS: A new approach for generating fuzzy numbers to assess the competitiveness of the tourism industries in Asian countries," Tourism Management, Elsevier, vol. 33(2), pages 456-465.
    6. Warren Torgerson, 1952. "Multidimensional scaling: I. Theory and method," Psychometrika, Springer;The Psychometric Society, vol. 17(4), pages 401-419, December.
    7. Doris Gomezelj Omerzel, 2006. "Competitiveness of Slovenia as a Tourist Destination," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 4(2), pages 167-189.
    8. Stefan F. Schubert & Juan Gabriel Brida, 2009. "Macroeconomic Effects of Changes in Tourism Demand: A Simple Dynamic Model," Tourism Economics, , vol. 15(3), pages 591-613, September.
    9. Hector M. Zarate-Solano & Daniel R. Zapata-Sanabria, 2017. "Clustering and forecasting inflation expectations using the World Economic Survey: the case of the 2014 oil price shock on inflation targeting countries," Borradores de Economia 993, Banco de la Republica de Colombia.
    10. Isabel Cortés-Jiménez & Jean-Jacques Nowak & Mondher Sahli, 2011. "Mass Beach Tourism and Economic Growth: Lessons from Tunisia," Tourism Economics, , vol. 17(3), pages 531-547, June.
    11. Marcello M. Mariani & Dimitrios Buhalis & Christian Longhi & Ourania Vitouladiti, 2014. "Managing change in tourism destinations : key issues and current trends," Post-Print halshs-00924447, HAL.
    12. Oscar Claveria & Enric Monte & Salvador Torra, 2016. "A self-organizing map analysis of survey-based agents? expectations before impending shocks for model selection: The case of the 2008 financial crisis," International Economics, CEPII research center, issue 146, pages 40-58.
    13. Correia, Antonia & Oom do Valle, Patricia & Moco, Claudia, 2007. "Modeling motivations and perceptions of Portuguese tourists," Journal of Business Research, Elsevier, vol. 60(1), pages 76-80, January.
    14. Chou, Ming Che, 2013. "Does tourism development promote economic growth in transition countries? A panel data analysis," Economic Modelling, Elsevier, vol. 33(C), pages 226-232.
    15. Jacint Balaguer & Manuel Cantavella-Jorda, 2002. "Tourism as a long-run economic growth factor: the Spanish case," Applied Economics, Taylor & Francis Journals, vol. 34(7), pages 877-884.
    16. Li, Gang & Song, Haiyan & Cao, Zheng & Wu, Doris Chenguang, 2013. "How competitive is Hong Kong against its competitors? An econometric study," Tourism Management, Elsevier, vol. 36(C), pages 247-256.
    17. Sarlin, Peter & Peltonen, Tuomas A., 2013. "Mapping the state of financial stability," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 46-76.
    18. Schubert, Stefan Franz & Brida, Juan Gabriel & Risso, Wiston Adrián, 2011. "The impacts of international tourism demand on economic growth of small economies dependent on tourism," Tourism Management, Elsevier, vol. 32(2), pages 377-385.
    19. Meng, Xianming & Siriwardana, Mahinda & Pham, Tien, 2013. "A CGE assessment of Singapore's tourism policies," Tourism Management, Elsevier, vol. 34(C), pages 25-36.
    20. Christine Lim & Michael McAleer, 2001. "Time Series Forecasts of International Tourism Demand for Australia," ISER Discussion Paper 0533, Institute of Social and Economic Research, Osaka University.
    21. Koi Nyen Wong & Tuck Cheong Tang, 2010. "Tourism and Openness to Trade in Singapore: Evidence Using Aggregate and Country-Level Data," Tourism Economics, , vol. 16(4), pages 965-980, December.
    22. Joo Hwan Seo & Sung Yong Park & Soyoung Boo, 2010. "Interrelationships among Korean Outbound Tourism Demand: Granger Causality Analysis," Tourism Economics, , vol. 16(3), pages 597-610, September.
    23. María Santana-Gallego & Francisco J. Ledesma-Rodríguez & Jorge V. Pérez-Rodríguez, 2010. "Exchange Rate Regimes and Tourism," Tourism Economics, , vol. 16(1), pages 25-43, March.
    24. Assaf, A. George & Tsionas, Efthymios G., 2015. "Incorporating destination quality into the measurement of tourism performance: A Bayesian approach," Tourism Management, Elsevier, vol. 49(C), pages 58-71.
    25. Claveria, Oscar & Monte, Enric & Torra, Salvador, 2016. "A self-organizing map analysis of survey-based agents׳ expectations before impending shocks for model selection: The case of the 2008 financial crisis," International Economics, Elsevier, vol. 146(C), pages 40-58.
    26. Louis Guttman, 1954. "Some necessary conditions for common-factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 19(2), pages 149-161, June.
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