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Linking natural resources and environmental sustainability: A panel data approach based on the load capacity curve hypothesis

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  • Sinan Erdogan

Abstract

Economic development accelerated by natural resource use has caused many undesirable environmental consequences such as reducing the living standards of individuals and threatening human health. Therefore, whether natural resource abundance is a curse for individuals' welfare and environmental sustainability is one of the crucial topics in the literature. This study investigates the impact of natural resources on environmental sustainability by adopting the newly developed Load Capacity Curve hypothesis in the resource‐rich Sub‐Saharan African countries for the period from 1990 to 2020 by utilizing a set of panel data methods. The main estimation results can be outlined as follows: (i) cointegration tests show the existence of the long‐run relationship between variables, (ii) the Load Capacity Curve Hypothesis is valid in the model, and (iii) natural resource rent, energy consumption, and population density reduce environmental sustainability, (iv) empirical estimations for robustness check greatly confirm the finding obtained by baseline estimations. Therefore, policy‐makers in the resource‐rich Sub‐Saharan African countries should focus on establishing mechanisms for internalizing negative externalities of natural resource rent.

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  • Sinan Erdogan, 2024. "Linking natural resources and environmental sustainability: A panel data approach based on the load capacity curve hypothesis," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3182-3194, August.
    • Handle: RePEc:wly:sustdv:v:32:y:2024:i:4:p:3182-3194
    DOI: 10.1002/sd.2836
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    as
    1. Pata, Ugur Korkut & Kartal, Mustafa Tevfik & Erdogan, Sinan & Sarkodie, Samuel Asumadu, 2023. "The role of renewable and nuclear energy R&D expenditures and income on environmental quality in Germany: Scrutinizing the EKC and LCC hypotheses with smooth structural changes," Applied Energy, Elsevier, vol. 342(C).
    2. Shang, Yunfeng & Razzaq, Asif & Chupradit, Supat & Binh An, Nguyen & Abdul-Samad, Zulkiflee, 2022. "The role of renewable energy consumption and health expenditures in improving load capacity factor in ASEAN countries: Exploring new paradigm using advance panel models," Renewable Energy, Elsevier, vol. 191(C), pages 715-722.
    3. Muhammad Shahbaz & Smile Dube & Ilhan Ozturk & Abdul Jalil, 2015. "Testing the Environmental Kuznets Curve Hypothesis in Portugal," International Journal of Energy Economics and Policy, Econjournals, vol. 5(2), pages 475-481.
    4. 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.
    5. Havranek, Tomas & Horvath, Roman & Zeynalov, Ayaz, 2016. "Natural Resources and Economic Growth: A Meta-Analysis," World Development, Elsevier, vol. 88(C), pages 134-151.
    6. Dustin Chambers & Jang-Ting Guo, 2009. "Natural Resources and Economic Growth: Some Theory and Evidence," Annals of Economics and Finance, Society for AEF, vol. 10(2), pages 367-389, November.
    7. Pata, Ugur Korkut & Ertugrul, Hasan Murat, 2023. "Do the Kyoto Protocol, geopolitical risks, human capital and natural resources affect the sustainability limit? A new environmental approach based on the LCC hypothesis," Resources Policy, Elsevier, vol. 81(C).
    8. Zahoor Ahmed & Muhammad Mansoor Asghar & Muhammad Nasir Malik & Kishwar Nawaz, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Post-Print hal-03557938, HAL.
    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. 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. Shahbaz, Muhammad & Sinha, Avik, 2019. "Environmental Kuznets Curve for CO2 emission: A survey of empirical literature," MPRA Paper 100257, University Library of Munich, Germany, revised 2019.
    12. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    13. Danish, & Ulucak, Recep & Baloch, Muhammad Awais, 2023. "An empirical approach to the nexus between natural resources and environmental pollution: Do economic policy and environmental-related technologies make any difference?," Resources Policy, Elsevier, vol. 81(C).
    14. Ugur Korkut Pata, 2021. "Do renewable energy and health expenditures improve load capacity factor in the USA and Japan? A new approach to environmental issues," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(9), pages 1427-1439, December.
    15. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    16. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    17. Thorvaldur Gylfason & Gylfi Zoega, 2006. "Natural Resources and Economic Growth: The Role of Investment," The World Economy, Wiley Blackwell, vol. 29(8), pages 1091-1115, August.
    18. Al-Mulali, Usama & Saboori, Behnaz & Ozturk, Ilhan, 2015. "Investigating the environmental Kuznets curve hypothesis in Vietnam," Energy Policy, Elsevier, vol. 76(C), pages 123-131.
    19. 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.
    20. Thorvaldur Gylfason, 2006. "Natural Resources and Economic Growth: From Dependence to Diversification," Springer Books, in: Harry G. Broadman & Tiiu Paas & Paul J.J. Welfens (ed.), Economic Liberalization and Integration Policy, pages 201-231, Springer.
    21. 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.
    22. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    23. 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.
    24. Pata, Ugur Korkut & Isik, Cem, 2021. "Determinants of the load capacity factor in China: A novel dynamic ARDL approach for ecological footprint accounting," Resources Policy, Elsevier, vol. 74(C).
    25. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    26. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    27. Rahman, Mohammad Mafizur & Alam, Khosrul, 2021. "Clean energy, population density, urbanization and environmental pollution nexus: Evidence from Bangladesh," Renewable Energy, Elsevier, vol. 172(C), pages 1063-1072.
    28. Ercan Yasar & Güray Akalin & Sinan Erdogan & Samuel Asumadu Sarkodie, 2022. "Trading Kuznets curve: empirical analysis for China," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(3), pages 741-768, August.
    29. Abraham Ayobamiji Awosusi & Kaan Kutlay & Mehmet Altuntaş & Bakhtiyor Khodjiev & Ephraim Bonah Agyekum & Mokhtar Shouran & Mohamed Elgbaily & Salah Kamel, 2022. "A Roadmap toward Achieving Sustainable Environment: Evaluating the Impact of Technological Innovation and Globalization on Load Capacity Factor," IJERPH, MDPI, vol. 19(6), pages 1-16, March.
    30. Hussain, Jamal & Khan, Anwar & Zhou, Kui, 2020. "The impact of natural resource depletion on energy use and CO2 emission in Belt & Road Initiative countries: A cross-country analysis," Energy, Elsevier, vol. 199(C).
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    2. Abdullah Emre Caglar & Senem Gönenç & Mehmet Akif Destek, 2024. "Toward a sustainable environment within the framework of carbon neutrality scenarios: Evidence from the novel Fourier‐NARDL approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 6643-6655, December.

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