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The ARDL Approach to Cointegration Analysis of Tourism Demand in Turkey: with Greece as the substitution destination

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  • Ketenci, Natalya

Abstract

This paper estimates tourism demand model for Turkey from 13 countries: Austria, Belgium, Bulgaria, Denmark, France, Germany, Holland, Italy, Russia, Sweden, Switzerland, United Kingdom and United States. The aim of this paper is to investigate the determinants of demand for Turkey’s tourism and to examine cointegration relationships in the considered model, over the period from 1996 to 2006 year on the monthly basis. This paper uses the autoregressive distributive lag (ARDL) approach advocated by Pesaran and Pesaran (1997), which is more appropriate for studies with small samples. From our results we found evidence at the high significance level of a long-run cointegration relationships among the variables. The study shows that the most significant impact on the tourism demand in the long-run as well as in the short-run has income of tourist arrivals. In addition, the applied CUSUM and CUSUMSQ stability tests confirm the stability of the tourism demand model in most of considered countries.

Suggested Citation

  • Ketenci, Natalya, 2009. "The ARDL Approach to Cointegration Analysis of Tourism Demand in Turkey: with Greece as the substitution destination," MPRA Paper 86602, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:86602
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    1. Mohsen Bahmani-Oskooee & Taggert Brooks, 1999. "Bilateral J-Curve between U.S. and her trading partners," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 135(1), pages 156-165, March.
    2. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    3. Bahmani-Oskooee, Mohsen & Bohl, Martin T., 2000. "German monetary unification and the stability of the German M3 money demand function," Economics Letters, Elsevier, vol. 66(2), pages 203-208, February.
    4. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    5. N. Kulendran, 1996. "Modelling Quarterly Tourist Flows to Australia Using Cointegration Analysis," Tourism Economics, , vol. 2(3), pages 203-222, September.
    6. Gonzalez, Pilar & Moral, Paz, 1995. "An analysis of the international tourism demand in Spain," International Journal of Forecasting, Elsevier, vol. 11(2), pages 233-251, June.
    7. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    8. Banerjee, Anindya & Dolado, Juan J. & Galbraith, John W. & Hendry, David, 1993. "Co-integration, Error Correction, and the Econometric Analysis of Non-Stationary Data," OUP Catalogue, Oxford University Press, number 9780198288107.
    9. Allen, David & Yap, Ghialy & Shareef, Riaz, 2009. "Modelling interstate tourism demand in Australia: A cointegration approach," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 79(9), pages 2733-2740.
    10. Song, Haiyan & Witt, Stephen F. & Jensen, Thomas C., 2003. "Tourism forecasting: accuracy of alternative econometric models," International Journal of Forecasting, Elsevier, vol. 19(1), pages 123-141.
    11. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    12. Kremers, Jeroen J M & Ericsson, Neil R & Dolado, Juan J, 1992. "The Power of Cointegration Tests," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 325-348, August.
    13. Vasilios Patsouratis & Zoe Frangouli & George Anastasopoulos, 2005. "Competition in tourism among the Mediterranean countries," Applied Economics, Taylor & Francis Journals, vol. 37(16), pages 1865-1870.
    14. Stephen F. Witt & Haiyan Song & Stephen Wanhill, 2004. "Forecasting Tourism-Generated Employment: The Case of Denmark," Tourism Economics, , vol. 10(2), pages 167-176, June.
    15. L. Turner & N. Kulendran & H. Fernando, 1997. "The Use of Composite National Indicators for Tourism Forecasting," Tourism Economics, , vol. 3(4), pages 309-317, December.
    16. Nada Kulendran & Kenneth Wilson, 2000. "Modelling Business Travel," Tourism Economics, , vol. 6(1), pages 47-59, March.
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    More about this item

    Keywords

    demand; elasticity; cointegration; ARDL; vector error correction; stability test.;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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