IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v15y2024i2d10.1007_s13132-023-01372-z.html
   My bibliography  Save this article

Analyzing the Threshold Effect in the Relationship Between Income and Environmental Degradation in the Middle East and North Africa Region

Author

Listed:
  • Muhammad Azam

    (Abdul Wali Khan University Mardan)

  • Hina Khan

    (Abdul Wali Khan University Mardan)

  • Zia Ur Rehman

    (Qurtuba University of Science and Information Technology
    Woman University)

Abstract

This study empirically explores the legitimacy of the Environmental Kuznets Curve (EKC) hypothesis for four economies from the Middle East and North Africa (MENA) region, considering the environmental quality measured by carbon dioxide emissions and national income proxied by real GDP per capita from 1980 to 2018, and employed the ARDL approach. The cointegration results reveal that there persist long-run associations among the series of interest and for each country. Results of ARDL show the validity of the EKC hypothesis for Turkey and unconventionality for the UAE in the long run, while reject its validity for Algeria, Egypt, and the UAE in the short run, and for Turkiya and UAE in the long run, while it is not valid for Algeria. Overall, the empirical estimates on the validity of the EKC hypothesis are found mixed. These empirical findings suggest to design efficient, prudent, and economically feasible environmental protection policies, whereas to start public awareness projects to improve environmental quality in order to achieve sustainable development in the region.

Suggested Citation

  • Muhammad Azam & Hina Khan & Zia Ur Rehman, 2024. "Analyzing the Threshold Effect in the Relationship Between Income and Environmental Degradation in the Middle East and North Africa Region," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 6057-6078, June.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01372-z
    DOI: 10.1007/s13132-023-01372-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-023-01372-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-023-01372-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Shahbaz, Muhammad & Khan, Saleheen & Tahir, Mohammad Iqbal, 2013. "The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis," Energy Economics, Elsevier, vol. 40(C), pages 8-21.
    2. Pesaran, M.H. & Shin, Y., 1995. "An Autoregressive Distributed Lag Modelling Approach to Cointegration Analysis," Cambridge Working Papers in Economics 9514, Faculty of Economics, University of Cambridge.
    3. Stern, David I. & Common, Michael S., 2001. "Is There an Environmental Kuznets Curve for Sulfur?," Journal of Environmental Economics and Management, Elsevier, vol. 41(2), pages 162-178, March.
    4. Viktoriia Koilo, 2019. "Evidence of the Environmental Kuznets Curve: Unleashing the Opportunity of Industry 4.0 in Emerging Economies," JRFM, MDPI, vol. 12(3), pages 1-18, July.
    5. Emeka Nkoro & Aham Kelvin Uko, 2016. "Autoregressive Distributed Lag (ARDL) cointegration technique: application and interpretation," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 5(4), pages 1-3.
    6. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    7. Sanchez, Luis F. & Stern, David I., 2016. "Drivers of industrial and non-industrial greenhouse gas emissions," Ecological Economics, Elsevier, vol. 124(C), pages 17-24.
    8. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    9. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    10. Holtz-Eakin, Douglas & Selden, Thomas M., 1995. "Stoking the fires? CO2 emissions and economic growth," Journal of Public Economics, Elsevier, vol. 57(1), pages 85-101, May.
    11. Fernández-Amador, Octavio & Francois, Joseph F. & Oberdabernig, Doris A. & Tomberger, Patrick, 2017. "Carbon Dioxide Emissions and Economic Growth: An Assessment Based on Production and Consumption Emission Inventories," Ecological Economics, Elsevier, vol. 135(C), pages 269-279.
    12. Kaika, Dimitra & Zervas, Efthimios, 2013. "The Environmental Kuznets Curve (EKC) theory—Part A: Concept, causes and the CO2 emissions case," Energy Policy, Elsevier, vol. 62(C), pages 1392-1402.
    13. World Bank & International Monetary Fund, 2008. "Global Monitoring Report 2008 : MDGs and the Environment, Agenda for Inclusive and Sustainable Development," World Bank Publications - Books, The World Bank Group, number 6518.
    14. Kentaka Aruga, 2019. "Investigating the Energy-Environmental Kuznets Curve Hypothesis for the Asia-Pacific Region," Sustainability, MDPI, vol. 11(8), pages 1-12, April.
    15. Haeyeon Yoon & Almas Heshmati, 2021. "Do environmental regulations affect FDI decisions? The pollution haven hypothesis revisited," Science and Public Policy, Oxford University Press, vol. 48(1), pages 122-131.
    16. Ceyhun Elgin & Oğuz Öztunalı, 2014. "Environmental Kuznets Curve for the Informal Sector of Turkey (1950-2009)," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(4), pages 471-485, September.
    17. Li, Tingting & Wang, Yong & Zhao, Dingtao, 2016. "Environmental Kuznets Curve in China: New evidence from dynamic panel analysis," Energy Policy, Elsevier, vol. 91(C), pages 138-147.
    18. Khanna, Neha & Plassmann, Florenz, 2004. "The demand for environmental quality and the environmental Kuznets Curve hypothesis," Ecological Economics, Elsevier, vol. 51(3-4), pages 225-236, December.
    19. Jarita Duasa, 2007. "Determinants of Malaysian Trade Balance: An ARDL Bound Testing Approach," Global Economic Review, Taylor & Francis Journals, vol. 36(1), pages 89-102.
    20. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    21. Andreoni, James & Levinson, Arik, 2001. "The simple analytics of the environmental Kuznets curve," Journal of Public Economics, Elsevier, vol. 80(2), pages 269-286, May.
    22. Zheng Fang & Bihong Huang & Zhuoxiang Yang, 2020. "Trade openness and the environmental Kuznets curve: Evidence from Chinese cities," The World Economy, Wiley Blackwell, vol. 43(10), pages 2622-2649, October.
    23. Granda, Catalina & Pérez, Luis Guillermo & Munoz, Juan Carlos, 2008. "The Environmental Kuznets Curve for Water Quality: An Analysis of its Appropriateness Using Unit Root and Cointegration Tests," Revista Lecturas de Economía, Universidad de Antioquia, CIE, November.
    24. Richard Schmalensee & Thomas M. Stoker & Ruth A. Judson, 1998. "World Carbon Dioxide Emissions: 1950-2050," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 15-27, February.
    25. Javaid, Waqas & Zulfiqar, Hasan, 2017. "Environmental Kuznets Curve: A Times Series Evidence from Pakistan," Journal of Quantitative Methods, University of Management and Technology, Lahore, Pakistan, vol. 1(1), pages 80-99.
    26. Orubu, Christopher O. & Omotor, Douglason G., 2011. "Environmental quality and economic growth: Searching for environmental Kuznets curves for air and water pollutants in Africa," Energy Policy, Elsevier, vol. 39(7), pages 4178-4188, July.
    27. Tamat Sarmidi & Abu Hassan Shaari Md Nor & Sulhi Ridzuan, 2015. "Environmental Stringency, Corruption and Foreign Direct Investment (Fdi): Lessons From Global Evidence," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 11(1), pages 1-85–96.
    28. Narayan, Paresh Kumar & Narayan, Seema, 2010. "Carbon dioxide emissions and economic growth: Panel data evidence from developing countries," Energy Policy, Elsevier, vol. 38(1), pages 661-666, January.
    29. Shahbaz, Muhammad & Jalil, Abdul & Dube, Smile, 2010. "Environmental Kuznets curve (EKC): Times series evidence from Portugal," MPRA Paper 27443, University Library of Munich, Germany.
    30. Jalil, Abdul & Mahmud, Syed F., 2009. "Environment Kuznets curve for CO2 emissions: A cointegration analysis for China," Energy Policy, Elsevier, vol. 37(12), pages 5167-5172, December.
    31. Acar Yasin & Gürdal Temel & Ekeryılmaz Şebnem, 2018. "Environmental Kuznets Curve for CO2 emissions: An analysis for developing, Middle East, OECD and OPEC countries," Environmental & Socio-economic Studies, Sciendo, vol. 6(4), pages 48-58, December.
    32. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    33. Shahid ALI & Maryam BIBI & Fazli RABBI, 2014. "A New Economic Dimension to the Environmental Kuznets Curve: Estimation of Environmental Efficiency in Case of Pakistan," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 4(1), pages 68-79, January.
    34. Muhammad Haseeb & Muhammad Azam, 2021. "Dynamic nexus among tourism, corruption, democracy and environmental degradation: a panel data investigation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(4), pages 5557-5575, April.
    35. Shahid ALI & Maryam BIBI & Fazli RABBI, 2014. "A New Economic Dimension to the Environmental Kuznets Curve: Estimation of Environmental Efficiency in Case of Pakistan," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 4(1), pages 68-79.
    36. Saboori, Behnaz & Sulaiman, Jamalludin & Mohd, Saidatulakmal, 2012. "Economic growth and CO2 emissions in Malaysia: A cointegration analysis of the Environmental Kuznets Curve," Energy Policy, Elsevier, vol. 51(C), pages 184-191.
    37. Apergis, Nicholas, 2016. "Environmental Kuznets curves: New evidence on both panel and country-level CO2 emissions," Energy Economics, Elsevier, vol. 54(C), pages 263-271.
    38. Benjamin A. T. Graham & Jacob R. Tucker, 2019. "The international political economy data resource," The Review of International Organizations, Springer, vol. 14(1), pages 149-161, March.
    Full references (including those not matched with items on IDEAS)

    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. Zhang, Qianxue & Liao, Hua & Hao, Yu, 2018. "Does one path fit all? An empirical study on the relationship between energy consumption and economic development for individual Chinese provinces," Energy, Elsevier, vol. 150(C), pages 527-543.
    2. Roxana Pincheira & Felipe Zuniga, 2021. "Environmental Kuznets curve bibliographic map: a systematic literature review," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(S1), pages 1931-1956, April.
    3. Sabuj Kumar Mandal & Devleena Chakravarty, 2017. "Role of energy in estimating turning point of Environmental Kuznets Curve: an econometric analysis of the existing studies," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 19(2), pages 387-401, October.
    4. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    5. Onafowora, Olugbenga A. & Owoye, Oluwole, 2014. "Bounds testing approach to analysis of the environment Kuznets curve hypothesis," Energy Economics, Elsevier, vol. 44(C), pages 47-62.
    6. Roxana Pincheira & Felipe Zuniga & Pablo Neudorfer, 2021. "Carbon Kuznets curve: a dynamic empirical approach for a panel data," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(4), pages 5523-5541, December.
    7. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    8. Azam, Muhammad & Khan, Abdul Qayyum, 2016. "Testing the Environmental Kuznets Curve hypothesis: A comparative empirical study for low, lower middle, upper middle and high income countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 63(C), pages 556-567.
    9. Jaruwan Chontanawat, 2020. "Dynamic Modelling of Causal Relationship between Energy Consumption, CO 2 Emission, and Economic Growth in SE Asian Countries," Energies, MDPI, vol. 13(24), pages 1-27, December.
    10. Ritu Rani & Naresh Kumar, 2019. "Investigating the Presence of Environmental Kuznets Curve Hypothesis in India and China: An Autoregressive Distributive Lag Approach," Jindal Journal of Business Research, , vol. 8(2), pages 194-210, December.
    11. Manuel A. Zambrano‐Monserrate & Mario Andres Fernandez, 2017. "An Environmental Kuznets Curve for N2O emissions in Germany: an ARDL approach," Natural Resources Forum, Blackwell Publishing, vol. 41(2), pages 119-127, May.
    12. 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.
    13. Fernández-Amador, Octavio & Francois, Joseph F. & Oberdabernig, Doris A. & Tomberger, Patrick, 2017. "Carbon Dioxide Emissions and Economic Growth: An Assessment Based on Production and Consumption Emission Inventories," Ecological Economics, Elsevier, vol. 135(C), pages 269-279.
    14. Atwi, Majed & Barberán, Ramón & Mur, Jesús & Angulo, Ana, 2018. "CO2 Kuznets Curve Revisited: From Cross-Sections to Panel Data Models," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 40, pages 169-196.
    15. Mansoor Ahmed KOONDHAR & Lingling QIU & Houjian LI & Weiwei LIU & Ge HE, 2018. "A nexus between air pollution, energy consumption and growth of economy: A comparative study between the USA and China-based on the ARDL bound testing approach," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 64(6), pages 265-276.
    16. Sofien, Tiba & Omri, Anis, 2016. "Literature survey on the relationships between energy variables, environment and economic growth," MPRA Paper 82555, University Library of Munich, Germany, revised 14 Sep 2016.
    17. Bastola, Umesh & Sapkota, Pratikshya, 2015. "Relationships among energy consumption, pollution emission, and economic growth in Nepal," Energy, Elsevier, vol. 80(C), pages 254-262.
    18. Ben Lahouel, Béchir & Taleb, Lotfi & Ben Zaied, Younes & Managi, Shunsuke, 2021. "Does ICT change the relationship between total factor productivity and CO2 emissions? Evidence based on a nonlinear model," Energy Economics, Elsevier, vol. 101(C).
    19. 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.
    20. Alexandra-Anca Purcel, 2020. "New insights into the environmental Kuznets curve hypothesis in developing and transition economies: a literature survey," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 22(4), pages 585-631, October.

    More about this item

    Keywords

    Carbon dioxide emissions; EKC; Income; MENA region;
    All these keywords.

    JEL classification:

    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
    • N55 - Economic History - - Agriculture, Natural Resources, Environment and Extractive Industries - - - Asia including Middle East

    Statistics

    Access and download statistics

    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:spr:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01372-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.