Global Trends in Renewable Energy Adoption: A Data Analytics Approach for Sustainable Energy Planning

Authors

  • Dr. Arvind Joshi

DOI:

https://doi.org/10.69980/wydpsb57

Keywords:

: Renewable Energy Adoption, Sustainable Energy Planning, Data Analytics

Abstract

Environmental and climate change issues, energy security and sustainable economic development are pushing the shift to renewables to the top of the global energy agenda. Although there have been considerable advances in renewable energy deployment, there are significant differences between countries. This study is focused on the worldwide developments of renewable energy consumption as a data analytics approach towards sustainable energy planning. To explore the connections between the adoption of renewable energy and relevant economic, environmental, technological and investment factors in various countries between 2018 and 2025 a quantitative analytical approach was used. Descriptive statistics, trend analysis, correlation analysis, multiple regression analysis, cluster analysis and forecasting analysis were used in the analysis to assess the level of adoption and the key factors. The results show that there is a steady rise in the use of renewable energy, with 39.42% of renewable energy being used in 2018 and increasing to 53.88% by 2025. The regression results show that the variables of renewable energy investment, policy support, technological readiness, grid readiness, and GDP per capita significantly and positively affect renewable energy adoption, while policy support has a negative effect. The study highlights the importance of a coordinated strategy that integrates data-driven decision-making, technological advancements, and investment planning to accelerate global energy transition. The results are meaningful for policy makers, energy planners, stakeholder groups that want to support sustainable development of energy and sustainable environmental and economic outcome in the long-term.

References

1. Alvan, A., Kısacık, S., & Gelirli, N. (2026). Impact of Renewable Energy Technologies on Sustainable Development. In AI and Climate-Smart Policies for Blue Economy: Eco-Digital Futures (pp. 347-388). IGI Global Scientific Publishing.

2. Asif, M., Li, J. Q., Zia, M. A., Hashim, M., Bhatti, U. A., Bhatti, M. A., & Hasnain, A. (2024). Environmental sustainability in BRICS economies: The nexus of technology innovation, economic growth, financial development, and renewable energy consumption. Sustainability, 16(16), 6934.

3. Bhattacharya, M., Churchill, S. A., & Paramati, S. R. (2017). The dynamic impact of renewable energy and institutions on economic output and CO2 emissions across regions. Renewable energy, 111, 157-167.

4. Bilgili¹, F. (2021). electricity end-use, industrial sector, and transportation. Energy-Growth Nexus in an Era of Globalization, 203.

5. Chen, J., Xu, C., Wu, Y., Li, Z., & Song, M. (2022). Drivers and trajectories of China’s renewable energy consumption. Annals of Operations Research, 313(1), 441-459.

6. Devadiga, M. M., Bhat, A. S., Sarangi, S., Osial, M., Joseph, K., Olusegun, S. J., ... & Tiwari, S. K. (2026). Describing critical barriers in commercial deployment of CO 2 capture and utilization technologies. Energy & Environmental Science, 19(3), 743-790.

7. Dilanchiev, A., Urinov, B., Humbatova, S., & Panahova, G. (2024). Catalyzing climate change mitigation: investigating the influence of renewable energy investments across BRICS. Economic Change and Restructuring, 57(3), 113.

8. Döme, V. (2024). A global‐scale study on decision making in renewable energy policy: Internal and external factors driving the adoption of Feed‐in Tariffs and Renewable Portfolio Standards. Environmental policy and governance, 34(3), 321-335.

9. He, B., Ma, X., Nasir Malik, M., Shinwari, R., Wang, Y., Qing, L., ... & Moosa Ageli, M. (2023). Sustainable economic performance and transition towards cleaner energy to mitigate climate change risk: evidence from top emerging economies. Economic research-Ekonomska istraživanja, 36(3).

10. Leung, F. F., Gu, F. F., Li, Y., Zhang, J. Z., & Palmatier, R. W. (2022). Influencer marketing effectiveness. Journal of marketing, 86(6), 93-115.

11. Nguea, S. M., & Fotio, H. K. (2025). The heterogeneous effects of renewable energy, urbanization and democracy on CO2 emissions: Does economic growth matter? SM Nguea and HK Fotio. Environment, Development and Sustainability, 27(4), 8835-8861.

12. Pandey, A. K., Gupta, A., Bijalwan, P., & Sayal, A. (2025). A review of the determinants and barriers to renewable energy utilization in driving economic growth. Rethinking Resources: Strategies, Policies, and Partnerships for a Circular Future, 315-333.

13. Pei, M., & Tabish, R. (2025). Forging a sustainable future in G20 economies: The transformative role of technological innovation, green finance and higher education amid globalization and entrepreneurial growth. Sustainability, 17(8), 3321.

14. Peñasco, C., Anadón, L. D., & Verdolini, E. (2021). Systematic review of the outcomes and trade-offs of ten types of decarbonization policy instruments. Nature Climate Change, 11(3), 257-265.

15. Qamruzzaman, M., & Swarna, S. R. (2025). Innovation led renewable energy consumption in OECD nations: evidence from fourier functions. International Journal of Energy Economics and Policy, 15(5), 427-449.

16. Raimi, D., & Newell, R. G. (2024). Global energy outlook comparison methods: 2023 update. Washington, DC, Resources for the Future.

17. Rambler, S., Nayyar, S., & Bonini, A. (2024). How can we accelerate transformations to achieve the Sustainable Development Goals (SDGs)? Insights from the 2023 Global Sustainable Development Report.

18. Rehman, A., Ma, H., Ozturk, I., & Ahmad, M. I. (2022). Examining the carbon emissions and climate impacts on main agricultural crops production and land use: updated evidence from Pakistan. Environmental Science and Pollution Research, 29(1), 868-882.

19. Shahbaz, M., Lorente, D. B., & Sharma, R. (2023). Economic Growth and Environmental Quality in a Post-Pandemic World. Routledge: London, UK.

20. Sovacool, B. K., Del Rio, D. F., & Griffiths, S. (2020). Contextualizing the Covid-19 pandemic for a carbon-constrained world: Insights for sustainability transitions, energy justice, and research methodology. Energy Research & Social Science, 68, 101701.

21. Tripathi, S. L., Ganguli, S., Kumar, A., & Magradze, T. (Eds.). (2022). Intelligent green technologies for sustainable smart cities. John Wiley & Sons.

22. United Nations Office for Disaster Risk Reduction. (2023). Global Assessment Report on Disaster Risk Reduction 2023: Mapping Resilience for the Sustainable Development Goals. Stylus Publishing, LLC.

23. Westling, C. E. (2025). Harry J. Witchel, Christopher I. Jones, Carina EI Westling, Alessia Nicotra, Bruno Maag, and Hugo D. Critchley. Science Communication and Trust, 471.

24. World Health Organization. (2023). Improving maternal and newborn health and survival and reducing stillbirth: progress report 2023. World Health Organization.

25. Zaman, M. E., Kayum, M. A., Chowdhury, M. K. H., & Barai, T. (2025). US renewable energy capacity in 2024: Sustainable transition and global competitiveness. World Journal of Advanced Research and Reviews, 26(3), 2351-2360.

26. Zhang, J., Li, Z., Ali, A., & Wang, J. (2023). Does globalization matter in the relationship between renewable energy consumption and economic growth, evidence from Asian emerging economies. Plos one, 18(8), e0289720.

27. Zhang, L., Li, B., Xu, H. Y., Dong, L., & Shan, L. (2026). Modulation strategies of d-band center for HER and AOPs applications: A comprehensive review. Inorganic Chemistry Frontiers

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Published

2026-05-27