Discussion paper
Modelling and forecasting the demand for Hong Kong tourism

https://doi.org/10.1016/S0278-4319(03)00047-1Get rights and content

Abstract

The main objectives of this paper are to identify the factors which contribute to the demand for Hong Kong tourism with the aid of econometric models and to generate forecasts of international tourism arrivals to Hong Kong for the period 2001–2008. The general-to-specific modelling approach is followed to model and forecast the demand for Hong Kong tourism by residents from the 16 major origin countries/regions and the empirical results reveal that the most important factors that determine the demand for Hong Kong tourism are the costs of tourism in Hong Kong, the economic condition (measured by the income level) in the origin countries/regions, the costs of tourism in the competing destinations and the ‘word of mouth’ effect. The demand elasticities and forecasts of tourism arrivals obtained from the demand models form the basis of policy formulations for the tourism industry in Hong Kong.

Introduction

Known as the ‘City of Life’ and ‘Asia's Most Popular Travel Destination’, Hong Kong has a unique culture that combines western life style with Chinese traditions. Cultural events, such as the heritage tour, dragon boat festival, and various food and arts festivals, have helped Hong Kong to build a favorable image overseas and attracted a large number of international visitors.

In 2000 Hong Kong was ranked 14th in the World Tourism Organization's list of top destinations, and the growth rate of tourist arrivals in Hong Kong reached 15.3%, while the world and regional average rates of growth in the same year were 7.4% and 14.5%, respectively. Tourism has become the second largest foreign currency earner since 1995 and the income generated from tourism has contributed around 6% to Hong Kong's gross domestic products (GDP) over the last decade (Zhang et al., 2001). International tourism arrivals in Hong Kong increased from 0.93 million in 1975 to 13.06 million in 2000, representing an average annual growth rate of around 9.2% which was higher than most of the destinations in the Asia–Pacific region during the same period. The growth of tourist receipts has been even more spectacular, rising from HK$2,975 million in 1975 to HK$61,514 million in 2000 with an annual growth rate of about 11.6%.

Zhang et al. (2001) show that Japan was the biggest origin country of Hong Kong tourism in the 1970s, occupying more than 30% of the total market followed by the Southeast Asia (21.3%) and Americas (17.8%). Europe (11.0%) and Australia and New Zealand (9.1%) ranked fourth and fifth, respectively. In the 1980s the Southeast Asia and the Americas emerged as the leading markets replacing Japan. In the mid-1990s, however, Mainland China and Taiwan became the first and second largest source markets for Hong Kong tourism followed by Japan, Southeast Asia and Europe. The main factor which has contributed to the rapid intra-Asia travel increase has been the fast economic growth experienced by many Asian economies including Mainland China and Taiwan.

Tourist receipts had a very high growth rate during the 1970s and 1980s and this trend continued until mid-1990s. The Asia financial crisis caused a significant decline in tourist receipts in 1997 and 1998. This decline was partly due to a huge drop in visitor numbers from the crisis-hit countries, but price reduction also played a significant role in reducing tourism revenue. The largest drop in tourist spending came from the long haul markets, while most short haul markets performed relatively well in this regard. Mainland China, however, under performed compared with other short haul markets, with a moderate decline of around 5.4% in 1999 compared with 1998. Despite this performance, Mainland China remained the biggest contributor to tourist spending in 1999, accounting for 16.4% of the total. The contributions of Taiwan and Japan to tourist receipts made them the second and third largest markets after China.

Although the tourism industry has played an ever-increasing role in the generation of wealth and employment in Hong Kong, it also faces the critical problem of creating and maintaining a sustainable competitive advantage in an environment of increased globalization and economic integration in Southeast Asia. In particular, Hong Kong will have to compete for international tourists with such destinations as Singapore, Taiwan, Thailand and Mainland China. In order to respond effectively to this challenge, the policymakers and businesses in the service sector need to know the comparative position of the industry in the region. To achieve this, the determinants of international tourism demand in Hong Kong and the future trend of this demand should be properly assessed. The objectives of this paper are, therefore, to identify the key factors that contribute to the demand for Hong Kong tourism with the aid of econometric models and to generate the forecasts of this demand for the period 2001–2008.

The rest of the paper is organized as follows. Section 2 discusses the theoretical framework of analyzing tourism demand with a particular focus on the determinants of tourism demand. Section 3 presents the empirical results of the demand models. The forecasts of tourist arrivals in Hong Kong for the period 2001–2008 are generated based on the estimated models in Section 3 and the final section concludes the paper.

Section snippets

The model

Published studies on tourism demand analysis can be divided into two broad groups. The first group focuses on non-causal (mainly time series) modelling approaches while the second group concentrates on causal (econometric) techniques. The non-causal forecasting models extrapolate historic trends of tourism demand into the future without considering the underlining causes of the trends. The most frequently used methods in these studies include exponential smoothing and Box–Jenkins procedure (Box

Estimates of the demand models

The demand for Hong Kong tourism is measured by international tourist arrivals. Since the determinants of inbound tourism demand in Hong Kong are country specific, it is necessary to construct and estimate the demand models for all the major tourism origin countries/regions. The Statistical Reviews of Hong Kong Tourism published by HKTB shows that the followings are the top tourism generating countries/regions for Hong Kong in 2000: Australia (2.7%), Canada (1.9%), China (29.0%), France (1.1%),

Forecasts

The estimated demand models presented in the previous section are used to forecast tourism arrivals for the period 2001–2008. Before we could generate the forecasts of tourist arrivals for each of these origin countries/regions, we need to predict the explanatory variables first. The explanatory variables that need to be forecast include the income variable, Yit, relative price variable, Pit and the substitute price, Pst. Since both of the price variables are composite indexes, the forecasts of

Conclusion

The demand for Hong Kong tourism measured by tourist arrivals is modelled and forecasted using the general-to-specific modelling approach. Tourist arrivals from the 16 major origin countries/regions, which account for about 90% of the total tourist arrivals in Hong Kong, are considered in this study. Following a rigorous statistical testing procedure known as the general-to-specific approach, the best models that pass both statistical and economic tests were selected for the purpose of policy

Acknowledgements

This research was funded by the School of Hotel and Tourism Management, The Hong Kong Polytechnic University. In particular, the first author thanks the School of Hotel and Tourism Management, the Hong Kong Polytechnic University, for providing the financial support and excellent research facilities while he was visiting the School as a Visiting Scholar.

References (39)

  • E. Smeral et al.

    Econometric forecaststourism trends to 2000

    Annals of Tourism Research

    (1992)
  • H. Song et al.

    Tourism forecastingaccuracy of alternative econometric models

    International Journal of Forecasting

    (2003)
  • S.F. Witt et al.

    International tourism demand modelsinclusion of the marketing variables

    Tourism Management

    (1987)
  • S.F. Witt et al.

    Forecasting tourism demanda review of empirical research

    International Journal of Forecasting

    (1995)
  • C.A. Witt et al.

    Forecasting international tourist flows

    Annals of Tourism Research

    (1994)
  • K.F. Wong

    The relevance of business cycles in forecasting international tourist arrivals

    Tourism Management

    (1997)
  • G. Box et al.

    Time Series AnalysisForecasting and Control

    (1976)
  • T. Breusch

    Testing for autocorrelation in dynamic linear models

    Journal of Australian Economic Papers

    (1978)
  • Y.M. Chan et al.

    Modelling the impact of sudden environmental changes on visitor arrival forecaststhe case of the Gulf war

    Journal of Travel Research

    (1999)
  • Cited by (0)

    View full text