A Tourism Financial Conditions Index for Tourism Finance

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Facultad de CC Económicas y Empresariales. Instituto Complutense de Análisis Económico (ICAE)
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The paper uses monthly data on tourism related factors from April 2005 - June 2016 for Taiwan that applies factor analysis and Chang’s (2015) novel approach for constructing a tourism financial indicator, namely the Tourism Financial Conditions Index (TFCI). The TFCI is an adaptation and extension of the widely-used Monetary Conditions Index (MCI) and Financial Conditions Index (FCI) to tourism stock data. However, the method of calculation of the TFCI is different from existing methods of constructing the MCI and FCI in that the weights are estimated empirically. The empirical findings show that TFCI is statistically significant using the estimated conditional mean of the tourism stock index returns (RTS). Granger Causality tests show that TFCI shows strong feedback on RTS. An interesting insight is that the empirical results show a significant negative correlation between F1_visistors and RTS, implying that tourism authorities might promote travel by the “rich”, and not only on inbound visitor growth. The use of market returns on the tourism stock sub-index as the sole indicator of the tourism sector, as compared with the general activity of economic variables on tourism stocks, is shown to provide an exaggerated and excessively volatile explanation of tourism financial conditions.
Beaton, K., R. Lalonde and C. Luu (2009), A financial conditions index for the United States, Bank of Canada Discussion Paper. Brave, S. and R.A. Butters (2011), Monitoring financial stability: A financial conditions index approach, Federal Reserve Bank of Chicago, Economic Perspectives, 1, 22-43. Chang, C.-L. (2015), Modelling a latent daily Tourism Financial Conditions Index, International Review of Economics & Finance, 40(C), 113-126. Dritsakis, N. (2004), Cointegration analysis of German and British tourism demand for Greece, Tourism Management, 25(1), 111-119. Ericsson, N.R., E.S. Jansen, N.A. Kerbeshian and R. Nymoen (1997), Understanding a monetary conditions index, Paper presented at the November 1997 meeting of the Canadian Macroeconomic Study Group, Toronto, Canada. Freedman, C. (1994), The use of indicators and of the monetary conditions index in Canada, Washington, D.C., USA. Freedman, C. (1996a), The role of monetary conditions and the monetary conditions index in the conduct of policy, The Transmission of Monetary Policy in Canada, Bank of Canada, pp. 81-86. Freedman, C. (1996b), The use of indicators and of the monetary conditions index in Canada, The Transmission of Monetary Policy in Canada, Bank of Canada, pp. 67-80. Goodhart, C. and B. Hofmann (2001), Asset prices, financial conditions, and the transmission of monetary policy, Paper presented at Conference on Asset Prices, Exchange Rates and Monetary Policy, sponsored by Federal Reserve Bank of San Francisco and Stanford Institute for Economic Policy Research, March 2001. Hatzius, J., P. Hooper, F.S. Mishkin, K.L. Schoenholtz and M.W. Watson (2010), Financial conditions indexes: A fresh look after the financial crisis, Working Paper No. 16150, National Bureau of Economic Research. Kasimati, E. (2016),. Does tourism contribute significantly to the Greek economy? A multiplier analysis, European Journal of Tourism, Hospitality and Recreation, 7(1), 55-62. Lack, C.P. (2003), A financial conditions index for Switzerland, Monetary policy in a changing environment, Bank for International Settlements, 2003, 19, 398-413. Lim, C. and M. McAleer (2001), Cointegration analysis of quarterly tourism demand by Hong Kong and Singapore for Australia, Applied Economics, 33, 1599-1619. Lim, C. and M. McAleer (2002), A cointegration analysis of tourism demand by Malaysia for Australia, Mathematics and Computers in Simulation 59, 197-205. Lin, J.-L. (1999), The monetary conditions index in Taiwan, Academia Economic Papers, 27(4), 459-479. Matheson, T.D. (2012), Financial conditions indexes for the United States and Euro area, Economics Letters, 115(3), 441-446. Mayes, D. and M. Viren (2001), Financial conditions indexes, Bank of Finland Discussion Paper 17/2001, Helsinki, Finland. McAleer, M. (2015), The fundamental equation in tourism finance, Journal of Risk Financial Management. 8, 369-374. Qiu, H. and J. Zhang (1995), Determinants of tourist arrivals and expenditures in Canada. Journal of Travel Research, 34, 43-49. Pratt, S. (2015), The economic impact of tourism in SIDS, Annals of Tourism Research, 52, 148-160. Song, H. and S. F. Witt (2006), Forecasting International Tourist Flows to Macau. Tourism Management, 27(2), 214-224. Tang, C.F. and Tan, E.C. (2015), Does tourism effectively stimulate Malaysia’s economic growth?, Tourism Management, 46, 158-163. Thompson K., Eyden R.V., and Gupta R. (2015), Identifying an index of financial conditions for South Africa, Studies in Economics and Finance, 32(2), 256-274. The World Economic Forum (2015), The Travel & Tourism Competitiveness Report, 2015. UNWTO Annual Report (2015), World Tourism Organization, UNWTO / About / Annual Report / UNWTO Annual Report 2015. Witt, S.F. and C.A. Witt (1992), Modeling and forecasting demand in tourism, Academic Press, London. WTTC, @ WTTC 2016.