Tourism Activities in the Context of Ecological Footprint: Panel Data Analysis For Mediterranean Countries

Öz

Tourism is seen as one of the important sources of economic growth in developing countries. It makes positive contributions to the country's economy, with national income, foreign currency inflow and employment created. While the basis of investments in the tourism sector is primarily to achieve economic gains, today is the sustainable tourism concept emerged and the effects of tourism on the environment have come to the fore. Sustainability in tourism emerges as a new tourism approach that takes environmental damage into consideration. The aim of this study is to examine the relationship between tourism activities and ecological footprint in countries bordering the Mediterranean, using annual data for the period 2001-2021. In the analysis; Generalized Moment Method (GMM), system GMM, constant effects model and random effects models were used. The results of the analysis showed that tourism activities have a significant and positive impact on the ecological footprint of countries bordering the Mediterranean. The findings obtained from the study confirm the expectations that tourism activities increase the ecological footprint by causing environmental degradation.

Anahtar Kelimeler

• Ecological Footprint
• Tourism Economy
• Mediterranean Countries
• Dynamic Panel Data Analysis

Kaynakça

1. Adedoyin, F.F., Alola, U.V. and Bekun, F.V. (2022). On the nexus between globalization, tourism, economic growth and biocapacity: evidence from top tourism destination. Environmental Science and Pollution Research (2022) 29:24995–25005.
2. Alola, AA, Eluwole, KK, Lasisi, TT and Alola, UV (2021). Perspectives of Globalization oath Tourism As Drivers of Ecology Footprint in Top 10 Destinations Economies. Environmental Science oath Pollution Research, 28, 31607-31617.
3. Ansari, MA and Villanthenkodath, MA (2021). Does Tourism Development Promo ecological Footprint? A Nonlinear ARDL Approach. Anatolia.
4. Anser, M.K., Yousaf , Z., Awan, U., Nassani , AA, Qazi Abro , MM and Zaman, K. (2020). Identifying the Carbon emissions Damage to International Tourism : Turn a Blind Eye. Sustainability, 12(5), 1-20.
5. Aranson, L. (1994). Sustainable Tourism Systems: The Example of Sustainable Rural Tourism in Sweeden. Journal of Sustainable Tourism, Vol:2, Issue: 1+2, London.
6. Arellano, M. and Bond S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economics Studies , 58 (2), 277-297.
7. Arı A. (2021). Analysis of Renewable Energy, Tourism, CO2 and GDP Relationship for Turkey. Journal of Academic Approaches , C: 12 P: 2 YEAR: 2021, 192-205.
8. Bagliani, M., et al. (2004). The ecological footprint analysis for the Province of Venice and the relevance of tourism. Transactions on Ecology and the Environment, WIT Press.

9. Bahaire, T, White, M. E. (1999). The Application of Geographical Information Systems (GIS) in Sustainable Tourism Planning: A Review. Journal of Sustainable Tourism, Vol. 7, No. 2, p. 159-174.
10. Balli, E., Sigeze, C., Manga, M., Birdir, S. and Birdir K. (2019). The relationship between Tourism , CO2 Emissions and Economic Growth : A Case of Mediterranean Countries. Asia Pacific Journal of Tourism Research, 24 (3): 219-232.
11. Banday, U.J., Assawa A. and Kaushik G. (2014). Tourism oath Its Impact on Economics Growth and Environment. The Asian Economic Review, September 2014, Volume 56, No.3, 147-162.
12. Baum, F. C. and Schaffer E. M. (2013). A general approach to testing for autocorrelation. Boston: Boston College.
13. Belisle, F.J. and D.R. Hoy, (1980). The perceived impact of tourism by residents a case study in Santa Marta, Colombia. Annals of Tourism Research, Volume 7, Issue 1, pp:83-101.
14. Bimonte, S. (2002). Information access, income distribution , and the Environmental Kuznets Curve. Ecological Economics , Elsevier , vol. 41(1), pages 145-156, April.
15. Bontempi, M.E and Golinelli, R., (2012). The effect of neglect the slope parameters' heterogeneity on dynamic models of corporate capital structure. Quantitative Finance, Taylor & Francis Journals, vol . 12(11), pages 1733-1751, November
16. Byrne, B.M. (2010). Structural equation modeling with AMOS: Basic concepts, applications, and programming. New York: Routledge.
17. Clarke, J. (1997). A Framework of Approaches to Sustainable Tourism. Journal of Sustainable Tourism, Vol. 5, No. 3, p. 224-233.
18. Cottrell, S. Von Der Duim R., Ankersmid P., Kelder L. (2004). Meausuring The Sustainability of Tourism in Manue Antonio and Texel: A Tourist Perspective. Journal of Sustainable Tourism, Vol. 12, No. 5, p. 409-431.
19. Çeken, H. (2008). A Theoretical Examination on the Effect of Tourism on Regional Development. Afyon Kocatepe University, Faculty of Economics and Administrative Sciences Journal (CX, S II, 2008)
20. Çeştepe, H., Yıldırım, E. and Yıldız, H. (2020). The Impact of Health on Economic Growth in Turkey: Panel GMM Evidence from 81 Provincial Levels. International Journal of Economic and Administrative Studies, (28), 175-192. Garcia-Falcon, J. and Medina-Munoz, D. (1999). Sustainable tourism development in island: A case study of Gran
21. Canaria, Business Strategy and the Environment, 8, 336-357. GFN (2023), Global Footprint Network, Access address: https://www.footprintnetwork.org/, (Accessed date: 18 September 2023)
22. Godfrey, K. B. (1996a). Towards Sustainability?, Cited in: Lynn C. Harrison and Winston Husbands, Practicing Responsible Tourism: International Case Studies in Tourism Planning, Policy, and Development, John Wiley & Sons Inc., New York, pp. 58-79.
23. Godfrey, K. B. (1998b). Attitudes Towards “Sustainable Tourism” In The UK: A View From Local Goverment, Tourism Management, vol:19, no:3, pp.213-224, Elsevier Science Ltd, Printed In Great Britian.
24. Godil, DI, Sharif, A., Rafique, S. and Jermsittiparsert , K. (2020). The Asymmetric Effect of Tourism, Financial Development and Globalization on Ecology Footprint in Turkey. Environmental Science an Pollution Research, 27, 40109-40120.
25. Gössling, S. (2000). Sustainable tourism developing in development countries: some aspects of energy-use. Journal of Sustainable Tourism, 8 (5), 410-425.
26. Gössling, S., Hansson, C.B., Horstmeier, O.and Saggel, S. (2002). Ecological Footprint Analysis As A Tool To Assess Tourism Sustainabilty. Ecological Economics, pp:199-211.
27. Greene , W. (2012), Econometric analysis (7th ed.). USA: Pearson education Publication. Grossman, GM, and Krueger, AB (1993). Environmental impacts of a north American free trade agreement- In : Garber. The US Mexico Free Trade Treaty, 165-177.
28. Guan, C., Rani, T., Yueqiang, Z., Ajaz, T., & Haseki, M. I. (2022). Impact of tourism industry, globalization, and technology innovation on ecological footprints in G-10 countries. Economic Research-Ekonomska Istraživanja, 35(1), 6688-6704.
29. Hair, J.F., Hult, G.T.M., Ringle, C.M. and Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM), Sage, Thousand Oaks, CA.
30. Han, V., Polat, G. and Coşkun, S. (2022). Türkiye’de Turizm Gelişiminin Çevresel Bozulma Üzerine Etkisinin Değerlendirilmesi. Fiscaoeconomia, 6 (2), 345-361.
31. Holzner M. (2011). Tourism and economic development: The beach disease? Tourism Management, Volume 32, Issue 4, Pages 922-933.
32. Isik, C., Kasimati, E. and Ongan, S. (2017). Analyzing the Causalities between Economic Growth, Financial Development, International Trade, Tourism Expenditure and /on the CO2 Emissions in Greece. Energy Sources, Part B: Economics, Planning and Politics , 12 (7): 665-673.
33. Jebli MB and Hadhri W. (2018). The dynamic causal links between CO2 emissions from transport, real GDP, energy use oath international tourism. International Journal of Sustainable Development & World Ecology, 25:6, 568-577,
34. Jebli, MB, Youssef, SB and Apergis, N. (2019). The dynamic linkage between renewable energy, tourism, CO2 emissions, economic growth, foreign directly investment and trade. Latin American Economic Review, 28 (2), 1-19.
35. Katırcıoğlu, S., Gökmenoğlu, KK and Eren, BM (2018). Testing the Role of Tourism Development in Ecological footprint Quality: Evidence from Top 10 Tourists Destinations. Environmental Science oath Pollution Research , 25, 33611-33619.
36. Khan, I. and Hou, F. (2021). The dynamic links among energy consumption, tourism growth, and the ecological footprint: the role of environmental quality in 38 IEA countries. Environmental Science and Pollution Research, 28(5), 5049-5062.
37. Khoi, NH, Le, NH and Ngoc, BH (2021). The Effect of Tourism Development on the ecological Footprint in Singapore: Evidence from Asymmetric ARDL Method. Current Issues in Tourism.
38. Kongbuamai, N., Bui, Q., Yousaf, H.M.A.U. and Liu, Y. (2020a). The Impact of Tourism and Natural Resources on the Ecological Footprint: A Case Study of ASEAN Countries. Environmental Science and Pollution Research, 27(16), 19251-19264.
39. Kongbuamai, N., Zafar, MW., Zaidi, SAH and Liu, Y. (2020b). Determinants of the ecological Footprint in Thailand : The Influences of Tourism, Trade Openness, and population Density. Environmental Science oath Pollution Research, 27(32), 40171-40186.
40. Kutlu, Ş. Ş. and Kutlu M. (2022). Turizm Faaliyetlerinin Ekolojik Ayak İzi Üzerine Etkisi: Türkiye Örneği. Maliye Dergisi, Ocak-Haziran 2022; 182:233-249.
41. Lee, J. W. and Brahmasrene, T. (2013). Investigating the Influence of Tourism on Economics Growth and Carbon Emissions: Evidence from Panel Analysis of the European Union. Tourism Management , 38: 69-76.
42. Liu, Y., Sadiq, F., Ali, W. and Kumail, T. (2022). Does tourism development, energy consumption, trade openness oath economic growth matters for ecological footprint: Testing the Environmental Kuznets curve oath pollution haven hypothesis for Pakistan. Energy 2022, 245, 123208.
43. Meşter, I., Simut, R., Meşter, L. and Bâc, D. (2023). An Investigation of Tourism, Economic Growth, CO2 Emissions, Trade openness oath Energy Intensity Index Nexus: Evidence for the european Union. Energies, 2023, 16, 4308.
44. Nathaniel, S.P., Barua, S. and Ahmed, Z. (2021). What drives ecological Footprint in Top Ten Tourists Destinations? Evidence from Advanced Panel Techniques. Environmental Science oath Pollution Research, 28, 38322-38331.
45. Paiano, A., Crovella, T. and Lagioia, G. (2020). Managing Sustainable Practices in Cruise Tourism: The Assessment of Carbon Footprint and Waste of Water and Beverage Packaging. Tourism Management, 77, 1-12.
46. Öztürk, İ., Al- Mulali U. and Saboori B. (2016). Investigating the environmental Kuznets curve hypothesis: the role of tourism oath ecological footprint. Environ science Pollut Res (2016) 23:1916–1928.
47. Öztürk, Y. and Yazıcıoğlu, İ. (2002). A Theoretical Study on Alternative Tourism Activities for Developing Countries. Gazi University Journal of Commerce and Tourism Education Faculty, Issue: 2, pp.183-195.
48. Rico, A., Martínez-Blanco, J., Montlleó, M., Rodríguez, G., Tavares, N., Arias, A. and Oliver-Solà, J. (2019). Carbon Footprint of Tourism in Barcelona. Tourism Management, 70, 491-504.
49. Sarkodie, S., A., and Strezov, V. (2019). A review on Environmental Kuznets curve hypothesis using bibliometric and meta- analysis. Science of the Total Environment, 128-145.
50. Scott, D., Hall, C.M. and Gössling, S. (2016). A Review of the IPCC Fifth Assessment and Implications for Tourism Sector Climate Resilience and Decarbonization. Journal of Sustainable Tourism, 24(1), 8-30.
51. Selvanathan, E.A., Jayasinghe, M. and Selvanathan, S. (2020). Dynamic modeling of inter-relationship between tourism, energy consumption, CO2 emissions oath economic growth in South Asia. International Journal of Tourism Research 2020, 1-14.
52. Sun, Q. and Liu, Z. (2020). Impact of Tourism Activities on Water Pollution in the West Lake Basin (Hangzhou, China). Open Geosciences, 12(1), 1302-1308.
53. Tatoğlu, F.Y. (2012). Advanced panel data analysis. Istanbul: Beta Publishing.
54. Topal, M, Eyduran, E., Yağanoğlu, A. M., Sönmez,A. Y. and Keskin S. (2010). Use of Ridge and Principal Components Regression Analysis Methods in Multiple Linear Connection Case. Atatürk University Faculty of Agriculture Journal, 41 (1), 53-57, 2010.
55. Torres-Reyna, O. (2007). Panel Data Analysis Fixed and Random Effects Using Stata, Data and Statistical Services Lecture Notes, Princeton University, Access address: http://www.princeton.edu/~otorres/Panel101.pdf).
56. Tsai KT, Lin TB, Hwang RL and Huang YJ (2014). Carbon dioxide emissions generated by energy consumption of hotels oath homestay facilities in Taiwan. Tour Manag 42:13–21.
57. Tunay, K.B. (2014). Türkiye’de Banka Karlılığının Belirleyicileri: Ölçek Büyüklükleri, Mülkiyet ve Finansal Krizler Temelinde Yeni Bir Analiz. Bankacılar Dergisi, Sayı 91, 3-35.
58. Vita GD, Katircioglu S, Altinay L, Fethi S and Mercan M. (2015). Revisiting the environmental Kuznets curve hypothesis in tourism development context. Environ science Pollut Pic. DOI: 10.1007/s11356-015-4861-4.
59. Wackernagel, M., Lewan, L., and Hansson, C.B. (1999). Evaluing the use of natural capital with the ecological footprint, Ambio , 28, 604–612.
60. World Development Indicators DataBank (2020), Access date: 15 September 2023, Access address: https://databank.worldbank.org/reports.aspx?source=world-developmentindicators.
61. WWF-Turkey, 2012, Turkey's Ecological Footprint Report (2012), Turkey.
62. Younes, M., Khalil, A. and Alazab, M. (2020). The impact of the Ecological Footprint on tourist attitudes in choosing the tourist destination. Journal of the Faculty of Tourism and Hotels University of Sadat City, Volume 4, Issue 1 - Serial Number 7, Part 1, Pages 48-64.