IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i6p4919-d1092854.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/6/4919/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/6/4919/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Markus Eberhardt & Francis Teal, 2008. "Modeling Technology and Technological Change in Manufacturing: How do Countries Differ?," CSAE Working Paper Series 2008-12, Centre for the Study of African Economies, University of Oxford.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Jaunky, Vishal Chandr, 2011. "The CO2 emissions-income nexus: Evidence from rich countries," Energy Policy, Elsevier, vol. 39(3), pages 1228-1240, March.
    9. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    10. 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.
    11. Westerlund, Joakim & Edgerton, David L., 2007. "A panel bootstrap cointegration test," Economics Letters, Elsevier, vol. 97(3), pages 185-190, December.
    12. 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.
    13. 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.
    14. 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.
    15. 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).
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    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. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. Shakeel, Muhammad, 2021. "Analyses of energy-GDP-export nexus: The way-forward," Energy, Elsevier, vol. 216(C).
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. 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.
    43. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ying Yan & Ridwan Lanre Ibrahim & Mamdouh Abdulaziz Saleh Al-Faryan & David Mautin Oke, 2023. "Embracing Eco-Digitalization and Green Finance Policies for Sustainable Environment: Do the Engagements of Multinational Corporations Make or Mar the Target for Selected MENA Countries?," Sustainability, MDPI, vol. 15(15), pages 1-18, August.
    2. Pata, Ugur Korkut & Kartal, Mustafa Tevfik & Mukhtarov, Shahriyar, 2024. "Technological changes and carbon neutrality targets in European countries: A sustainability approach with Fourier approximations," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    3. Hisham Alghamdi & Aníbal Alviz-Meza, 2023. "A Novel Strategy for Converting Conventional Structures into Net-Zero-Energy Buildings without Destruction," Sustainability, MDPI, vol. 15(14), pages 1-14, July.
    4. Umut Uzar, 2024. "Free Speech, Green Power: The Impact of Freedom of Expression on Renewable Energy," Sustainability, MDPI, vol. 16(19), pages 1-21, October.
    5. Yu, Zhong, 2024. "Do natural resources promote carbon neutrality: The role of green finance," Resources Policy, Elsevier, vol. 88(C).
    6. Anobua Acha Arnaud Martial & Huang Dechun & Liton Chandra Voumik & Md. Jamsedul Islam & Shapan Chandra Majumder, 2023. "Investigating the Influence of Tourism, GDP, Renewable Energy, and Electricity Consumption on Carbon Emissions in Low-Income Countries," Energies, MDPI, vol. 16(12), pages 1-21, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Liton Chandra Voumik & Mohammad Iqbal Hossain & Md. Hasanur Rahman & Raziya Sultana & Rahi Dey & Miguel Angel Esquivias, 2023. "Impact of Renewable and Non-Renewable Energy on EKC in SAARC Countries: Augmented Mean Group Approach," Energies, MDPI, vol. 16(6), pages 1-19, March.
    2. Zahed Ghaderi & Behnaz Saboori & Mana Khoshkam, 2023. "Revisiting the Environmental Kuznets Curve Hypothesis in the MENA Region: The Roles of International Tourist Arrivals, Energy Consumption and Trade Openness," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    3. Ozcan, Burcu, 2013. "The nexus between carbon emissions, energy consumption and economic growth in Middle East countries: A panel data analysis," Energy Policy, Elsevier, vol. 62(C), pages 1138-1147.
    4. Buhari DOĞAN & Osman DEĞER, 2018. "The role of economic growth and energy consumption on CO2 emissions in E7 countries," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(2(615), S), pages 231-246, Summer.
    5. Muhammad Shahbaz & Syed Jawad Hussain Shahzad & Mantu Kumar Mahalik & Perry Sadorsky, 2018. "How strong is the causal relationship between globalization and energy consumption in developed economies? A country-specific time-series and panel analysis," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1479-1494, March.
    6. Khan, Muhammad Tariq Iqbal & Yaseen, Muhammad Rizwan & Ali, Qamar, 2019. "Nexus between financial development, tourism, renewable energy, and greenhouse gas emission in high-income countries: A continent-wise analysis," Energy Economics, Elsevier, vol. 83(C), pages 293-310.
    7. Le, Thai-Ha & Chang, Youngho & Park, Donghyun, 2016. "Trade openness and environmental quality: International evidence," Energy Policy, Elsevier, vol. 92(C), pages 45-55.
    8. Lazăr, Dorina & Minea, Alexandru & Purcel, Alexandra-Anca, 2019. "Pollution and economic growth: Evidence from Central and Eastern European countries," Energy Economics, Elsevier, vol. 81(C), pages 1121-1131.
    9. Iftikhar Yasin & Nawaz Ahmad & M. Aslam Chaudhary, 2020. "Catechizing the Environmental-Impression of Urbanization, Financial Development, and Political Institutions: A Circumstance of Ecological Footprints in 110 Developed and Less-Developed Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 621-649, January.
    10. Sun, Huaping & Samuel, Clottey Attuquaye & Kofi Amissah, Joshua Clifford & Taghizadeh-Hesary, Farhad & Mensah, Isaac Adjei, 2020. "Non-linear nexus between CO2 emissions and economic growth: A comparison of OECD and B&R countries," Energy, Elsevier, vol. 212(C).
    11. Muhammad Bilal Khan & Hummera Saleem & Malik Shahzad Shabbir & Xie Huobao, 2022. "The effects of globalization, energy consumption and economic growth on carbon dioxide emissions in South Asian countries," Energy & Environment, , vol. 33(1), pages 107-134, February.
    12. Belaïd, Fateh & Zrelli, Maha Harbaoui, 2019. "Renewable and non-renewable electricity consumption, environmental degradation and economic development: Evidence from Mediterranean countries," Energy Policy, Elsevier, vol. 133(C).
    13. Chien-Chiang Lee & Tie-Ying Liu, 2017. "Insurance development, banking activities, and regional output: evidence from China," Empirical Economics, Springer, vol. 53(3), pages 1059-1081, November.
    14. 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.
    15. Iftikhar Yasin & Nawaz Ahmad & Muhammad Aslam Chaudhary, 2021. "The impact of financial development, political institutions, and urbanization on environmental degradation: evidence from 59 less-developed economies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 6698-6721, May.
    16. Muhammad Shafiullah & Vassilios G. Papavassiliou & Muhammad Shahbaz, 2021. "Is There an Extended Education-Based Environmental Kuznets Curve? An Analysis of U.S. States," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(4), pages 795-819, December.
    17. Osarumwense Osabuohien-Irabor & Igor Mikhailovich Drapkin, 2022. "The Impact of Technological Innovation on Energy Consumption in OECD Economies: the role of Outward Foreign Direct Investment and International Trade Openness," International Journal of Energy Economics and Policy, Econjournals, vol. 12(4), pages 317-333, July.
    18. Emma Serwaa Obobisa & Haibo Chen & Isaac Adjei Mensah, 2023. "Transitions to sustainable development: the role of green innovation and institutional quality," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6751-6780, July.
    19. Jahanger, Atif & Yu, Yang & Hossain, Mohammad Razib & Murshed, Muntasir & Balsalobre-Lorente, Daniel & Khan, Uzma, 2022. "Going away or going green in NAFTA nations? Linking natural resources, energy utilization, and environmental sustainability through the lens of the EKC hypothesis," Resources Policy, Elsevier, vol. 79(C).
    20. Ehigiamusoe, Kizito Uyi & Lean, Hooi Hooi & Smyth, Russell, 2020. "The moderating role of energy consumption in the carbon emissions-income nexus in middle-income countries," Applied Energy, Elsevier, vol. 261(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:6:p:4919-:d:1092854. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.