Determinants of Tourism Demand in Context of Environmental Quality

Dilek ÖZDEMİR, (Atatürk Üniversitesi, İktisat Bölümü, Erzurum, Türkiye)
Bengü TOSUN
Advances in Hospitality and Tourism Research (AHTR)
7 8
Yıl: 2023 Cilt: 11 Sayı: 2 Sayfa Aralığı: 294 - 316 Metin Dili: İngilizce DOI: 10.30519/ahtr.1096210 İndeks Tarihi: 12-06-2023

Determinants of Tourism Demand in Context of Environmental Quality

Öz:
Tourism is a sector that contributes to the economic development of both developed and developing countries, and with this structure, it contains the environmental, social, and economic dimensions of sustainable development. This study aims to estimate the effects of environmental quality and other determinants on international tourism demand. Within the scope of the 2008–2017 period, the tourism demand from 27 different countries to the top 10 countries that attract the most tourists worldwide was examined using the multidimensional panel gravity model. The effects of environmental, economic, and non-economic indicators on tourism demand were investigated using Poisson pseudo-maximum likelihood (PPML) estimation methods. The findings showed that the low environmental quality significantly reduces tourism demand. In addition, tourist income, common language, and common border had positive effects on tourism demand, while distance, relative price, and visa restrictions had negative effects. This study offers recommendations for policymakers and other stakeholders and contributes to the literature on tourism economics and the environment.
Anahtar Kelime:

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
  • Adeola, O., & Evans, O. (2020). ICT, infrastructure, and tourism development in Africa. Tourism Economics, 26(1), 97-114. https://doi.org/10.1177/1354816619827712
  • Agelkova, T., Koteski, C., Jakovlev, Z., & Mitrevska, E. (2012). Sustainability and competitiveness of tourism. Procedia-Social and Behavioral Sciences, 44, 221-227. https://doi.org/10.1016/j.sbspro.2012.05.023
  • Ahmad, F., Draz, M. U., Su, L., Ozturk, I., & Rauf, A. (2018). Tourism and environmental pollution: evidence from the one belt one road provinces of Western China. Sustainability, 10(10), 1-22. https://doi.org/10.3390/su10103520
  • Akter, H., Akhtar, S., & Ali, S. (2017). Tourism demand in Bangladesh: Gravity model analysis. Tourism: An International Interdisciplinary Journal, 65(3), 346-360.
  • Algieri, B. (2006). An econometric estimation of the demand for tourism: the case of Russia. Tourism Economics, 12(1), 5-20. https://doi.org/10.5367/000000006776387114
  • Ali, S., Yusop, Z., Kaliappan, S. R., & Chin, L. (2020). Dynamic common correlated effects of trade openness, FDI, and institutional performance on environmental quality: evidence from OIC countries. Environmental Science and Pollution Research, 27(11), 11671-11682. https://doi.org/10.1007/s11356-020-07768-7
  • Ali, S., Yusop, Z., Kaliappan, S. R., & Chin, L. (2021). Trade-environment nexus in OIC countries: fresh insights from environmental Kuznets curve using GHG emissions and ecological footprint. Environmental Science and Pollution Research, 28(4), 4531-4548. https://doi.org/10.1007/s11356-020-10845-6
  • Altaf, N. (2021). Modelling the International Tourist Arrivals in India. Tourism Planning & Development, 18(6), 699-708. https://doi.org/10.1080/21568316.2021.1887346
  • Balli, F., Balli, H. O., & Cebeci, K. (2013). Impacts of exported Turkish soap operas and visa-free entry on inbound tourism to Turkey. Tourism management, 37, 186-192. https://doi.org/10.1016/j.tourman.2013.01.013
  • Brau, R., & Cao, D. (2006). Uncovering the macrostructure of tourists’ preferences. A choice experiment analysis of tourism demand to Sardinia. Working paper, Social Science Research Network Electronic Paper Collection, 1-25. http://hdl.handle.net/10419/74231
  • Chaisumpunsakul, W., & Pholphirul, P. (2018). Does international trade promote international tourism demand? Evidence from Thailand's trading partners. Kasetsart Journal of Social Sciences, 39(3), 393-400. https://doi.org/10.1016/j.kjss.2017.06.007
  • Chasapopoulos, P., Den Butter, F. A., & Mihaylov, E. (2014). Demand for tourism in Greece: a panel data analysis using the gravity model. International Journal of Tourism Policy, 5(3), 173-191. https://doi.org/10.1504/IJTP.2014.063105
  • Chaudhry, I. S., Nazar, R., Ali, S., Meo, M. S., & Faheem, M. (2021). Impact of environmental quality, real exchange rate and institutional performance on tourism receipts in East-Asia and Pacific region. Current Issues in Tourism, 25(4), 611-631. https://doi.org/10.1080/13683500.2021.1894101
  • Cheng, K. M., Kim, H., & Thompson, H. (2013). The real exchange rate and the balance of trade in US tourism. International Review of Economics & Finance, 25, 122-128. https://doi.org/10.1016/j.iref.2012.06.007
  • Chi, J. (2015). Dynamic impacts of income and the exchange rate on US tourism, 1960–2011. Tourism Economics, 21(5), 1047-1060. https://doi.org/10.5367/te.2014.0399
  • Davies, T., & Cahill, S. (2000). Environmental implications of the tourism industry. Discussion Paper (No. 1318-2016-103101). https://ageconsearch.umn.edu/record/10824/
  • Deichmann, J. I., & Liu, D. (2017). Determinants of international tourism flows to the Republic of Croatia: An SUR analysis of panel data from 1993-2015. Journal of Economic and Social Studies, 7(1), 5-27.
  • Divisekera, S. (2010). Economics of tourist's consumption behaviour: Some evidence from Australia. Tourism management, 31(5), 629-636. https://doi.org/10.1016/j.tourman.2009.07.001
  • Dogru, T., Bulut, U., Kocak, E., Isik, C., Suess, C., & Sirakaya-Turk, E. (2020). The nexus between tourism, economic growth, renewable energy consumption, and carbon dioxide emissions: contemporary evidence from OECD countries. Environmental Science and Pollution Research, 27(32), 40930-40948.
  • Dogru, T., Isik, C., & Sirakaya-Turk, E. (2019). The balance of trade and exchange rates: Theory and contemporary evidence from tourism. Tourism Management, 74, 12-23.
  • Dogru, T., Sirakaya-Turk, E., & Crouch, G. I. (2017). Remodeling international tourism demand: Old theory and new evidence. Tourism Management, 60, 47–55. https://doi.org/10.1016/j.tourman.2016.11.010.
  • Eryiğit, M., Kotil, E., & Eryiğit, R. (2010). Factors affecting international tourism flows to Turkey: A gravity model approach. Tourism Economics, 16(3), 585-595. https://doi.org/10.5367/000000010792278374
  • Garín-Muñoz, T., & Montero-Martín, L. F. (2007). Tourism in the Balearic Islands: A dynamic model for international demand using panel data. Tourism management, 28(5), 1224-1235. https://doi.org/10.1016/j.tourman.2006.09.024
  • Ghosh, S. (2020). Inbound Australian tourism demand from Asia: a panel gravity model. Journal of Economic Studies, 48(7), 1388-1400. https://doi.org/10.1108/JES-04-2020-0186
  • Global Carbon Atlas (2021). Retrieved May 26, 2021 from http://www.globalcarbonatlas.org/
  • Global Footprint Network (2021). Retrieved March 28, 2021, from https://www.footprintnetwork.org/
  • Ibrahim, M. (2013). The determinants of international tourism demand for Egypt: Panel data evidence. European Journal of Economics, Finance and Administrative Sciences, 30, 50-58. http://dx.doi.org/10.2139/ssrn.2359121
  • Isik, C., & Radulescu, M. (2017). Investigation of the relationship between renewable energy, tourism receipts and economic growth in Europe. Statistika-Statistics and Economy Journal, 97(2), 85-94.
  • Ișik, C., Ahmad, M., Pata, U. K., Ongan, S., Radulescu, M., Adedoyin, F. F., ... & Ongan, A. (2020). An evaluation of the tourism-induced environmental Kuznets curve (T-EKC) hypothesis: evidence from G7 Countries. Sustainability, 12(21), 9150.
  • Işik, C., Doğan, E., & Ongan, S. (2017b). Analyzing the tourism–energy–growth nexus for the top 10 most-visited countries. Economies, 5(4), 40.
  • Isik, C., Dogru, T., & Turk, E. S. (2018). A nexus of linear and non linear relationships between tourism demand, renewable energy consumption, and economic growth: Theory and evidence. International Journal of Tourism Research, 20(1), 38-49. https://doi.org/10.1002/jtr.2151
  • Işik, C., Kasımatı, E., & Ongan, S. (2017a). 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 Policy, 12(7), 665-673.
  • Isik, C., Radulescu, M., & Fedajev, A. (2019). The effects of exchange rate depreciations and appreciations on the tourism trade balance: the case of Spain. Eastern Journal of European Studies, 10, 221-237.
  • Kaplan, F., & Aktas, A. R. (2016). The Turkey tourism demand: A gravity model. The Empirical Economics Letters, 15(3), 265-272.
  • Katircioglu, S. T. (2014). International tourism, energy consumption, and environmental pollution: The case of Turkey. Renewable and Sustainable Energy Review, 36, 180-187. https://doi.org/10.1016/j.rser.2014.04.058
  • Khadaroo, J., & Seetanah, B. (2008). The role of transport infrastructure in international tourism development: A gravity model approach. Tourism management, 29(5), 831-840. https://doi.org/10.1016/j.tourman.2007.09.005
  • Khalid, U., Okafor, L. E., & Shafiullah, M. (2020). The effects of economic and financial crises on international tourist flows: a cross-country analysis. Journal of Travel Research, 59(2), 315-334. https://doi.org/10.1177/0047287519834360
  • Khoshnevis Yazdi, S., & Khanalizadeh, B. (2017). Tourism demand: A panel data approach. Current Issues in Tourism, 20(8), 787-800. https://doi.org/10.1080/13683500.2016.1170772
  • Kim, S., Park, J. H., Lee, D. K., Son, Y. H., Yoon, H., Kim, S., & Yun, H. J. (2017). The impacts of weather on tourist satisfaction and revisit intention: a study of South Korean domestic tourism. Asia Pacific Journal of Tourism Research, 22(9), 895-908. https://doi.org/10.1080/10941665.2017.1357640
  • Klenosky, D. B. (2002). The “pull” of tourism destinations: A means-end investigation. Journal of travel research, 40(4), 396-403. https://doi.org/10.1177/004728750204000405
  • Lee, J. W., & Brahmasrene, T. (2013). Investigating the influence of tourism on economic growth and carbon emissions: Evidence from panel analysis of the European Union. Tourism Management, 38, 69-76. https://doi.org/10.1016/j.tourman.2013.02.016
  • Lin, D., Hanscom, L., Murthy, A., Galli, A., Evans, M., Neill, E., Mancini, M. S., Martindill, J., Medouar, F.-Z., & Huang, S. (2018). Ecological footprint accounting for countries: updates and results of the National Footprint Accounts, 2012–2018. Resources, 7(3), 58, 1-20. https://doi.org/10.3390/resources7030058
  • Lise, W., & Tol, R. S. (2002). Impact of climate on tourist demand. Climatic change, 55(4), 429-449. https://doi.org/10.1023/A:1020728021446
  • Lorde, T., Li, G., & Airey, D. (2016). Modeling Caribbean tourism demand: an augmented gravity approach. Journal of Travel Research, 55(7), 946-956. https://doi.org/10.1177/0047287515592852
  • Malaj, V. (2020). Gravity-model specification for tourism flows: the case of Albania. CES Working Papers, 12(2), 144-155.
  • Maloney, W. F., & Montes Rojas, G. V. (2005). How elastic are sea, sand and sun? Dynamic panel estimates of the demand for tourism. Applied Economics Letters, 12(5), 277-280. https://doi.org/10.1080/1350485042000338626
  • Manzo, G., & Smith, M. (2019). Destination 2030: Global cities’ readiness for tourism growth. London: World Travel & Tourism Council & JLL.
  • Okafor, L. E., Khalid, U., & Then, T. (2018). Common unofficial language, development and international tourism. Tourism management, 67, 127-138. https://doi.org/10.1016/j.tourman.2018.01.008
  • Ongan, S., Işik, C., & Özdemir, D. (2017). The effects of real exchange rates and income on international tourism demand for the USA from some European Union countries. Economies, 5(4), 51, 1-11. https://doi.org/10.3390/economies5040051
  • Pata, U. K. (2021). Linking renewable energy, globalization, agriculture, CO2 emissions and ecological footprint in BRIC countries: A sustainability perspective. Renewable Energy, 173, 197-208. https://doi.org/10.1016/j.renene.2021.03.125
  • Sajjad, F., Noreen, U., & Zaman, K. (2014). Climate change and air pollution jointly creating nightmare for tourism industry. Environmental Science and Pollution Research, 21(21), 12403-12418. https://doi.org/10.1007/s11356-014-3146-7
  • Santeramo, F. G., & Morelli, M. (2016). Modelling tourism flows through gravity models: A quantile regression approach. Current Issues in Tourism, 19(11), 1077-1083. https://doi.org/10.1080/13683500.2015.1051518
  • Santos, A., & Cincera, M. (2018). Tourism demand, low cost carriers and European institutions: The case of Brussels. Journal of transport geography, 73, 163-171. https://doi.org/10.1016/j.jtrangeo.2018.04.026
  • Seetanah, B., Durbarry, R., & Ragodoo, J. N. (2010). Using the panel cointegration approach to analyse the determinants of tourism demand in South Africa. Tourism Economics, 16(3), 715-729. https://doi.org/10.5367/000000010792278437
  • Silva, J. S., & Tenreyro, S. (2006). The log of gravity. The Review of Economics and statistics, 88(4), 641-658. https://doi.org/10.1162/rest.88.4.641
  • Tang, J., Yuan, X., Ramos, V., & Sriboonchitta, S. (2019). Does air pollution decrease inbound tourist arrivals? The case of Beijing. Asia Pacific Journal of Tourism Research, 24(6), 597-605. https://doi.org/10.1080/10941665.2019.1610004
  • Tinbergen, J. (1962). An Analysis of World Trade Flows. In J. Tinbergen (Ed.), Shaping the world economy; suggestions for an international economic policy. New York: The Twentieth Century Fund.
  • Ulucak, R., Yücel, A. G., & İlkay, S. Ç. (2020). Dynamics of tourism demand in Turkey: Panel data analysis using gravity model. Tourism Economics, 26(8), 1394-1414. https://doi.org/10.1177/1354816620901956
  • UNTWO (2021). International Tourism Highligts, 2020 Edition. Retrieved May 27, 2021 from https://www.e-unwto.org/doi/book/10.18111/9789284422456
  • Usman, O., Bekun, F. V., & Ike, G. N. (2020). Democracy and tourism demand in European countries: does environmental performance matter? Environmental Science and Pollution Research, 27(30), 38353-38359. https://doi.org/10.1007/s11356-020-10258-5
  • Velasquez, M. E. B., & Oh, J. (2013). What determines international tourist arrivals to Peru? A gravity approach. International Area Studies Review, 16(4), 357-369. https://doi.org/10.1177/2233865913505103
  • Westerlund, J., & Wilhelmsson, F. (2011). Estimating the gravity model without gravity using panel data. Applied Economics, 43(6), 641-649. https://doi.org/10.1080/00036840802599784
  • Yerdelen Tatoglu, F., & Gul, H. (2019). Analysis of tourism demand using a multi-dimensional panel gravity model. Tourism Review, 75(2), 443-447. https://doi.org/10.1108/TR-05-2019-0147
  • Zaman, K., Shahbaz, M., Loganathan, N., & Raza, S.A. (2016). Tourism development, energy consumption and Environmental Kuznets Curve: Trivariate analysis in the panel of developed and developing countries. Tourism Management, 54, 275-283. https://doi.org/10.1016/j.tourman.2015.12.001
  • Zhang, N., Ren, R., Zhang, Q., & Zhang, T. (2020). Air pollution and tourism development: An interplay. Annals of Tourism Research, 85, 103032. https://doi.org/10.1016/j.annals.2020.103032
  • Zhou, X., Santana Jiménez, Y., Pérez Rodríguez, J. V., & Hernández, J. M. (2019). Air pollution and tourism demand: A case study of Beijing, China. International Journal of Tourism Research, 21(6), 747-757. https://doi.org/10.1002/jtr.2301
APA özdemir d, Tosun B (2023). Determinants of Tourism Demand in Context of Environmental Quality. , 294 - 316. 10.30519/ahtr.1096210
Chicago özdemir dilek,Tosun Bengü Determinants of Tourism Demand in Context of Environmental Quality. (2023): 294 - 316. 10.30519/ahtr.1096210
MLA özdemir dilek,Tosun Bengü Determinants of Tourism Demand in Context of Environmental Quality. , 2023, ss.294 - 316. 10.30519/ahtr.1096210
AMA özdemir d,Tosun B Determinants of Tourism Demand in Context of Environmental Quality. . 2023; 294 - 316. 10.30519/ahtr.1096210
Vancouver özdemir d,Tosun B Determinants of Tourism Demand in Context of Environmental Quality. . 2023; 294 - 316. 10.30519/ahtr.1096210
IEEE özdemir d,Tosun B "Determinants of Tourism Demand in Context of Environmental Quality." , ss.294 - 316, 2023. 10.30519/ahtr.1096210
ISNAD özdemir, dilek - Tosun, Bengü. "Determinants of Tourism Demand in Context of Environmental Quality". (2023), 294-316. https://doi.org/10.30519/ahtr.1096210
APA özdemir d, Tosun B (2023). Determinants of Tourism Demand in Context of Environmental Quality. Advances in Hospitality and Tourism Research (AHTR), 11(2), 294 - 316. 10.30519/ahtr.1096210
Chicago özdemir dilek,Tosun Bengü Determinants of Tourism Demand in Context of Environmental Quality. Advances in Hospitality and Tourism Research (AHTR) 11, no.2 (2023): 294 - 316. 10.30519/ahtr.1096210
MLA özdemir dilek,Tosun Bengü Determinants of Tourism Demand in Context of Environmental Quality. Advances in Hospitality and Tourism Research (AHTR), vol.11, no.2, 2023, ss.294 - 316. 10.30519/ahtr.1096210
AMA özdemir d,Tosun B Determinants of Tourism Demand in Context of Environmental Quality. Advances in Hospitality and Tourism Research (AHTR). 2023; 11(2): 294 - 316. 10.30519/ahtr.1096210
Vancouver özdemir d,Tosun B Determinants of Tourism Demand in Context of Environmental Quality. Advances in Hospitality and Tourism Research (AHTR). 2023; 11(2): 294 - 316. 10.30519/ahtr.1096210
IEEE özdemir d,Tosun B "Determinants of Tourism Demand in Context of Environmental Quality." Advances in Hospitality and Tourism Research (AHTR), 11, ss.294 - 316, 2023. 10.30519/ahtr.1096210
ISNAD özdemir, dilek - Tosun, Bengü. "Determinants of Tourism Demand in Context of Environmental Quality". Advances in Hospitality and Tourism Research (AHTR) 11/2 (2023), 294-316. https://doi.org/10.30519/ahtr.1096210
Sayfa Oluşturulma Tarihi
27-04-2024 9:6

İLETİŞİM

TÜBİTAK ULAKBİM TR Dizin

Yüzüncüyıl, İşçi Blokları Mahallesi

Muhsin Yazıcıoğlu Caddesi No:51/C

06530 Çankaya / ANKARA +90 (312) 298 92 00

trdizin@tubitak.gov.tr

TÜBİTAK ULAKBİM Ulusal Akademik Ağ ve Bilgi Merkezi Cahit Arf Bilgi Merkezi © Tüm Hakları Saklıdır. Gizlilik Politikası Kullanım Şartları