INTERNATIONAL TOURISM DEMAND IN MACEDONIA: CURRENT STATUS AND ESTIMATION
DOI:
https://doi.org/10.7251/ZREFIS1307051PKeywords:
international tourism demand, estimation, MacedoniaAbstract
The paper aims to investigate current international tourism demand in Macedonia, as well as to make an attempt to forecast it in a short-term horizon by 2014. For this purpose, the past and current patterns are based on stylized facts obtained from secondary data spreading over a sample period from 2000-2011. Furthermore, the estimation of future trends is based on Box-Jenkins methodology. Several alternative specifications were introduced and upon the outcomes of standard indicators for accuracy testing, the research identified the most appropriate one. According to projected values, moderate, but constant increase of international tourist arrivals is expected. The paper strongly recommends this empirical evidence in a line of mitigating the potential negative impacts as well as in preparation of tourism development plan in Macedonia. Finally, its contribution lies in the fact that it enriches poorly-developed empirical academic work within this scientific area in Macedonia.References
Akal, Mustafa. 2004. “Forecasting Turkey’s tourism revenues by ARMAX model.” Tourism Management, 25: 565-580.
Au, Norman, and Rob Law. 2000. “The application of rough sets to sightseeing expenditures.” Journal of Travel Research, 39: 70-77.
Au, Norman, and Rob Law. 2002. “Categorical classification of tourism dining.” Annals of Tourism Research, 29: 819-833.
Box, George, and Gwilym Jenkins. 1976. Time Series Analysis: Forecasting and Control. San Francisco: Holden-Day Inc.
Coshall, John. 2005. “A selection Strategy for Modelling UK Tourism Flows by Air to European Destinations.” Tourism Economics, 11: 141-158.
Edgell, David, Maria DelMastro Allen, Ginger Smith, and Jason Swanson. 2008. Tourism Policy and Planning: Yesterday, Today and Tomorrow, Elsevier Inc.
Frechtling, Douglas. 2001. Forecasting Tourism Demand: Methods and Strategies, Butterworth-Heinemann, London.
Goeldner, Charles, and J. R. Brent Ritchie. 2006. Tourism: Principles, Practices, Philosophies, John Wiley & Sons Inc., New Jersey.
Goh, Carey, and Rob Law. 2002. “Modeling and Forecasting Tourism Demand for Arrivals with Stochastic Nonstationary Seasonality and Intervention.“ Tourism Management, 23(5): 499-510.
Gujarati, Domadar. 1995. Basic Econometrics. 3rd edition, McGraw-Hill International Editions.
Huang, Jen Hung, and Jennifer C. H. Min. 2002. “Earthquake Devastation and Recovery in Tourism: the Taiwan case." Tourism Management, 23: 145-154.
Kulendran, Nada, and Jordan Shan. 2002. “Forecasting China’s Monthly Inbound Travel Demand.” Journal of Travel & Tourism Marketing, 13: 5-19.
Kulendran, Nada, and Kevin K. F. Wong. 2005. “Modeling Seasonality in Tourism Forecasting.” Journal of Travel Research, 44: 163-170.
Law, Rob. 2000. “Demand for Hotel Spending by Visitors to Hong Kong: A Study of Various Forecasting Techniques.” Journal of Hospitality and Leisure Marketing, 6: 17-29.
Law, Rob. 2004. “Initially Testing an Improved Extrapolative Hotel Room Occupancy Rate Forecasting Technique.” Journal of Travel & Tourism Marketing, 16: 71-77.
Law, Rob, and Norman Au. 2000. “Relationship modeling in tourism shopping: a decision rules induction approach.” Tourism Management, 21: 241-249.
Li, Gang, Haiyan Song, and Stephen F. Witt. 2004. “Modeling Tourism Demand: A Dynamic Linear AIDS Approach.” Journal of Travel Research, 43: 141-150.
Li, Gang, Haiyan Song, and Stephen F. Witt. 2005. “Recent developments in econometric modeling and forecasting.” Journal of Travel Research, 44: 82-99.
Li, Gang, Haiyan Song, and Stephen F. Witt. 2006a. “Time varying parameter and fixed parameter linear AIDS: An application to tourism demand forecasting.” International Journal of Forecasting, 22: 57-71.
Li, Gang, Kevin F. Wong, Haiyan Song, and Stephen F. Witt. 2006b. “Tourism demand forecasting: A time varying parameter error correction model.” Journal of Travel Research, 45: 175-185.
Lickorish, Leonard John, and Carson L. Jenkins. 1997. An Introduction to Tourism. Butterworth-Heinemann, Oxford.
Lim, Christine, and Michael McAleer. 2002. “Time-series Forecasts of International Travel Demand for Australia.” Tourism Management, 23: 389-396.
Mason, Peter. 2003. Tourism: Impacts, Planning and Management, Butterworth - Heinemann.
Qu, Hailin, and Hanqin Qiu Zhang. 1996. “Projecting International Tourist Arrivals in East Asia and the Pacific to the year 2005.” Journal of Travel Research, 35(1): 27-34.
Rosselló, Jaume. 2001. “Forecasting turning points in international visitor arrivals in the Balearic Islands.” Tourism Economics, 7: 365-380.
Song, Haiyan, and Stephen F. Witt. 2000. Tourism Demand Modeling and Forecasting: Modern Econometric Approaches, Elsevier.
Song, Haiyan, and Lindsay Turner. 2006. Tourism Demand Forecasting. International Handbook on the Economics of Tourism, Edward Elgar Publishing Ltd.
Song, Haiyan, and Li Gang. 2008. “Tourism Demand Modeling and Forecasting: A Review of Recent Research.” Tourism Management, 29: 203-220.
Sinclair, Thea, and Mike Stabler. 1997. The Economics of Tourism, Routledge.
Smeral, Egon. 2004. “Long-term forecasts for international tourism.” Tourism Economics, 10: 145-166.
Stabler, Mike, Andreas Papatheodorou, and Thea Sinclair. 2010. The Economics of Tourism. Taylor & Francis.
State Statistical Office. 2012. Statistical Yearbook of Macedonia, Skopje.
State Statistical Office. 2009. Statistical Yearbook: transport, tourism and other services: Tourism in Macedonia 2004-2008, Skopje.
Turner, Lindsay, and Stephen F. Witt. 2001a. “Factors influencing demand for international tourism: Tourism demand analysis using structural equation modelling.” Tourism Economics, 7: 21-38.
Turner, Lindsay, and Stephen F. Witt. 2001b.” Forecasting tourism using univariate and multivariate structural time series models.” Tourism Economics, 7: 135-147.
UNWTO. 2012. World Tourism Barometer, Statistical Annex, 12.
Voithofer, Peter; Irene Mandl, Andrea Dorr, and Celine Doerflinger. (2006). Tourism - Key to Growth and Employment, Wien.
Wilkinson, Paul. 1997. Tourism Planning on Islands. New York, Cognizant Communications.
Witt, Stephen F., and Haiyan Song. 2000. Forecasting future tourism flows. Medlik, S and A. Lockwood (eds) Tourism and Hospitality in the 21st Century, Butterworth-Heinemann, Oxford, 106-118.
Witt, Stephen F., and Christine A. Witt. 1992. Modeling and Forecasting Demand in Tourism. Academic Press.
Witt, Stephen F., Haiyan Song, and Stephen Wanhill. 2004. “Forecasting tourism-generated employment: The case of Denmark.” Tourism Economics, 10: 167-176.
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