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Forecasting of Hong Kong airport's passenger throughput

Author

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  • Tsui, Wai Hong Kan
  • Ozer Balli, Hatice
  • Gilbey, Andrew
  • Gow, Hamish

Abstract

Hong Kong International Airport (HKIA) is one of the main gateways to Mainland China and the major aviation hub in Asia. An accurate airport traffic demand forecast allows for short and long-term planning and decision making regarding airport facilities and flight networks. This paper employs the Box–Jenkins Seasonal ARIMA (SARIMA) model and the ARIMAX model to forecast airport passenger traffic for Hong Kong, and projecting its future growth trend to 2015. Both models predict a steady growth in future airport passenger traffic at Hong Kong. In addition, scenario analysis suggests that Hong Kong airport's future passenger traffic will continue to grow in different magnitudes.

Suggested Citation

  • Tsui, Wai Hong Kan & Ozer Balli, Hatice & Gilbey, Andrew & Gow, Hamish, 2014. "Forecasting of Hong Kong airport's passenger throughput," Tourism Management, Elsevier, vol. 42(C), pages 62-76.
  • Handle: RePEc:eee:touman:v:42:y:2014:i:c:p:62-76
    DOI: 10.1016/j.tourman.2013.10.008
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    1. Franses, Philip Hans, 1991. "Seasonality, non-stationarity and the forecasting of monthly time series," International Journal of Forecasting, Elsevier, vol. 7(2), pages 199-208, August.
    2. Wing Chow, Clement Kong & Fung, Michael Ka Yiu, 2009. "Efficiencies and scope economies of Chinese airports in moving passengers and cargo," Journal of Air Transport Management, Elsevier, vol. 15(6), pages 324-329.
    3. Cline, Richard C. & Ruhl, Terry A. & Gosling, Geoffrey D. & Gillen, David W., 1998. "Air transportation demand forecasts in emerging market economies: a case study of the Kyrgyz Republic in the former Soviet Union," Journal of Air Transport Management, Elsevier, vol. 4(1), pages 11-23.
    4. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    5. Hylleberg, S. & Engle, R. F. & Granger, C. W. J. & Yoo, B. S., 1990. "Seasonal integration and cointegration," Journal of Econometrics, Elsevier, vol. 44(1-2), pages 215-238.
    6. Wang, James J. & Cheng, Michael C., 2010. "From a hub port city to a global supply chain management center: a case study of Hong Kong," Journal of Transport Geography, Elsevier, vol. 18(1), pages 104-115.
    7. Breusch, T S & Godfrey, L G, 1986. "Data Transformation Tests," Economic Journal, Royal Economic Society, vol. 96(380a), pages 47-58, Supplemen.
    8. Haiyan Song & Stephen F. Witt & Gang Li, 2003. "Modelling and Forecasting the Demand for Thai Tourism," Tourism Economics, , vol. 9(4), pages 363-387, December.
    9. Shujie Yao & Xiuyun Yang, 2008. "Airport Development and Regional Economic Growth in China," Discussion Papers 08/07, University of Nottingham, GEP.
    10. Lim, Christine & McAleer, Michael & Min, Jennifer C.H., 2009. "ARMAX modelling of international tourism demand," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 79(9), pages 2879-2888.
    11. Lau, Yui Yip & Lei, Zheng & Fu, Xiaowen & Ng, Adolf K.Y., 2012. "The implications of the re-establishment of direct links across the Taiwan Strait on the aviation industries in Greater China," Research in Transportation Economics, Elsevier, vol. 35(1), pages 3-12.
    12. Zhang, Anming, 2003. "Analysis of an international air-cargo hub: the case of Hong Kong," Journal of Air Transport Management, Elsevier, vol. 9(2), pages 123-138.
    13. Philip Hans Franses & Bart Hobijn, 1997. "Critical values for unit root tests in seasonal time series," Journal of Applied Statistics, Taylor & Francis Journals, vol. 24(1), pages 25-48.
    14. Graham, Anne, 2006. "Have the major forces driving leisure airline traffic changed?," Journal of Air Transport Management, Elsevier, vol. 12(1), pages 14-20.
    15. Starkie, David, 2002. "Airport regulation and competition," Journal of Air Transport Management, Elsevier, vol. 8(1), pages 63-72.
    16. Alan Siu & Y. C. Richard Wong, 2004. "Economic Impact of SARS: The Case of Hong Kong," Asian Economic Papers, MIT Press, vol. 3(1), pages 62-83.
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