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Winding down Spain's looming energy poverty amid green energy transition: Evidence from novel multivariate quantile-on-quantile (M-QQR) regression

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  • Ramzan, Muhammad
  • Hossain, Mohammad Razib
  • Eskandari, Hamidreza
  • Razi, Ummara
  • Adeboya, Tamewa S

Abstract

Universal access to energy is instrumental in the pursuit of sustainable development. However, energy security in the era of energy transition has become a massive challenge for energy stakeholders and policymakers. Prolonged winters and energy insecurity issues have forced residents in many European territories to depend more on pollution-intensive biomass energies (i.e., fuelwood), leading to a crackdown on establishing an ecological civilization. As such, we scrutinize how green energy transition (REN), information globalization (IGL), green innovation (GIN), and natural resources rent (RNT) help combat Spain's energy poverty. We use quarterly data from 1990-Q2 to 2021-Q4 and employ novel non-parametric multivariate quantile-on-quantile (M-QQR) and quantile-on-quantile Granger causality approaches. We note the following findings: 1) Renewable energy transition is instrumental in curbing Spain's hidden energy poverty. 2) As the real income falls, low-income residents' energy affordability gets compromised, while the opposite holds for an income hike. 3) Green innovation and resource rent strongly reduce Spain's energy poverty. 4) Moreover, information globalization improves Spain's access to electricity. The findings of our study offer significant policy implications, particularly in the context of the attainment of resilience in energy use through the green revolution aimed at achieving SDGs 7 and 13. These insights can help shape strategies and initiatives to foster sustainable development and address the challenges related to energy security and environmental sustainability.

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  • Ramzan, Muhammad & Hossain, Mohammad Razib & Eskandari, Hamidreza & Razi, Ummara & Adeboya, Tamewa S, 2025. "Winding down Spain's looming energy poverty amid green energy transition: Evidence from novel multivariate quantile-on-quantile (M-QQR) regression," Energy Economics, Elsevier, vol. 145(C).
    • Handle: RePEc:eee:eneeco:v:145:y:2025:i:c:s0140988325002609
    DOI: 10.1016/j.eneco.2025.108436
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    as
    1. Fiza Shaheen & Muhammad Saeed Lodhi & Joanna Rosak-Szyrocka & Khalid Zaman & Usama Awan & Muhammad Asif & Waqas Ahmed & Maria Siddique, 2022. "Cleaner Technology and Natural Resource Management: An Environmental Sustainability Perspective from China," Clean Technol., MDPI, vol. 4(3), pages 1-23, June.
    2. Martín García Vaquero & Antonio Sánchez-Bayón & José Lominchar, 2021. "European Green Deal and Recovery Plan: Green Jobs, Skills and Wellbeing Economics in Spain," Energies, MDPI, vol. 14(14), pages 1-20, July.
    3. Sun, Jiamu & Xue, Jiaan & Qiu, Xiaodong, 2023. "Has the sustainable energy transition in China's resource-based cities promoted green technology innovation in firms?," Socio-Economic Planning Sciences, Elsevier, vol. 87(PA).
    4. Bai, Rongjun & Liu, Yan, 2023. "Natural resources as a source of financing energy poverty reduction? Resources extraction perspective," Resources Policy, Elsevier, vol. 82(C).
    5. 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).
    6. Ioana Anda Milin & Mariana Claudia Mungiu Pupazan & Abdul Rehman & Irina Elena Chirtoc & Nicolae Ecobici, 2022. "Examining the Relationship between Rural and Urban Populations’ Access to Electricity and Economic Growth: A New Evidence," Sustainability, MDPI, vol. 14(13), pages 1-16, July.
    7. Xie, Lunyu & Hu, Xian & Zhang, Xinyi & Zhang, Xiao-Bing, 2022. "Who suffers from energy poverty in household energy transition? Evidence from clean heating program in rural China," Energy Economics, Elsevier, vol. 106(C).
    8. 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.
    9. Das, Narasingha & Gangopadhyay, Partha & Alghamdi, Thamer & Sarwar, Suleman & Haseeb, Mohammad & Barut, Abdulkadir & Dey, Labani, 2023. "Understanding the role of efficiency in the electricity generation process for promoting human development in India: Findings from the novel multiple threshold nonlinear ARDL modelling," Utilities Policy, Elsevier, vol. 82(C).
    10. Ongo Nkoa, Bruno Emmanuel & Tadadjeu, Sosson & Njangang, Henri, 2023. "Rich in the dark: Natural resources and energy poverty in Sub-Saharan Africa," Resources Policy, Elsevier, vol. 80(C).
    11. Fu, Zheng & Chen, Zhiguo & Sharif, Arshian & Razi, Ummara, 2022. "The role of financial stress, oil, gold and natural gas prices on clean energy stocks: Global evidence from extreme quantile approach," Resources Policy, Elsevier, vol. 78(C).
    12. Magnani, Natalia & Vaona, Andrea, 2016. "Access to electricity and socio-economic characteristics: Panel data evidence at the country level," Energy, Elsevier, vol. 103(C), pages 447-455.
    13. Severin Borenstein, 2012. "The Private and Public Economics of Renewable Electricity Generation," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 67-92, Winter.
    14. Chien, Fengsheng & Ananzeh, Mohammed & Mirza, Farhan & Bakar, Abou & Vu, Hieu Minh & Ngo, Thanh Quang, 2021. "The effects of green growth, environmental-related tax, and eco-innovation towards carbon neutrality target in the US economy," MPRA Paper 109664, University Library of Munich, Germany.
    15. Ozkan, Oktay & Haruna, Roselyn Afor & ALOLA, Andrew Adewale & Ghardallou, Wafa & Usman, Ojonugwa, 2023. "Investigating the nexus between economic complexity and energy-related environmental risks in the USA: Empirical evidence from a novel multivariate quantile-on-quantile regression," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 382-392.
    16. Le Yang & Jiahao Zhang & Yufeng Zhang, 2021. "Environmental Regulations and Corporate Green Innovation in China: The Role of City Leaders’ Promotion Pressure," IJERPH, MDPI, vol. 18(15), pages 1-21, July.
    17. Sujan Chandra Paul & Md. Harun Or Rosid & Jyotirmay Biswas, 2021. "Impact of Energy and Natural Resources Rent on FDI: An Analysis through POLS, DK, 2SLS and GMM Models," Energy Economics Letters, Asian Economic and Social Society, vol. 8(2), pages 122-133, December.
    18. Ashley, R & Granger, C W J & Schmalensee, R, 1980. "Advertising and Aggregate Consumption: An Analysis of Causality," Econometrica, Econometric Society, vol. 48(5), pages 1149-1167, July.
    19. Banerjee, Rajabrata & Mishra, Vinod & Maruta, Admasu Asfaw, 2021. "Energy poverty, health and education outcomes: Evidence from the developing world," Energy Economics, Elsevier, vol. 101(C).
    20. Stefan Dercon, 2014. "Is Green Growth Good for the Poor?," The World Bank Research Observer, World Bank, vol. 29(2), pages 163-185.
    21. Wang, Wei & Xiao, Weiwei & Bai, Caiquan, 2022. "Can renewable energy technology innovation alleviate energy poverty? Perspective from the marketization level," Technology in Society, Elsevier, vol. 68(C).
    22. Adusah-Poku, Frank & Takeuchi, Kenji, 2019. "Energy poverty in Ghana: Any progress so far?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 853-864.
    23. Sim, Nicholas & Zhou, Hongtao, 2015. "Oil prices, US stock return, and the dependence between their quantiles," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 1-8.
    24. Halkos, George E. & Gkampoura, Eleni-Christina, 2021. "Evaluating the effect of economic crisis on energy poverty in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
    25. Kin Sibanda & Rufaro Garidzirai & Farai Mushonga & Dorcas Gonese, 2023. "Natural Resource Rents, Institutional Quality, and Environmental Degradation in Resource-Rich Sub-Saharan African Countries," Sustainability, MDPI, vol. 15(2), pages 1-11, January.
    26. Soto, Gonzalo H & Martinez-Cobas, Xavier, 2024. "Green energy policies and energy poverty in Europe: Assessing low carbon dependency and energy productivity," Energy Economics, Elsevier, vol. 136(C).
    27. Jahanger, Atif & Yu, Yang & Hossain, Mohammad Razib & Murshed, Muntasir & Balsalobre-Lorente, Daniel & Khan, Uzma, 2022. "Going away or going green in NAFTA nations? Linking natural resources, energy utilization, and environmental sustainability through the lens of the EKC hypothesis," Resources Policy, Elsevier, vol. 79(C).
    28. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    29. Best, Rohan & Burke, Paul J., 2018. "Electricity availability: A precondition for faster economic growth?," Energy Economics, Elsevier, vol. 74(C), pages 321-329.
    30. Cong Wang, 2023. "Low-carbon transition toward green recovery: policy framework after COVID-19," Economic Change and Restructuring, Springer, vol. 56(5), pages 3117-3137, October.
    31. Tiwari, Sunil & Si Mohammed, Kamel & Guesmi, Khaled, 2023. "A way forward to end energy poverty in China: Role of carbon-cutting targets and net-zero commitments," Energy Policy, Elsevier, vol. 180(C).
    32. Ciarreta, Aitor & Espinosa, Maria Paz & Pizarro-Irizar, Cristina, 2014. "Is green energy expensive? Empirical evidence from the Spanish electricity market," Energy Policy, Elsevier, vol. 69(C), pages 205-215.
    33. Lingui Qin & Syed Raheem & Muntasir Murshed & Xu Miao & Zeeshan Khan & Dervis Kirikkaleli, 2021. "Does financial inclusion limit carbon dioxide emissions? Analyzing the role of globalization and renewable electricity output," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(6), pages 1138-1154, November.
    34. Aristondo, Oihana & Onaindia, Eneritz, 2018. "Counting energy poverty in Spain between 2004 and 2015," Energy Policy, Elsevier, vol. 113(C), pages 420-429.
    35. Mohsin, Muhammad & Taghizadeh-Hesary, Farhad & Shahbaz, Muhammad, 2022. "Nexus between financial development and energy poverty in Latin America," Energy Policy, Elsevier, vol. 165(C).
    36. Yu, Yang & Jian, Xin & Wang, Hongxiang & Jahanger, Atif & Balsalobre-Lorente, Daniel, 2024. "Unraveling the nexus: China's economic policy uncertainty and carbon emission efficiency through advanced multivariate quantile-on-quantile regression analysis," Energy Policy, Elsevier, vol. 188(C).
    37. Zhao, Jun & Dong, Kangyin & Dong, Xiucheng & Shahbaz, Muhammad, 2022. "How renewable energy alleviate energy poverty? A global analysis," Renewable Energy, Elsevier, vol. 186(C), pages 299-311.
    38. Barbier, Edward B., 2016. "Is green growth relevant for poor economies?," Resource and Energy Economics, Elsevier, vol. 45(C), pages 178-191.
    39. Hung, Ngo Thai, 2023. "Green investment, financial development, digitalization and economic sustainability in Vietnam: Evidence from a quantile-on-quantile regression and wavelet coherence," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    40. Maria Luiza de Medeiros Galvão & Marco Aurélio dos Santos & Neilton Fidelis da Silva & Valdenildo Pedro da Silva, 2020. "Connections Between Wind Energy, Poverty and Social Sustainability in Brazil’s Semiarid," Sustainability, MDPI, vol. 12(3), pages 1-25, January.
    41. Khanna, Rupali A. & Li, Yanfei & Mhaisalkar, Subodh & Kumar, Mahesh & Liang, Lim Jia, 2019. "Comprehensive energy poverty index: Measuring energy poverty and identifying micro-level solutions in South and Southeast Asia," Energy Policy, Elsevier, vol. 132(C), pages 379-391.
    42. Jiachong Hu & Jin Xu & Lei Tong & Ummara Razi, 2022. "The dynamic role of film and drama industry, green innovation towards the sustainable environment in China: fresh insight from NARDL approach," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 5292-5309, December.
    43. Hossain, Mohammad Razib & Rana, Md. Jaber & Saha, Sourav Mohan & Haseeb, Mohammad & Islam, Md. Sayemul & Amin, Md. Ruhul & Hossain, Md. Emran, 2023. "Role of energy mix and eco-innovation in achieving environmental sustainability in the USA using the dynamic ARDL approach: Accounting the supply side of the ecosystem," Renewable Energy, Elsevier, vol. 215(C).
    44. Wang, Yuyan & Wu, Qinghua & Razi, Ummara, 2023. "Drivers and mitigants of resources consumption in China: Discovering the role of digital finance and environmental regulations," Resources Policy, Elsevier, vol. 80(C).
    45. Chien, Fengsheng & Sadiq, Muhammad & Li, Li & Sharif, Arshian, 2023. "The role of sustainable energy utility, natural resource utilization and waste management in reducing energy poverty: Evidence from South Asian countries," Utilities Policy, Elsevier, vol. 82(C).
    46. Bienvenido-Huertas, David & Sánchez-García, Daniel & Rubio-Bellido, Carlos & Pulido-Arcas, Jesús A., 2021. "Applying the mixed-mode with an adaptive approach to reduce the energy poverty in social dwellings: The case of Spain," Energy, Elsevier, vol. 237(C).
    47. Lee, Chien-Chiang & Yuan, Zihao & Lee, Chi-Chuan & Chang, Yu-Fang, 2022. "The impact of renewable energy technology innovation on energy poverty: Does climate risk matter?," Energy Economics, Elsevier, vol. 116(C).
    48. Liu, Fengyu & Feng, Jue & Zhai, Ge & Razzaq, Asif, 2022. "Influence of fiscal decentralization and renewable energy investment on ecological sustainability in EU: What is the moderating role of institutional governance?," Renewable Energy, Elsevier, vol. 200(C), pages 1265-1274.
    49. Sujan Chandra Paul & Md. Harun Or Rosid & Jyotirmay Biswas, 2021. "Impact of Energy and Natural Resources Rent on FDI: An Analysis through POLS, DK, 2SLS and GMM Models," Energy Economics Letters, Asian Economic and Social Society, vol. 8(2), pages 122-133.
    50. Henry, Candise L. & Baker, Justin S. & Shaw, Brooke K. & Kondash, Andrew J. & Leiva, Benjamín & Castellanos, Edwin & Wade, Christopher M. & Lord, Benjamin & Van Houtven, George & Redmon, Jennifer Hopo, 2021. "How will renewable energy development goals affect energy poverty in Guatemala?," Energy Economics, Elsevier, vol. 104(C).
    51. Ortega-Arriaga, P. & Babacan, O. & Nelson, J. & Gambhir, A., 2021. "Grid versus off-grid electricity access options: A review on the economic and environmental impacts," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    52. Tian, Jinfang & Yu, Longguang & Xue, Rui & Zhuang, Shan & Shan, Yuli, 2022. "Global low-carbon energy transition in the post-COVID-19 era," Applied Energy, Elsevier, vol. 307(C).
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