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Examination of travel and tourism development levels of the Mediterranean Countries with multicriteria decision making methods

Year 2025, Volume: 10 Issue: 2, 225 - 239
https://doi.org/10.31822/jomat.2025-10-2-225

Abstract

This study aims to examine the tourism development levels of the countries in the Mediterranean region according to the Travel and Tourism Development Index (TTDI) published by the World Economic Forum (WEF) using multi-criteria decision-making methods. For this purpose, the study compares the Travel and Tourism Development levels of the countries bordering the Mediterranean Sea according to 5 main criteria and 17 sub-criteria in the index. In this context, the importance weights of the index criteria were calculated by taking expert opinions with the AHP method and the Mediterranean countries with data in the index were ranked by TODIM and WASPAS methods. After the expert opinions, it was determined that the most important criteria were Environmental Conditions, Travel and Tourism Policies and Conditions, Travel and Tourism Demand Drivers, Infrastructure and Sustainability of Travel and Tourism. According to the results of the WASPAS method, the development levels of 8 countries differed from the WEF data, while according to the TODIM method, differences were observed in the rankings of 6 countries. In line with the results of the study, it is concluded that Mediterranean countries can maintain their ranking if they give more weight to important criteria that affect tourism development such as Environmental Conditions, Travel and Tourism Policies and Conditions and Travel and Tourism Demand Pressure.

References

  • Aydemir, B., Saylan, U., & Aydoğmuş, F. (2014). Turizmde rekabet: seyahat ve turizm (T&T) rekabet edebilirlik raporunda Türkiye’nin ve Avrupa’nın değerlendirilmesi, Çukurova Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 18(1), 1-15.
  • Babat, A. F., Mazilu, M., Nita, A., Dragulesa, I. A., & Grigore, M. (2023). Tourism and travel competitiveness index: from theoretical definition to practical analysis in romania, Sustainibility, 15(13), 10157.
  • Baggio, R. (2007). Symptoms of complexity in a tourism system, Tourism Analysis, 13(1), 1-31.
  • Buhalis, D. (1998). Tourism in the Mediterranean, Tourism Recreation Research, 23(1), 90.
  • Chakraborty, S., Bhattacharyya, O., Zavadskas, E. K., & Antucheviciene, J. (2015). Application of waspas method as an optimization tool in non-traditional machining processes, Information Technology and Control, 44(1), 77-88.
  • Cooper, C., & Hall, C. M. (2008). Contemporary tourism: an international approach. Oxford: Butterworth-Heinemann.
  • El-Hashash, E. F., & Shiekh, R. H. A. (2022). A Comparison of the pearson, spearman rank and kendall tau correlation coefficients using quantitative variables, Asian Journal of Probability and Statistics, 20(3), 36-48.
  • Gierczak, B. (2011). The history of tourist transport after the modern industrial revolution, Polish Journal of Sport and Tourism, 18(4), 275-181.
  • Goeldner, C. R., & Ritchie, J, R. B. (2012). Tourism: principles, practices, philosophies, New Jersey: John Wiley & Sons, INC.
  • Gomes, L. F. A. M., & Lima, M. M. P. P. (1991). Todim: Basics and application to multicriteria ranking of projects with environmental impacts, Foundations of Computing and Decision Sciences, 16(2), 113–127
  • Gomes, L. F. A. M., & Rangel, L. A. D. (2009). An application of the todim method to the multicriteria rental evaluation of residential properties, European Journal of Operational Research, 193(1), 204-211.
  • Gonzalez-Rodriguez, M. R., Diaz-Fernandez, M. C., & Pulido-Pavon, N. (2023). Tourist destination competitiveness: an international approach through the travel and tourism competitiveness index, Tourism Management Perspectives, 47, 2-13.
  • Gooroochurn, N., & Sugiyarto, G. (2005). Competitiveness indicators in the travel and tourism industry, Tourism Economics, 11(1), 25-43.
  • Grasso, F., & Sergi, B. S. (2021). Tourism in the mediterranean sea. Bingley: Emerald Publishing, 2021.
  • Güllü, K., & Yılmaz, M. (2020). Determination of destination competitiveness of the selected mediterranean destinations by entropy based edas method, Erciyes Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 48, 486-509.
  • Hassan, A., & Uşaklı, A. (2013). Seyahat ve turizm rekabetçilik endeksi: akdeniz çanağındaki destinasyonlara yönelik karşılaştırmalı bir analiz. Seyahat ve Otel İşletmeciliği Dergisi, 10(2), 53-67.
  • Holden, A. (2008). Environment and tourism. London and New York: Routledge Taylor & Francis Group.
  • İçöz, O., Var, T., & İlhan, İ. (2019). Turizm planlaması ve politikası: turizmde bölgesel planlama, Ankara: Detay Yayıncılık.
  • Kayar, C. H., & Kozak, N. (2010). Measuring destination competitiveness: an application of the travel and tourism competitiveness index, Journal of Hospitality Marketing & Management, 19(3), 203-216.
  • Kozak, N., & Sop, S. A. (2023). Turizm pazarlaması. Ankara: Detay Yayıncılık.
  • Kozak, N., Akoglan Kozak, M., & Kozak, M. (2023). Genel turizm: İlkeler-Kavramlar. Ankara: Detay Yayıncılık.
  • Liu, P., & Teng, F. (2014). An extended todim method for multiple attribute group decision-making based on 2-dimension uncertain linguistic variable, Complexity, 21(5), 4-6.
  • Llamazares, B. (2018). An analysis of the generalized todim method. European Journal of Operational Research, 269(3), 1041-1049.
  • Manap Davras, G. (2020). Akdeniz turizm destinasyonlarının rekabet gücü açısından topsis ve vikor yöntemleri ile karşılaştırılması. Journal of Tourism and Gastronomy Studies, 8(2), 1439-1456.
  • Martines-Gonzalez, J. A., Diaz-Padilla, V. T., & Parra-Lopez, E. (2021). Study of the tourism competitiveness model of the world economic forum using Rasch’s mathematical model: the case of Portugal, Sustainibility, 13(13), 7169.
  • Middleton, V. T. C., & Clarke, J. (2001). Marketing in travel and tourism, 3rd Edition, Oxford: Butterworth-Heinneman.
  • Nazmfar, H., Eshghei, A., Alavi, S., & Poormoradian, S. (2019). Analysis of travel and tourism competitiveness index in middle east countries. Asia Pacific Journal of Tourism Research, 24(6), 501-513.
  • Özdemir, A. (2016). Ahp. In H. Durucasu (Ed.), İşletmelerde Karar Verme Teknikleri. (pp. 64-83). Eskişehir: Anadolu Üniversitesi Yayınları, 2016.
  • Özkaya, G., & Demirhan, A. (2022). Multi-Criteria analysis of sustainable travel and tourism competitiveness in Europe and Eurasia, Sustainability, 14(22), 1-25.
  • Pandey, P., & Pandey, M. M. (2015). Research methodology: tools and techniques, Romania: Bridge Center.
  • Popescu, J., & Pavlovic, D. (2013). Competitiveness of serbia as a tourist destination- analysis of selected key indicators, Marketing, 44(3),199-210.
  • Ritchie, J. R. B., & Crouch, G. I. (2003). The competitive destination: A sustainable tourism perspective. London: CABI Publishing.
  • Rodriguez Diaz, B., & Pulido-Fernandez, J. I. (2020). Analysis of the worth of the weights in a new travel and tourism competitiveness index, Journal of Travel Research, 60(2), 267-280.
  • Roney, S. A. (2018). Turizm.: Bir sistem analizi, Ankara: Detay Yayıncılık.
  • Ruggieri, G. (2011). Tourism in mediterranean islands: A comparative analysis. In J. Carlsen, & R, Butler (Eds.), Island tourism sustainable perspectives (pp. 196-186). Oxfordshire: Cabi.
  • Saaty, T. L. (1977). A scalling method for priorities in hierarchical structures, Journal of Mathematical Psychology, 15, 234-281.
  • Saaty, T. L. (1990). How to make a desicion: The analytic hierarchy process, European Journal of Operational Research, 48(1), 9.
  • Saaty, T. L., & Vargas, L. G. (2012) Models, methods, concepts & applications of the analytic hierarchy Process. New York: Springer Science & Business Media.
  • Sakal, H. B. (2021). Türkiye turizminin uluslararası rekabetçiliği: Dünya ekonomik forumu seyahat ve turizm rekabetçilik endeksinde Türkiye’nin görünümü. Cappadocia Journal of Area Studies, 3(1), 126-149.
  • Saltelli, A., & Annoni, P. (2011). Sensitivity analysis. In M. Lovric (Eds.), International encyclopedia of statistical science, (pp. 1298-1301). Berlin: Springer.
  • Senthilnathan, S. (2019). Usefulness of correlation analysis. Retrieved January 15, 2024, from https://doi.org/10.2139/ssrn.3416918
  • Sharpley, R., & Telfer, D. J. (2008). Tourism and Development. London and New York: Routledge Taylor & Francis Group.
  • United Nations World Tourism Organization. (2018). Tourism Highlights 2018 Edition UNWTO. Retrieved July, 31, 2024 from https://caribbeanhotelandtourism.com/wp-content/uploads/2018/ 09/UNWTO-Tourism-Highlights-2018.pdf
  • United Nations World Tourism Organization. (2022). World Tourism Barometer Statistical Annex UNWTO. Retrieved July, 31, 2024 from https://www.developmentaid.org/api/frontend/cms/file/ 2022/11/UNWTO_Barom22_06_Nov_Statistical_Annex_en.pdf.
  • United Nations World Tourism Organization. (2023). 2023 Edition International Tourism Highlights UNWTO. Retrieved January, 14, 2024 from https://www.e-unwto.org/doi/epdf/10.18111 /9789284424986.
  • United Nations World Tourism Organization. (2024a). International tourism to reach pre-pandemic levels in 2024 UNWTO. Retrieved February, 18, 2024 from https://webunwto.s3.eu-west-1.amazonaws.com/s3fs-public/2024-01/UNWTO_Barom24_01_January_Excerpt.pdf.
  • United Nations World Tourism Organization. (2024b). Grossary of tourism terms. UNWTO. Retrieved January, 14, 2024 from https://www.unwto.org/glossary-tourism-terms.
  • United Nations World Tourism Organization. (2024c). Competitiveness UNWTO. Retrieved February, 20, 2024 from https://www.unwto.org/archive/competitiveness-market-intelligence.
  • Wahyu Nurhayati, D. A. (2020). Research Methodology. Perum: Akademia Pustaka.
  • World Economic Forum (2007). Travel and Tourism Competitiveness Index WEF. Retrieved, January, 14, 2024 from https://www3.weforum.org/docs/WEF_GlobalCompetitiveness Report_2006-07.pdf.
  • World Economic Forum. (2019). Travel and Tourism Competitiveness Index WEF. Retrieved, July, 31, 2024 from https://www.weforum.org/publications/the-travel-tourism-competitiveness-report-2019/.
  • World Economic Forum. (2022a). Travel and Tourism Development Index WEF. Retrieved, January, 20, 2024 from https://www3.weforum.org/docs/WEF_Travel_Tourism_Development_2021.pdf.
  • World Economic Forum. (2022b). Travel and Tourism Development Index WEF. Retrieved, January, 20, 2024 from https://www.weforum.org/publications/travel-and-tourism-development-index-2021/explore-the-data/.
  • Zavadskas, E. K., Turskis, Z., Antucheviciene, J., & Zakarevicius, A. (2012). Optimization of weighted aggregated sum product assessment. Elektronika Ir Elektrotechnika, 122(6), 3-6.
  • Zhou, X., & Lin, H. (2008). Sensitivity analysis. In S. Shekhar & H. Xiong (Eds.), Encyclopedia of GIS, (pp. 1046-1048). Boston: Springer, 2008.
There are 55 citations in total.

Details

Primary Language English
Subjects Tourism Policy, Tourism (Other)
Journal Section Contents
Authors

Ahmet Duman 0000-0002-7722-8340

Saniye Gül Güneş 0000-0002-5004-6504

Early Pub Date April 4, 2025
Publication Date
Submission Date June 2, 2024
Acceptance Date April 4, 2025
Published in Issue Year 2025 Volume: 10 Issue: 2

Cite

APA Duman, A., & Güneş, S. G. (2025). Examination of travel and tourism development levels of the Mediterranean Countries with multicriteria decision making methods. Journal of Multidisciplinary Academic Tourism, 10(2), 225-239. https://doi.org/10.31822/jomat.2025-10-2-225



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