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Is the tourism–growth relationship asymmetric in the Cook Islands? Evidence from NARDL cointegration and causality tests

Author

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  • Nikeel Kumar

    (The University of the South Pacific, Fiji)

  • Ronald Ravinesh Kumar

    (The University of the South Pacific, Fiji; University of Leicester; University of York, UK
    Ton Duc Thang University, Vietnam)

  • Radika Kumar

    (The University of the South Pacific, Fiji; The Commonwealth, UK)

  • Peter Josef Stauvermann

    (Changwon National University, South Korea)

Abstract

We examine whether tourism sector development measured by visitor arrivals per capita has asymmetric growth effects in the Cook Islands using quarterly data from 2010Q1 to 2016Q3. Asymmetric cointegration, long-run elasticities, and dynamic multipliers are estimated using the nonlinear autoregressive distributed lag model developed by Shin et al. Asymmetric causality testing is done using the asymmetric vector autoregression approach with insights from Hatemi-J. We identify structural breaks using the Lee and Strazicich multiple endogenous structural break unit root test. The results indicate that a 1% increase in visitor arrivals would increase gross domestic product (GDP) per capita by 0.92%, whereas a 1% decrease in visitor arrivals would decrease GDP per capita by 0.34%. The identified breaks, 2013Q2 and 2015Q3, are positive and significant in the short run only. The causality result confirms a bidirectional association, thus mutually reinforcing the asymmetric relationship between visitor arrivals and economic growth.

Suggested Citation

  • Nikeel Kumar & Ronald Ravinesh Kumar & Radika Kumar & Peter Josef Stauvermann, 2020. "Is the tourism–growth relationship asymmetric in the Cook Islands? Evidence from NARDL cointegration and causality tests," Tourism Economics, , vol. 26(4), pages 658-681, June.
  • Handle: RePEc:sae:toueco:v:26:y:2020:i:4:p:658-681
    DOI: 10.1177/1354816619859712
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Carrion-i-Silvestre, Josep Lluís & Kim, Dukpa & Perron, Pierre, 2009. "Gls-Based Unit Root Tests With Multiple Structural Breaks Under Both The Null And The Alternative Hypotheses," Econometric Theory, Cambridge University Press, vol. 25(6), pages 1754-1792, December.
    3. Chi‐Chur Chao & Bharat R. Hazari & Jean‐Pierre Laffargue & Pasquale M. Sgro & Eden S. H. Yu, 2006. "Tourism, Dutch Disease And Welfare In An Open Dynamic Economy," The Japanese Economic Review, Japanese Economic Association, vol. 57(4), pages 501-515, December.
    4. Balke, Nathan S & Fomby, Thomas B, 1997. "Threshold Cointegration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(3), pages 627-645, August.
    5. 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.
    6. Chi‐Chur Chao & Bharat R. Hazari & Jean‐Pierre Laffargue & Pasquale M. Sgro & Eden S. H. Yu, 2006. "Tourism, Dutch Disease And Welfare In An Open Dynamic Economy," The Japanese Economic Review, Japanese Economic Association, vol. 57(4), pages 501-515, December.
    7. Ramesh Durbarry, 2004. "Tourism and Economic Growth: The Case of Mauritius," Tourism Economics, , vol. 10(4), pages 389-401, December.
    8. Ronald Ravinesh Kumar & Peter Josef Stauvermann & Arvind Patel & Nikeel Kumar & Selvin Prasad, 2016. "Exploring the Nexus Between Tourism and Output in Cook Islands: An ARDL Bounds Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(3), pages 1085-1101, September.
    9. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    10. Mohammad Jaforullah, 2015. "International tourism and economic growth in New Zealand," Working Papers 1502, University of Otago, Department of Economics, revised Apr 2015.
    11. Lee, Jung Wan & Brahmasrene, Tantatape, 2013. "Investigating the influence of tourism on economic growth and carbon emissions: Evidence from panel analysis of the European Union," Tourism Management, Elsevier, vol. 38(C), pages 69-76.
    12. Holzner, Mario, 2011. "Tourism and economic development: The beach disease?," Tourism Management, Elsevier, vol. 32(4), pages 922-933.
    13. Perron, Pierre, 1997. "Further evidence on breaking trend functions in macroeconomic variables," Journal of Econometrics, Elsevier, vol. 80(2), pages 355-385, October.
    14. Paresh Kumar Narayan, 2004. "Economic Impact of Tourism on Fiji's Economy: Empirical Evidence from the Computable General Equilibrium Model," Tourism Economics, , vol. 10(4), pages 419-433, December.
    15. Brida, Juan Gabriel & Pereyra, Juan S. & Risso, Wiston Adrián & Devesa, María Jesús Such & Aguirre, Sandra Zapata, 2008. "The Tourism-led Growth Hypothesis: Empirical Evidence from Colombia," MPRA Paper 25286, University Library of Munich, Germany, revised 19 Mar 2009.
    16. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 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, Elsevier, vol. 54(1-3), pages 159-178.
    17. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    18. Kapetanios, George & Shin, Yongcheol & Snell, Andy, 2006. "Testing For Cointegration In Nonlinear Smooth Transition Error Correction Models," Econometric Theory, Cambridge University Press, vol. 22(2), pages 279-303, April.
    19. 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.
    20. Jean-Jacques Nowak & Mondher Sahli & Isabel Cortés-Jiménez, 2007. "Tourism, Capital Good Imports and Economic Growth: Theory and Evidence for Spain," Tourism Economics, , vol. 13(4), pages 515-536, December.
    21. Paresh Kumar Narayan & Seema Narayan & Arti Prasad & Biman Chand Prasad, 2010. "Tourism and Economic Growth: A Panel Data Analysis for Pacific Island Countries," Tourism Economics, , vol. 16(1), pages 169-183, March.
    22. Isabel Cortés_Jiménez & Manuela Pulina, 2006. "A further step into the ELGH and TLGH for Spain and Italy," Working Papers 2006.118, Fondazione Eni Enrico Mattei.
    23. Muhammad Ahad & Adeel Ahmad Dar, 2017. "Modelling the asymmetric impact of defence spending on economic growth," Journal of Economic and Administrative Sciences, Emerald Group Publishing Limited, vol. 33(2), pages 131-149, November.
    24. 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.
    25. Ronald Ravinesh Kumar & Peter Josef Stauvermann & Nikeel N. Kumar & Syed Jawad Hussain Shahzad, 2018. "Revisiting the threshold effect of remittances on total factor productivity growth in South Asia: a study of Bangladesh and India," Applied Economics, Taylor & Francis Journals, vol. 50(26), pages 2860-2877, June.
    26. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    27. Ronald Kumar, 2014. "Exploring the nexus between tourism, remittances and growth in Kenya," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(3), pages 1573-1588, May.
    28. Ronald Kumar & Nanthakumar Loganathan & Arvind Patel & Radika Kumar, 2015. "Nexus between tourism earnings and economic growth: a study of Malaysia," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(3), pages 1101-1120, May.
    29. T. K. Jayaraman & Hong Chen & Markand Bhatt, 2014. "Research Note: Contribution of Foreign Direct Investment to the Tourism Sector in Fiji: An Empirical Study," Tourism Economics, , vol. 20(6), pages 1357-1362, December.
    30. 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.
    31. Paresh Kumar Narayan & Stephan Popp, 2010. "A new unit root test with two structural breaks in level and slope at unknown time," Journal of Applied Statistics, Taylor & Francis Journals, vol. 37(9), pages 1425-1438.
    32. 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.
    33. Juan Luis Eugenio-Martín & Noelia Martín Morales & Riccardo Scarpa, 2004. "Tourism and Economic Growth in Latin American Countries: A Panel Data Approach," Working Papers 2004.26, Fondazione Eni Enrico Mattei.
    34. Kumar, Ronald Ravinesh & Stauvermann, Peter Josef & Patel, Arvind & Kumar, Nikeel, 2017. "The effect of energy on output per worker in the Balkan Peninsula: A country-specific study of 12 nations in the Energy Community," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 1223-1239.
    35. Dogan, Eyup & Aslan, Alper, 2017. "Exploring the relationship among CO2 emissions, real GDP, energy consumption and tourism in the EU and candidate countries: Evidence from panel models robust to heterogeneity and cross-sectional depen," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 239-245.
    36. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    37. Peter Josef Stauvermann & Ronald Ravinesh Kumar & Syed Jawad Hussain Shahzad & Nikeel N. Kumar, 2018. "Effect of tourism on economic growth of Sri Lanka: accounting for capital per worker, exchange rate and structural breaks," Economic Change and Restructuring, Springer, vol. 51(1), pages 49-68, February.
    38. Fousekis, Panos & Katrakilidis, Constantinos & Trachanas, Emmanouil, 2016. "Vertical price transmission in the US beef sector: Evidence from the nonlinear ARDL model," Economic Modelling, Elsevier, vol. 52(PB), pages 499-506.
    39. 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.
    40. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    41. Ronald Kumar & Peter Stauvermann, 2014. "Exploring the nexus between remittances and economic growth: a study of Bangladesh," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 61(4), pages 399-415, December.
    42. Stumpf, T.S. & Swanger, Nancy, 2017. "Institutions and transaction costs in foreign-local hotel ventures: A grounded investigation in the developing Pacific," Tourism Management, Elsevier, vol. 61(C), pages 368-379.
    43. Abdulnasser Hatemi-J, 2012. "Asymmetric causality tests with an application," Empirical Economics, Springer, vol. 43(1), pages 447-456, August.
    44. Zacharias Psaradakis & Martin Sola & Fabio Spagnolo, 2004. "On Markov error-correction models, with an application to stock prices and dividends," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(1), pages 69-88.
    45. 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.
    46. Ronald R. Kumar & Radika Kumar, 2012. "Exploring the Nexus between Information and Communications Technology, Tourism and Growth in Fiji," Tourism Economics, , vol. 18(2), pages 359-371, April.
    47. Nusair, Salah A., 2016. "The effects of oil price shocks on the economies of the Gulf Co-operation Council countries: Nonlinear analysis," Energy Policy, Elsevier, vol. 91(C), pages 256-267.
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