This article focuses on nine city-based regions in Thailand, using accommodation data from 1996 to 2002. The basic structural and seasonal autoregressive integrated moving average (ARIMA) models are used, with an ex ante forecasting period 2003 to 2004. Forecasts are derived regionally, and accuracy is compared using a benchmark of the forecasts for the whole of Thailand. The analysis determines whether it is possible to accurately forecast interregional tourist arrivals. The findings are that more accurate regional forecasts can be derived than international arrivals forecasts in this case and that a comparison of domestic and international regional arrivals forecasts is very useful in examining potential future tourism-based regional growth. Consequently, regional arrivals data are useful for accurately forecasting regional tourism demand not only in Thailand but also for other countries where regional data are available, such as China and India, to examine the impact of tourism either economically or socially.
Archer, B. H., and J. E. Fletcher (1990). “Tourism: Its Economic Importance.” In Horworth Book of Tourism, edited by M. Quest. London: Macmillan, pp. 10-25.
2.
Armstrong, J. S. (2001). “Evaluating Forecasting Methods.” In Principles of Forecasting, edited by J. S. Armstrong. Dordrecht: Kluwer Academic, pp. 443-472.
3.
Box, G. E. P., and G. M. Jenkins (1976). Time series analysis: Forecasting and control. San Francisco: Holden-Day.
4.
Box, G. E. P., G. M. Jenkins, and G. C. Reinsel (1994). Time Series Analysis, Forecasting and Control. Englewood Cliffs, NJ: Prentice Hall.
5.
Bryden, J. (1973). Tourism and Development: A Case Study of the Commonwealth Caribbean. Cambridge: Cambridge University Press.
6.
Budowski, G. (1976). “Tourism and Conservation: Conflict, Coexistence or Symbiosis.”Environmental Conservation, 3(1): 27-31.
7.
Bull, A. (1991). The Economics of Travel and Tourism. South Melbourne: Longman Cheshire.
8.
Burns, P., and A. Holden (1995). Tourism: A New Perspective. Englewood Cliffs, NJ: Prentice Hall.
9.
Chan, Y. M., T. K. Hui, and E. Yuen (1999). “Modelling the Impact of Sudden Environmental Changes on Visitor Arrival Forecasts: The Case of the Gulf War.”Journal of Travel Research, 37: 391-394.
10.
Chu, F. L. (1998a). “Forecasting Tourism: A Combined Approach.”Tourism Management, 19(6): 515-520.
11.
Chu, F. L. (1998b). “Forecasting Tourism Demand in Asian Pacific Countries.”Annals of Tourism Research, 25(3): 597-615.
12.
Dann, G., and E. Cohen (1991). “Sociology and Tourism.”Annals of Tourism Research, 18: 154-169.
13.
Dharmaratne, G. S. (1995). “Forecasting Tourist Arrivals to Barbados.”Annals of Tourism Research, 22(4): 804-818.
14.
Dogan, H. Z. (1989). “Forms of Adjustment: Socio-cultural Impacts of Tourism.”Annals of Tourism Research, 16(2): 216-236.
15.
Eadington, W. R., and M. Redman (1991). “Economics and Tourism.”Annals of Tourism Research, 18(1): 41-56.
16.
Fletcher, J. E. (1989). “Input-Output Analysis and Tourism Impact Studies.”Annals of Tourism Research, 16: 541-546.
17.
Frechtling, D. C. (1987). “Assessing the Impacts of Travel and Tourism: Measuring Economic Costs.” In Travel, Tourism and Hospitality Research, edited by J. R. B. Ritchie and C. R. Goeldner. New York: John Wiley, pp. 333-352.
18.
Frechtling, D. C. (1996). Practical Tourism Forecasting. Oxford: Butterworth-Heinemann.
19.
Goh, C., and R. Law (2002). “Modelling and Forecasting Tourism Demand for Arrivals with Stochastic Non-stationary Seasonality and Intervention.”Tourism Management, 23(5): 499-510.
20.
Gonzalez, P., and P. Moral (1995). “An Analysis of the International Tourism Demand in Spain.”International Journal of Forecasting, 11: 233-251.
21.
Gray, H. P. (1982). “The Contributions of Economics to Tourism.”Annals of Tourism Research, 9(1): 105-125.
22.
Greenidge, K. (2001). “Forecasting Tourism Demand: An STM Approach.”Annals of Tourism Research, 28(1), 98-112.
23.
Hall, M. C., and S. J. Page (1999). The Geography of Tourism and Recreation. New York: Routledge.
24.
Hanke, J. E., and A. G. Reitsch (1992). Business Forecasting. Boston: Allyn & Bacon.
25.
Harvey, A. C., and P. M. J. Todd (1983). “Forecasting Economic Time Series with Structural and Box-Jenkins Models: A Case Study.”Journal of Business and Economic Statistics, 1: 200-314.
26.
Johnson, R., and E. Moore (1993). “Tourism Impact Estimation.”Annals of Tourism Research, 20(2): 279-288.
27.
Lim, C. (1997). “An Econometric Classification and Review of International Tourism Demand Models.”Tourism Economics, 3(1): 69-81.
28.
Lim, C., and M. McAleer (2002). “Time Series Forecasts of International Travel Demand for Australia.”Tourism Management, 23(4): 389-396.
29.
Lundberg, D. E., M. Krishnamoorthy, and M. H. Stavenga (1995). Tourism Economics. New York: John Wiley.
30.
Martin, C. A., and S. F. Witt (1989a). “Forecasting Tourism Demand: A Comparison of the Accuracy of Several Quantitative Methods.”International Journal of Forecasting, 5: 7-10.
31.
Martin, C. A., and S. F. Witt (1989b). “Accuracy of Econometric Forecasts of Tourism.”Annals of Tourism Research, 16(3): 407-428.
32.
Mentzer, J. T., and K. B. Kahn (1995). “Forecasting Technique: Familiarity, Satisfaction and Usage.”Journal of Forecasting, 14: 465-476.
33.
Pearce, D. G. (1989). Tourism Development. London: Harlem.
34.
Tourism Authority of Thailand (various years). Thailand Tourism Statistical Report. Bangkok: Tourism Authority of Thailand.
35.
Turner, L. W., N. Kulendran, and H. Fernando (1997). “Univariate Modelling Using Periodic and Non-periodic Analysis: Inbound Tourism to Japan, Australia and New Zealand Compared.”Tourism Economics, 3: 39-56.
36.
Turner, L. W., N. Kulendran, and V. Pergat (1995). “Forecasting New Zealand and Tourism Demand with Disaggregated Data.”Tourism Economics, 1(1): 51-69.
37.
Turner, L. W., and S. F. Witt (2001). “Forecasting Tourism Using Univariate and Multivariate Structural Time Series Models.”Tourism Economics, 7: 135-147.
38.
Turner, L. W., and S. F. Witt (2002). “Trends and Forecasts for Inbound Tourism to China.”Journal of Travel and Tourism Marketing, 13(1/2): 99-110.
39.
Witt, S. F., H. Song, and P. Louvieris (2003). “Statistical Testing in Forecasting Model Selection.”Journal of Travel Research, 42: 151-158.
40.
Witt, S. F., H. Song, and S. Wanhill (2004). “Forecasting Tourism-Generated Employment: the Case of Denmark.”Tourism Economics, 10(2): 167-176.
41.
Witt, S. F., and C. A. Witt (1992). Modelling and Forecasting Demand in Tourism. London: Academic.
42.
Witt, S. F., and C. A. Witt (1995). “Forecasting Tourism Demand: A Review of Empirical Research.”International Journal of Forecasting, 11(3): 447-475.
