IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v141y2025ics0140988324007904.html
   My bibliography  Save this article

The impact of women's political empowerment on renewable energy demand: Evidence from OECD countries

Author

Listed:
  • Gozgor, Giray
  • Li, Jing
  • Saleem, Irfan
  • Shinwari, Riazullah

Abstract

The paper examines how women's political empowerment affects renewable energy demand, considering factors like energy costs, green technologies, and gross domestic product (GDP) growth in the panel dataset of 36 Organisation for Economic Cooperation and Development (OECD) economies from 1990 to 2022. The Least Absolute Shrinkage and Selection Operators (LASSOs) algorithms select the critical drivers of renewable energy demand. Then, the paper applies Bayesian Model Averaging (BMA), Partialing-out Linear Regression (POLR), Double Selection Linear Regression (DSLR), and Cross-fit Partialing-out Linear Regression (Cross-fit POLR) LASSO techniques to check the robustness of the LASSOs findings. It is found that gender inequality and green technologies have significant positive effects on renewable energy demand. Conversely, GDP growth exhibits a significant negative influence, while the effect of energy costs is found to be statistically insignificant. Potential policy implications are also discussed.

Suggested Citation

  • Gozgor, Giray & Li, Jing & Saleem, Irfan & Shinwari, Riazullah, 2025. "The impact of women's political empowerment on renewable energy demand: Evidence from OECD countries," Energy Economics, Elsevier, vol. 141(C).
  • Handle: RePEc:eee:eneeco:v:141:y:2025:i:c:s0140988324007904
    DOI: 10.1016/j.eneco.2024.108081
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988324007904
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2024.108081?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. Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2018. "Double/debiased machine learning for treatment and structural parameters," Econometrics Journal, Royal Economic Society, vol. 21(1), pages 1-68, February.
    2. Lin, Boqiang & Chen, Yufang, 2019. "Does electricity price matter for innovation in renewable energy technologies in China?," Energy Economics, Elsevier, vol. 78(C), pages 259-266.
    3. Sinha, Avik & Ghosh, Vinit & Hussain, Nazim & Nguyen, Duc Khuong & Das, Narasingha, 2023. "Green financing of renewable energy generation: Capturing the role of exogenous moderation for ensuring sustainable development," Energy Economics, Elsevier, vol. 126(C).
    4. Beck, Nathaniel & Katz, Jonathan N., 1995. "What To Do (and Not to Do) with Time-Series Cross-Section Data," American Political Science Review, Cambridge University Press, vol. 89(3), pages 634-647, September.
    5. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    6. Gozgor, Giray, 2016. "Are shocks to renewable energy consumption permanent or transitory? An empirical investigation for Brazil, China, and India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 913-919.
    7. A. Belloni & D. Chen & V. Chernozhukov & C. Hansen, 2012. "Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain," Econometrica, Econometric Society, vol. 80(6), pages 2369-2429, November.
    8. Li, Raymond & Lee, Hazel, 2022. "The role of energy prices and economic growth in renewable energy capacity expansion – Evidence from OECD Europe," Renewable Energy, Elsevier, vol. 189(C), pages 435-443.
    9. Zhang, Chuanguo & Zhou, Xiangxue, 2016. "Does foreign direct investment lead to lower CO2 emissions? Evidence from a regional analysis in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 943-951.
    10. Bamati, Narges & Raoofi, Ali, 2020. "Development level and the impact of technological factor on renewable energy production," Renewable Energy, Elsevier, vol. 151(C), pages 946-955.
    11. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LLC, vol. 7(3), pages 281-312, September.
    12. Alexandre Belloni & Victor Chernozhukov & Christian Hansen, 2014. "High-Dimensional Methods and Inference on Structural and Treatment Effects," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 29-50, Spring.
    13. Fernandez, Carmen & Ley, Eduardo & Steel, Mark F. J., 2001. "Benchmark priors for Bayesian model averaging," Journal of Econometrics, Elsevier, vol. 100(2), pages 381-427, February.
    14. Aller, Carlos & Ductor, Lorenzo & Grechyna, Daryna, 2021. "Robust determinants of CO2 emissions," Energy Economics, Elsevier, vol. 96(C).
    15. Carroll, P. & Singh, B. & Mangina, E., 2024. "Uncovering gender dimensions in energy policy using Natural Language Processing," Renewable and Sustainable Energy Reviews, Elsevier, vol. 193(C).
    16. Joshi, Jignesh M. & Dalei, Narendra N. & Mehta, Pratik, 2021. "Estimation of gross refining margin of Indian petroleum refineries using Driscoll-Kraay standard error estimator," Energy Policy, Elsevier, vol. 150(C).
    17. Isaac K. Ofori & Camara K. Obeng & Simplice A. Asongu, 2024. "What Really Drives Economic Growth in Sub-Saharan Africa? Evidence from the Lasso Regularization and Inferential Techniques," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 144-179, March.
    18. Thomas Dietz & Linda Kalof & Paul C. Stern, 2002. "Gender, Values, and Environmentalism," Social Science Quarterly, Southwestern Social Science Association, vol. 83(1), pages 353-364, March.
    19. Rustagi, Niharika & Opoku, Eric Evans Osei & Acheampong, Alex O., 2024. "Does gender diversity in politics improve access to electricity and electrification inequality? A global analysis," Energy Economics, Elsevier, vol. 131(C).
    20. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    21. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    22. Bush, Sarah Sunn, 2011. "International Politics and the Spread of Quotas for Women in Legislatures," International Organization, Cambridge University Press, vol. 65(1), pages 103-137, January.
    23. Zou, Hui, 2006. "The Adaptive Lasso and Its Oracle Properties," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 1418-1429, December.
    24. Atif, Muhammad & Hossain, Mohammed & Alam, Md Samsul & Goergen, Marc, 2021. "Does board gender diversity affect renewable energy consumption?," Journal of Corporate Finance, Elsevier, vol. 66(C).
    25. Walid Ben-Amar & Millicent Chang & Philip McIlkenny, 2017. "Board Gender Diversity and Corporate Response to Sustainability Initiatives: Evidence from the Carbon Disclosure Project," Journal of Business Ethics, Springer, vol. 142(2), pages 369-383, May.
    26. Acheampong, Alex O. & Opoku, Eric Evans Osei & Amankwaa, Afua & Dzator, Janet, 2024. "Energy poverty and gender equality in education: Unpacking the transmission channels," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    27. Mavisakalyan, Astghik & Tarverdi, Yashar, 2019. "Gender and climate change: Do female parliamentarians make difference?," European Journal of Political Economy, Elsevier, vol. 56(C), pages 151-164.
    28. Opoku, Eric Evans Osei & Kufuor, Nana Kwabena & Manu, Sylvester Adasi, 2021. "Gender, electricity access, renewable energy consumption and energy efficiency," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    29. Räty, R. & Carlsson-Kanyama, A., 2010. "Energy consumption by gender in some European countries," Energy Policy, Elsevier, vol. 38(1), pages 646-649, January.
    30. Victor Chernozhukov & Christian Hansen & Martin Spindler, 2015. "Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 649-688, August.
    31. Jayasinghe, Maneka & Selvanathan, E.A. & Selvanathan, Saroja, 2021. "Energy poverty in Sri Lanka," Energy Economics, Elsevier, vol. 101(C).
    32. Shankar Sankaran & Janet McIntyre‐Mills, 2022. "Energy justice in renewable energy projects: How learning about indigenous knowledge systems could inform systemic practice," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(5), pages 962-974, September.
    33. Shinwari, Riazullah & Yangjie, Wang & Payab, Ahmad Haseeb & Kubiczek, Jakub & Dördüncü, Hazar, 2022. "What drives investment in renewable energy resources? Evaluating the role of natural resources volatility and economic performance for China," Resources Policy, Elsevier, vol. 77(C).
    34. Carlsson-Kanyama, Annika & Linden, Anna-Lisa, 2007. "Energy efficiency in residences--Challenges for women and men in the North," Energy Policy, Elsevier, vol. 35(4), pages 2163-2172, April.
    35. Lori M. Hunter & Alison Hatch & Aaron Johnson, 2004. "Cross‐National Gender Variation in Environmental Behaviors," Social Science Quarterly, Southwestern Social Science Association, vol. 85(3), pages 677-694, September.
    36. Nepal, Rabindra & Liu, Yang & Wang, Jianda & Dong, Kangyin, 2024. "How does green finance promote renewable energy technology innovation? A quasi-natural experiment perspective," Energy Economics, Elsevier, vol. 134(C).
    37. Ssennono, Vincent Fred & Ntayi, Joseph M. & Buyinza, Faisal & Wasswa, Francis & Aarakit, Sylvia Manjeri & Mukiza, Chris Ndatira, 2021. "Energy poverty in Uganda: Evidence from a multidimensional approach," Energy Economics, Elsevier, vol. 101(C).
    38. Agarwal, Bina, 2013. "Gender and Green Governance: The Political Economy of Women's Presence Within and Beyond Community Forestry," OUP Catalogue, Oxford University Press, number 9780199683024, Decembrie.
    39. Li, Jiajia & Zhang, Jian & Zhang, Dayong & Ji, Qiang, 2019. "Does gender inequality affect household green consumption behaviour in China?," Energy Policy, Elsevier, vol. 135(C).
    40. Shinwari, Riazullah & Wang, Yangjie & Gozgor, Giray & Mousavi, Mahdi, 2024. "Does FDI affect energy consumption in the belt and road initiative economies? The role of green technologies," Energy Economics, Elsevier, vol. 132(C).
    41. Liu, Yonghong & Lei, Lijun & Buttner, E. Holly, 2020. "Establishing the boundary conditions for female board directors’ influence on firm performance through CSR," Journal of Business Research, Elsevier, vol. 121(C), pages 112-120.
    42. Al Mamun, Md & Boubaker, Sabri & Hossain, Md Zakir & Manita, Riadh, 2024. "Female political empowerment and green finance," Energy Economics, Elsevier, vol. 131(C).
    43. Buenstorf, Guido & Cordes, Christian, 2008. "Can sustainable consumption be learned? A model of cultural evolution," Ecological Economics, Elsevier, vol. 67(4), pages 646-657, November.
    44. 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).
    45. Bush, Sarah Sunn & Clayton, Amanda, 2023. "Facing Change: Gender and Climate Change Attitudes Worldwide," American Political Science Review, Cambridge University Press, vol. 117(2), pages 591-608, May.
    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. Rustagi, Niharika & Opoku, Eric Evans Osei & Acheampong, Alex O., 2024. "Does gender diversity in politics improve access to electricity and electrification inequality? A global analysis," Energy Economics, Elsevier, vol. 131(C).
    2. Wang, Yangjie & Shinwari, Riazullah & Naeem, Muhammad Abubakr, 2024. "The effects of green technology and globalization on energy demand in emerging economies," Renewable Energy, Elsevier, vol. 237(PC).
    3. Acheampong, Alex O. & Opoku, Eric Evans Osei & Amankwaa, Afua & Dzator, Janet, 2024. "Energy poverty and gender equality in education: Unpacking the transmission channels," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    4. Shinwari, Riazullah & Wang, Yangjie & Gozgor, Giray & Mousavi, Mahdi, 2024. "Does FDI affect energy consumption in the belt and road initiative economies? The role of green technologies," Energy Economics, Elsevier, vol. 132(C).
    5. Eric Evans Osei Opoku & Kingsley E. Dogah & Nana Kwabena Kufuor & Alex O. Acheampong, 2024. "The importance of human development in combating energy poverty," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(2), pages 1189-1209, March.
    6. Dilla, Diana, 2017. "Staatsverschuldung und Verschuldungsmentalität [Public Debt and Debt Mentality]," MPRA Paper 79432, University Library of Munich, Germany.
    7. Kaewnern, Hathaipat & Wangkumharn, Sirikul & Deeyaonarn, Wongsathon & Yousaf, Abaid Ullah & Kongbuamai, Nattapan, 2023. "Investigating the role of research development and renewable energy on human development: An insight from the top ten human development index countries," Energy, Elsevier, vol. 262(PB).
    8. Eduardo Polloni-Silva & Diogo Ferraz & Flávia de Castro Camioto & Daisy Aparecida do Nascimento Rebelatto & Herick Fernando Moralles, 2021. "Environmental Kuznets Curve and the Pollution-Halo/Haven Hypotheses: An Investigation in Brazilian Municipalities," Sustainability, MDPI, vol. 13(8), pages 1-19, April.
    9. Cotte Poveda Alexander, 2011. "Socio-Economic Development and Violence: An Empirical Application for Seven Metropolitan Areas in Colombia," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 17(1), pages 1-23, September.
    10. Isaac K. Ofori & Camara K. Obeng & Simplice A. Asongu, 2024. "What Really Drives Economic Growth in Sub-Saharan Africa? Evidence from the Lasso Regularization and Inferential Techniques," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 144-179, March.
    11. Wei Li & Tao Zhao & Yanan Wang & Fang Guo, 2017. "Investigating the learning effects of technological advancement on CO2 emissions: a regional analysis in China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 88(2), pages 1211-1227, September.
    12. Helmut Wasserbacher & Martin Spindler, 2022. "Machine learning for financial forecasting, planning and analysis: recent developments and pitfalls," Digital Finance, Springer, vol. 4(1), pages 63-88, March.
    13. Ofori, Isaac K. & Quaidoo, Christopher & Ofori, Pamela E., 2021. "What Drives Financial Sector Development in Africa? Insights from Machine Learning," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue forthcomi.
    14. Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2019. "Non-separable models with high-dimensional data," Journal of Econometrics, Elsevier, vol. 212(2), pages 646-677.
    15. Alena Skolkova, 2023. "Instrumental Variable Estimation with Many Instruments Using Elastic-Net IV," CERGE-EI Working Papers wp759, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    16. Zhao, Xin-Xin & Zheng, Mingbo & Fu, Qiang, 2022. "How natural disasters affect energy innovation? The perspective of environmental sustainability," Energy Economics, Elsevier, vol. 109(C).
    17. Helmut Wasserbacher & Martin Spindler, 2021. "Machine Learning for Financial Forecasting, Planning and Analysis: Recent Developments and Pitfalls," Papers 2107.04851, arXiv.org.
    18. Lee, Gi-Eu & Rollins, Kimberly S. & Singletary, Loretta, 2018. "Farm-level Cropping Decision and Irrigation Water Use under Both Institutional and Hydrological Constraints," 2018 Annual Meeting, August 5-7, Washington, D.C. 274321, Agricultural and Applied Economics Association.
    19. Connor Lennon & Edward Rubin & Glen Waddell, 2025. "Machine learning the first stage in 2SLS: Practical guidance from bias decomposition and simulation," Papers 2505.13422, arXiv.org.
    20. Acheampong, Alex O. & Said, Rabie, 2024. "Financial inclusion and the global net-zero emissions agenda: Does governance quality matter?," Energy Economics, Elsevier, vol. 137(C).

    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:eee:eneeco:v:141:y:2025:i:c:s0140988324007904. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    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.