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Modeling Energy, Education, Trade, and Tourism-Induced Environmental Kuznets Curve (EKC) Hypothesis: Evidence from the Middle East

Author

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  • Liton Chandra Voumik

    (Department of Economics, Noakhali Science and Technology University, Noakhali 3814, Bangladesh)

  • Shohel Md. Nafi

    (Department of Tourism and Hospitality Management, Noakhali Science and Technology University, Noakhali 3814, Bangladesh)

  • Festus Victor Bekun

    (Faculty of Economics Administrative and Social Sciences, Türkiye & Adnan Kassar School of Business, Istanbul Gelisim University, 34570 Istanbul, Türkiye
    Department of Economics, & Faculty of Economics and Commerce, Lebanese American University, Beirut 5053, Lebanon
    Department of Economics, Faculty of Economics and Commerce, The Superior University, Lahore 54000, Pakistan)

  • Murat Ismet Haseki

    (Department of Business Administration, Kozan Faculty of Business Administration, Cukurova University, 01250 Adana, Türkiye)

Abstract

Global warming has become the main concern in the present world. This research takes a comprehensive look at the interconnections between tourism, gross domestic product (GDP), renewable energy, fossil fuels, education, trade, and carbon dioxide (CO 2 ) emissions in the Arab Peninsula. Including these variables, the research also checks the environmental Kuznets curve (EKC) hypothesis by analyzing the top 10 tourist destinations from 1997 to 2019. Saudi Arabia, Qatar, the United Arab Emirates, Iran, Israel, Jordan, Bahrain, Oman, Lebanon, and Egypt round out the top 10 countries in Arab in terms of tourist arrivals. The paper uses a novel augmented mean group (AMG) model to explore the problems of slope heterogeneity (SH), cross-sectional dependence (CSD), and the combination of level and first-difference stationery. An association between these variables over time can be discovered using the Westerlund cointegration method. To certify the accuracy of the findings, the research used both the mean group (MG) and common correlated effects mean group (CCEMG). According to the research, the EKC does not exist in the most popular Middle Eastern travel destinations. This basically means that as money grows, environmental conditions will deteriorate. The findings show that tourism can help reduce environmental harm there. Indicators such as rising populations, increased energy consumption, and thriving economies all influence the rise of the environmental degradation level. Trade will also increase environmental deterioration. The only things that will help reduce CO 2 emissions are tourism and renewable energy. Therefore, the MG and CCEMG results corroborate the AMG findings. Governments may push for the widespread use of refillable energy sources and the development of ecotourism. Therefore, policymakers in this country should rethink their tourism strategies and adopt one that places a premium on renewable energy sources and environmental protection.

Suggested Citation

  • Liton Chandra Voumik & Shohel Md. Nafi & Festus Victor Bekun & Murat Ismet Haseki, 2023. "Modeling Energy, Education, Trade, and Tourism-Induced Environmental Kuznets Curve (EKC) Hypothesis: Evidence from the Middle East," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:6:p:4919-:d:1092854
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    1. Qiucheng Li & Jacob Cherian & Malik Shahzad Shabbir & Muhammad Safdar Sial & Jing Li & Ioana Mester & Alina Badulescu, 2021. "Exploring the Relationship between Renewable Energy Sources and Economic Growth. The Case of SAARC Countries," Energies, MDPI, vol. 14(3), pages 1-14, January.
    2. Apergis, Nicholas & Tang, Chor Foon, 2013. "Is the energy-led growth hypothesis valid? New evidence from a sample of 85 countries," Energy Economics, Elsevier, vol. 38(C), pages 24-31.
    3. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    4. Westerlund, Joakim & Edgerton, David L., 2007. "A panel bootstrap cointegration test," Economics Letters, Elsevier, vol. 97(3), pages 185-190, December.
    5. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    6. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    7. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    8. Tang, Chor Foon, 2008. "A re-examination of the relationship between electricity consumption and economic growth in Malaysia," Energy Policy, Elsevier, vol. 36(8), pages 3067-3075, August.
    9. Bogdan Dima & Stefana Maria Dima & Oana-Ramona Lobont, 2013. "New empirical evidence of the linkages between governance and economic output in the European Union," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 16(1), pages 68-89, March.
    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. Jarvis, Diane & Stoeckl, Natalie & Liu, Hong-Bo, 2016. "The impact of economic, social and environmental factors on trip satisfaction and the likelihood of visitors returning," Tourism Management, Elsevier, vol. 52(C), pages 1-18.
    12. Jan Polcyn & Liton Chandra Voumik & Mohammad Ridwan & Samrat Ray & Viktoriia Vovk, 2023. "Evaluating the Influences of Health Expenditure, Energy Consumption, and Environmental Pollution on Life Expectancy in Asia," IJERPH, MDPI, vol. 20(5), pages 1-18, February.
    13. Francis Teal & Markus Eberhardt, 2010. "Productivity Analysis in Global Manufacturing Production," Economics Series Working Papers 515, University of Oxford, Department of Economics.
    14. Balsalobre, Daniel & Sinha, Avik & Driha, Oana M. & Shujaat Mubarik, Muhammad, 2021. "Assessing the Impacts of Ageing and Natural Resource Extraction on Carbon Emissions: A proposed Policy Framework for European Economies," MPRA Paper 108159, University Library of Munich, Germany, revised 2021.
    15. Maryam Asghari, 2012. "Environmental Kuznets Curve and Growth Source in Iran," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 59(5), pages 609-623, December.
    16. Marin, Dalia, 1992. "Is the Export-Led.Growth Hypothesis Valid for Industrialized Countries?," The Review of Economics and Statistics, MIT Press, vol. 74(4), pages 678-688, November.
    17. Muhammad Shahbaz & Rashid Sbia & Helmi Hamdi & Ilhan Ozturk, 2014. "Economic growth, electricity consumption, urbanization and environmental degradation relationship in United Arab Emirates," Post-Print halshs-01902764, HAL.
    18. Eberhardt, Markus & Teal, Francis, 2008. "Modeling technology and technological change in manufacturing: how do countries differ?," MPRA Paper 10690, University Library of Munich, Germany.
    19. Bogdan Dima & Stefana Maria Dima & Oana-Ramona Lobont, 2013. "New empirical evidence of the linkages between governance and economic output in the European Union," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 16(1), pages 68-89.
    20. Panayotou, Theodore, 1997. "Demystifying the environmental Kuznets curve: turning a black box into a policy tool," Environment and Development Economics, Cambridge University Press, vol. 2(4), pages 465-484, November.
    21. Tang, Chor Foon & Abosedra, Salah, 2014. "The impacts of tourism, energy consumption and political instability on economic growth in the MENA countries," Energy Policy, Elsevier, vol. 68(C), pages 458-464.
    22. 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.
    23. Balaguer, Jacint & Cantavella, Manuel, 2018. "The role of education in the Environmental Kuznets Curve. Evidence from Australian data," Energy Economics, Elsevier, vol. 70(C), pages 289-296.
    24. Haroon Rasool & Shafat Maqbool & Md. Tarique, 2021. "The relationship between tourism and economic growth among BRICS countries: a panel cointegration analysis," Future Business Journal, Springer, vol. 7(1), pages 1-11, December.
    25. Md. Hasanur Rahman & Liton Chandra Voumik & Md. Jamsedul Islam & Md. Abdul Halim & Miguel Angel Esquivias, 2022. "Economic Growth, Energy Mix, and Tourism-Induced EKC Hypothesis: Evidence from Top Ten Tourist Destinations," Sustainability, MDPI, vol. 14(24), pages 1-16, December.
    26. Bogdan Dima & Oana-Ramona Lobonţ & Nicoleta-Claudia Moldovan, 2016. "Does the Quality of Public Policies and Institutions Matter for Entrepreneurial Activity? Evidences from the European Union’s Member States," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 63(4), pages 425-439, September.
    27. Jaunky, Vishal Chandr, 2011. "The CO2 emissions-income nexus: Evidence from rich countries," Energy Policy, Elsevier, vol. 39(3), pages 1228-1240, March.
    28. Samuel A Sarkodie & Evans B Ntiamoah & Dongmei Li, 2019. "Panel heterogeneous distribution analysis of trade and modernized agriculture on CO2 emissions: The role of renewable and fossil fuel energy consumption," Natural Resources Forum, Blackwell Publishing, vol. 43(3), pages 135-153, August.
    29. Liu, Haiying & Alharthi, Majed & Atil, Ahmed & Zafar, Muhammad Wasif & Khan, Irfan, 2022. "A non-linear analysis of the impacts of natural resources and education on environmental quality: Green energy and its role in the future," Resources Policy, Elsevier, vol. 79(C).
    30. 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.
    31. Sami Fethi & Elif Senyucel, 2021. "The role of tourism development on CO2 emission reduction in an extended version of the environmental Kuznets curve: evidence from top 50 tourist destination countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(2), pages 1499-1524, February.
    32. Lotfi Mekhzoumi & Nadjoua Harnane & Abdellah Ayachi & Okba Abdellaoui, 2022. "The Environmental Kuznets Curve Hypothesis in Industrialized Countries: A Second Generation Econometric Approach," International Journal of Economics and Financial Issues, Econjournals, vol. 12(2), pages 96-103, March.
    33. Talukdar, Debabrata & Meisner, Craig M., 2001. "Does the Private Sector Help or Hurt the Environment? Evidence from Carbon Dioxide Pollution in Developing Countries," World Development, Elsevier, vol. 29(5), pages 827-840, May.
    34. Moataz Elshimy & Khadiga M. El-Aasar, 2020. "Carbon footprint, renewable energy, non-renewable energy, and livestock: testing the environmental Kuznets curve hypothesis for the Arab world," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(7), pages 6985-7012, October.
    35. Shakeel, Muhammad, 2021. "Analyses of energy-GDP-export nexus: The way-forward," Energy, Elsevier, vol. 216(C).
    36. 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.
    37. 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.
    38. Zainab Fatima & Faisal Nadeem Shah & Bilal Bashir & Muhammad Shazeb, 2022. "Impact of Energy Consumption and Trade on CO2 Emission in Pakistan," Journal of Economic Impact, Science Impact Publishers, vol. 4(1), pages 99-105.
    39. Liton Chandra Voumik & Md. Azharul Islam & Abidur Rahaman & Md. Maznur Rahman, 2022. "Emissions of carbon dioxide from electricity production in ASEAN countries: GMM and quantile regression analysis," SN Business & Economics, Springer, vol. 2(9), pages 1-20, September.
    40. Nicoleta Mihaela Florea & Roxana Maria Bădîrcea & Georgeta-Madalina Meghisan-Toma & Silvia Puiu & Alina Georgiana Manta & Dorel Berceanu, 2021. "Linking Public Finances’ Performance to Renewable-Energy Consumption in Emerging Economies of the European Union," Sustainability, MDPI, vol. 13(11), pages 1-14, June.
    41. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    42. Liton Chandra Voumik & Md. Hasanur Rahman & Shohel Md. Nafi & Md. Akter Hossain & Abdul Rahim Ridzuan & Nora Yusma Mohamed Yusoff, 2023. "Modelling Sustainable Non-Renewable and Renewable Energy Based on the EKC Hypothesis for Africa’s Ten Most Popular Tourist Destinations," Sustainability, MDPI, vol. 15(5), pages 1-19, February.
    43. 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.
    44. Roxana Maria Bădîrcea & Nicoleta Mihaela Florea & Alina Georgiana Manta & Silvia Puiu & Marius Dalian Doran, 2020. "Comparison between Romania and Sweden Based on Three Dimensions: Environmental Performance, Green Taxation and Economic Growth," Sustainability, MDPI, vol. 12(9), pages 1-17, May.
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