Estimating European Tourism Demand for Malaysia
Authors: Zainudin Arsad, Norul Baine Mat Johor
Abstract:
Tourism industry is an important sector in Malaysia economy and this motivates the examination of long-run relationships between tourist arrivals from three selected European countries in Malaysia and four possible determinants; relative prices, exchange rates, transportation cost and relative prices of substitute destination. The study utilizes data from January 1999 to September 2008 and employs standard econometric techniques that include unit root test and cointegration test. The estimated demand model indicates that depreciation of local currency and increases in prices at substitute destination have positive impact on tourist arrivals while increase in transportation cost has negative impact on tourist arrivals. In addition, the model suggests that higher rate of increase in local prices relative to prices at tourist country of origin may not deter tourists from coming to Malaysia
Keywords: origin country, unit root test, cointegration test
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1072261
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[1] H. W. Guthrie, "Demand for tourists-s goods and services in a world market," Papers and Proc. of the Regional Science Association, 1964, vol. 7, pp. 159-175.
[2] H. P. Gray, "The demand for international travel by the United States and Canada," International Economic Review, 1966, vol. 7(1), pp. 83- 92.
[3] S. Y. Kwack, "Effects of income and prices on travel spending abroad, 1960 III- 1967 IV" International Economic Review, 1972, vol. 13(2), pp. 245-256.
[4] S. F. Witt, "An econometric comparison of UK and German foreign holiday behavior," Managerial and Decision Economics, 1980, vol. 1(3), pp.123-131.
[5] P. C. B. Phillips, "Understanding spurious regression in econometrics," Journal of Econometrics, 1986, vol. 33, pp. 311-340.
[6] P. D. Loeb, "International travel to the United States: An econometric evaluation," Annals of Tourism Research, 1982, vol. 9(1), pp. 7-20.
[7] M. Uysal and J. L. Crompton, "Determinants of demand for international tourist flows to Turkey," Tourism Management, 1984, vol. 5(4), pp.288- 297.
[8] S. F. Witt and C. A. Martin, "Econometric models for forecasting international tourism demand," Journal of Travel Research, 1987, vol. 25(3), pp.23-30.
[9] C. A. Martin and S. F. Witt, "Substitute prices in models of tourism demand," Annals of Tourism Research, 1988, vol. 15(2), pp. 255-268.
[10] R. F. Engle and C. W. J. Granger, "Cointegration and error correction: representation, estimation and testing," Econometrica, 1987, pp.251- 276.
[11] S. Johansen and K. Juselius, "Maximum likelihood estimation and inference on cointegration with application to the demand for money," Oxford Bulletin of Economics and Statistics, 1990, vol. 52, pp.169-210.
[12] N. Kulendran and K. Wilson, "Modeling business travel," Tourism Economics, 2000, vol. 6, pp.47-59.
[13] N. Kulendran and S. F. Witt, "Cointegration versus least squares regression," Annals of Tourism Research, 2001, vol. 28, pp. 291-311.
[14] N. Kulendran and S. F. Witt, "Forecasting the demand for international business tourism," Journal of Travel Research, 2003, vol. 41, pp.265- 271.
[15] C. Lim and M. McAleer, "Cointegration analysis of quarterly tourism demand by Hong Kong and Singapore for Australia," Applied Economics, 2001, vol. 33, pp.1599-1619.
[16] A. G. Weber, "Exchange rate volatility and cointegration in tourism demand," Journal of Travel Research, 2001, vol. 39, pp.398-405.
[17] A. C. M. Daniel and F. F. R. Ramos, "Modeling inbound international tourism demand to Portugal," International Journal of Tourism Research, 2002, vol. 4, pp. 193-209.
[18] A. K. Salman, "Estimating tourist demand through cointegration analysis: Swedish data," 2003, Current Issues in Tourism, vol. 6, 323- 339.
[19] P. K. Narayan, "A tourism demand model for Fiji: 1970-2000," Pacific Economic Bulletin, 2002, vol.17, pp.103-116.
[20] R. Katafono and A. Gounder, "Modeling tourism demand in Fiji," Working Paper 2004/01, 2004, Economics Department, Reserve Bank of Fiji.
[21] C. Ouerfelli, "Co-integration analysis of quarterly European tourism demand in Tunisia," Tourism Management, 2008, vol. 29, 127-137.
[22] H. Choyakh, "A model of tourism demand for Tunisia: Inclusion of the tourism investment variable," Tourism Economics, 2008, vol. 14(4), pp.819-838.
[23] R. S. Toh, H. Khan and L. Goh, "Japanese demand for tourism in Singapore: A cointegration approach," Tourism Analysis, 2006, vol. 10(4), pp. 369-375.
[24] J. W. Dougan, "Analysis of Japanese tourist demand to Guam," Asia Pacific Journal of Tourism Research, 2007, vol. 12(2), pp. 79-88.
[25] G. I. Crouch, "Effect of income and price on international tourism," Annals of Tourism Research, 1992, vol. 19, pp.643-664.
[26] G. Li, H. Song and S. F. Witt, "Modeling tourism demand: A dynamic linear AIDS approach," Journal of Travel Research, 2004, vol. 43, pp.141-150.
[27] H. Song and S. F. Witt, "Forecasting international tourist flows to Macau," Tourism Management, 2006, vol. 27, pp. 214-224.
[28] T. G. Munoz, "Inbound international tourism to Canary Islands: A dynamic panel data model," Tourism Management, 2006, vol. 27, pp. 281-291.
[29] H. Akaike, "Information theory and an extension of the maximum likelihood principle," in Proc. 2nd International Symposium on Information Theory, Budapest, 1973, pp. 267-281.
[30] G. Schwarz, "Estimating the dimension of a model," Annals of Statistics, vol. 6, 461-464.
[31] C. S. Chong and K. L. Goh, "Linkages of economic activity, stock prices and monetary policy: The case of Malaysia," in Proc. The Malaysian Finance Association 6th Annual Symposium, Langkawi, 2004, pp. 754- 767.