Abstract
Tourism plays an important role in the development of Cook Islands. In this paper we examine the nexus between tourism and growth using quarterly data over the period 2009Q1–2014Q2 using the recently upgraded ARDL bounds test to cointegration tool, Microfit 5.01, which provides sample adjusted bounds and hence is more reliable for small sample size studies. We perform the cointegration using the ARDL bounds test and examine the direction of causality. Using visitor arrival and output in per capita terms as respective proxy for tourism development and growth, we examine the long-run association and report the elasticity coefficient of tourism and causality nexus, accordingly. Using unit root break tests, we note that 2011Q1 and 2011Q2 are two structural break periods in the output series. However, we note that this period is not statistically significant in the ARDL model and hence excluded from the estimation. Subsequently, the regression results show the two series are cointegrated. The long-run elasticity coefficient of tourism is estimated to be 0.83 and the short-run is 0.73. A bidirectional causality between tourism and income is noted for Cook Islands which indicates that tourism development and income mutually reinforce each other. In light of this, socio-economic policies need to focus on broad-based, inclusive and income-generating tourism development projects which are expected to have feedback effect.
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Notes
The sectoral numbers are based on the national account statistics of Statistics of Cook Islands in 2013 and authors’ own calculations. We use data from 2013 national account for discussion from here on. http://www.mfem.gov.ck/mfemdocs/stats/statistical-series/national-accounts/764-quarterly-gdp-june-2014-tables.
At best the break tests picked up the major event in Cook Island. However, in the presence of small sample size, it is usual that break period dummy tend to be not statistically significant and inclusion of it can distort the cointegration coefficients and diagnostic test results (Kumar et al. 2015a, b).
Given the relatively high tourism elasticity coefficient, tourism in Cook Islands can be regards as a super luxury good. Moreover, a relatively high visitor elasticity coefficient is expected for Cook Islands since it is an ideal destination for tourists (sea, sand and sunshine).
Rao and Takirua (2010) highlight similar issues in Kiribati, which is a small island economy.
References
Balaguer, J., & Cantavella-Jordà, M. (2002). Tourism as a long-run economic growth factor: The Spanish case. Applied Economics, 34(7), 877–884.
Boniface, B., & Cooper, C. (2005). Worldwide destinations casebook: The geography of travel and tourism. London: Elsevier.
Brida, J. G., Carrera, E. S., & Risso, W. A. (2008). Tourism’s impact on long-run Mexican economic growth. Economics Bulletin, 23(21), 1–8.
Brida, J. G., Lanzilotta, B., Lionetti, S., & Risso, W. A. (2010). The tourism-led growth hypothesis for Uruguay. Tourism Economics, 16(3), 765–771.
Brida, J. G., & Risso, W. A. (2009). Tourism as a factor of long-run economic growth: An empirical analysis for Chile. European Journal of Tourism Research, 2(2), 178–185.
Brida, J. G., Risso, W. A., Aguirre, Z. S., Such, M. J., & Pereyra, J. S. (2009). Turismo y crecimiento económico: un análisis empírico de Colombia. Estudios y Perspectivas en Turismo, 18(1), 21–35.
Cheung, Y. W., & Lai, K. S. (1995). Lag order and critical values of a modified Dickey–Fuller test. Journal of Business & Economic Statistics, 33(3), 277–280.
Cortez-Jimenez, I., & Paulina, M. (2006). A further step into the ELGH and TLGH for Spain and Italy. Fondazione Eni Enrico Mattei Working Paper Series, Nota di Lavoro 118-2006.
Croes, R., & Vanegas, M. (2005). An econometric study of tourist arrivals in Aruba and its implications. Tourism Management, 26(6), 879–890.
Dritsakis, N. (2004a). Tourism as a long-run economic growth factor: An empirical investigation for Greece using causality analysis. Tourism Economics, 10(3), 305–316.
Dritsakis, N. (2004b). Cointegration analysis of German and British tourism demand for Greece. Tourism Management, 25(1), 111–119.
Durbarry, R. (2004). Tourism and economic growth: the case of Mauritius. Tourism Economics, 10(4), 389–401.
Fayissa, B., Nsiah, C., & Tadasse, B. (2008). Impact of tourism on economic growth and development in Africa. Tourism Economics, 14(4), 807–818.
Gardella, R., & Aguayo, E. (2002). Impacto Economico del Turismo en el Mercosur y Chile. Estudios Economicos de Desarrollo Internacional. AEEADE, 2(1), 27–49.
Ghatak, S., & Siddiki, J. (2001). The use of ARDL approach in estimating virtual exchange rates in India. Journal of Applied Statistics, 28(5), 573–583.
Kim, H. J., Chen, M.-H., & Jang, S. S. (2006). Tourism expansion and economic development: The case of Taiwan. Tourism Management, 27(5), 925–933.
Kumar, R. R. (2014a). Exploring the role of technology, tourism and financial development: An empirical study of Vietnam. Quality & Quantity, 48(5), 2881–2898.
Kumar, R. R. (2014b). Exploring the nexus between tourism, remittances and growth in Kenya. Quality & Quantity, 48(3), 1573–1588.
Kumar, R. R., & Kumar, R. (2012). Exploring the nexus between information and communications technology, tourism and growth in Fiji. Tourism Economics, 18(2), 359–371.
Kumar, R. R., Loganathan, N., Patel, A., & Kumar, R. D. (2015a). Nexus between tourism earnings and economic growth: A study of Malaysia. Quality & Quantity, 49(3), 1101–1120.
Kumar, R. R., Stauvermann, P. J., & Patel, A. (2015b). Nexus between electricity consumption and economic growth: A study of Gibraltar. Economic Change and Restructuring, 48(2), 119–135.
Kwiatkowski, D., Phillips, P. C. B., Schmidt, P., & Shin, Y. (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, 54(1–3), 159–178.
Lee, C. C., & Chang, C. P. (2008). Tourism development and economic growth: A closer look at panels. Tourism Management, 29(1), 180–192.
Li, G., Wong, K. F., Song, H., & Witt, S. F. (2006). Tourism demand forecasting: A time varying parameter error correction model. Journal of Travel Research, 45(2), 175–185.
Lim, C. (2004). The major determinants of Korean outbound travel to Australia. Mathematics and Computers in Simulation, 64(3–4), 477–485.
Lim, C., McAleer, M., & Min, J. (2008a). ARMAX modelling of international tourism demand. Mathematics and Computers in Simulation, 79(9), 2879–2888.
Lim, C., Min, J., & McAleer, M. (2008b). Modelling income effects on long and short haul international travel from Japan. Tourism Management, 29(6), 1099–1109.
Mackinnon, J. G. (1996). Numerical distribution functions for unit root and cointegration tests. Journal of Applied Econometrics, 11(6), 601–618.
Mervar, A., & Payne, J. E. (2007). Analysis of foreign tourism demand for Croatian destinations: Long-run elasticity estimates. Tourism Economics, 13(3), 407–420.
Munoz, T. G. (2007). German demand for tourism in Spain. Tourism Management, 28(1), 12–22.
Narayan, P. K. (2005). The saving and investment nexus for China: Evidence from cointegration tests. Applied Economics, 37(17), 1979–1990.
Nayaran, P. K., Nayaran, S., Prasad, A., & Prasad, B. C. (2010). Tourism, and economic growth: A panel data analysis for Pacific Island countries. Tourism Economics, 16(1), 169–183.
Nowak, J.-J., Sahli, M., & Cortés-Jiménez, I. (2007). Tourism, capital good imports and economic growth: Theory and evidence for Spain. Tourism Economics, 13(4), 515–536.
Ouerfelli, C. (2008). Co-integration analysis of quarterly European tourism demand in Tunisia. Tourism Management, 29(1), 127–137.
Payne, J. E., & Merver, A. (2010). The tourism-growth nexus in Croatia. Tourism Economics, 16(4), 1089–1094.
Perron, P. (1997). Further evidence on breaking trend functions in macroeconomic variables. Journal of Econometrics, 80(2), 355–385.
Pesaran, B., & Pesaran, H. M. (1999). Microfit 4.1 interactive econometric analysis. Oxford: Oxford University Press.
Pesaran, B., & Pesaran, H. M. (2009). Time series econometrics using Microfit 5.01. Oxford: Oxford University Press.
Pesaran, M. H., Shin, Y., & Smith, R. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289–326.
Proença, S., & Soukiazis, E. (2008). Tourism as an alternative source of regional growth in Portugal: A panel data analysis at NUTS II and III levels. Portuguese Economic Journal, 7(1), 43–61.
Rao, B. B., & Takirua, T. (2010). The effects of exports, aid and remittances on output: The case of Kiribati. Applied Economics, 42(11), 1387–1396.
Seetanah, B. (2011). Assessing the dynamic economic impact of tourism for Island economies. Annals of Tourism Research, 38(1), 291–308.
Sephton, P. S. (1995). Response surface estimates of the KPSS stationary test. Economics Letters, 47(3–4), 255–261.
Sheldon, P. (1997). Tourism information technologies. Oxford: CAB.
Song, H., Kim, J. H., & Yang, S. (2010). Confidence intervals for tourism demand elasticity. Annals of Tourism Research, 37(2), 377–396.
Song, H., Wong, K. K. F., & Chon, K. K. S. (2003). Modeling and forecasting the demand for Hong Kong tourism. International Hospitality Management, 22(2), 435–455.
Song, H., & Wong, K. K. F. (2003). Tourism demand modeling: A time-varying parameter approach. Journal of Travel Research, 42(1), 57–64.
Tang, C. F., & Abosedra, S. (2014). Small sample evidence on the tourism-led growth hypothesis in Lebanon. Current Issues in Tourism, 17(3), 234–246.
Tang, C. F., & Tan, E. C. (2015a). Does tourism effectively stimulate Malaysia’s economic growth? Tourism Management, 46, 158–163.
Tang, C. F., & Tan, E. C. (2015b). Tourism-led growth hypothesis in Malaysia: Evidence based upon regime shift cointegration and time-varying Granger causality techniques. Asia Pacific Journal of Tourism Research,. doi:10.1080/10941665.2014.998247.
Toda, H. Y., & Yamamoto, T. (1995). Statistical inferences in vector autoregression with possibly integrated processes. Journal of Econometrics, 66(1–2), 225–250.
World Tourism Organization. (2014). UNWTO Annual Report 2013. http://dtxtq4w60xqpw.cloudfront.net/sites/all/files/pdf/unwto_annual_report_2013_0.pdf
Zivot, E., & Andrews, D. W. K. (1992). Further evidence on the great crash, the oil-price, and the unit-root hypothesis. Journal of Business and Economic Statistics, 10(3), 251–270.
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Kumar, R.R., Stauvermann, P.J., Patel, A. et al. Exploring the Nexus Between Tourism and Output in Cook Islands: An ARDL Bounds Approach. Soc Indic Res 128, 1085–1101 (2016). https://doi.org/10.1007/s11205-015-1070-y
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DOI: https://doi.org/10.1007/s11205-015-1070-y