The purpose of this study is to forecast inbound tourism to Asia and outbound tourism from Asia by considering the possible impacts of the current financial and economic crisis. The autoregressive distributed lag model is used to calculate the interval demand elasticities, which are then used to generate interval forecasts for inbound tourism to and outbound tourism from Asia. Interval forecasts reduce the risk of complete forecasting failure arising from the uncertainties associated with the crisis. The forecast results suggest that the financial and economic crisis will have a negative impact on both inbound and outbound tourism in Asia but the demand will rebound from 2010.
Bonham, Carl, Christopher Edmonds, and James Mak ( 2006). "The Impact of 9/11 and Other Terrible Global Events on Tourism in the United States and Hawaii." Journal of Travel Research, 45 (1): 99-110.
2.
Crouch, Geoffrey I. ( 1995). "A Meta-Analysis of Tourism Demand" Annals of Tourism Research, 22 (1): 103-18.
3.
Crouch, Geoffrey I. ( 1996). "Demand Elasticities in International Marketing: A Meta-Analytical Application to Tourism" Journal of Business Research, 36 (2): 117-36.
4.
Euromonitor International (2009). Global Market Information Database (GMID). http://www.portal.euromonitor.com/PORTAL/Statistics.aspx (accessed May 8, 2009).
5.
International Monetary Fund (2009a). World Economic Outlook (WEO) Database (April 2009 edition). http://www.imf.org/External/Pubs/Ft/Weo/2008/01/Weodata/index.aspx (accessed May 8, 2009).
6.
International Monetary Fund (2009b). World Economic Outlook Update: Contractionary Forces Receding but Weak Recovery Ahead. http://www.imf.org/external/pubs/ft/weo/2009/update/02/index.htm (accessed July 8, 2009).
7.
Kim, Jae, Haiyan Song, and Kevin K. F. Wong (forthcoming). "Bias-Corrected Bootstrap Prediction Intervals for Autoregressive Model: New Alternatives with Applications to Tourism Forecasting" Journal of Forecasting.
8.
Kulendran, Nada, and Stephen F. Witt (2001) "Cointegration versus Least Squares Regression" Annals of Tourism Research, 28 (2): 291-311.
9.
Kuo, Hsiao-I, Chi-Chung Chen, Wei-Chun Tseng, Lan-Fen Ju, and Bing-Wen Huang ( 2008). "Assessing Impacts of SARS and Avian Flu on International Tourism Demand to Asia" Tourism Management, 29 (5): 917-28.
10.
Lee, Choong-Ki, and Kyung-Sang Kwon (1995). "Importance of Secondary Impact of Foreign Tourism Receipts on the South Korean Economy." Journal of Travel Research, 34 (2): 50-54.
11.
Li, Gang, Haiyan Song, and Stephen F. Witt (2006). "Time Varying Parameter and Fixed Parameter Linear AIDS: An Application to Tourism Demand Forecasting " International Journal of Forecasting, 22 (1): 52-71.
12.
Li, Gang, Haiyan Song, and Stephen F. Witt (2005). "Recent Developments in Econometric Modelling and Forecasting" Journal of Travel Research , 44 (1): 82-99.
13.
Li, Hongyi and G.S. Maddala ( 1999). "Bootstrap Variance Estimation of Nonlinear Functions of Parameters: An Application to Long-Run Elasticities of Energy Demand." Review of Economics and Statistics, 81 (4): 728-33.
14.
Lim, Christine ( 1999). "A Meta-analytic Review of International Tourism Demand " Journal of Travel Research, 37 (3): 273.
15.
Lim, Christine ( 2004). "The Major Determinants of Korean Outbound Travel to Australia." Mathematics and Computers in Simulation, 64 (3/4): 477-85.
16.
Lim, Christine and Michael McAleer ( 2001). "Cointegration Analysis of Quarterly Tourism Demand by Hong Kong and Singapore for Australia." Applied Economics , 33 (12): 1599-1619.
17.
Lim, Christine, Chialin Chang, and Michael McAleer (2009). "Forecasting H(m)otel Guest Nights in New Zealand" International Journal of Hospitality Management, 28 (2): 228-35.
18.
Pesaran, M. Hashem, Yongcheol Shin, and Richard J. Smith (2001). Bounds Testing Approaches to the Analysis of Level Relationships" Journal of Applied Econometrics, 16 (3): 289-326.
19.
Prideaux, Bruce, Eric Laws, and Bill Faulkner ( 2003). "Events in Indonesia: Exploring the Limits to Formal Tourism Trends Forecasting Methods in Complex Crisis Situations." Tourism Management, 24 (4): 475-87.
20.
Smeral, Egon ( 2009). "The Impact of the Financial and Economic Crisis on European Tourism" Journal of Travel Research, 48 (3): 3-13.
21.
Song, Haiyan, and Gang Li ( 2008). "Tourism Demand Modelling and Forecasting: A Review of Recent Research" Tourism Management, 29 (2): 203-20.
22.
Song, Haiyan, Gang Li, and Stephen F. Witt (2009). The Advanced Econometrics of Tourism Demand. Vol. 13. New York: Routledge.
23.
Song, Haiyan, Stephen F. Witt, and Gang Li ( 2003). "Modelling and Forecasting the Demand for Thai Tourism " Tourism Economics, 9 (4): 363-78.
24.
Song, Haiyan, and Kevin K. F. Wong (2003). "Tourism Demand Modeling: A Time-Varying Parameter Approach" Journal of Travel Research , 42 (1): 57-64.
25.
Song, Haiyan, Kevin K.F. Wong, and Kaye K.S. Chon ( 2003). "Modelling and Forecasting the Demand for Hong Kong Tourism ." International Journal of Hospitality Management, 22 (4): 435-51.
26.
Tideswell, Carmen, Trevor Mules, and Bill Faulkner ( 2001). "An Integrative Approach to Tourism Forecasting: A Glance in the Rearview Mirror." Journal of Travel Research, 40 (2): 162-71.
27.
United Nations World Tourism Organization (UNWTO) ( 2009). World Tourism Barometer. Madrid: UNWTO.
28.
Unwto (2008a). Yearbook of Tourism Statistics. Madrid: UNWTO.
29.
Unwto (2008b). Compendium of Tourism Statistics (1985-2007). Madrid: UNWTO.
30.
Wang, Yu-Shan ( 2009). "The Impact of Crisis Events and Macro-economic Activity on Taiwan’s International Inbound Tourism Demand" Tourism Management, 30 (1): 75-82.
31.
Witt, Stephen F., and Christine A. Witt (1991). "Tourism Forecasting: Error Magnitude, Direction of Change Error, and Trend Change Error" Journal of Travel Research, 30 (2): 26-33.
32.
Witt, Stephen F., and Christine A. Witt (1995). "Forecasting Tourism Demand: A Review of Empirical Research." International Journal of Forecasting, 11 (3): 447-75.
33.
Witt, Stephen F., Haiyan Song, and Panos Louvieris (2003). Statistical Testing in Forecasting Model Selection." Journal of Travel Research, 42 (2): 151-58.
