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Tourism, real output and real effective exchange rate in Malaysia: a view from rolling sub-samples

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  • Tang, Chor Foon

Abstract

The objective of this study is to examine the tourism-growth nexus for Malaysia with the cointegration and Granger causality tests. This study covers the monthly data from January 1989 to May 2010. The Johansen’s cointegration and the residuals-based test for cointegration with regime shift consistently suggest that tourist arrivals, real output, and real effective exchange rate in Malaysia are cointegrated. In terms of Granger causality, this study finds different sources of causality. In the short run, real output and real effective exchange rate Granger-cause tourist arrivals, while tourists arrivals also Granger-cause real output and real effective exchange rate. In the long run, this study shows that all the variables are bi-directional causality. Moreover, we also extend the study to analyse the stability of causality between tourism and real output by using rolling regression procedure into the Granger causality test. Interestingly, the rolling Granger causality test demonstrates that the growth-led tourism hypothesis is valid and stable, while tourism-led growth hypothesis is valid and but unstable in particular after 2005. Although tourism contributes to economic growth, it is not a persistence source for long-term economic growth in Malaysia.

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  • Tang, Chor Foon, 2011. "Tourism, real output and real effective exchange rate in Malaysia: a view from rolling sub-samples," MPRA Paper 29379, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:29379
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    as
    1. Álvaro Matias & Peter Nijkamp & Manuela Sarmento (ed.), 2009. "Advances in Tourism Economics," Springer Books, Springer, number 978-3-7908-2124-6, December.
    2. Isabel Cortes-Jimenez & Manuela Pulina, 2006. "Tourism and Growth: Evidence for Spain and Italy," ERSA conference papers ersa06p128, European Regional Science Association.
    3. Aaltonen, J. & Östermark, R., 1997. "A rolling test of granger causality between the Finnish and Japanese security markets," Omega, Elsevier, vol. 25(6), pages 635-642, December.
    4. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    5. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    6. Hallam, David & Zanoli, Raffaele, 1993. "Error Correction Models and Agricultural Supply Response," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 20(2), pages 151-166.
    7. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    8. Schwert, G William, 2002. "Tests for Unit Roots: A Monte Carlo Investigation," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 5-17, January.
    9. Phillips, P.C.B., 1986. "Understanding spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 33(3), pages 311-340, December.
    10. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    11. Hjelm, Goran & Johansson, Martin W., 2005. "A Monte Carlo study on the pitfalls in determining deterministic components in cointegrating models," Journal of Macroeconomics, Elsevier, vol. 27(4), pages 691-703, December.
    12. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    13. Granger, Clive W J, 1996. "Can We Improve the Perceived Quality of Economic Forecasts?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 455-473, Sept.-Oct.
    14. Raj, Baldev, 1992. "International Evidence on Persistence in Output in the Presence of an Episodic Change," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(3), pages 281-293, July-Sept.
    15. Chang, Tsangyao & Nieh, Chien-Chung, 2004. "A note on testing the causal link between construction activity and economic growth in Taiwan," Journal of Asian Economics, Elsevier, vol. 15(3), pages 591-598, June.
    16. Jacint Balaguer & Manuel Cantavella-Jorda, 2002. "Tourism as a long-run economic growth factor: the Spanish case," Applied Economics, Taylor & Francis Journals, vol. 34(7), pages 877-884.
    17. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    18. Mamingi, Nlandu, 1996. "Aggregation over time, error correction models and Granger causality: A Monte Carlo investigation," Economics Letters, Elsevier, vol. 52(1), pages 7-14, July.
    19. Juan Gabriel Brida & Bibiana Lanzilotta & Stefania Lionetti & Wiston Adrián Risso, 2010. "Research Note: The Tourism-Led Growth Hypothesis for Uruguay," Tourism Economics, , vol. 16(3), pages 765-771, September.
    20. Chor Foon Tang, 2009. "How Stable is the Demand for Money in Malaysia? New Empirical Evidence from Rolling Regression," The IUP Journal of Monetary Economics, IUP Publications, vol. 0(3-4), pages 85-100, August.
    21. Chor Foon Tang, 2008. "Wagner’s Law versus Keynesian Hypothesis: New Evidence from Recursive Regression-Based Causality Approaches," The IUP Journal of Public Finance, IUP Publications, vol. 0(4), pages 29-38, November.
    22. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    23. Ramesh Durbarry, 2004. "Tourism and Economic Growth: The Case of Mauritius," Tourism Economics, , vol. 10(4), pages 389-401, December.
    24. Kremers, Jeroen J M & Ericsson, Neil R & Dolado, Juan J, 1992. "The Power of Cointegration Tests," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 325-348, August.
    25. Lee, Chien-Chiang & Chien, Mei-Se, 2008. "Structural breaks, tourism development, and economic growth: Evidence from Taiwan," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 77(4), pages 358-368.
    26. Robin L. Lumsdaine & David H. Papell, 1997. "Multiple Trend Breaks And The Unit-Root Hypothesis," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 212-218, May.
    27. Wai-Wah Cheung, Daniel & Wan-Sing Hung, Bill, 1998. "The international transmission of US, Eurodollar and Asian dollar interest rates: Some empirical evidence," Pacific-Basin Finance Journal, Elsevier, vol. 6(1-2), pages 77-86, May.
    28. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    29. Mansor H. Ibrahim & Hassanuddeen Aziz, 2003. "Macroeconomic variables and the Malaysian equity market: A view through rolling subsamples," Journal of Economic Studies, Emerald Group Publishing, vol. 30(1), pages 6-27, January.
    30. Hansen, Bruce E, 2002. "Tests for Parameter Instability in Regressions with I(1) Processes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 45-59, January.
    31. Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
    32. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    33. Muscatelli, Vito Antonio & Hurn, A Stan, 1992. "Cointegration and Dynamic Time Series Models," Journal of Economic Surveys, Wiley Blackwell, vol. 6(1), pages 1-43.
    34. M. Thea Sinclair, 1998. "Tourism and economic development: A survey," Journal of Development Studies, Taylor & Francis Journals, vol. 34(5), pages 1-51.
    35. Nikolaos Dritsakis, 2004. "Tourism as a Long-Run Economic Growth Factor: An Empirical Investigation for Greece Using Causality Analysis," Tourism Economics, , vol. 10(3), pages 305-316, September.
    36. Ben-David, Dan & Papell, David H., 1995. "The great wars, the great crash, and steady state growth: Some new evidence about an old stylized fact," Journal of Monetary Economics, Elsevier, vol. 36(3), pages 453-475, December.
    37. Chor Foon Tang, 2010. "The Money-prices Nexus for Malaysia: New Empirical Evidence from the Time-varying Cointegration and Causality Tests," Global Economic Review, Taylor & Francis Journals, vol. 39(4), pages 383-403.
    38. Tilak Abeysinghe & Tan Khay Boon, 1999. "Small sample estimation of a cointegrating vector: an empirical evaluation of six estimation techniques," Applied Economics Letters, Taylor & Francis Journals, vol. 6(10), pages 645-648.
    39. Swanson, Norman R., 1998. "Money and output viewed through a rolling window," Journal of Monetary Economics, Elsevier, vol. 41(3), pages 455-474, May.
    40. Lau, Evan & Oh, Swee-Ling & Hu, Sing-Sing, 2008. "Tourist Arrivals And Economic Growth In Sarawak," MPRA Paper 9888, University Library of Munich, Germany.
    41. Gregory, Allan W & Hansen, Bruce E, 1996. "Tests for Cointegration in Models with Regime and Trend Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 555-560, August.
    42. Nijkamp, Peter & Mills, Edwin S., 1987. "Advances in regional economics," Handbook of Regional and Urban Economics, in: P. Nijkamp (ed.), Handbook of Regional and Urban Economics, edition 1, volume 1, chapter 1, pages 1-17, Elsevier.
    43. Tsangyao Chang & Wenshwo Fang & Li-Fang Wen, 2001. "Energy consumption, employment, output, and temporal causality: evidence from Taiwan based on cointegration and error-correction modelling techniques," Applied Economics, Taylor & Francis Journals, vol. 33(8), pages 1045-1056.
    44. Lutkepohl, Helmut, 1982. "Non-causality due to omitted variables," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 367-378, August.
    45. Fatai, K & Oxley, Les & Scrimgeour, F.G, 2004. "Modelling the causal relationship between energy consumption and GDP in New Zealand, Australia, India, Indonesia, The Philippines and Thailand," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 64(3), pages 431-445.
    46. Lokman Gunduz & Abdulnasser Hatemi-J, 2005. "Is the tourism-led growth hypothesis valid for Turkey?," Applied Economics Letters, Taylor & Francis Journals, vol. 12(8), pages 499-504.
    47. Norsiah Kadir & Mohd Zaini Abd Karim, 2009. "Demand for Tourism in Malaysia by UK and US Tourists: A Cointegration and Error Correction Model Approach," Springer Books, in: Álvaro Matias & Peter Nijkamp & Manuela Sarmento (ed.), Advances in Tourism Economics, chapter 0, pages 51-70, Springer.
    48. Thoma, Mark A., 1994. "Subsample instability and asymmetries in money-income causality," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 279-306.
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    1. Bahman Huseynli, 2024. "The Effect of Tourism Revenues and Inflation on Economic Growth in Balkan Countries," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 1, pages 150-165.
    2. Cheam Chai Li & Rosli Mahmood & Hussin Abdullah & Ong Soon Chuan, 2013. "Economic Growth, Tourism and Selected Macroeconomic Variables: A Triangular Causal Relationship in Malaysia," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 7(2), pages 185-206, May.
    3. Osinubi, Tolulope Temilola & Osinubi , Olufemi Bankole, 2020. "Inclusive Growth in Tourism-led Growth Hypothesis: Evidence from Nigeria," African Journal of Economic Review, African Journal of Economic Review, vol. 8(2), July.
    4. Hasan Murat Ertugrul & Fatih Mangir, 2015. "The tourism-led growth hypothesis: empirical evidence from Turkey," Current Issues in Tourism, Taylor & Francis Journals, vol. 18(7), pages 633-646, July.
    5. Kubickova Marketa, 2016. "The Role of Government in Tourism: Linking Competitiveness, Freedom, and Developing Economies," Czech Journal of Tourism, Sciendo, vol. 5(2), pages 73-92, December.
    6. Shahbaz, Muhammad & Kumar, Ronald Ravinesh & Ivanov, Stanislav & Loganathan, Nanthakumar, 2015. "Nexus between Tourism demand and output per capita with relative importance of trade and financial development: A study of Malaysia," MPRA Paper 67226, University Library of Munich, Germany, revised 11 Oct 2015.
    7. Salah Eddine Sari Hassoun & Khayereddine Salim Adda & Asma Hadjira Sebbane, 2021. "Examining the connection among national tourism expenditure and economic growth in Algeria," Future Business Journal, Springer, vol. 7(1), pages 1-9, December.
    8. Ladson Pires Andrade & Hassane Mahamad Velonjara, 2020. "The Impact of Tourism on Economic Growth: A Panel Co-integration from the Community of Portuguese-speaking Countries (CPLP)," Business and Economic Research, Macrothink Institute, vol. 10(3), pages 281-291, September.
    9. Muhammad Shahbaz & Ronald Ravinesh Kumar & Stanislav Ivanov & Nanthakumar Loganathan, 2017. "The nexus between tourism demand and output per capita with the relative importance of trade openness and financial development," Tourism Economics, , vol. 23(1), pages 168-186, February.
    10. Nino Fonseca & Marcelino Sánchez-Rivero, 2020. "Significance bias in the tourism-led growth literature," Tourism Economics, , vol. 26(1), pages 137-154, February.

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    More about this item

    Keywords

    tourism-led growth hypothesis; Malaysia; rolling regression;
    All these keywords.

    JEL classification:

    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

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