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Effects of tourism on carbon dioxide emissions, a panel causality analysis with new data sets

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  • Sudeshna Ghosh

    (Scottish Church College)

Abstract

The study investigates the effect of international tourist advents on carbon dioxide discharges in a panel set of hundred countries ranked in order of arrival of tourists over 1995 to 2014, under the background of EKC (Environmental Kuznets Curve) postulate. A multivariate model is adopted grounded on the “Kaya Identity” where the long-run relation concerning the arrival of tourists and carbon dioxide released into the atmosphere are examined through the linkages of economic growth (proxied through new night light data sets), energy intensity use, physical capital formation and human capital formation. The results based on the panel cointegration corroborates the long-run equilibrating association across the set of observations. The methodology of FMOLS, the mean group estimates, DOLS estimation and the Correlated Effects Mean Group estimate enumerate the long-run estimates. Further the results confirm the following causality relationships: tourism-driven emission; economic growth led emission; tourism-driven growth of the economy and gross capital in fixed terms leading the growth of the economy in the short run, built on the Granger causality Wald test. The paper concludes that proper policy direction towards sustainable tourism can reduce emission from tourism in the long run. R and D should focus on the development of green technology and cleaner technology in the tourism ancillary industries.

Suggested Citation

  • Sudeshna Ghosh, 2022. "Effects of tourism on carbon dioxide emissions, a panel causality analysis with new data sets," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3884-3906, March.
    • Handle: RePEc:spr:endesu:v:24:y:2022:i:3:d:10.1007_s10668-021-01592-w
    DOI: 10.1007/s10668-021-01592-w
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    as
    1. Steinberger, Julia K. & Roberts, J. Timmons, 2010. "From constraint to sufficiency: The decoupling of energy and carbon from human needs, 1975-2005," Ecological Economics, Elsevier, vol. 70(2), pages 425-433, December.
    2. Katircioglu, Salih Turan & Feridun, Mete & Kilinc, Ceyhun, 2014. "Estimating tourism-induced energy consumption and CO2 emissions: The case of Cyprus," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 634-640.
    3. 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.
    4. Li, Jinying & Li, Sisi, 2020. "Energy investment, economic growth and carbon emissions in China—Empirical analysis based on spatial Durbin model," Energy Policy, Elsevier, vol. 140(C).
    5. 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.
    6. Lee, Kevin & Pesaran, M Hashem & Smith, Ron, 1997. "Growth and Convergence in Multi-country Empirical Stochastic Solow Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(4), pages 357-392, July-Aug..
    7. Ang, James B., 2008. "Economic development, pollutant emissions and energy consumption in Malaysia," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 271-278.
    8. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    9. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    10. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    11. Muhammad Shahbaz & Mita Bhattacharya & Mantu Kumar Mahalik, 2017. "Finance and income inequality in Kazakhstan: evidence since transition with policy suggestions," Applied Economics, Taylor & Francis Journals, vol. 49(52), pages 5337-5351, November.
    12. Muhammad Khalid Anser & Zahid Yousaf & Usama Awan & Abdelmohsen A. Nassani & Muhammad Moinuddin Qazi Abro & Khalid Zaman, 2020. "Identifying the Carbon Emissions Damage to International Tourism: Turn a Blind Eye," Sustainability, MDPI, vol. 12(5), pages 1-20, March.
    13. Mehdi Ben Jebli & Slim Ben Youssef & Nicholas Apergis, 2019. "The dynamic linkage between renewable energy, tourism, CO2 emissions, economic growth, foreign direct investment, and trade," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 28(1), pages 1-19, December.
    14. Paul Evans, 1997. "How Fast Do Economies Converge?," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 219-225, May.
    15. Cheng, Ya & Awan, Usama & Ahmad, Shabbir & Tan, Zhixiong, 2021. "How do technological innovation and fiscal decentralization affect the environment? A story of the fourth industrial revolution and sustainable growth," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    16. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    17. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    18. Al-Mulali, Usama & Saboori, Behnaz & Ozturk, Ilhan, 2015. "Investigating the environmental Kuznets curve hypothesis in Vietnam," Energy Policy, Elsevier, vol. 76(C), pages 123-131.
    19. 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.
    20. Seyi Saint Akadiri & Festus Victor Bekun & Elham Taheri & Ada Chigozie Akadiri, 2019. "Carbon emissions, energy consumption and economic growth: a causality evidence," International Journal of Energy Technology and Policy, Inderscience Enterprises Ltd, vol. 15(2/3), pages 320-336.
    21. Adnen Ben Nasr & Mehmet Balcilar & Seyi Saint Akadiri & Rangan Gupta, 2019. "Kuznets Curve for the US: A Reconsideration Using Cosummability," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(2), pages 827-843, April.
    22. Seyi Saint Akadiri & Gizem Uzuner & Ada Chigozie Akadiri & Taiwo Temitope Lasisi, 2021. "Environmental Kuznets curve hypothesis in the case of tourism island states: The moderating role of globalization," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2846-2858, April.
    23. Geneidy Sami El & Baumeister Stefan, 2019. "The Carbon Footprint of Volunteer Tourism," European Journal of Tourism, Hospitality and Recreation, Sciendo, vol. 9(2), pages 15-25, December.
    24. Sun, Ya-Yen & Cadarso, Maria Angeles & Driml, Sally, 2020. "Tourism carbon footprint inventories: A review of the environmentally extended input-output approach," Annals of Tourism Research, Elsevier, vol. 82(C).
    25. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    26. Sun, Ya-Yen, 2014. "A framework to account for the tourism carbon footprint at island destinations," Tourism Management, Elsevier, vol. 45(C), pages 16-27.
    27. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    28. 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.
    29. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    30. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    31. Arshian Sharif & Shrabani Saha & Neil Campbell & Avik Sinha & Dalia M. Ibrahiem, 2020. "Tourism, environment and energy: an analysis for China," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(23), pages 2930-2949, December.
    32. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    33. Martina Paskova & Josef Zelenka, 2018. "How crucial is the social responsibility for tourism sustainability?," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 15(4), pages 534-552, October.
    34. Du, Limin & Wei, Chu & Cai, Shenghua, 2012. "Economic development and carbon dioxide emissions in China: Provincial panel data analysis," China Economic Review, Elsevier, vol. 23(2), pages 371-384.
    35. AkbostancI, Elif & Türüt-AsIk, Serap & Tunç, G. Ipek, 2009. "The relationship between income and environment in Turkey: Is there an environmental Kuznets curve?," Energy Policy, Elsevier, vol. 37(3), pages 861-867, March.
    36. Xiaoxia Zou & Yu’e Li & Kuo Li & Roger Cremades & Qingzhu Gao & Yunfan Wan & Xiaobo Qin, 2015. "Greenhouse gas emissions from agricultural irrigation in China," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 20(2), pages 295-315, February.
    37. Manfred Lenzen & Ya-Yen Sun & Futu Faturay & Yuan-Peng Ting & Arne Geschke & Arunima Malik, 2018. "Author Correction: The carbon footprint of global tourism," Nature Climate Change, Nature, vol. 8(6), pages 544-544, June.
    38. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    39. Baek, Jungho & Pride, Dominique, 2014. "On the income–nuclear energy–CO2 emissions nexus revisited," Energy Economics, Elsevier, vol. 43(C), pages 6-10.
    40. Hannah Sharp & Josefine Grundius & Jukka Heinonen, 2016. "Carbon Footprint of Inbound Tourism to Iceland: A Consumption-Based Life-Cycle Assessment including Direct and Indirect Emissions," Sustainability, MDPI, vol. 8(11), pages 1-23, November.
    41. Dubois, Ghislain & Peeters, Paul & Ceron, Jean-Paul & Gössling, Stefan, 2011. "The future tourism mobility of the world population: Emission growth versus climate policy," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(10), pages 1031-1042.
    42. Sharif, Arshian & Raza, Syed Ali & Ozturk, Ilhan & Afshan, Sahar, 2019. "The dynamic relationship of renewable and nonrenewable energy consumption with carbon emission: A global study with the application of heterogeneous panel estimations," Renewable Energy, Elsevier, vol. 133(C), pages 685-691.
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