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The Impact of Economic Indicators on Renewable Energy Consumption in Southern Africa: Evidence from Residual Augmented Least Squares Cointegration and Method of Moments Quantile Regression Models

Author

Listed:
  • Mehdi Seraj

    (Department of Economics, Near East University, Nicosia 99138, Cyprus)

  • Annette Siakamba

    (Department of Economics, Near East University, Nicosia 99138, Cyprus)

  • Huseyin Ozdeser

    (Department of Economics, Near East University, Nicosia 99138, Cyprus)

Abstract

Renewable energy has emerged as a transformative and essential alternative in the global energy sector. Many countries are striving to achieve the Sustainable Development Goals (SDGs) established by the United Nations for 2030, particularly the goal of ensuring that all individuals have access to clean and affordable energy. This paper re-examines the impact of economic growth (EG), trade openness (TO), exchange rates (ER), foreign direct investment (FDI), green finance (GF), and oil prices (OL) on renewable energy consumption (REC) across 14 Southern African countries: South Africa, Botswana, Lesotho, Namibia, Tanzania, Madagascar, Mauritius, Kenya, the Comoros, Zambia, Eswatini, Rwanda, Angola, and Mozambique, during the period of 2000 to 2022. This study employed cointegration and unit root tests, as well as the RALS-EG and MMQR models, to estimate the long-run relationships among the variables. The results reveal that renewable energy consumption is positively and directly related to economic growth, trade openness, exchange rates, green finance, and foreign direct investment across all quantiles (q05–q95), with no evidence of asymmetric effects. These findings suggest that economic growth, green finance, and foreign direct investment are crucial for fostering renewable energy innovation in Southern African countries. Policymakers are encouraged to prioritize strategies that enhance these factors as a foundation for achieving sustainable energy solutions.

Suggested Citation

  • Mehdi Seraj & Annette Siakamba & Huseyin Ozdeser, 2025. "The Impact of Economic Indicators on Renewable Energy Consumption in Southern Africa: Evidence from Residual Augmented Least Squares Cointegration and Method of Moments Quantile Regression Models," Sustainability, MDPI, vol. 17(8), pages 1-18, April.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:8:p:3496-:d:1634258
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    1. Chen, Yulong & Wang, Zheng & Zhong, Zhangqi, 2019. "CO2 emissions, economic growth, renewable and non-renewable energy production and foreign trade in China," Renewable Energy, Elsevier, vol. 131(C), pages 208-216.
    2. Im, Kyung So & Schmidt, Peter, 2008. "More efficient estimation under non-normality when higher moments do not depend on the regressors, using residual augmented least squares," Journal of Econometrics, Elsevier, vol. 144(1), pages 219-233, May.
    3. Zhang, Mingming & Zhang, Shichang & Lee, Chien-Chiang & Zhou, Dequn, 2021. "Effects of trade openness on renewable energy consumption in OECD countries: New insights from panel smooth transition regression modelling," Energy Economics, Elsevier, vol. 104(C).
    4. Lv, Zhaojiang & Chen, Lan & Ali, Syed Ahtsham & Muda, Iskandar & Alromaihi, Abdullah & Boltayev, Jurabek Yusufovich, 2024. "Financial technologies, green technologies and natural resource nexus with sustainable development goals: Evidence from resource abundant economies using MMQR estimation," Resources Policy, Elsevier, vol. 89(C).
    5. Shah, Imran Hussain & Hiles, Charlie & Morley, Bruce, 2018. "How do oil prices, macroeconomic factors and policies affect the market for renewable energy?," Applied Energy, Elsevier, vol. 215(C), pages 87-97.
    6. Wei, Xiaobo & Mohsin, Muhammad & Zhang, Qiongxin, 2022. "Role of foreign direct investment and economic growth in renewable energy development," Renewable Energy, Elsevier, vol. 192(C), pages 828-837.
    7. Xueqing Kang & Farman Ullah Khan & Raza Ullah & Muhammad Arif & Shams Ur Rehman & Farid Ullah, 2021. "Does Foreign Direct Investment Influence Renewable Energy Consumption? Empirical Evidence from South Asian Countries," Energies, MDPI, vol. 14(12), pages 1-15, June.
    8. Bahram Adrangi & Lauren Kerr, 2022. "Sustainable Development Indicators and Their Relationship to GDP: Evidence from Emerging Economies," Sustainability, MDPI, vol. 14(2), pages 1-13, January.
    9. Ahmed Samour & M. Mine Baskaya & Turgut Tursoy, 2022. "The Impact of Financial Development and FDI on Renewable Energy in the UAE: A Path towards Sustainable Development," Sustainability, MDPI, vol. 14(3), pages 1-14, January.
    10. Lee, Chien-Chiang & Wang, Fuhao & Chang, Yu-Fang, 2023. "Does green finance promote renewable energy? Evidence from China," Resources Policy, Elsevier, vol. 82(C).
    11. Wang, Zhe & Yao-Ping Peng, Michael & Anser, Muhammad Khalid & Chen, Zhong, 2023. "Research on the impact of green finance and renewable energy on energy efficiency: The case study E−7 economies," Renewable Energy, Elsevier, vol. 205(C), pages 166-173.
    12. Troster, Victor & Shahbaz, Muhammad & Uddin, Gazi Salah, 2018. "Renewable energy, oil prices, and economic activity: A Granger-causality in quantiles analysis," Energy Economics, Elsevier, vol. 70(C), pages 440-452.
    13. 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.
    14. Sadorsky, Perry, 2009. "Renewable energy consumption, CO2 emissions and oil prices in the G7 countries," Energy Economics, Elsevier, vol. 31(3), pages 456-462, May.
    15. Mukhtarov, Shahriyar & Mikayilov, Jeyhun I. & Maharramov, Shahin & Aliyev, Javid & Suleymanov, Elchin, 2022. "Higher oil prices, are they good or bad for renewable energy consumption: The case of Iran?," Renewable Energy, Elsevier, vol. 186(C), pages 411-419.
    16. Farhad Taghizadeh-Hesary & Naoyuki Yoshino, 2020. "Sustainable Solutions for Green Financing and Investment in Renewable Energy Projects," Energies, MDPI, vol. 13(4), pages 1-18, February.
    17. Hong, Yanran & Luo, Keyu & Xing, Xiaochao & Wang, Lu & Huynh, Luu Duc Toan, 2024. "Exchange rate movements and the energy transition," Energy Economics, Elsevier, vol. 136(C).
    18. Alam, Md. Mahmudul & Murad, Md. Wahid, 2020. "The impacts of economic growth, trade openness and technological progress on renewable energy use in organization for economic co-operation and development countries," Renewable Energy, Elsevier, vol. 145(C), pages 382-390.
    19. Wang, Qiang & Wang, Lili, 2020. "Renewable energy consumption and economic growth in OECD countries: A nonlinear panel data analysis," Energy, Elsevier, vol. 207(C).
    20. Osei, Michael J. & Kim, Jaebeom, 2020. "Foreign direct investment and economic growth: Is more financial development better?," Economic Modelling, Elsevier, vol. 93(C), pages 154-161.
    21. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    22. Shahbaz, Muhammad & Song, Malin & Ahmad, Shabbir & Vo, Xuan Vinh, 2022. "Does economic growth stimulate energy consumption? The role of human capital and R&D expenditures in China," Energy Economics, Elsevier, vol. 105(C).
    23. Muhammad Shahbaz & Naceur Khraief & Robert L. Czudaj, 2020. "Renewable energy consumption-economic growth nexus in G7 countries: New evidence from a nonlinear ARDL approach," Economics Bulletin, AccessEcon, vol. 40(4), pages 2828-2843.
    24. Nicholas Apergis & James E. Payne, 2014. "The causal dynamics between renewable energy, real GDP, emissions and oil prices: evidence from OECD countries," Applied Economics, Taylor & Francis Journals, vol. 46(36), pages 4519-4525, December.
    25. Becker, Bastian & Fischer, Doris, 2013. "Promoting renewable electricity generation in emerging economies," Energy Policy, Elsevier, vol. 56(C), pages 446-455.
    26. Bhattacharya, Mita & Paramati, Sudharshan Reddy & Ozturk, Ilhan & Bhattacharya, Sankar, 2016. "The effect of renewable energy consumption on economic growth: Evidence from top 38 countries," Applied Energy, Elsevier, vol. 162(C), pages 733-741.
    27. Shahbaz, Muhammad & Topcu, Betül Altay & Sarıgül, Sevgi Sümerli & Vo, Xuan Vinh, 2021. "The effect of financial development on renewable energy demand: The case of developing countries," Renewable Energy, Elsevier, vol. 178(C), pages 1370-1380.
    28. Chica-Olmo, Jorge & Sari-Hassoun, Salaheddine & Moya-Fernández, Pablo, 2020. "Spatial relationship between economic growth and renewable energy consumption in 26 European countries," Energy Economics, Elsevier, vol. 92(C).
    29. Nyiko Worship Hlongwane & Olebogeng David Daw, 2023. "Renewable Electricity Consumption and Economic Growth: A Comparative Study of South Africa and Zimbabwe," International Journal of Energy Economics and Policy, Econjournals, vol. 13(3), pages 197-206, May.
    30. Alharbi, Samar S. & Al Mamun, Md & Boubaker, Sabri & Rizvi, Syed Kumail Abbas, 2023. "Green finance and renewable energy: A worldwide evidence," Energy Economics, Elsevier, vol. 118(C).
    31. Zhao, Xin & Shang, Yuping & Magazzino, Cosimo & Madaleno, Mara & Mallek, Sabrine, 2023. "Multi-step impacts of environmental regulations on green economic growth: Evidence in the lens of natural resource dependence," Resources Policy, Elsevier, vol. 85(PB).
    32. Reitumetse Ngcobo & Milan Christian De Wet, 2024. "The Impact of Financial Development and Economic Growth on Renewable Energy Supply in South Africa," Sustainability, MDPI, vol. 16(6), pages 1-24, March.
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