Green Energy Adoption and Financial Inclusion: Mapping Global Research Trends and Collaborative Gaps

Authors

DOI:

https://doi.org/10.11137/1982-3908_2026_49_69110

Keywords:

Clean energy, Finance, SDG7

Abstract

The present study deals with the identification of prominent areas and trends in the adoption of green energy and financial inclusion using a systematic study of the literature and bibliometric analysis. A sample of 703 studies has been undertaken from the Scopus database to analyse current research endeavours towards the adoption of green energy and financial inclusion between 1992 and early 2024, using a bibliometric analysis. Bibliometric tools including Bibliometrix®, Biblioshiny, and VOSviewer were used to evaluate the publication pattern, keyword co-occurrence, citation structures, collaboration networks and thematic clusters to meet the objectives of this paper. The results indicate that although research endeavours on green energy adoption and financial inclusion have been conducted globally, a lack of collaborative work occurs within country borders, particularly amongst researchers from emerging and developed nations. This study further revealed that previous literature has mainly focused on aspects of economic and environmental sustainability and carbon emission reduction. Despite their significant policy relevance. issues such as barriers to green energy adoption and the role of financial inclusion in overcoming these challenges have received comparatively less attention being paid. The study of the first kind reviews maps different facets of green energy adoption and financial inclusion through a systematic study of literature review and bibliometric analysis. This study aims not only to contribute to existing knowledge but also to identify gaps that require further investigation.

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Author Biographies

Shampy Dubey, Lovely Professional University

Shampy, a Research Scholar at the Mittal School of Business, Lovely Professional University, possesses a robust academic foundation in business and sustainability. Her research interests encompass green energy adoption, sustainable development, and financial inclusion, with a particular emphasis on developing regions. Her scholarly pursuits are directed towards informing policy frameworks that champion inclusive and environmentally sound energy transitions, in alignment with national sustainability objectives.

Rupinder Katoch, Lovely Professional University

Dr. Rupinder Katoch is a professor at the Mittal School of Business, Lovely Professional University, specializing in the areas of emerging technologies, financial markets, and behavioral research. Her scholarly contributions focus on the application of IoT within supply chain management, the principles of green finance, and the examination of user behavior on digital platforms. Dr. Katoch's publications have appeared in esteemed academic journals including Materials Today: Proceedings, Global Business Review, and Computers in Human Behavior. Her research methodology integrates bibliometric analysis with statistical modeling to investigate critical aspects such as technology adoption, market trends, and sustainability initiatives.

References

Ababio, J.O.M., Yiadom, E.B., Mawutor, J.K.M., Tuffour, J.K. & Attah-Botchwey, E. 2024, 'Sustainable energy for all: the link between financial inclusion, renewable energy and environmental sustainability in developing economies', International Journal of Energy Sector Management, vol. 18, pp. 1088–1108, DOI: 10.1108/IJESM-07-2023-0012

Acheampong, A.O., Shahbaz, M., Dzator, J. & Jiao, Z. 2022, 'Effects of income inequality and governance on energy poverty alleviation: Implications for sustainable development policy', Utilities Policy, vol. 78, DOI: 10.1016/j.jup.2022.101403

Adnan, N. 2024, 'Powering up minds: Exploring consumer responses to home energy efficiency', Energy Reports, vol. 11, pp. 2316–2332, DOI: 10.1016/J.EGYR.2024.01.048

Adegbite, O.O. & Machethe, C.L. 2020, 'Bridging the financial inclusion gender gap in smallholder agriculture in Nigeria: An untapped potential for sustainable development', World Development, vol. 127, p. 104755, DOI: 10.1016/J.WORLDDEV.2019.104755

Afjal, M. 2023, 'Bridging the financial divide: a bibliometric analysis on the role of digital financial services within FinTech in enhancing financial inclusion and economic development', Humanities and Social Sciences Communications, vol. 10, p. 1234567890, DOI: 10.1057/s41599-023-02086-y

Agarwala, N. & Chaudhary, R.D. 2021, '“Made in China 2025”: Poised for Success?', DOI: 10.1177/09749284211027250

Alsmadi, A.A., Al-Okaily, M., Alrawashdeh, N., Al-Gasaymeh, A., Moh’d Al-Hazimeh, A. & Zakari, A. 2023, 'A Bibliometric Analysis of Green Bonds and Sustainable Green Energy: Evidence from the Last Fifteen Years (2007–2022)', Sustainability, vol. 15, p. 5778, DOI: 10.3390/SU15075778

Al-Smadi, M.O. 2023, 'Examining the relationship between digital finance and financial inclusion: Evidence from MENA countries', Borsa Istanbul Review, vol. 23, pp. 464–472, DOI: 10.1016/J.BIR.2022.11.016

Anton, S.G. & Nucu, A.E.A. 2020, 'The effect of financial development on renewable energy consumption. A panel data approach', Renewable Energy, vol. 147, pp. 330–338, DOI: 10.1016/J.RENENE.2019.09.005

Anuradha, K.T. & Gopalan, T.K. 2007, 'Trend and patterns in explicit organizational knowledge: A correspondence analysis and cluster analysis', The International Information & Library Review, vol. 39, pp. 247–259, DOI: 10.1016/J.IILR.2007.07.005

Babajide, A. & Adegboye, F.B. 2015, 'Financial inclusion and economic growth in Nigeria', International Journal of Economics and Financial Issues, vol. 5, pp. 629–637

Backhaus, K., Lügger, K. & Koch, M. 2011, 'The structure and evolution of business-to-business marketing: A citation and co-citation analysis', Industrial Marketing Management, vol. 40, pp. 940–951, DOI: 10.1016/J.INDMARMAN.2011.06.024

Bai, X., Wang, K.T., Tran, T.K., Sadiq, M., Trung, L.M. & Khudoykulov, K. 2022, 'Measuring China’s green economic recovery and energy environment sustainability: Econometric analysis of sustainable development goals', Economic Analysis and Policy, vol. 75, pp. 768–779, DOI: 10.1016/J.EAP.2022.07.005

Bakhsh, S., Zhang, W., Ali, K. & Anas, M. 2023, 'Can digital financial inclusion facilitate renewable energy consumption? Evidence from nonlinear analysis', Energy and Environment, DOI: 10.1177/0958305X231204029

Balcilar, M., Usman, O. & Ike, G.N. 2023, 'Investing green for sustainable development without ditching economic growth', Sustainable Development, vol. 31, pp. 728–743, DOI: 10.1002/SD.2415

Beck, T., Demirgüç-Kunt, A. & Levine, R. 2007, 'Finance, inequality and the poor', Journal of Economic Growth, vol. 12, pp. 27–49, DOI: 10.1007/S10887-007-9010-6

Bekhuis, T. 2015, 'Keywords, discoverability, and impact', Journal of the Medical Library Association, vol. 103, p. 119, DOI: 10.3163/1536-5050.103.3.002

Bilgili, F., Koçak, E. & Bulut, Ü. 2015, 'The dynamic impact of renewable energy consumption on CO₂ emissions: A revisited Environmental Kuznets Curve approach', DOI: 10.1016/j.rser.2015.10.080

Biscaro, C. & Giupponi, C. 2014, 'Co-Authorship and Bibliographic Coupling Network Effects on Citations', PLoS One, vol. 9, p. e99502, DOI: 10.1371/JOURNAL.PONE.0099502

Blundell, R. & Bond, S. 1998, 'Initial conditions and moment restrictions in dynamic panel data models', Journal of Econometrics, vol. 87, pp. 115–143, DOI: 10.1016/S0304-4076(98)00009-8

Bornmann, L. & Daniel, H.D. 2008, 'What do citation counts measure? A review of studies on citing behavior', Journal of Documentation, vol. 64, pp. 45–80, DOI: 10.1108/00220410810844150

Bota-Avram, C. 2022, 'Bibliometric analysis of sustainable business performance: where are we going? A science map of the field', DOI: 10.1080/1331677X.2022.2096094

Bruhn, M. & Love, I. 2014, 'The Real Impact of Improved Access to Finance: Evidence from Mexico', Journal of Finance, vol. 69, pp. 1347–1376, DOI: 10.1111/JOFI.12091

Chakraborty, S.K. & Mazzanti, M. 2020, 'Energy intensity and green energy innovation: Checking heterogeneous country effects in the OECD', Structural Change and Economic Dynamics, vol. 52, pp. 328–343, DOI: 10.1016/J.STRUECO.2019.12.002

Chatterjee, A. 2020, 'Financial inclusion, information and communication technology diffusion, and economic growth: a panel data analysis', Information Technology for Development, vol. 26, pp. 607–635, DOI: 10.1080/02681102.2020.1734770

Chauvet, L. & Jacolin, L. 2017, 'Financial Inclusion, Bank Concentration, and Firm Performance', World Development, vol. 97, pp. 1–13, DOI: 10.1016/J.WORLDDEV.2017.03.018

Chen, T.T. & Lee, M.R. 2006, 'Revealing Themes and Trends in the Knowledge Domain’s Intellectual Structure', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4303 LNAI, pp. 99–107, DOI: 10.1007/11961239_9

Chibba, M. 2009, 'Financial inclusion, poverty reduction and the millennium development goals', European Journal of Development Research, vol. 21, pp. 213–230, DOI: 10.1057/EJDR.2008.17

Chikalipah, S. 2017, 'What determines financial inclusion in Sub-Saharan Africa?', African Journal of Economic and Management Studies, vol. 8, pp. 8–18, DOI: 10.1108/AJEMS-01-2016-0007

Cho, Y., Jo, S.J., Park, S., Kang, I. & Chen, Z. 2011, 'The current state of human performance technology: A citation network analysis of Performance Improvement Quarterly, 1988–2010', Performance Improvement Quarterly, vol. 24, pp. 69–95, DOI: 10.1002/piq.20103

Das, D., Talukdar, M.K. & Mahanta, R. 2019, 'Energy: An Exploratory Study on the Experience of Developing Countries in the Context of Development and the State of the Environment', Space and Culture, India, vol. 7, pp. 27–38, DOI: 10.20896/SACI.V7I1.235

Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S. & Hess, J. 2020, 'The Global Findex Database 2017: Measuring Financial Inclusion and Opportunities to Expand Access to and Use of Financial Services', World Bank Economic Review, vol. 34, pp. S2–S8, DOI: 10.1093/wber/lhz013

Deng, Y., Cao, Z. & Yang, N. 2024, 'Understanding the nexus between fintech, natural resources, green investment, and environmental sustainability in China: A DYNARDL approach', Resources Policy, vol. 91, 104900, DOI: 10.1016/J.RESOURPOL.2024.104900

Didegah, F., Bowman, T.D. & Holmberg, K. 2018, 'On the differences between citations and altmetrics: An investigation of factors driving altmetrics versus citations for Finnish articles', J Assoc Inf Sci Technol, vol. 69, pp. 832–843, DOI: 10.1002/ASI.23934

Donthu, N., Kumar, S., Mukherjee, D., Pandey, N. & Lim, W.M. 2021, 'How to conduct a bibliometric analysis: An overview and guidelines', J Bus Res, vol. 133, pp. 285–296, DOI: 10.1016/J.JBUSRES.2021.04.070

Fakih, A., Sayour, N., Khalid, U., Desalegn, G. & Tangl, A. 2022, 'Enhancing Green Finance for Inclusive Green Growth: A Systematic Approach', Sustainability, vol. 14, 7416, DOI: 10.3390/SU14127416

Fazal, S.A., Hayat, N. & Al Mamun, A. 2023, 'Renewable Energy and Sustainable Development—Investigating Intention and Consumption among Low-Income Households in an Emerging Economy', Sustainability (Switzerland), vol. 15, DOI: 10.3390/SU152115387

Gerpott, T.J. & Mahmudova, I. 2010, 'Determinants of price mark-up tolerance for green electricity – lessons for environmental marketing strategies from a study of residential electricity customers in Germany', Bus Strategy Environ, vol. 19, pp. 304–318, DOI: 10.1002/BSE.646

Gmür, M. 2006, 'Co-citation analysis and the search for invisible colleges: A methodological evaluation', Scientometrics, vol. 57, pp. 27–57, DOI: 10.1023/A:1023619503005

Gu, J. 2023, 'Intra-industry or spatial spillovers: Empirical study on the impact of digital finance on green energy innovation', J Clean Prod, vol. 433, DOI: 10.1016/j.jclepro.2023.139797

Gupte, R., Venkataramani, B. & Gupta, D. 2012, 'Computation of Financial Inclusion Index for India', Procedia Soc Behav Sci, vol. 37, pp. 133–149, DOI: 10.1016/J.SBSPRO.2012.03.281

IEA. 2017, World Energy Outlook 2017, https://www.iea.org/reports/world-energy-outlook-2017

IEA 2024, World Energy Investment 2024: Overview and key findings, https://www.iea.org/reports/world-energy-investment-2024/overview-and-key-findings

Jain, A.K., Murty, M.N. & Flynn, P.J. 1999, 'Data clustering', ACM Computing Surveys (CSUR), vol. 31, pp. 264–323, DOI: 10.1145/331499.331504

Jingpeng, L., Ullah, A., Raza, S.A. & Ahmed, M. 2023, 'Nonlinear and nonparametric causal relationship between financial inclusion and sustainable environment in South Asia', Environmental Science and Pollution Research, vol. 30, pp. 2218–2232, DOI: 10.1007/S11356-022-22301-8

Kaur, A., Kumar, V., Sindhwani, R., Singh, P.L. & Behl, A. 2024, 'Public debt sustainability: a bibliometric co-citation visualization analysis', International Journal of Emerging Markets, DOI: 10.1108/IJOEM-04-2022-0724

Kaur, M. & Dhiman, B. 2025, 'Performance Evaluation and Scientific Mapping in Sustainability-Focused Green Finance and Literacy', Anuario do Instituto de Geociencias, vol. 48, DOI: 10.11137/1982-3908_2025_48_63945

Kebede, J., Naranpanawa, A. & Selvanathan, S. 2021, 'Financial inclusion: Measures and applications to Africa', Econ Anal Policy, vol. 70, pp. 365–379, DOI: 10.1016/J.EAP.2021.03.008

Kent Baker, H., Pandey, N., Kumar, S. & Haldar, A. 2020, 'A bibliometric analysis of board diversity: Current status, development, and future research directions', J Bus Res, vol. 108, pp. 232–246, DOI: 10.1016/j.jbusres.2019.11.025

Koomson, I. & Danquah, M. 2021, 'Financial inclusion and energy poverty: Empirical evidence from Ghana', Energy Econ, vol. 94, 105085, DOI: 10.1016/J.ENECO.2020.105085

Kumar, A., King, T. & Ranta, M. 2024, 'Corporate governance characteristics and involvement in ESG activities: current trends and research directions', The International Journal of Business in Society, vol. 24, pp. 175–209, DOI: 10.1108/CG-09-2023-0397

Kumar, D., Shandilya, A.K. & Choudhuri, S. 2023, 'Artificial Intelligence-Enabled Bibliometric Analysis in Tourism and Hospitality Using Biblioshiny and VOSviewer Software', AI-Centric Modeling and Analytics, pp. 260–291.

Lang, D.J., Wiek, A., Bergmann, M., Stauffacher, M., Martens, P., Moll, P., Swilling, M. & Thomas, C.J. 2012, 'Transdisciplinary research in sustainability science: Practice, principles, and challenges', Sustain Sci, vol. 7, pp. 25–43, DOI: 10.1007/S11625-011-0149-X

Lazzeretti, L., Capone, F. & Innocenti, N. 2017, 'Exploring the intellectual structure of creative economy research and local economic development: a co-citation analysis', European Planning Studies, vol. 25, pp. 1693–1713, DOI: 10.1080/09654313.2017.1337728

Li, E.Y., Liao, C.H. & Yen, H.R. 2013, 'Co-authorship networks and research impact: A social capital perspective', Res Policy, vol. 42, pp. 1515–1530, DOI: 10.1016/J.RESPOL.2013.06.012

Li, J. & Li, A. 2024, 'Optimizing Electric Vehicle Integration with Vehicle-to-Grid Technology: The Influence of Price Difference and Battery Costs on Adoption, Profits, and Green Energy Utilization', Sustainability (Switzerland), vol. 16, DOI: 10.3390/su16031118

Li, Z., Cui, R. & Shen, Z. 2024, 'How Can the Government Effectively Promote Consumers’ Green Purchasing Behavior?—Based on the Diffusion Study of New Energy Vehicles in China', World Electric Vehicle Journal, vol. 15, 437, DOI: 10.3390/WEVJ15100437

López-Robles, J.R., Otegi-Olaso, J.R., Arcos, R., Gamboa-Rosales, N.K. & Gamboa-Rosales, H. 2018, 'Mapping the structure and evolution of JISIB: A bibliometric analysis of articles published in the Journal of Intelligence Studies in Business between 2011 and 2017', Journal of Intelligence Studies in Business, vol. 8, pp. 9–21, DOI: 10.37380/JISIB.V8I3.362

Losse, M. & Geissdoerfer, M. 2021, 'Mapping socially responsible investing: A bibliometric and citation network analysis', DOI: 10.1016/j.jclepro.2021.126376

Lyles, W. 2012, 'The Uses of Social Network Analysis in Planning: A Review of the Literature', Journal of Planning Literature, DOI: 10.1177/0885412211411092

Mahato, T., Jha, M.K., Nayak, A.K. & Kaushal, N. 2023, 'Empowerment of women through participation in self-help groups: a bibliometric analysis and systematic review', Journal of Enterprising Communities, DOI: 10.1108/JEC-08-2022-0114

Mani, S.P., Bansal, S., Bhaskar, R. & Kumar, S. 2024, 'Unravelling the board committee puzzle: a comprehensive review and future research agenda', Qualitative Research in Financial Markets, DOI: 10.1108/QRFM-05-2023-0128

Marsh, H. & Ball, S. 1989, 'The peer review process used to evaluate manuscripts submitted to academic journals: Interjudgmental reliability', Taylor & Francis, vol. 57, pp. 151–169, DOI: 10.1080/00220973.1989.10806503

Meloni, E. & Kwilinski, A. 2024, 'Mapping Global Research on Green Energy and Green Investment: A Comprehensive Bibliometric Study', Energies, vol. 17, 1119, DOI: 10.3390/EN17051119

Moral-Muñoz, J.A., Herrera-Viedma, E., Santisteban-Espejo, A. & Cobo, M.J. 2020, 'Software tools for conducting bibliometric analysis in science: An up-to-date review', Profesional de la Información, vol. 29, pp. 1699–2407, DOI: 10.3145/EPI.2020.ENE.03

Mukalayi, N.M. & Inglesi-Lotz, R. 2023, 'Digital financial inclusion and energy and environment: Global positioning of Sub-Saharan African countries', Renewable and Sustainable Energy Reviews, vol. 173, 113069, DOI: 10.1016/J.RSER.2022.113069

Murshed, M., Apergis, N., Alam, M.S., Khan, U. & Mahmud, S. 2022, 'The impacts of renewable energy, financial inclusivity, globalization, economic growth, and urbanization on carbon productivity: Evidence from net moderation and mediation effects of energy efficiency gains', Renew Energy, vol. 196, pp. 824–838, DOI: 10.1016/J.RENENE.2022.07.012

Murtaza, M.R., Hongzhong, F., Magdalena, R., Javed, H. & Ileana, S.C. 2024, 'Nexus of green energy, financial inclusion, militarization, and environmental sustainability: A global perspective', PLoS One, vol. 19, DOI: 10.1371/JOURNAL.PONE.0301122

Neaime, S. & Gaysset, I. 2018, 'Financial inclusion and stability in MENA: Evidence from poverty and inequality', Financ Res Lett, vol. 24, pp. 230–237, DOI: 10.1016/J.FRL.2017.09.007

Nguyen, T.T.H. 2021, 'Measuring financial inclusion: a composite FI index for the developing countries', Journal of Economics and Development, vol. 23, pp. 77–99, DOI: 10.1108/jed-03-2020-0027

Odilova, S., Sharipova, Z. & Azam, S. 2023, 'Investing in the Future: A Systematic Literature Review on Renewable Energy and its Impact on Financial Returns', International Journal of Energy Economics and Policy, vol. 13, pp. 329–337, DOI: 10.32479/ijeep.14375

Ozili, P.K. 2018, 'Impact of digital finance on financial inclusion and stability', Borsa Istanbul Review, vol. 18, pp. 329–340, DOI: 10.1016/J.BIR.2017.12.003

Ozturk, I. & Ullah, S. 2022, 'Does digital financial inclusion matter for economic growth and environmental sustainability in OBRI economies? An empirical analysis', Resour Conserv Recycl, vol. 185, 106489, DOI: 10.1016/J.RESCONREC.2022.106489

Pedersen, D.B. 2015, 'Collaborative Knowledge: The future of the academy in the knowledge-based economy NANo ranking found for “On the Facilitation of the Academy”', in On the Facilitation of the Academy, pp. 57–70, DOI: 10.1007/978-94-6209-974-6_5

Pegels, A., Vidican-Auktor, G., Lü Tkenhorst, W. & Altenburg, T. 2018, Politics of Green Energy Policy, Sage, DOI: 10.1177/1070496517747660

Pesaran, M.H. 2007, 'A simple panel unit root test in the presence of cross-section dependence', Journal of Applied Econometrics, vol. 22, pp. 265–312, DOI: 10.1002/JAE.951

Pesaran, M.H. 2021, 'General diagnostic tests for cross-sectional dependence in panels', Empir Econ, vol. 60, pp. 13–50, DOI: 10.1007/S00181-020-01875-7

Przychodzen, W. & Przychodzen, J. 2020, 'Determinants of renewable energy production in transition economies: A panel data approach', Energy, vol. 191, 116583, DOI: 10.1016/J.ENERGY.2019.116583

Qin, Y., Xu, Z., Wang, X. & Škare, M. 2022, 'Green energy adoption and its determinants: A bibliometric analysis', Renewable and Sustainable Energy Reviews, vol. 153, DOI: 10.1016/j.rser.2021.111780

Quintero-Quintero, W., Blanco-Ariza, A.B. & Garzón-Castrillón, M.A. 2021, 'Intellectual Capital: A Review and Bibliometric Analysis', Publications, vol. 9, 46, DOI: 10.3390/PUBLICATIONS9040046

Rao, K.S. & Baza, A.U. 2017, 'Barriers to Access to and Usage of Financial Services in Ethiopia', Business and Economic Research, vol. 7, DOI: 10.5296/ber.v7i1.11034

Rastogi, S. 2018, 'Financial inclusion and socioeconomic development: Gaps and solution', Int J Soc Econ, vol. 45, pp. 1122–1140, DOI: 10.1108/IJSE-08-2017-0324

Ronda-Pupo, G.A. 2017, 'The effect of document types and sizes on the scaling relationship between citations and co-authorship patterns in management journals', Scientometrics, vol. 110, pp. 1191–1207, DOI: 10.1007/S11192-016-2231-8

Sachdeva, C., Dubey, S., Gangwar, V.P., Bansal, R., Aziz, A.L. & Propheto, A. 2025, 'Technology adoption and energy conservation: A bibliometric and systematic literature review approach', Taylor & Francis, vol. 11, DOI: 10.1080/27658511.2025.2551988

Saha, M. & Dutta, K.D. 2022, 'Revisiting financial inclusion-stability nexus: cross-country heterogeneity', Journal of Financial Economic Policy, vol. 14, pp. 713–742, DOI: 10.1108/JFEP-06-2021-0162

Sangroya, D. & Nayak, J.K. 2017, 'Factors influencing buying behaviour of green energy consumer', J Clean Prod, vol. 151, pp. 393–405, DOI: 10.1016/j.jclepro.2017.03.010

Sarkar, A., Wang, H., Rahman, A., Memon, W.H. & Qian, L. 2022, 'A bibliometric analysis of sustainable agriculture: based on the Web of Science (WOS) platform', Environmental Science and Pollution Research, vol. 29, pp. 38928–38949, DOI: 10.1007/S11356-022-19632-X

Sarma, M. 2008, 'Index of financial inclusion', Econstor, DOI: https://hdl.handle.net/10419/176233

Sarma, M. 2016, 'Measuring Financial Inclusion for Asian Economies', in Financial Inclusion in Asia, pp. 3–34, DOI: 10.1057/978-1-137-58337-6_1

Sarma, M. & Pais, J. 2011, 'Financial Inclusion and Development', J Int Dev, vol. 23, pp. 613–628, DOI: 10.1002/JID.1698

Seminario-Córdova, R. & Rojas-Ortega, R. 2023, 'Renewable energy sources and energy production: A bibliometric analysis of the last five years', Sustainability, vol. 15, DOI: 10.3390/SU151310499

Sethi, D. & Sethy, S.K. 2019, 'Financial inclusion matters for economic growth in India: Some evidence from cointegration analysis', Int J Soc Econ, vol. 46, pp. 132–151, DOI: 10.1108/IJSE-10-2017-0444

Sotnyk, I., Kurbatova, T., Trypolska, G., Sokhan, I. & Koshel, V. 2023, 'Research trends on the development of energy efficiency and renewable energy in households: A bibliometric analysis', Environmental Economics, vol. 14, pp. 13–27, DOI: 10.21511/EE.14(2).2023.02

Soto, G.H. & Martinez-Cobas, X. 2024, 'Green energy policies and energy poverty in Europe: Assessing low carbon dependency and energy productivity', Energy Econ, vol. 136, 107677, DOI: 10.1016/J.ENECO.2024.107677

Tang, K.Y., Tsai, C.C. & Lin, T.C. 2014, 'Contemporary intellectual structure of CSCL research (2006–2013): a co-citation network analysis with an education focus', Int J Comput Support Collab Learn, vol. 9, pp. 335–363, DOI: 10.1007/S11412-014-9196-5

Thomas, A. & Gupta, V. 2022, 'Tacit knowledge in organizations: bibliometrics and a framework-based systematic review of antecedents, outcomes, theories, methods and future directions', Journal of Knowledge Management, vol. 26, pp. 1014–1041, DOI: 10.1108/JKM-01-2021-0026

Tram, T.X.H., Lai, T.D. & Nguyen, T.T.H. 2023, 'Constructing a composite financial inclusion index for developing economies', The Quarterly Review of Economics and Finance, vol. 87, pp. 257–265, DOI: 10.1016/J.QREF.2021.01.003

UNEP 2023, Emissions Gap Report 2023, https://www.unep.org/resources/emissions-gap-report-2023

UNESCO 1977, UNESCO Thesaurus: Structured list of descriptors, https://vocabularies.unesco.org/browser/thesaurus/es/?clang=en

Vachon, S. & Menz, F.C. 2006, 'The role of social, political, and economic interests in promoting state green electricity policies', Environ Sci Policy, vol. 9, pp. 652–662, DOI: 10.1016/J.ENVSCI.2006.07.005

Waltman, L., van Eck, N.J. & Noyons, E.C.M. 2010, 'A unified approach to mapping and clustering of bibliometric networks', J Informetr, vol. 4, pp. 629–635, DOI: 10.1016/J.JOI.2010.07.002

Wang, D., Li, J. & Liu, Y. 2023, 'Evaluating barriers and strategies to green energy innovations for sustainable development: developing resilient energy systems', Front Energy Res, vol. 11, DOI: 10.3389/fenrg.2023.1201692

Westerlund, J. 2007, 'Testing for Error Correction in Panel Data*', Oxf Bull Econ Stat, vol. 69, pp. 709–748, DOI: 10.1111/J.1468-0084.2007.00477.X

Westgate, M.J., Barton, P.S., Pierson, J.C. & Lindenmayer, D.B. 2015, 'Text analysis tools for identification of emerging topics and research gaps in conservation science', Conservation Biology, vol. 29, pp. 1606–1614, DOI: 10.1111/cobi.12605

Wormell, I. 2000, 'Bibliometric analysis of the welfare topic', Scientometrics, vol. 48, pp. 203–236, DOI: 10.1023/a:1005696722014

Wu, C., Yuan, Y.-H., Yang, C. & Masron, T.A. 2022, 'Impact of Digital Finance on Energy Efficiency in the Context of Green Sustainable Development', Sustainability, vol. 14, 11250, DOI: 10.3390/SU141811250

Wu, J., Tseng, H., Ferrell, J. & Liu, X. 2017, 'Transforming waste management operations to green energy initiatives: Opportunities and challenges', International Journal of Energy Economics and Policy, vol. 7, pp. 50–57.

Wuni, I.Y., Shen, G.Q. & Osei-Kyei, R. 2020, 'Sustainability of off-site construction: A bibliometric review and visualized analysis of trending topics and themes', Journal of Green Building, vol. 15, pp. 131–154, DOI: 10.3992/JGB.15.4.131

Xie, W., Yan, T., Xia, S. & Chen, F. 2020, 'Innovation or Introduction? The Impact of Technological Progress Sources on Industrial Green Transformation of Resource-Based Cities in China', Front Energy Res, vol. 8, DOI: 10.3389/fenrg.2020.598141

Yoshino, N., Taghizadeh-Hesary, F. & Nakahigashi, M. 2019, 'Modelling the social funding and spill-over tax for addressing the green energy financing gap', Econ Model, vol. 77, pp. 34–41, DOI: 10.1016/J.ECONMOD.2018.11.018

Yu, Y., Profile, S., Sun, H., Taghizadeh-Hesary, F. & Li, S. 2021, 'Energy carbon emission reduction of China’s transportation sector: An input-output approach', Econ Anal Policy, vol. 69, pp. 378–393, DOI: 10.1016/j.eap.2020.12.014

Yu, Y. & Tang, K. 2023, 'Does financial inclusion improve energy efficiency?', Technol Forecast Soc Change, vol. 186, 122110, DOI: 10.1016/J.TECHFORE.2022.122110

Zhakupova, A., Aigerim, L., Elmira, S., Dinara, S. & Azamat, Z. 2021, 'Impact of the Adopted Financial Processes for Carrying Out Green Energy Projects in Georgia', International Journal of Energy Economics and Policy, DOI: 10.32479/ijeep.10766

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Published

2026-02-03

How to Cite

Dubey, S. and Katoch, R. (2026) “Green Energy Adoption and Financial Inclusion: Mapping Global Research Trends and Collaborative Gaps”, Anuário do Instituto de Geociências. Rio de Janeiro, BR, 49. doi: 10.11137/1982-3908_2026_49_69110.

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Section

Environmental Sciences