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Nonlinear and time-varying growth-tourism causality

Author

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  • Wu, Po-Chin
  • Liu, Shiao-Yen
  • Hsiao, Juei-Ming
  • Huang, Tsai-Yuan

Abstract

This paper develops a panel smooth transition vector error correction model to investigate the economic growth-tourism causality. This model simultaneously resolves the estimation problems of nonlinearity, heterogeneity and endogeneity. Empirical results support that the causality is bi-directional, nonlinear, time- and country-varying in both the long run and short run. The real interest rate causes threshold effects on the link between growth and tourism. High levels of real interest rates lead to a longer time for the growth and tourism to return back to their long run equilibrium values; however, they strengthen the positive contribution from one of the variables to the other variable in the short run. Macroeconomic environment and policy are key factors that influence the threshold effects.

Suggested Citation

  • Wu, Po-Chin & Liu, Shiao-Yen & Hsiao, Juei-Ming & Huang, Tsai-Yuan, 2016. "Nonlinear and time-varying growth-tourism causality," Annals of Tourism Research, Elsevier, vol. 59(C), pages 45-59.
    • Handle: RePEc:eee:anture:v:59:y:2016:i:c:p:45-59
    DOI: 10.1016/j.annals.2016.04.005
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    as
    1. Chatziantoniou, Ioannis & Filis, George & Eeckels, Bruno & Apostolakis, Alexandros, 2013. "Oil prices, tourism income and economic growth: A structural VAR approach for European Mediterranean countries," Tourism Management, Elsevier, vol. 36(C), pages 331-341.
    2. Binder, Michael & Hsiao, Cheng & Pesaran, M. Hashem, 2005. "Estimation And Inference In Short Panel Vector Autoregressions With Unit Roots And Cointegration," Econometric Theory, Cambridge University Press, vol. 21(4), pages 795-837, August.
    3. 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.
    4. Dick van Dijk & Timo Terasvirta & Philip Hans Franses, 2002. "Smooth Transition Autoregressive Models — A Survey Of Recent Developments," Econometric Reviews, Taylor & Francis Journals, vol. 21(1), pages 1-47.
    5. Chia-Lin Chang & Thanchanok Khamkaew & Michael McAleer, 2012. "IV Estimation of a Panel Threshold Model of Tourism Specialization and Economic Development," Tourism Economics, , vol. 18(1), pages 5-41, February.
    6. Bruce E. Hansen & Ananth Seshadri, 2014. "Uncovering the Relationship between Real Interest Rates and Economic Growth," Working Papers wp303, University of Michigan, Michigan Retirement Research Center.
    7. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    8. Chaboud, Alain P. & Wright, Jonathan H., 2005. "Uncovered interest parity: it works, but not for long," Journal of International Economics, Elsevier, vol. 66(2), pages 349-362, July.
    9. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    10. Fouquau, Julien & Hurlin, Christophe & Rabaud, Isabelle, 2008. "The Feldstein-Horioka puzzle: A panel smooth transition regression approach," Economic Modelling, Elsevier, vol. 25(2), pages 284-299, March.
    11. Po, Wan-Chen & Huang, Bwo-Nung, 2008. "Tourism development and economic growth–a nonlinear approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(22), pages 5535-5542.
    12. Andrew Phiri, 2016. "Tourism and Economic Growth in South Africa: Evidence from Linear and Nonlinear Cointegration Frameworks," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 14(1 (Spring), pages 31-53.
    13. Barro, Robert J & Becker, Gary S, 1989. "Fertility Choice in a Model of Economic Growth," Econometrica, Econometric Society, vol. 57(2), pages 481-501, March.
    14. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    15. Raphael Espinoza & Fabio Fornari & Marco J. Lombardi, 2012. "The Role of Financial Variables in predicting economic activity," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 31(1), pages 15-46, January.
    16. Peersman, Gert & Van Robays, Ine, 2012. "Cross-country differences in the effects of oil shocks," Energy Economics, Elsevier, vol. 34(5), pages 1532-1547.
    17. Lombardi, Marco J. & Van Robays, Ine, 2011. "Do financial investors destabilize the oil price?," Working Paper Series 1346, European Central Bank.
    18. 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.
    19. Po-Chin Wu & Shiao-Yen Liu & Sheng-Chieh Pan, 2014. "Does Misery Index Matter for the Persistence of Health Spending? Evidence from OECD Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(2), pages 893-910, September.
    20. Sheng-Chieh Pan & Shiao-Yen Liu & Po-Chin Wu, 2014. "Re-Testing the Tourism-Led Growth Hypothesis Using Panel Smooth Transition Regression Models," Tourism Economics, , vol. 20(1), pages 39-50, February.
    21. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    22. Edgar J Sanchez Carrera & W. Adrian Risso & Juan Gabriel Brida, 2008. "Tourism's Impact on Long-Run Mexican Economic Growth," Economics Bulletin, AccessEcon, vol. 3(21), pages 1-8.
    23. Abdul Aziz FaridSaymeh & Marwan Mohammad Abu Orabi, 2013. "The Effect of Interest Rate, Inflation Rate, GDP, on Real Economic Growth Rate in Jordan," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(3), pages 341-354, March.
    24. Arslanturk, Yalcin & Balcilar, Mehmet & Ozdemir, Zeynel Abidin, 2011. "Time-varying linkages between tourism receipts and economic growth in a small open economy," Economic Modelling, Elsevier, vol. 28(1), pages 664-671.
    25. World Bank, 2014. "World Development Indicators 2014," World Bank Publications - Books, The World Bank Group, number 18237.
    26. 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.
    27. World Bank, 2015. "World Development Indicators 2015," World Bank Publications - Books, The World Bank Group, number 21634.
    28. repec:ebl:ecbull:v:3:y:2008:i:21:p:1-8 is not listed on IDEAS
    29. Dierk Herzer & Michael Grimm, 2012. "Does foreign aid increase private investment? Evidence from panel cointegration," Applied Economics, Taylor & Francis Journals, vol. 44(20), pages 2537-2550, July.
    30. Yu-Shan Wang, 2012. "Research Note: Threshold Effects on Development of Tourism and Economic Growth," Tourism Economics, , vol. 18(5), pages 1135-1141, October.
    31. Nikolaos Dritsakis, 2012. "Tourism Development and Economic Growth in Seven Mediterranean Countries: A Panel Data Approach," Tourism Economics, , vol. 18(4), pages 801-816, August.
    32. Wu, Po-Chin & Liu, Shiao-Yen & Pan, Sheng-Chieh, 2013. "Nonlinear bilateral trade balance-fundamentals nexus: A panel smooth transition regression approach," International Review of Economics & Finance, Elsevier, vol. 27(C), pages 318-329.
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    9. Chien-Chiang Lee & Godwin O Olasehinde-Williams & Ifedolapo Olabisi Olanipekun, 2022. "GDP volatility implication of tourism volatility in South Africa: A time-varying approach," Tourism Economics, , vol. 28(2), pages 435-450, March.
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