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Asymmetric threshold effects of economic growth on renewable energy in response to energy price fluctuations

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  • Boulanouar, Zakaria
  • Essid, Lobna
  • Farid, Saqib
  • Ben Mahjoub, Lassaad

Abstract

Using a panel smooth threshold regression to analyze data from 17 Middle East and North Africa (MENA) countries, this study investigates how asymmetries in energy price (EP) fluctuations impact renewable energy (RE) development, considering varying economic growth rates. The findings reveal that EP fluctuations influence RE development differently across income levels. In high-income countries, higher EPs stimulate RE expansion, while in low-income nations, they hinder it. These results support the substitution hypothesis, indicating that higher EPs encourage a shift toward alternative RE sources, though only within the high-GDP per capita regime in the MENA region. This evidence challenges the notion of a one-size-fits-all energy policy for MENA, highlighting the need for tailored strategies based on individual countries' economic contexts. High-income nations should prioritize subsidy removal to incentivize RE investments, whereas low-income countries require phased approaches to maintain economic stability. The study's broader implications extend to global energy policy, advocating for differentiated strategies that balance sustainable energy transitions with economic growth.

Suggested Citation

  • Boulanouar, Zakaria & Essid, Lobna & Farid, Saqib & Ben Mahjoub, Lassaad, 2025. "Asymmetric threshold effects of economic growth on renewable energy in response to energy price fluctuations," The Journal of Economic Asymmetries, Elsevier, vol. 31(C).
    • Handle: RePEc:eee:joecas:v:31:y:2025:i:c:s1703494925000143
    DOI: 10.1016/j.jeca.2025.e00414
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    1. Yildirim, Ertuğrul & Saraç, Şenay & Aslan, Alper, 2012. "Energy consumption and economic growth in the USA: Evidence from renewable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(9), pages 6770-6774.
    2. Menegaki, Angeliki N., 2011. "Growth and renewable energy in Europe: A random effect model with evidence for neutrality hypothesis," Energy Economics, Elsevier, vol. 33(2), pages 257-263, March.
    3. Ohler, Adrienne & Fetters, Ian, 2014. "The causal relationship between renewable electricity generation and GDP growth: A study of energy sources," Energy Economics, Elsevier, vol. 43(C), pages 125-139.
    4. Apergis, Nicholas & Payne, James E., 2014. "Renewable energy, output, CO2 emissions, and fossil fuel prices in Central America: Evidence from a nonlinear panel smooth transition vector error correction model," Energy Economics, Elsevier, vol. 42(C), pages 226-232.
    5. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    6. Evangelos Kyritsis and Apostolos Serletis, 2019. "Oil Prices and the Renewable Energy Sector," The Energy Journal, International Association for Energy Economics, vol. 0(The New E).
    7. Caner, Mehmet & Hansen, Bruce E., 2004. "Instrumental Variable Estimation Of A Threshold Model," Econometric Theory, Cambridge University Press, vol. 20(5), pages 813-843, October.
    8. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and growth in Eurasia," Energy Economics, Elsevier, vol. 32(6), pages 1392-1397, November.
    9. Farid, Saqib & Karim, Sitara & Naeem, Muhammad A. & Nepal, Rabindra & Jamasb, Tooraj, 2023. "Co-movement between dirty and clean energy: A time-frequency perspective," Energy Economics, Elsevier, vol. 119(C).
    10. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    11. Managi, Shunsuke & Okimoto, Tatsuyoshi, 2013. "Does the price of oil interact with clean energy prices in the stock market?," Japan and the World Economy, Elsevier, vol. 27(C), pages 1-9.
    12. Shahbaz, Muhammad & Raghutla, Chandrashekar & Chittedi, Krishna Reddy & Jiao, Zhilun & Vo, Xuan Vinh, 2020. "The effect of renewable energy consumption on economic growth: Evidence from the renewable energy country attractive index," Energy, Elsevier, vol. 207(C).
    13. Awijen, Haithem & Belaïd, Fateh & Zaied, Younes Ben & Hussain, Nazim & Lahouel, Béchir Ben, 2022. "Renewable energy deployment in the MENA region: Does innovation matter?," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    14. Li, Biqing & Amin, Azka & Nureen, Naila & Saqib, Najia & Wang, LingYan & Rehman, Mubeen Abdur, 2024. "Assessing factors influencing renewable energy deployment and the role of natural resources in MENA countries," Resources Policy, Elsevier, vol. 88(C).
    15. Sadorsky, Perry, 2009. "Renewable energy consumption and income in emerging economies," Energy Policy, Elsevier, vol. 37(10), pages 4021-4028, October.
    16. Omri, Emna & Saadaoui, Haifa & Bazin, Damien, 2024. "Are renewable energy resources, oil price, and trade openness helping France achieve its environmental targets? Evidence from an asymmetric analysis," The Journal of Economic Asymmetries, Elsevier, vol. 30(C).
    17. Ahmad, Wasim, 2017. "On the dynamic dependence and investment performance of crude oil and clean energy stocks," Research in International Business and Finance, Elsevier, vol. 42(C), pages 376-389.
    18. 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.
    19. Chroufa, Mohamed Ali & Chtourou, Nouri, 2023. "Financial development threshold effect on wealth inequality-economic growth nexus: Evidence from MENA economies," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
    20. Salim, Ruhul A. & Hassan, Kamrul & Shafiei, Sahar, 2014. "Renewable and non-renewable energy consumption and economic activities: Further evidence from OECD countries," Energy Economics, Elsevier, vol. 44(C), pages 350-360.
    21. Destek, Mehmet Akif & Aslan, Alper, 2017. "Renewable and non-renewable energy consumption and economic growth in emerging economies: Evidence from bootstrap panel causality," Renewable Energy, Elsevier, vol. 111(C), pages 757-763.
    22. Furuoka, Fumitaka, 2017. "Renewable electricity consumption and economic development: New findings from the Baltic countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 450-463.
    23. Reboredo, Juan C., 2015. "Is there dependence and systemic risk between oil and renewable energy stock prices?," Energy Economics, Elsevier, vol. 48(C), pages 32-45.
    24. Philipp Dees & Georgeta Vidican Auktor, 2018. "Renewable energy and economic growth in the MENA region: empirical evidence and policy implications," Middle East Development Journal, Taylor & Francis Journals, vol. 10(2), pages 225-247, July.
    25. Karavias, Yiannis & Tzavalis, Elias, 2014. "Testing for unit roots in short panels allowing for a structural break," Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 391-407.
    26. Yosra Ghabri & Ahmed Ayadi & Khaled Guesmi, 2021. "Fossil energy and clean energy stock markets under COVID-19 pandemic," Applied Economics, Taylor & Francis Journals, vol. 53(43), pages 4962-4974, September.
    27. van Eyden, Reneé & Difeto, Mamothoana & Gupta, Rangan & Wohar, Mark E., 2019. "Oil price volatility and economic growth: Evidence from advanced economies using more than a century’s data," Applied Energy, Elsevier, vol. 233, pages 612-621.
    28. Fang, Yiping, 2011. "Economic welfare impacts from renewable energy consumption: The China experience," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 5120-5128.
    29. Pao, Hsiao-Tien & Li, Yi-Ying & Hsin-Chia Fu,, 2014. "Clean energy, non-clean energy, and economic growth in the MIST countries," Energy Policy, Elsevier, vol. 67(C), pages 932-942.
    30. 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.
    31. Apergis, Nicholas & Payne, James E., 2012. "Renewable and non-renewable energy consumption-growth nexus: Evidence from a panel error correction model," Energy Economics, Elsevier, vol. 34(3), pages 733-738.
    32. Xu, Guangyue & Yang, Mengge & Li, Shuang & Jiang, Mingqi & Rehman, Hafizur, 2024. "Evaluating the effect of renewable energy investment on renewable energy development in China with panel threshold model," Energy Policy, Elsevier, vol. 187(C).
    33. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    34. Al-Maamary, Hilal M.S. & Kazem, Hussein A. & Chaichan, Miqdam T., 2017. "The impact of oil price fluctuations on common renewable energies in GCC countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 989-1007.
    35. Moosavian, Seyed Farhan & Borzuei, Daryoosh & Ahmadi, Abolfazl, 2021. "Energy, exergy, environmental and economic analysis of the parabolic solar collector with life cycle assessment for different climate conditions," Renewable Energy, Elsevier, vol. 165(P1), pages 301-320.
    36. Ferrer, Román & Shahzad, Syed Jawad Hussain & López, Raquel & Jareño, Francisco, 2018. "Time and frequency dynamics of connectedness between renewable energy stocks and crude oil prices," Energy Economics, Elsevier, vol. 76(C), pages 1-20.
    37. Kumar, Surender & Managi, Shunsuke & Matsuda, Akimi, 2012. "Stock prices of clean energy firms, oil and carbon markets: A vector autoregressive analysis," Energy Economics, Elsevier, vol. 34(1), pages 215-226.
    38. 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).
    39. 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.
    40. Boulanouar, Zakaria & Essid, Lobna & Omri, Anis, 2024. "Achieving carbon neutrality in emerging markets: The dual impact of energy transition investments on economic growth and carbon emissions," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    41. Thai-Ha Le & Sabri Boubaker & Canh Phuc Nguyen, 2021. "The energy-growth nexus revisited: An analysis of different types of energy," Post-Print hal-04999073, HAL.
    42. Kahia, Montassar & Aïssa, Mohamed Safouane Ben & Lanouar, Charfeddine, 2017. "Renewable and non-renewable energy use - economic growth nexus: The case of MENA Net Oil Importing Countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 127-140.
    43. Daryoosh Borzuei & Seyed Farhan Moosavian & Abolfazl Ahmadi, 2022. "Investigating the dependence of energy prices and economic growth rates with emphasis on the development of renewable energy for sustainable development in Iran," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 848-854, October.
    44. He, Xiaojuan & Mishra, Shekhar & Aman, Ameenullah & Shahbaz, Muhammad & Razzaq, Asif & Sharif, Arshian, 2021. "The linkage between clean energy stocks and the fluctuations in oil price and financial stress in the US and Europe? Evidence from QARDL approach," Resources Policy, Elsevier, vol. 72(C).
    45. Nusair, Salah A., 2020. "The asymmetric effects of oil price changes on unemployment: Evidence from Canada and the U.S," The Journal of Economic Asymmetries, Elsevier, vol. 21(C).
    46. Chiu, Yi-Bin, 2017. "Carbon dioxide, income and energy: Evidence from a non-linear model," Energy Economics, Elsevier, vol. 61(C), pages 279-288.
    47. Tiba, Sofien, 2019. "Revisiting and revising the energy-growth nexus: A non-linear modeling analysis," Energy, Elsevier, vol. 178(C), pages 667-675.
    48. Boulanouar, Zakaria & Essid, Lobna, 2023. "Extending the resource curse hypothesis to sustainability: Unveiling the environmental impacts of Natural resources rents and subsidies in Fossil Fuel-rich MENA Countries," Resources Policy, Elsevier, vol. 87(PA).
    49. Yosra Ghabri & Ahmed Ayadi & Khaled Guesmi, 2021. "Fossil energy and clean energy stock markets under COVID-19 pandemic," Post-Print hal-04450356, HAL.
    50. Chang, Ting-Huan & Huang, Chien-Ming & Lee, Ming-Chih, 2009. "Threshold effect of the economic growth rate on the renewable energy development from a change in energy price: Evidence from OECD countries," Energy Policy, Elsevier, vol. 37(12), pages 5796-5802, December.
    51. Kahouli, Bassem, 2018. "The causality link between energy electricity consumption, CO2 emissions, R&D stocks and economic growth in Mediterranean countries (MCs)," Energy, Elsevier, vol. 145(C), pages 388-399.
    52. Henriques, Irene & Sadorsky, Perry, 2008. "Oil prices and the stock prices of alternative energy companies," Energy Economics, Elsevier, vol. 30(3), pages 998-1010, May.
    53. Pao, Hsiao-Tien & Fu, Hsin-Chia, 2013. "Renewable energy, non-renewable energy and economic growth in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 381-392.
    54. Dogan, Eyup & Seker, Fahri, 2016. "Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy," Renewable Energy, Elsevier, vol. 94(C), pages 429-439.
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