IDEAS home Printed from https://ideas.repec.org/a/cwk/ajocsk/2025-71.html

The Interconnected Dynamics of Agricultural Growth, Employment, Renewable Energy, and Carbon Emissions: Evidence from Morocco

Author

Listed:
  • Redouane Lamharher

    (University Mohammed V)

  • Oussama Ritahi

    (University Hassan II)

  • Abdellah Echaoui

    (University Mohammed V)

Abstract

The Environmental Kuznets Curve posits that as economies develop, environmental pressures initially increase but subsequently decrease as incomes rise and societies adopt stricter environmental policies. This study explores the impact of CO2 emissions, renewable energy consumption, employment in the agricultural sector, and trade openness on agricultural GDP in Morocco. We utilized annual data from 1990 to 2022 and employed an ARDL (Autoregressive Distributed Lag) model. The analysis reveals a significant positive long-run relationship between COâ‚‚ emissions and agricultural GDP, indicating that higher emissions are associated with increased agricultural output. In contrast, employment does not exhibit a statistically significant long-term impact on agricultural GDP. Interestingly, renewable energy consumption shows a significant negative effect, suggesting that its current use in agriculture may not be fully efficient or adequately integrated into productive activities. In the short term, the results confirm dynamic interactions among the variables, with positive effects from both COâ‚‚ emissions and renewable energy consumption, while employment fluctuations present mixed outcomes. These conclusions underscore the importance of policies aimed at reducing CO2 emissions, optimizing the use of renewable energies, and promoting trade to foster sustainable growth in Morocco's agricultural sector.

Suggested Citation

  • Redouane Lamharher & Oussama Ritahi & Abdellah Echaoui, 2025. "The Interconnected Dynamics of Agricultural Growth, Employment, Renewable Energy, and Carbon Emissions: Evidence from Morocco," African Journal of Commercial Studies, African Journal of Commercial Studies, vol. 6(3).
  • Handle: RePEc:cwk:ajocsk:2025-71
    DOI: 10.59413/ajocs/v6.i3.17
    as

    Download full text from publisher

    File URL: https://ijcsacademia.com/index.php/journal/article/view/275
    Download Restriction: no

    File URL: https://libkey.io/10.59413/ajocs/v6.i3.17?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
    ---><---

    References listed on IDEAS

    as
    1. Patrice Dumas & Stefan Wirsenius & Tim Searchinger & Nadine Andrieu & Adrien Vogt-Schilb, 2022. "Options to achieve net - zero emissions from agriculture and land use changes in Latin America and the Caribbean," Post-Print halshs-03760573, HAL.
    2. Ayhan Orhan & Tomiwa Sunday Adebayo & Sema Yılmaz Genç & Dervis Kirikkaleli, 2021. "Investigating the Linkage between Economic Growth and Environmental Sustainability in India: Do Agriculture and Trade Openness Matter?," Sustainability, MDPI, vol. 13(9), pages 1-20, April.
    3. Christiane Baumeister & Lutz Kilian, 2016. "Forty Years of Oil Price Fluctuations: Why the Price of Oil May Still Surprise Us," Journal of Economic Perspectives, American Economic Association, vol. 30(1), pages 139-160, Winter.
    4. 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.
    5. Soren Jordan & Andrew Q. Philips, 2018. "Cointegration testing and dynamic simulations of autoregressive distributed lag modelsJournal: Stata Journal," Stata Journal, StataCorp LLC, vol. 18(4), pages 902-923, December.
    6. Okumus, İlyas & Guzel, Arif Eser & Destek, Mehmet Akif, 2021. "Renewable, Non-renewable Energy Consumption and Economic Growth Nexus in G7: Fresh Evidence from CS-ARDL," MPRA Paper 114136, University Library of Munich, Germany.
    7. Simbarashe Tendengu & Forget Mingiri Kapingura & Asrat Tsegaye, 2022. "Fiscal Policy and Economic Growth in South Africa," Economies, MDPI, vol. 10(9), pages 1-14, August.
    8. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
    9. Rimsha Khan & Amna Abbas & Aitazaz A. Farooque & Farhat Abbas & Xander Wang, 2022. "Mitigation of Greenhouse Gas Emissions from Agricultural Fields through Bioresource Management," Sustainability, MDPI, vol. 14(9), pages 1-18, May.
    10. Mounir Dahmani & Mohamed Mabrouki & Adel Ben Youssef, 2022. "ICT, trade openness and economic growth in Tunisia: what is going wrong?," Economic Change and Restructuring, Springer, vol. 55(4), pages 2317-2336, November.
    11. Banerjee, Anindya & Lumsdaine, Robin L & Stock, James H, 1992. "Recursive and Sequential Tests of the Unit-Root and Trend-Break Hypotheses: Theory and International Evidence," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(3), pages 271-287, July.
    12. Mosab I. Tabash & Umar Farooq & Samir K. Safi & Muhammad Nouman Shafiq & Krzysztof Drachal, 2022. "Nexus between Macroeconomic Factors and Economic Growth in Palestine: An Autoregressive Distributed Lag Approach," Economies, MDPI, vol. 10(6), pages 1-14, June.
    13. Fotio, Hervé Kaffo & Poumie, Boker & Baida, Louise Angèle & Nguena, Christian Lambert & Adams, Samuel, 2022. "A new look at the growth-renewable energy nexus: Evidence from a sectoral analysis in Sub-Saharan Africa," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 61-71.
    14. Ocal, Oguz & Aslan, Alper, 2013. "Renewable energy consumption–economic growth nexus in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 494-499.
    15. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    16. Solomon E. Uhunamure & Karabo Shale, 2021. "A SWOT Analysis Approach for a Sustainable Transition to Renewable Energy in South Africa," Sustainability, MDPI, vol. 13(7), pages 1-18, April.
    17. Kamil Sertoglu & Lucy Davou Philip & F rat Emir, 2021. "Assessing the Role of Agriculture and Energy Use on Environmental Sustainability: Evidence from RALS Cointegration Technique," International Journal of Energy Economics and Policy, Econjournals, vol. 11(6), pages 50-59.
    18. Gene M. Grossman & Alan B. Krueger, 1991. "Environmental Impacts of a North American Free Trade Agreement," NBER Working Papers 3914, National Bureau of Economic Research, Inc.
    19. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    20. repec:mpc:wpaper:06 is not listed on IDEAS
    21. Mohammad M. Khabbazan & Sascha Hokamp, 2022. "Decarbonizing the Global Economy—Investigating the Role of Carbon Emission Inertia Using the Integrated Assessment Model MIND," Economies, MDPI, vol. 10(8), pages 1-19, July.
    22. Baumeister, Christiane & Benati, Luca, 2010. "Unconventional monetary policy and the great recession - Estimating the impact of a compression in the yield spread at the zero lower bound," Working Paper Series 1258, European Central Bank.
    23. 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.
    24. George A. Akerlof & William R. Dickens & George L. Perry, 1996. "The Macroeconomics of Low Inflation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(1), pages 1-76.
    25. Nicoletta Batini & Edward Nelson, 2001. "The Lag from Monetary Policy Actions to Inflation: Friedman Revisited," International Finance, Wiley Blackwell, vol. 4(3), pages 381-400.
    26. Mompoloki Seketeme & Othusitse R. Madibela & Thabo Khumoetsile & Innocent Rugoho, 2022. "Ruminant contribution to enteric methane emissions and possible mitigation strategies in the Southern Africa Development Community region," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 27(7), pages 1-26, October.
    27. Shah, Muhammad Ibrahim & AbdulKareem, Hauwah K.K. & Zulfiqar khan, & Abbas, Shujaat, 2022. "Examining the agriculture induced Environmental Kuznets Curve hypothesis in BRICS economies: The role of renewable energy as a moderator," Renewable Energy, Elsevier, vol. 198(C), pages 343-351.
    28. Dyah Maya Nihayah & Izza Mafruhah & Lukman Hakim & Suryanto Suryanto, 2022. "CO 2 Emissions in Indonesia: The Role of Urbanization and Economic Activities towards Net Zero Carbon," Economies, MDPI, vol. 10(4), pages 1-20, March.
    29. Alexander Bilson Darku & Richard Yeboah, 2018. "Economic openness and income growth in developing countries: a regional comparative analysis," Applied Economics, Taylor & Francis Journals, vol. 50(8), pages 855-869, February.
    30. Alessandro Barattieri & Susanto Basu & Peter Gottschalk, 2014. "Some Evidence on the Importance of Sticky Wages," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(1), pages 70-101, January.
    31. Naqib Ullah Khan & Wajid Alim & Abida Begum & Heesup Han & Abdullah Mohamed, 2022. "Examining Factors That Influence the International Tourism in Pakistan and Its Nexus with Economic Growth: Evidence from ARDL Approach," Sustainability, MDPI, vol. 14(15), pages 1-15, August.
    32. Sandra Batten, & Rhiannon Sowerbutts & Misa Tanaka, 2016. "Let’s talk about the weather: the impact of climate change on central banks," Bank of England working papers 603, Bank of England.
    33. David Rezza Baqaee & Emmanuel Farhi, 2019. "The Macroeconomic Impact of Microeconomic Shocks: Beyond Hulten's Theorem," Econometrica, Econometric Society, vol. 87(4), pages 1155-1203, July.
    34. Liu, Xuyi & Zhang, Shun & Bae, Junghan, 2017. "The nexus of renewable energy-agriculture-environment in BRICS," Applied Energy, Elsevier, vol. 204(C), pages 489-496.
    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. Aluwani Tagwi, 2022. "The Impacts of Climate Change, Carbon Dioxide Emissions (CO 2 ) and Renewable Energy Consumption on Agricultural Economic Growth in South Africa: ARDL Approach," Sustainability, MDPI, vol. 14(24), pages 1-25, December.
    2. Kanjilal, Kakali & Ghosh, Sajal, 2013. "Environmental Kuznet’s curve for India: Evidence from tests for cointegration with unknown structuralbreaks," Energy Policy, Elsevier, vol. 56(C), pages 509-515.
    3. Ozturk, Ilhan & Acaravci, Ali, 2010. "CO2 emissions, energy consumption and economic growth in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3220-3225, December.
    4. Halicioglu, Ferda, 2009. "An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey," Energy Policy, Elsevier, vol. 37(3), pages 1156-1164, March.
    5. Shahbaz, Muhammad & Khraief, Naceur & Uddin, Gazi Salah & Ozturk, Ilhan, 2014. "Environmental Kuznets curve in an open economy: A bounds testing and causality analysis for Tunisia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 325-336.
    6. Ali, Wajahat & Abdullah, Azrai & Azam, Muhammad, 2017. "Re-visiting the environmental Kuznets curve hypothesis for Malaysia: Fresh evidence from ARDL bounds testing approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 990-1000.
    7. Duc Khuong Nguyen & Benoît Sévi & Bo Sjö & Gazi Salah Uddin, 2017. "The role of trade openness and investment in examining the energy-growth-pollution nexus: empirical evidence for China and India," Applied Economics, Taylor & Francis Journals, vol. 49(40), pages 4083-4098, August.
    8. Hatem Ahmed Adela & Wadeema BinHamoodah Aldhaheri & Ahmed Hatem Ali, 2025. "Dynamic Impacts of Economic Growth, Energy Use, Urbanization, and Trade Openness on Carbon Emissions in the United Arab Emirates," Sustainability, MDPI, vol. 17(13), pages 1-21, June.
    9. Maha Harbaoui Zrelli, 2017. "Renewable energy, non-renewable energy, carbon dioxide emissions and economic growth in selected Mediterranean countries," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 19(4), pages 691-709, October.
    10. 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.
    11. Chen, Yichun & Subhan, Mohammad & Ahmad, Gayas & Adil, Mohd & Zamir, M.N., 2024. "Unveiling the linkages among digital technology, economic growth, and carbon emissions: A resource management perspective," Resources Policy, Elsevier, vol. 91(C).
    12. Sharif, Arshian & Baris-Tuzemen, Ozge & Uzuner, Gizem & Ozturk, Ilhan & Sinha, Avik, 2020. "Revisiting the role of renewable and non-renewable energy consumption on Turkey’s ecological footprint: Evidence from Quantile ARDL approach," MPRA Paper 100044, University Library of Munich, Germany.
    13. Guglielmo Maria Caporale & Gloria Claudio-Quiroga & Luis A. Gil-Alana, 2019. "CO2 Emissions and GDP: Evidence from China," CESifo Working Paper Series 7881, CESifo.
    14. Abbasi, Kashif Raza & Shahbaz, Muhammad & Zhang, Jinjun & Irfan, Muhammad & Alvarado, Rafael, 2022. "Analyze the environmental sustainability factors of China: The role of fossil fuel energy and renewable energy," Renewable Energy, Elsevier, vol. 187(C), pages 390-402.
    15. Bölük, Gülden & Mert, Mehmet, 2015. "The renewable energy, growth and environmental Kuznets curve in Turkey: An ARDL approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 587-595.
    16. Acaravci, Ali & Ozturk, Ilhan, 2010. "On the relationship between energy consumption, CO2 emissions and economic growth in Europe," Energy, Elsevier, vol. 35(12), pages 5412-5420.
    17. Caner Demir & Raif Cergibozan & Ali Ari, 2020. "Environmental dimension of innovation: time series evidence from Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(3), pages 2497-2516, March.
    18. Kohler, Marcel, 2013. "CO2 emissions, energy consumption, income and foreign trade: A South African perspective," Energy Policy, Elsevier, vol. 63(C), pages 1042-1050.
    19. Aamir Javed & Agnese Rapposelli & Mohsin Shah & Asif Javed, 2023. "Nexus between Energy Consumption, Foreign Direct Investment, Oil Prices, Economic Growth, and Carbon Emissions in Italy: Fresh Evidence from Autoregressive Distributed Lag and Wavelet Coherence Approach," Energies, MDPI, vol. 16(16), pages 1-23, August.
    20. Zhang, Yu & Zhang, Sufang, 2018. "The impacts of GDP, trade structure, exchange rate and FDI inflows on China's carbon emissions," Energy Policy, Elsevier, vol. 120(C), pages 347-353.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    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:cwk:ajocsk:2025-71. 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: Dr. Charles G. Kamau (email available below). General contact details of provider: https://ijcsacademia.com/index.php/journal .

    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.