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Tourism Development and Air Pollution in Caribbean SIDs: A Bootstrap Panel Granger Causality Analysis

Author

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  • Olugbenga A. Onafowora

    (Susquehanna University, Department of Economics, Selinsgrove, USA)

  • Oluwole Owoye

    (Western Connecticut State University, Department of Social Sciences/Economics, Danbury, USA)

Abstract

This paper investigates the possibility of Granger causality between tourism development and air pollution in twelve Caribbean small island developing states (SIDs) over the period 1995-2017 in a panel-based model that both allows for the assessment of causality in countries with cross-sectional dependency and heterogeneity and avoids the problem of incorrect specification associated with conventional panel unit root and cointegration tests. The empirical results indicate bidirectional causality between tourism and air pollution for Barbados, Dominican Republic, Jamaica, St. Lucia, and Trinidad and Tobago; unidirectional causality running from tourism to air pollution in Antigua and Barbuda, Cuba, and Guyana; reverse causality from air pollution to tourism in The Bahamas, British Virgin Islands and Haiti, while no causality is found for St. Kitts and Nevis. Our empirical findings provide important policy implications for the Caribbean countries being studied.

Suggested Citation

  • Olugbenga A. Onafowora & Oluwole Owoye, 2020. "Tourism Development and Air Pollution in Caribbean SIDs: A Bootstrap Panel Granger Causality Analysis," Journal of Tourismology, Istanbul University, Faculty of Economics, vol. 6(2), pages 221-239, December.
    • Handle: RePEc:ist:iupjot:v:6:y:2020:i:2:p:221-239
    DOI: 10.26650/jot.2020.6.2.0012
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    as
    1. Zhang, Lei & Gao, Jing, 2016. "Exploring the effects of international tourism on China's economic growth, energy consumption and environmental pollution: Evidence from a regional panel analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 225-234.
    2. 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.
    3. Swamy, P A V B, 1970. "Efficient Inference in a Random Coefficient Regression Model," Econometrica, Econometric Society, vol. 38(2), pages 311-323, March.
    4. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    5. M. Hashem Pesaran & Aman Ullah & Takashi Yamagata, 2008. "A bias-adjusted LM test of error cross-section independence," Econometrics Journal, Royal Economic Society, vol. 11(1), pages 105-127, March.
    6. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    7. Manfred Lenzen & Ya-Yen Sun & Futu Faturay & Yuan-Peng Ting & Arne Geschke & Arunima Malik, 2018. "The carbon footprint of global tourism," Nature Climate Change, Nature, vol. 8(6), pages 522-528, June.
    8. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    9. Aiping Zhang & Linsheng Zhong & Yong Xu & Hui Wang & Lijuan Dang, 2015. "Tourists’ Perception of Haze Pollution and the Potential Impacts on Travel: Reshaping the Features of Tourism Seasonality in Beijing, China," Sustainability, MDPI, vol. 7(3), pages 1-18, February.
    10. Can Tansel TUGCU & Mert TOPCU, 2018. "The impact of carbon dioxide (CO2) emissions on tourism: Does the source of emission matter?," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(1(614), S), pages 125-136, Spring.
    11. Granger, Clive W. J., 2003. "Some aspects of causal relationships," Journal of Econometrics, Elsevier, vol. 112(1), pages 69-71, January.
    12. Nepal, Rabindra & al Irsyad, M. Indra & Nepal, Sanjay Kumar, 2018. "Tourist arrivals, energy consumption and pollutant emissions in a developing economy–implications for sustainable tourism," Working Papers 2018-10, University of Tasmania, Tasmanian School of Business and Economics.
    13. Konya, Laszlo, 2006. "Exports and growth: Granger causality analysis on OECD countries with a panel data approach," Economic Modelling, Elsevier, vol. 23(6), pages 978-992, December.
    14. Tekin, Rıfat Barış, 2012. "Economic growth, exports and foreign direct investment in Least Developed Countries: A panel Granger causality analysis," Economic Modelling, Elsevier, vol. 29(3), pages 868-878.
    15. Mutinda, Rayviscic & Mayaka, Melphon, 2012. "Application of destination choice model: Factors influencing domestic tourists destination choice among residents of Nairobi, Kenya," Tourism Management, Elsevier, vol. 33(6), pages 1593-1597.
    16. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    17. Fayyaz Ahmad & Muhammad Umar Draz & Lijuan Su & Ilhan Ozturk & Abdul Rauf, 2018. "Tourism and Environmental Pollution: Evidence from the One Belt One Road Provinces of Western China," Sustainability, MDPI, vol. 10(10), pages 1-22, September.
    18. Katircioglu, Salih Turan, 2014. "International tourism, energy consumption, and environmental pollution: The case of Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 36(C), pages 180-187.
    19. Zaman, Khalid & Shahbaz, Muhammad & Loganathan, Nanthakumar & Raza, Syed Ali, 2016. "Tourism development, energy consumption and Environmental Kuznets Curve: Trivariate analysis in the panel of developed and developing countries," Tourism Management, Elsevier, vol. 54(C), pages 275-283.
    20. 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.
    21. Brida, Juan Gabriel & Pereyra, Juan S., 2008. "Tourism Taxation and Environmental Quality in a Model with Vertical Differentiation," MPRA Paper 25305, University Library of Munich, Germany, revised 19 Dec 2008.
    22. Ben Jebli, Mehdi, 2015. "The Impact of Combustible Renewables and Waste Consumption and Transport on the Environmental Degradation: The Case of Tunisia," MPRA Paper 68038, University Library of Munich, Germany.
    23. Malliga Sompholkrang, 2014. "Tourism Expenditures and Environment in Thailand," Eurasian Journal of Economics and Finance, Eurasian Publications, vol. 2(2), pages 63-69.
    24. Daniel Scott & Stefan Gössling & C. Michael Hall, 2012. "International tourism and climate change," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 3(3), pages 213-232, May.
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