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The nexus of tourism, renewable energy, income, and environmental quality: an empirical analysis of Pakistan

Author

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  • Sadia Bano

    (South-Western University of Finance and Economics)

  • Mehtab Alam

    (Karakorum International University)

  • Anwar Khan

    (South-Western University of Finance and Economics)

  • Lu Liu

    (South-Western University of Finance and Economics)

Abstract

In the current study, we investigate the dynamic association of tourism, renewable energy, income, foreign direct investment (FDI), and carbon dioxide (CO2e) for Pakistan over 1990–2017. We established four plausible hypotheses and verified by employing the autoregressive distributed lags model and Granger causality based on vector error correction model (VECM). Considering the cointegration relationship between the variables, the outcomes of autoregressive distributed lags suggested that tourism increases economic growth, and economic growth induces tourism in the long-run, thus confirming tourism-led development, and growth-led tourism hypothesis; similarly, the tourism generates CO2e emissions, which supported the tourism-led emission hypothesis. The role of renewable energy consumption found to be a significant moderator, thus helping to enrich tourism, accelerating economic growth, and combating CO2e in the country. VECM causal results indicated the significant bidirectional causal linkages between tourism and economic growth—another causality found between tourism and CO2e. There is one-way causality from FDI and renewable energy towards income simultaneously. Overall, the designers of policies will find this study useful for policymaking at government levels for smooth economic growth, investment, and sustainable tourism sector.

Suggested Citation

  • Sadia Bano & Mehtab Alam & Anwar Khan & Lu Liu, 2021. "The nexus of tourism, renewable energy, income, and environmental quality: an empirical analysis of Pakistan," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(10), pages 14854-14877, October.
    • Handle: RePEc:spr:endesu:v:23:y:2021:i:10:d:10.1007_s10668-021-01275-6
    DOI: 10.1007/s10668-021-01275-6
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    as
    1. Ramesh Durbarry, 2004. "Tourism and Economic Growth: The Case of Mauritius," Tourism Economics, , vol. 10(4), pages 389-401, December.
    2. Katsuhisa Uchiyama, 2016. "Environmental Kuznets Curve Hypothesis and Carbon Dioxide Emissions," SpringerBriefs in Economics, Springer, number 978-4-431-55921-4, October.
    3. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    4. Muhammad Irfan Malik & Atiq-ur-Rehman, 2015. "Choice of Spectral Density Estimator in Ng-Perron Test: A Comparative Analysis," International Econometric Review (IER), Econometric Research Association, vol. 7(2), pages 51-63, September.
    5. 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.
    6. 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.
    7. Li, Yingzhu & Shi, Xunpeng & Yao, Lixia, 2016. "Evaluating energy security of resource-poor economies: A modified principle component analysis approach," Energy Economics, Elsevier, vol. 58(C), pages 211-221.
    8. 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.
    9. Shahbaz, Muhammad & Hye, Qazi Muhammad Adnan & Tiwari, Aviral Kumar & Leitão, Nuno Carlos, 2013. "Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 109-121.
    10. James E. Payne & Andrea Mervar, 2010. "Research Note: The Tourism–Growth Nexus in Croatia," Tourism Economics, , vol. 16(4), pages 1089-1094, December.
    11. Camelia Surugiu & Marius Razvan Surugiu, 2013. "Is the Tourism Sector Supportive of Economic Growth? Empirical Evidence on Romanian Tourism," Tourism Economics, , vol. 19(1), pages 115-132, February.
    12. 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.
    13. Raza, Syed Ali & Jawaid, Syed Tehseen, 2013. "Terrorism and tourism: A conjunction and ramification in Pakistan," Economic Modelling, Elsevier, vol. 33(C), pages 65-70.
    14. Farah Siddiqui & Danish Ahmed Siddiqui, 2019. "Causality between Tourism and Foreign Direct Investment: An Empirical Evidence from Pakistan," Asian Journal of Economic Modelling, Asian Economic and Social Society, vol. 7(1), pages 27-44.
    15. 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.
    16. Rahman, Mohammad Mafizur & Kashem, Mohammad Abul, 2017. "Carbon emissions, energy consumption and industrial growth in Bangladesh: Empirical evidence from ARDL cointegration and Granger causality analysis," Energy Policy, Elsevier, vol. 110(C), pages 600-608.
    17. E. M. Ekanayake & Aubrey E. Long, 2012. "Tourism Development And Economic Growth In Developing Countries," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 6(1), pages 51-63.
    18. Samina Khalil & Mehmood Khan Kakar & Waliullah, 2007. "Role of Tourism in Economic Growth: Empirical Evidence from Pakistan Economy," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 46(4), pages 985-995.
    19. Zhang, Shun & Liu, Xuyi, 2019. "The roles of international tourism and renewable energy in environment: New evidence from Asian countries," Renewable Energy, Elsevier, vol. 139(C), pages 385-394.
    20. Tang, Chengcai & Zhong, Linsheng & Ng, Pin, 2017. "Factors that Influence the Tourism Industry's Carbon Emissions: a Tourism Area Life Cycle Model Perspective," Energy Policy, Elsevier, vol. 109(C), pages 704-718.
    21. 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.
    22. 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.
    23. Apergis, Nicholas & Christou, Christina & Gupta, Rangan, 2017. "Are there Environmental Kuznets Curves for US state-level CO2 emissions?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 551-558.
    24. P. Srinivasan & Santhosh Kumar P. K & L. Ganesh, 2012. "Tourism and Economic Growth in Sri Lanka: An ARDL Bounds Testing Approach," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 15(45), pages 211-226, September.
    25. Hakimi, Abdelaziz & Hamdi, Helmi, 2016. "Trade liberalization, FDI inflows, environmental quality and economic growth: A comparative analysis between Tunisia and Morocco," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 1445-1456.
    26. Tsai, Kang-Ting & Lin, Tzu-Ping & Hwang, Ruey-Lung & Huang, Yu-Jing, 2014. "Carbon dioxide emissions generated by energy consumption of hotels and homestay facilities in Taiwan," Tourism Management, Elsevier, vol. 42(C), pages 13-21.
    27. 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.
    28. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    29. 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.
    30. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    31. 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.
    32. Bekhet, Hussain Ali & Othman, Nor Salwati, 2018. "The role of renewable energy to validate dynamic interaction between CO2 emissions and GDP toward sustainable development in Malaysia," Energy Economics, Elsevier, vol. 72(C), pages 47-61.
    33. Gorus, Muhammed Sehid & Aslan, Murat, 2019. "Impacts of economic indicators on environmental degradation: Evidence from MENA countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 103(C), pages 259-268.
    34. Sapkota, Pratikshya & Bastola, Umesh, 2017. "Foreign direct investment, income, and environmental pollution in developing countries: Panel data analysis of Latin America," Energy Economics, Elsevier, vol. 64(C), pages 206-212.
    35. Tang, Chor Foon & Tan, Eu Chye, 2013. "How stable is the tourism-led growth hypothesis in Malaysia? Evidence from disaggregated tourism markets," Tourism Management, Elsevier, vol. 37(C), pages 52-57.
    36. Bilgili, Faik & Koçak, Emrah & Bulut, Ümit, 2016. "The dynamic impact of renewable energy consumption on CO2 emissions: A revisited Environmental Kuznets Curve approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 838-845.
    37. Abdulnasser Hatemi-J, 2008. "Tests for cointegration with two unknown regime shifts with an application to financial market integration," Empirical Economics, Springer, vol. 35(3), pages 497-505, November.
    38. Farah Siddiqui & Danish Ahmed Siddiqui, 2019. "Causality between Tourism and Foreign Direct Investment: An Empirical Evidence from Pakistan," Asian Journal of Economic Modelling, Asian Economic and Social Society, vol. 7(1), pages 27-44, March.
    39. Seker, Fahri & Ertugrul, Hasan Murat & Cetin, Murat, 2015. "The impact of foreign direct investment on environmental quality: A bounds testing and causality analysis for Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 347-356.
    40. Adebola Solarin, Sakiru & Al-Mulali, Usama & Ozturk, Ilhan, 2017. "Validating the environmental Kuznets curve hypothesis in India and China: The role of hydroelectricity consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1578-1587.
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