Competitive Intelligence in Renewable Energy Systems: A Strategic Framework for Achieving Sustainable Development Goal 7
PDF

Keywords

Renewable energy sources
Energy efficiency
environmental sustainability
Energy security
Clean energy
Transition to green energy

How to Cite

Makedon, V., Politykin , M., Hromyak, S., Novosad, I., & Doronina, I. (2026). Competitive Intelligence in Renewable Energy Systems: A Strategic Framework for Achieving Sustainable Development Goal 7. Journal of Sustainable Competitive Intelligence , 16, e0654. https://doi.org/10.37497/eagleSustainable.v16i.654

Abstract

Purpose: To develop and validate a competitive intelligence framework that transforms renewable energy data into strategic decision-making tools for achieving Sustainable Development Goal 7 and creating sustainable competitive advantage.

Methodology/approach: The study follows the full competitive intelligence cycle and applies statistical analysis, content analysis, and econometric modeling (linear regression) to secondary data. Elasticity and correlation coefficients were calculated.

Originality/Relevance: The research introduces a novel competitive intelligence conceptual model that links raw renewable energy data directly to actionable intelligence, integrating smart grids, synchronization standards, and AI as strategic tools.

Key findings: Renewable energy significantly reduces CO₂ emissions and stimulates GDP growth, with differentiated elasticities by source (hydropower: 3.3758; solar: 0.2431). Main barriers remain high investment costs, infrastructure deficits, and regulatory constraints.

Theoretical/methodological contributions: The study proposes a replicable CI framework and evidence-based recommendations for policy and investment prioritization, advancing the integration of Competitive Intelligence into sustainable energy transition.

https://doi.org/10.37497/eagleSustainable.v16i.654
PDF

References

Agricultural Research. (2024). Integrating indicators in agricultural vulnerability assessment to climate change. https://doi.org/10.1007/s40003-024-00727-5

Atkinson, C. L. (2023). Impacts of climate change on rural communities: Vulnerability and adaptation in the Global South. Encyclopedia, 3(2), 721–729. https://doi.org/10.3390/encyclopedia3020052

Australian Government Department of Agriculture, Fisheries and Forestry (DAFF). (2023–2024). Climate-smart agriculture program. https://www.agriculture.gov.au/agriculture-land/farm-food-drought/natural-resources/landcare/climate-smart

Bioversity-CIAT Alliance. (2024). Climate-smart agriculture: Shaping the conversation at AFSF 2024. https://alliancebioversityciat.org/stories/climate-smart-agriculture-shaping-conversation-afsf-2024

Climate change vulnerability assessment of Karşıyaka, İzmir. (2024). Natural Hazards. https://doi.org/10.1007/s11069-024-06798-5

Climate-smart agricultural practices for enhanced farm productivity. (2024). Mitigation and Adaptation Strategies for Global Change. https://doi.org/10.1007/s11027-024-10124-6

Climate-smart agriculture: Adoption, impacts, and implications for sustainable development. (2024). Mitigation and Adaptation Strategies for Global Change. https://doi.org/10.1007/s11027-024-10139-z

EPA. (2024). Climate change impacts on agriculture and food supply. Fifth National Climate Assessment Update. https://www.epa.gov/climateimpacts/climate-change-impacts-agriculture-and-food-supply

European Commission. (2023). Rural development under the new CAP framework. Policy Brief on Climate Action and Rural Areas. https://agriculture.ec.europa.eu/common-agricultural-policy/rural-development_en

FAO. (2024). The state of food security and nutrition in the world: Urbanization, agrifood systems transformation and healthy diets across the rural-urban continuum. Food and Agriculture Organization of the United Nations. http://www.fao.org/publications/sofi/

FAO. (2024a). Climate-smart agriculture global framework: Building resilience for food and agriculture. Food and Agriculture Organization of the United Nations. http://www.fao.org/climate-smart-agriculture/

FAO Climate-Smart Agriculture Database. (2024). Global repository of climate-smart agriculture practices and technologies. Food and Agriculture Organization of the United Nations. http://www.fao.org/climate-smart-agriculture-sourcebook/

FAO Statistical Database. (2024). Global crop yield statistics by region. Food and Agriculture Organization of the United Nations. http://www.fao.org/faostat/

FP Analytics. (2024). Harnessing climate-resilient agriculture as a force multiplier for climate and development goals. https://fpanalytics.foreignpolicy.com/2024/07/17/climate-resilient-agriculture/

Frontiers in Environmental Science. (2022). Climate change adaptation: A study of digital financial inclusion and consumption among rural residents in China. Frontiers in Environmental Science. https://doi.org/10.3389/fenvs.2022.889869

Frontiers in Sustainable Food Systems. (2024). Climate smart agriculture: Assessing needs and perceptions of California's farmers. Frontiers in Sustainable Food Systems. https://doi.org/10.3389/fsufs.2024.1395547

Germanwatch. (2025). Climate risk index 2025: Global climate risk assessment. https://www.germanwatch.org/en/cri

He, X., Yan, J., Yang, L. E., et al. (2024). Linking smallholders' livelihood resilience with their adaptation strategies to climate impacts: Insights from the Tibetan Plateau. Ecology and Society, 29(2), 7. https://doi.org/10.5751/ES-14639-290207

IFAD. (2024). Rural development report: Building rural resilience for food security and nutrition. International Fund for Agricultural Development. https://www.ifad.org/en/web/knowledge/-/rural-development-report-2024

IPCC. (2022). Climate change 2022: Impacts, adaptation and vulnerability. Working Group II contribution to the Sixth Assessment Report. https://www.ipcc.ch/report/ar6/wg2/

Journal of Environmental Impact and Management Policy. (2024). Climate change and sustainable rural livelihoods: Constraints and adaptation strategies. Journal of Environmental Impact and Management Policy. https://journal.hmjournals.com/index.php/JEIMP/article/view/1484

Kandel, G. P., Bavorova, M., Ullah, A., & Pradhan, P. (2024). Food security and sustainability through adaptation to climate change: Lessons learned from Nepal. International Journal of Disaster Risk Reduction, 101, 104279. https://doi.org/10.1016/j.ijdrr.2024.104279

Ketola, Z., Tiwari, S., & Schelly, C. (2024). How forcing community resilience in rural communities harms sustainable development. Sustainable Earth Reviews, 7, 2. https://doi.org/10.1186/s42055-024-00071-0

Khan, N. A., Shah, A. A., Chowdhury, A., et al. (2024). Rural households' livelihood adaptation strategies in the face of changing climate: A case study from Pakistan. Heliyon, 10(6), e28003. https://doi.org/10.1016/j.heliyon.2024.e28003

Liu, S., Zhang, J., Wang, H., & Li, R. (2023). Can socially sustainable development be achieved through homestead withdrawal? A hybrid multiple-attributes decision analysis. Humanities and Social Sciences Communications, 10, 574. https://doi.org/10.1057/s41599-023-02035-9

Mahbod, M., & Parnian, A. (2024). Sustainable development in rural areas: Climate change impacts on water, agriculture, energy, and psychological health consequences. In Integration of core sustainable development goals in rural areas. Springer. https://doi.org/10.1007/978-3-031-60149-1_3

Munich Re. (2024). Natural catastrophe review: Annual statistics and emerging risks. Munich Reinsurance Company. https://www.munichre.com/topics-online/en/climate-change-and-natural-disasters/

National Sustainable Agriculture Coalition. (2023). The Agriculture Resilience Act in 2023. Policy Analysis Report. https://sustainableagriculture.net/blog/the-agriculture-resilience-act-in-2023/

Okoronkwo, D. J., Adeyemo, J. A., & Nwankwo, F. C. (2024). Climate smart agriculture? Adaptation strategies of traditional agriculture to climate change in sub-Saharan Africa. Frontiers in Climate, 6. https://doi.org/10.3389/fclim.2024.1272320

Park, J. (2024). Understanding resilience in sustainable development: Rallying call or siren song? Sustainable Development. https://doi.org/10.1002/sd.2645

Review of climate-resilient agriculture for ensuring food security. (2024). Current Research in Environmental Sustainability. https://doi.org/10.1016/j.crsust.2024.100265

Roy, S., Barman, S., & Das, P. (2024). Exploring climate change impacts on rural livelihoods and adaptation strategies: Reflections from marginalized communities in India. World Development Perspectives, 34, 100582. https://doi.org/10.1016/j.envdev.2023.100937

Rural Climate Partnership. (2024). The overlooked climate impact of rural America. Policy Report. https://ruralclimate.org/rural-emissions-report-2024/

Rural sustainable livelihood resilience to climate change: A strategic analysis. (2023). Current Research in Environmental Sustainability. https://doi.org/10.1016/j.crsust.2023.100220

Shmatkovska, T., Dziamulych, M., Vavdiiuk, N., Petrukha, S., Koretska, N., & Bilochenko, A. (2022). Trends and conditions for the formation of profitability of agricultural enterprises: A case study of Lviv region, Ukraine. Universal Journal of Agricultural Research, 10(1), 88–98. https://doi.org/10.13189/ujar.2022.100108

Sumets, A., Kniaz, S., Heorhiadi, N., Skrynkovskyy, R., Matsuk, V. (2022а). Methodological toolkit for assessing the level of stability of agricultural enterprises. Agricultural and Resource Economics, 8 (1), pp. 235-255. https://doi.org/10.51599/are.2022.08.01.12

Sumets, A., Tyrkalo, Y., Popovych, N., Poliakova, J., & Krupin, V. (2022b). Modeling of the environmental risk management system of agroholdings considering sustainable development values. Agricultural and Resource Economics, 8(4), 244–265. https://doi.org/10.51599/are.2022.08.04

Sustainability Special Issue. (2024). Rural economy and sustainable community development. MDPI. https://www.mdpi.com/journal/sustainability/special_issues/DGJR6V5S6J

Sustainability Special Issue. (2024a). Sustainable rural development and agricultural policy. MDPI. https://www.mdpi.com/journal/sustainability/special_issues/T57V05W7AX

Sustainable Development Report 2024. (2024). SDSN. The SDGs and the UN Summit of the Future. https://dashboards.sdgindex.org/chapters/part-4-transforming-food-and-land-systems-to-achieve-the-sdgs

Swiss Re Institute. (2024). Natural catastrophes and climate change: Economic impact assessment. Swiss Re Group. https://www.swissre.com/institute/research/

Themes in climate change and variability within the context of rural livelihoods. (2022). Global Environmental Change and Food Systems. https://doi.org/10.1016/j.gefs.2022.100045

Ullah, A., Kandel, G. P., & Bavorova, M. (2024). Climate change and rural livelihoods: The potential of extension programs for sustainable development. Sustainable Development. https://doi.org/10.1002/sd.2951

UNDP. (2024). Human development report 2024: Breaking the gridlock: Reimagining cooperation in a polarized world. United Nations Development Programme. https://hdr.undp.org/content/human-development-report-2024

Vishnoi, S., & Goel, R. K. (2024). Climate smart agriculture for sustainable productivity and healthy landscapes. Environmental Science & Policy, 151, 103600. https://doi.org/10.1016/j.envsci.2023.103600

World Bank. (2024a). Climate change overview: Development news, research, data. Annual Report. https://www.worldbank.org/en/topic/climatechange/overview

World Bank. (2024b). Climate-smart agriculture: From knowledge to implementation. World Bank Results Brief. https://www.worldbank.org/en/results/2024/12/05/climate-smart-agriculture-from-knowledge-to-implementation

World Bank. (2024c). Climate-smart agriculture: Policy and implementation framework. https://www.worldbank.org/en/topic/climate-smart-agriculture

World Bank. (2024d). Agricultural productivity indicators and climate impact assessment. World Bank Group. https://data.worldbank.org/topic/agriculture-and-rural-development

World Bank Social Protection Database. (2024). Global social protection indicators and rural development outcomes. World Bank Group. https://www.worldbank.org/en/data/datatopics/aspire

World Food Program. (2024). Global report on food crises: Joint analysis for better decisions. World Food Programme. https://www.wfp.org/publications/global-report-food-crises-2024

Yar, F. G. M., Rahimi, Z., & Sadat, A. (2024). The impact of climate change on food security and adaptation strategies in rural areas of Afghanistan. Journal of Environmental Impact and Management Policy. https://doi.org/10.59188/eduvest.v4i11.44724

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright (c) 2026 Journal of Sustainable Competitive Intelligence

Downloads

Download data is not yet available.