The Role of Climate Finance in Accelerating Climate Action: A Bibliometric and Content Analysis of Literature

  • Muhammad Waqas Lahore Garrison University
  • Shabana Naveed Lahore Garrison University
  • Rizwana Bashir Lahore Garrison University
Keywords: bibliometric analysis, climate action, climate finance, SDG 13

Abstract

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The study aims to conduct an updated bibliometric analysis, and systematic literature review to understand the current states and role of climate finance research area in accelerating the climate action and to propose the future research directions. This study analyses the reasons behind the recent gain the valuable attention of climate finance, specifically towards sustainable development goal 13 (SDG-13) due to international negotiations. The main conclusions show that: (1) research on climate finance evolved in the last 5 years; (2) the majority of the literature, authors, and institutions involved in this field are from Germany, France & China; and (3) a significant amount of the academic literature on climate finance concentrates on financing for renewable energy, the low-carbon transition, and the difficulties associated with climate funding. The study provides some practical implementations to regulatory bodies and policy makers. It also provides some future directions to researchers in climate finance from the perspective of lower-middle income countries (LMIC’s) with certain limitations regarding the lack of supplementary techniques while adapting climate finance for climate action.

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References

Agbehadji, I. E., Schütte, S., Masinde, M., Botai, J., & Mabhaudhi, T. (2024). Climate risks resilience development: A bibliometric analysis of climate-related early warning systems in Southern Africa. Climate, 12(1), Article e3. https://doi.org/10.3390/cli12010003

Ahmad, H. M. S., & Dogar, M. N. (2021). Sustainable human resource management: literature look over. Indian Journal of Economics and Business, 20(4), 905–918.

Ali, M., Seraj, M., Turuc, F., Tursoy, T., & Uktamov, K. F. (2024). Green finance investment and climate change mitigation in OECD-15 European countries: RALS and QARDL evidence. Environment, Development and Sustainability, 26(11), 27409–27429. https://doi.org/10.1007/s10668-023-03765-1

Arora, N. K., & Mishra, I. (2019). United Nations sustainable development goals 2030 and environmental sustainability: Race against time. Environmental Sustainability, 2(4), 339–342. https://doi.org/10.1007/s42398-019-00092-y

Baas, J., Schotten, M., Plume, A., Côté, G., & Karimi, R. (2020). Scopus as a curated, high-quality bibliometric data source for academic research in quantitative science studies. Quantitative Science Studies, 1(1), 377–386. https://doi.org/10.1162/qss_a_00019

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, 75, 768–779. https://doi.org/10.1016/j.eap.2022.07.005

Bakhsh, S., Alam, M. S., & Zhang, W. (2024). Green finance and Sustainable Development Goals: is there a role for geopolitical uncertainty? Economic Change and Restructuring, 57(4), Article e137. https://doi.org/10.1007/s10644-024-09719-5

Barwińska-Małajowicz, A., Banaś, M., Piecuch, T., Pyrek, R., Szczotka, K., & Szymiczek, J. (2024). Energy and ecological concept of a zero-emission building using renewable energy sources—case study in Poland. Energies, 17(23), Article e5817. https://doi.org/10.3390/en17235817

Bergsvik, R., Gupta, A., Weikmans, R., & Möller, I. (2024). Is transparency furthering clarity in multilateral climate governance? The case of climate finance. International Environmental Agreements: Politics, Law and Economics, 24(4), 565–588. https://doi.org/10.1007/s10784-024-09652-y

Bhandary, R. R., Gallagher, K. S., & Zhang, F. (2021). Climate finance policy in practice: A review of the evidence. Climate Policy, 21(4), 529–545. https://doi.org/10.1080/14693062.2020.1871313

Bhardwaj, E., & Khaiter, P. A. (2023). What data analytics can or cannot do for climate change studies: An inventory of interactive visual tools. Ecological Informatics, 73, Article e101918. https://doi.org/10.1016/j.ecoinf.2022.101918

Bhatnagar, S., & Sharma, D. (2022). Evolution of green finance and its enablers: A bibliometric analysis. Renewable and Sustainable Energy Reviews, 162, Article e112405. https://doi.org/10.1016/j.rser.2022.112405

Bilgili, M., Tumse, S., & Nar, S. (2024). Comprehensive overview on the present state and evolution of global warming, climate change, greenhouse gases and renewable energy. Arabian Journal for Science and Engineering, 49(11), 14503–14531. https://doi.org/10.1007/s13369-024-09390-y

Boehm, S., Lebling, K., Levin, K., Fekete, H., & Jaeger, J. (2021). State of climate action 2021: Systems transformations required to limit global warming to 1.5°C. World Resources Institute. https://doi.org/10.46830/wrirpt.21.00048

Boodoo, Z., Mersmann, F., & Olsen, K. H. (2018). The implications of how climate funds conceptualize transformational change in developing countries. Climate and Development, 10(8), 673–686. https://doi.org/10.1080/17565529.2018.1442788

Chandran, R., & Chandran, M. C. S. (2024). Green finance and sustainability: Mapping research development through bibliometric analysis. Discover Sustainability, 5(1), Article e339. https://doi.org/10.1007/s43621-024-00549-z

Cheng, G., Zhao, C., Iqbal, N., Gülmez, Ö., Işik, H., & Kirikkaleli, D. (2021). Does energy productivity and public-private investment in energy achieve carbon neutrality target of China? Journal of Environmental Management, 298, Article e113464. https://doi.org/10.1016/j.jenvman.2021.113464

Deb, A., & Chen, C. (2025). Mapping the field of climate finance research: A bibliometric analysis. Journal of Sustainable Finance & Investment, 15(1), 182–204. https://doi.org/10.1080/20430795.2024.2441195

Du, Y., & Wang, W. (2023). The role of green financing, agriculture development, geopolitical risk, and natural resource on environmental pollution in China. Resources Policy, 82, Article e103440. https://doi.org/10.1016/j.resourpol.2023.103440

Falduto, C., Noels, J., & Jachnik, R. (2024). The new collective quantified goal on climate finance: Options for reflecting the role of different sources, actors, and qualitative considerations. Climate Change Expert Group.

Florini, A. (1995). Transparency: A new norm of international relations (Publication No. 9541846) [Doctoral dissertation, University of California]. ProQuest Dissertations & Theses.

Fu, C., Lu, L., & Pirabi, M. (2023). Advancing green finance: A review of sustainable development. Discover Sustainability and Development, 1(1), Article e20. https://doi.org/10.1007/s44265-023-00020-3

Giglio, S., Kelly, B., & Stroebel, J. (2021). Climate finance. Annual Review of Financial Economics, 13, 15–36. https://doi.org/10.1146/annurev-financial-102620-103311

Hartanto, A., Nachrowi, N. D., Samputra, P. L., & Huda, N. (2024). A bibliometric analysis of Islamic banking sustainability: A study based on Scopus scientific database. Journal of Islamic Marketing, 15(9), 2245–2285. https://doi.org/10.1108/jima-04-2023-0123

He, X., Khan, S., Ozturk, I., & Murshed, M. (2023). The role of renewable energy investment in tackling climate change concerns: Environmental policies for achieving SDG‐13. Sustainable Development, 31(3), 1888–1901. https://doi.org/10.1002/sd.2491

Hidayat-ur-Rehman, I., & Hossain, M. N. (2024). The impacts of fintech adoption, green finance and competitiveness on banks’ sustainable performance: Digital transformation as moderator. Asia-Pacific Journal of Business Administration. Advance online publication. https://doi.org/10.1108/apjba-10-2023-0497

Hong, H., Karolyi, G. A., & Scheinkman, J. A. (2020). Climate finance. Review of Financial Studies, 33(3), 1011–1023. https://doi.org/10.1093/rfs/hhz146

Hsu, A., & Schletz, M. (2024). Digital technologies–the missing link between climate action transparency and accountability? Climate Policy, 24(2), 193–210. https://doi.org/10.1080/14693062.2023.2237937

Huang, B., & Punzi, M. T. (2024). Macroeconomic impact of environmental policy uncertainty and monetary policy implications. Journal of Climate Finance, 7, Article e100040. https://doi.org/10.1016/j.jclimf.2024.100040

Boncheva, A. I., & Delgado, J. E. R. (2024). Anthropocene, Climate Change, and Sustainability. In A. I. Boncheva, & J. E. R. Delgado (Eds.), Transition to a safe anthropocene in the Asia-Pacific: Sustainability, climate action, and green technology (pp. 3–21). Springer Nature Switzerland.

Iyer, G., Ou, Y., Edmonds, J., Fawcett, A. A., Hultman, N., McFarland, J., Fuhrman, J., Waldhoff, S., & McJeon, H. (2022). Ratcheting of climate pledges needed to limit peak global warming. Nature Climate Change, 12(12), 1129–1135. https://doi.org/10.1038/s41558-022-01508-0

Kouwenberg, R., & Zheng, C. (2023). A review of the global climate finance literature. Sustainability, 15(2), Articl e1255. https://doi.org/10.3390/su15021255

Lejano, R. P. (2024). IPCC and the city: The need to transition from ideology to climate justice. Sage Publications.

Linnenluecke, M. K., Marrone, M., & Singh, A. K. (2020). Conducting systematic literature reviews and bibliometric analyses. Australian Journal of Management, 45(2), 175–194. https://doi.org/10.1177/0312896219877678

Liu, M., Xia, C., Lan, H., Gao, Z., Yu, X., Wang, L., Liang, X., & Wu, Y. (2024). Driving toward sustainable cities: The interplay between Chinese emerging corporate ESG performance and climate finance in achieving low-carbon development. Urban Climate, 55, Article e101918. https://doi.org/10.1016/j.uclim.2024.101918

Long, S., Lucey, B., Kumar, S., Zhang, D., & Zhang, Z. (2022). Climate finance: What we know and what we should know? Journal of Climate Finance, 1, Article e100005. https://doi.org/10.1016/j.jclimf.2023.100005

Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2010). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. International Journal of Surgery, 8(5), 336–341. https://doi.org/10.1016/j.ijsu.2010.02.007

Monasterolo, I., & De Angelis, L. (2020). Blind to carbon risk? An analysis of stock market reaction to the Paris Agreement. Ecological Economics, 170, Article e106571. https://doi.org/10.1016/j.ecolecon.2019.106571

Muchiri, M. K., Erdei-Gally, S., Fekete-Farkas, M., & Lakner, Z. (2022). Bibliometric analysis of green finance and climate change in post-Paris Agreement era. Journal of Risk and Financial Management, 15(12), Article e561. https://doi.org/10.3390/jrfm15120561

Naeem, M. A., Karim, S., Rabbani, M. R., Bashar, A., & Kumar, S. (2023). Current state and future directions of green and sustainable finance: A bibliometric analysis. Qualitative Research in Financial Markets, 15(4), 608–629. https://doi.org/10.1108/qrfm-10-2021-0174

Nakouwo, S. N., & Zhang, D. (2024). Climate finance and investment in Africa: A case study of Ghana. In F. Wu, D. Zhang, & Q. Ji (Eds.), Climate finance: Supporting a sustainable energy transition (pp. 315–374). Springer Nature Singapore.

Van, K. P., Thu, H. T. T., Pham, T. T., Nguyen, K. H., & Vu, P. T. (2023). Application of Low-Carbon Measures in Logistics Service Providers in Vietnam: A Comparative Study between Domestic and Foreign-Invested Companies. Sustainability, 15(19), Article e14405. https://doi.org/10.3390/su151914405

Pindiriri, C., & Kwaramba, M. (2024). Climate finance in developing countries: Green budget tagging and resource mobilization. Climate Policy, 24(7), 894–908. https://doi.org/10.1080/14693062.2024.2302325

Popescu, I.-S., Hitaj, C., & Benetto, E. (2021). Measuring the sustainability of investment funds: A critical review of methods and frameworks in sustainable finance. Journal of Cleaner Production, 314, Article e128016. https://doi.org/10.1016/j.jclepro.2021.128016

Sadiq, M., Talbi, B., Ghosh, S., & Bashir, M. F. (2024). How does external debt and governance quality impact renewable energy consumption: Novel policy insights from BRICS countries. Environmental Science and Pollution Research, 31(30), 43049–43065. https://doi.org/10.1007/s11356-024-33846-1

Sautner, Z., van Lent, L., Vilkov, G., & Zhang, R. (2023). Pricing climate change exposure. Management Science, 69(12), 7540–7561. https://doi.org/10.1287/mnsc.2023.4686

Serda, M., Becker, F. G., & Cleary, M. (2024). Sustainable development and the surge in electricity demand across emerging economies. International Journal of Electrical Engineering and Sustainability, 7(1), 51–60.

Shang, Q., & Jin, X. (2023). A bibliometric analysis on climate finance: Current status and future directions. Environmental Science and Pollution Research, 30(57), 119711–119732. https://doi.org/10.1007/s11356-023-31006-5

Singhania, M., Gupta, S., Chadha, G., Braune, E., Dana, L. P., & Idowu, S. O. (2023). Mapping 26 years of climate change research in finance and accounting: A systematic scientometric analysis. Environmental Science and Pollution Research, 30(35), 83153–83179. https://doi.org/10.1007/s11356-023-27828-y

Sovacool, B. K., Iskandarova, M., & Hall, J. (2023). Industrializing theories: A thematic analysis of conceptual frameworks and typologies for industrial sociotechnical change in a low-carbon future. Energy Research & Social Science, 97, Article e102954. https://doi.org/10.1016/j.erss.2023.102954

United Nations. (2022, April 4). UN climate report: It’s now or never to limit global warming to 1.5°. https://www.un.org/en/climatechange/un-climate-report-it%E2%80%99s-now-or-never-limit-global-warming-15%C2%B0

Vorontsova, A. S., Barvinok, V. Y., Makarenko, I. O., Chyzhevska, L., & Kremen, O. I. (2022). Disclosure of SDG 13 climate action and responsible investment: A comprehensive bibliometric meta-analysis. eSSUIR. https://essuir.sumdu.edu.ua/server/api/core/bitstreams/501efef3-d29f-4244-ad86-e8499a8531b7/content

Waqas, M., Hushmat, A., & Ahmed, H. A. (2024). Pandemics: Government interventions and financial markets oscillations. International Journal of Multidisciplinary Research and Studies, 14(2), 132–150. https://doi.org/10.56536/ijmres.v14i2.584

Zhang, D., Chen, X., & Lau, C. K. M. (2022). The causal relationship between green finance and geopolitical risk: Implications for environmental management. Journal of Environmental Management, 316, Article e116949. https://doi.org/10.1016/j.jenvman.2022.116949

Zhang, D., Mohsin, M., & Taghizadeh-Hesary, F. (2022). Does green finance counteract climate change mitigation? Asymmetric effect of renewable energy investment and R&D. Energy Economics, 113, Article e106183.

Zhongping, S., Yongjun, G., Yunbao, X., Qifeng, X., & Andlib, Z. (2023). Green financial investment and its influence on economic and environmental sustainability: Does privatization matter? Environmental Science and Pollution Research, 30(39), 91046–91059. https://doi.org/10.1007/s11356-023-28520-x

Zoungrana, T. D., Lompo, A. A. B., & tan Toé, D. L. (2024). Effect of climate finance on environmental quality: A global analysis. Research in Economics, 78(4), Articles e100989. https://doi.org/10.1016/j.rie.2024.100989

Published
2026-05-22
How to Cite
Waqas, M., Naveed, S., & Bashir, R. (2026). The Role of Climate Finance in Accelerating Climate Action: A Bibliometric and Content Analysis of Literature. Journal of Applied Research and Multidisciplinary Studies, 7(1), 1-29. https://doi.org/10.32350/jarms.71.01