Soh, Ann-Ni and Puah, Chin-Hong and Jong, Meng-Chang (2022): Macroeconomic Determinants of Tourism Demand in Malaysia: A Markov Switching Regression Approach. Published in:
Preview |
PDF
MPRA_paper_115617.pdf Download (512kB) | Preview |
Abstract
A wave of studies has always surrounded the nexus of tourism development and economic growth in a nation. An assessment is provided in this study to examine the Malaysian tourism market dynamics. A series of macroeconomic variables has been utilised to model tourism demand and examine causal linkages among tourism and economic growth. Spanning from 2000 till 2018 on a monthly basis, the Markov regime switching regression provides an overview of tourism market performance and potential influences during recession and expansion periods of the Malaysian tourism cycle. Notably, the results present a reference chronology of the crises happening over the past two decades, the Granger causality of the variables, and different behavioural changes of the variables as well for both recession and expansion periods. Significant relationships have been revealed in this study that suggest that overall international tourism can drive economic growth and vice versa.
Item Type: | MPRA Paper |
---|---|
Original Title: | Macroeconomic Determinants of Tourism Demand in Malaysia: A Markov Switching Regression Approach |
Language: | English |
Keywords: | Markov switching regression, sustainable development goals, Granger causality, tourism-led growth hypothesis, R language |
Subjects: | O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O11 - Macroeconomic Analyses of Economic Development O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity |
Item ID: | 115617 |
Depositing User: | Dr Chin-Hong Puah |
Date Deposited: | 15 Dec 2022 19:32 |
Last Modified: | 15 Dec 2022 19:32 |
References: | Brida, J. G., Cortes-Jimenez, I., & Pulina, M. (2016). Has the tourism-led growth hypothesis been validated? A literature review. Current Issues in Tourism, 19(5), 394-430. https://doi.org/10.1080/13683500.2013.868414 Gunduz, L., & Hatemi-J, A. (2005). Is the tourism-led growth hypothesis valid for Turkey? Applied Economics Letters, 12(8), 499-504. https://doi.org/10.1080/13504850500109865 Hamilton, J. D. (1989). A new approach to the economic analysis of nonstationary time-series and the business cycle. Econometrica, 57(2), 357-384. https://doi.org/10.2307/1912559 Hamilton, J. D. (1990). Analysis of time series subject to changes in regime. Journal of Econometrics, 45, 39-70. https://doi.org/10.1016/0304-4076(90)90093-9 Jong, M. C., Puah, C. H., & Arip, M. A. (2020). Modelling tourism demand: An augmented gravity model. Jurnal Ekonomi Malaysia, 54(2), 105-112. https://doi.org/10.17576/JEM-2020-5402-09 Jong, M. C., Puah, C. H., & Soh, A. N. (2021). The impact of COVID-19 pandemic and commodities prices on Booking. com share price. Advances in Science, Technology and Engineering Systems Journal, 6(2), 185-189. https://doi.org/10.25046/aj060221 Jong, M. C., Soh, A. N., & Puah, C. H. (2022). Tourism Sustainability: Climate Change and Carbon Dioxide Emissions in South Africa. International Journal of Energy Economics and Policy, 12(6), 412-417. https://doi.org/10.32479/ijeep.13662' Kadir, N., & Karim, A. M. Z. (2009). Demand for tourism in Malaysia by UK and US tourists: A cointegration and error correction model. In Matias, A., Nijkamp, P., Sarmento, M. (eds.) Advances in Tourism Economics. Heidelberg, Germany: Physica-Verlag. https://doi.org/10.1007/978-3-7908-2124-6_4 Kadir, N., & Karim, A. M. Z. (2012). Tourism and economic growth in Malaysia: Evidence from tourist arrivals from Asean-S countries. Economic Research - Ekonomska Istraživanja, 25(4), 1089-1100. https://hrcak.srce.hr/97045 Kumar, R. R. (2014). Exploring the nexus between tourism, remittances and growth in Kenya. Quality and Quantity, 48(3), 1573-1588. https://doi.org/10.1007/s11135-013-9853-1 Latiff, A. R. A., Mohd, S., & Daud, L. (2020). The economic contribution of tourism in Malaysia: Input-output approach. International Journal of Business and Economy, 2(4), 1-12. Lee, C. G. (2021). Tourism‐led growth hypothesis: International tourism versus domestic tourism‐Evidence from China. International Journal of Tourism Research, 23(5), 881-890. https://doi.org/10.1002/jtr.2450 Lee, H. S., Lee, S. Y., & Har, W. M. (2020). Roles of institutional quality on the relationship between tourism and economic development in Malaysia. Journal of Environmental Treatment Techniques, 8(1), 119-124. Mazumder, M. N. H., Ahmed, E. M., & Al-Amin, A. Q. (2009). Does tourism contribute significantly to the Malaysian economy? Multiplier analysis using I-O technique. International Journal of Business and Management, 4(7), 146-159. https://doi.org/10.5539/ijbm.v4n7p146 Odeleye, A. T., Akam, D. U., Adeyeri, O. J., & Raza, S. S. A. (2022). Validity of tourism-led growth hypothesis in Asia: New insight from a heterogeneous income group analysis. International Journal of Tourism Policy, 12(1), 44-69. Payne, J. E., & Mervar, A. (2010). The tourism-growth nexus in Croatia. Tourism Economics, 19, 1089-1094. https://doi.org/10.5367/te.2010.0014 Perles, J. Ramon, A., Sevilla, M., & Rubia, A. (2014). The effects of economic crises on tourism success: An integrated model. Tourism Economics, 22(2), 417-447. https://doi.org/10.5367/te.2014.0428 Perles, J., Ramon, A., & Rubia, A. (2015). Economic crises and tourism competitiveness: A Markov switching regression approach. Economics Bulletin, 35(3), 1906-1915. http://hdl.handle.net/10045/49512 Puah, C. H., Thien, F. T., Arip, M. A., & Chin, M. Y. (2019). Modelling a tourism demand in Vietnam. International Journal of Economics and Management, 13(2), 319-329. http://www.ijem.upm.edu.my/vol13no2.htm Salleh, N. H. M., Law, S. H., Ramachandran, S., Shuib, A., & Noor, Z. M. (2008). Asian tourism demand for Malaysia: A bound test approach. Contemporary Management Research, 4(4), 351-368. https://doi.org/10.7903/cmr.1178 Soh, A. N., Chong, M. T., & Puah, C. H. (2021a). A novel look at Thailand's tourism from a tourism composite index. International Journal of Tourism Policy, 11(4), 401-415. https://doi.org/10.1504/IJTP.2021.119106 Soh, A. N., Jong, M. C., Puah, C. H., & Arip, M. A. (2021b). Assessing the dynamic relationship of stock market, international trade and economic growth: Empirical evidence from wavelet analysis. Advances in Business Related Scientific Research Journal, 12(1), 1-11. https://www.absrc.org/publications/absrj-2021-volume-12-number-1-soh/ Soh, A. N., Puah, C. H., & Arip, M. A. (2019a). Construction of tourism cycle indicator: A signalling tool for tourism market dynamics. Electronic Journal of Applied Statistical Analysis, 12(2), 477-490. https://doi.org/10.1285/i20705948v12n2p477 Soh, A. N., Puah, C. H., & Arip, M. A. (2019b). Forecasting tourism demand with composite indicator approach for Fiji. Business and Economic Research, 12(2), 477-490. https://doi.org/10.5296/ber.v9i4.15502 Soh, A. N., Puah, C. H., & Arip, M. A. (2020). Tourism forecasting and tackling fluctuating patterns: A composite leading indicator approach. Studies in Business and Economics, 15(2), 192-204. https://doi.org/10.2478/sbe-2020-0034 Soh, A. N., Puah, C. H., Arip, M. A., & Kuek, T. H. (2019c). Oil price and Fijian tourism cycle: A Markov regime-switching model. International Journal of Energy Economics and Policy, 9(6), 1-5. https://doi.org/10.32479/ijeep.8087 Tang, C. F., & Abosedra, S. (2014). The impacts of tourism, energy consumption and political instability on economic growth in the MENA countries. Energy Policy, 68(C), 458-464. https://doi.org/10.1016/j.enpol.2014.01.004 Tang, C. F., & Tan, E. C. (2015). Tourism-led growth hypothesis in Malaysia: Evidence based upon regime shift cointegration and time-varying Granger causality techniques. Asia Pacific Journal of Tourism Research, 20(1), 1430-1450. https://doi.org/10.1080/10941665.2014.998247 Terasvita, T., Tjostheim, D., & Granger, C. (2010). Modelling nonlinear economic time series: Advanced text in econometric. New York, NY: Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199587148.001.0001 Tourism Malaysia. (2021). Malaysia tourism statistics in brief. https://www.tourism.gov.my/statistics United Nations. (2022). The 17 goals - Sustainable development goals. https://sdgs.un.org/goals Yap, S. A. Y., Ayob, N., & Puah, C. H. (2020). Event tourism demand and selected macroeconomic variables: An econometrics view of the long-run and short-run relationships. International Journal of Business and Society, 21(1), 183-196. https://doi.org/10.33736/ijbs.3246.2020 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/115617 |