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Forecasting Tourism Flows from the Russian Federation into the Mediterranean Countries

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Tourism Management, Marketing, and Development

Abstract

Providing visitors with a unique combination of climate, sea, and culture, the Mediterranean region is an attractive destination for tourists from around the world. As such, it is reasonable that “tourism has become a crucial export sector in the Mediterranean, responsible for the generation of jobs as well as income” (Falzon, 2012: 1080).

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References

  • Akaike, H. A. “New look at the statistical model identification.” IEEE Transactions on Automatic Control 19 (1974): 716–723.

    Article  Google Scholar 

  • Asian A, Kula E, and Kaplan M. “International tourism demand for Turkey: A dynamic panel data approach.” Research Journal of International Studies 9 (2009): 65–73.

    Google Scholar 

  • Athanasoupulos, G., Hyndman, R. J., Song H., and Wu D. C. “The tourism forecasting competition.” Monash Econometric and Business Statistics Working Papers 10/08 (2009): 1–35.

    Google Scholar 

  • Balaeva, O. N., Furmanov, K. K., and Predvoditeleva, M. D. “Tourism flows from the Russian Federation to the European Union.” Anatolia: An International Journal of Tourism and Hospitality Research 23 (1) (2012): 17–31.

    Article  Google Scholar 

  • Barros, C. P, Botti, L., Peypoch, N., Robinot, E., Solonandrasana, B., and Assaf, A. G. “Performance of French destinations: Tourism attraction perspectives.” Tourism Management 32 (1) (2011): 141–146.

    Article  Google Scholar 

  • Bednova, M., and Ratnikova, T. “Econometric analysis of the demand for the inbound tourism in Russia.” Applied Econometrics 21 (1) (2011): 97–113 (in Russian).

    Google Scholar 

  • Bhattacharya, K. “Role of rules of thumb in forecasting foreign tourist arrival: A case study of India.” MPRA Paper series 28515 (2011): 1–14.

    Google Scholar 

  • Bigović, M. “Demand forecasting within Montenegrin tourism using Box-Jenkins methodology for seasonal ARIMA models.” Tourism and Hospitality Management 18 (1) (2012): 1–18.

    Google Scholar 

  • Box, G., and Jenkins, G. Time Series Analysis: Forecasting and Control. San Francisco: Holden Day, 1970.

    Google Scholar 

  • Brown, R. G. Exponential Smoothing for Predicting Demand. Cambridge, MA: Arthur D. Little Inc., 1956.

    Google Scholar 

  • Chaovanapoonphol, Y., Lim, C., McAleer, M., and Wiboonpongse, A. “Time series modelling of tourism demand from the USA, Japan and Malaysia to Thailand.” University of Canterbury Working Papers in Economics series, 10/05 (2010).

    Google Scholar 

  • Chapman, A., and Speake, J. “Regeneration in a mass-tourism resort: The changing fortunes of Bugibba, Malta.” Tourism Management 32 (3) (2011): 482–491.

    Article  Google Scholar 

  • Costa, P., and Manente, M. “The trip forecasting models: Theory and the case of Italy.” Tourism Review 49(3) (1994): 26–34.

    Article  Google Scholar 

  • Costa, P., Manente, M., Minghetti, V., and J. van der Borg, Tourism Demand to and from Italy: The forecasts to 1995 from the TRIP models. Venice: CISET, 1994.

    Google Scholar 

  • Dwyer, L., Forsyth, P., and Rao, P. “Sectoral analysis of destination price competitiveness: An international comparison.” Tourism Analysis 5 (1) (2000): 1–12.

    Google Scholar 

  • Falzon, J. “The price competitive position of Mediterranean countries in tourism: Evidence from the Thomson brochure.” Tourism Management 33 (5) (2012): 1080–1092.

    Article  Google Scholar 

  • Garay, L., and Ca’noves, G. “Life cycles, stages and tourism history. The Catalonia (Spain) experience.” Annals of Tourism Research 38 (2) (2011): 651–671.

    Article  Google Scholar 

  • Geurts, M. D., Buchman, T. A., and Ibrahim I. B. “Use of the Box-Jenkins approach to forecast tourist arrivals.” Journal of Travel Research 14 (4) (1976): 5–8.

    Article  Google Scholar 

  • Geurts, M. D., and Ibrahim I. B. “Comparing the Box-Jenkins approach with the exponentially smoothed forecasting model application to Hawaii tourists.” Journal of Marketing Research 12 (1975): 182–188.

    Article  Google Scholar 

  • Holt, C. C. 1957. “Forecasting trends and seasonal by exponentially weighted averages.” Office of Naval Research Memorandum 52, reprinted in Holt, C.C., Charles C. “Forecasting trends and seasonal by exponentially weighted averages.” International Journal of Forecasting 20 (1) (2004): 5–10.

    Article  Google Scholar 

  • Jacobsen, J. K. S. “Anti-tourist attitudes. Mediterranean charter tourism.” Annals of Tourism Research 27 (2) (2000): 284–300.

    Article  Google Scholar 

  • Karyopouli, S. and Koutra, C. “Mature Coastal Mediterranean Destinations: Mitigating Seasonaliry”. In Trends in European Tourism Planning and Organisation edited by C. Costa, E. Panyik, and D. Buhalis. Channel View Publications, 2013.

    Google Scholar 

  • Kozak, M., and Martin, D. “Tourism life cycle and sustainability analysis: Profit-focused strategies for mature destinations.” Tourism Management 33 (1) (2012): 188–194.

    Article  Google Scholar 

  • Kunst, I. “The role of the government in promoting tourism investment in selected Mediterranean countries-implications for the Republic of Croatia.” Tourism and Hospitality Management 17 (1) (2011): 115–130.

    Google Scholar 

  • Lim, C., and McAleer, M. “Time series forecasts of international tourism demand for Australia.” ISER Discussion Paper series 0533 (2001).

    Google Scholar 

  • Lim, C., and McAleer, M. “Modelling international travel demand from Singapore to Australia.” CIRJE Discussion Paper series, CIRJE-F-214 (2003).

    Google Scholar 

  • Martin, C. A. and Witt, S. E “Tourism demand forecasting models: Choice of appropriate variable to represent tourists’ cost of living.” Tourism Management 8 (3) (1987): 233–246.

    Article  Google Scholar 

  • Middleton, V. T. C. Marketing in Travel and Tourism. Amsterdam: Elsevier, 2005.

    Google Scholar 

  • Middleton, V. T. C., Fyall A., Morgan M., and Ranchhod A. Marketing in Travel and Tourism. Routledge, 2009.

    Google Scholar 

  • Petrevska, B. “Forecasting international tourism demand: the evidence of Macedonia.” UTMS Journal of Economics 3 (1) (2012): 45–55.

    Google Scholar 

  • Song, H., Smeral, E., Li, G., and Chen, J. L. “Tourism forecasting: accuracy of alternative econometric models revisited.” WIFO Working Papers 326 (2008).

    Google Scholar 

  • Vanhove, N. The Economics of Tourism Destinations. Amsterdam: Elsevier, 2011.

    Google Scholar 

  • Verbeek, M. A Guide to Modern Econometrics. New York: Wiley & Sons, 2003.

    Google Scholar 

  • Winters, P. R. “Forecasting sales by exponentially weighted moving averages.” Management Science 6 (3) (1960): 324–342.

    Article  Google Scholar 

  • Witt, S. E, and Witt, C. A. “Forecasting tourism demand: A review of empirical research.” International Journal of Forecasting11 (3) (1995): 447–475.

    Article  Google Scholar 

  • Zopounidis, C., Baourakis, G., and Niklis, D. “A comparative study of tourism performance in the Mediterranean region: A multicriteria approach.” International Journal of Information and Decision Sciences 2 (3) (2010): 285–303(19).

    Article  Google Scholar 

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Editor information

Marcello M. Mariani Wojciech Czakon Dimitrios Buhalis Ourania Vitouladiti

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© 2016 Kirill Furmanov, Olga Balaeva, and Marina Predvoditeleva

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Furmanov, K., Balaeva, O., Predvoditeleva, M. (2016). Forecasting Tourism Flows from the Russian Federation into the Mediterranean Countries. In: Mariani, M.M., Czakon, W., Buhalis, D., Vitouladiti, O. (eds) Tourism Management, Marketing, and Development. Palgrave Macmillan, New York. https://doi.org/10.1057/9781137401854_3

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