A Bibliometric Analysis of the Link Between Financial Crises and Sustainable Finance Using R Studio

Authors

Keywords:

Financial Crisis, Sustainability Finance, Financial Stability, Bibliometric Analysis

Abstract

This study aims to examine the relationship between financial crises and sustainable finance. In particular, it analyses the potential effects of sustainable finance instruments (green bonds, ESG investments, carbon markets, etc.) on the financial system during crisis periods. Publications obtained by searching the Web of Science database using the keywords "financial crises and sustainable finance" are evaluated using bibliometric analysis methods. Within the scope of the study, changes in the number of publications over the years, the authors, countries and institutions with the most publications, frequently used keywords and collaboration networks are examined. The findings indicate that an increase in publications in this field may be observed following certain crisis periods. It is thought that sustainable finance may play a role in increasing the resilience of the economic structure during times of crisis. It is anticipated that instruments such as green bonds, ESG-based investments, and carbon markets may serve various functions in recovery processes. However, it is also noted that the performance of these instruments may vary depending on market conditions. This study aims to reveal trends in the literature and contribute to further research on the relationship between sustainable finance and financial crises. The data obtained is considered to be indicative for policymakers, investors, and academics.

References

Al, U. (2014). Scientific knowledge and scientific communication. Ankara: Nobel Publications.

Arslan, Y. (2022). Sustainable finance and its effects on financial markets. Journal of Social, Human and Administrative Sciences, 5(3), 205–224.

Ateş, S., & Gürler, C. (2024). Environmental&Social&Governance behavior of companies during the COVID-19 outbreak. İzmir İktisat Dergisi (Izmir Journal of Economics), 39(4), 1107-1124.

Ateşci, Ö., & Dirik, D. (2024). A bibliometric analysis of studies on the relationship between transformational leadership and innovative work behavior. Journal of Business Research, 16(4), 2218–2236.

Aydın, B. (2024). Causes and effects of financial crises. International Journal of Economics and Finance, 12(1), 45–62.

Ay, H., & Uçar, Ö. (2015). Analysis of three global economic crises. Dokuz Eylül University Journal of Social Sciences Institute, 17(1), 11-32.

Ben Romdhane, Y., & Kashif, M. (2026). Uncertainty and sustainable eco-financing in the MENA region: The mediating role of corporate social responsibility. Journal of Islamic Accounting and Business Research.

Bouslah, K., Kryzanowski, L., & M’Zali, B. (2018). Social performance and firm risk: Impact of the financial crisis. Journal of Business Ethics, 149(3), 643–669.

Caprio, G., Klingebiel, D., & Noguera, G. (1996). Financial sector crisis: Contagion and how to avoid it. World Bank.

Carney, M. (2015). Breaking the tragedy of the horizon – Climate change and financial stability. Bank of England Speech. https://www.bankofengland.co.uk/

Conca, L., Toma, P., Colamartino, C., & Campobasso, F. (2026). Assessing resilience in banking: the influence of ESG on credit risk during economic crises. Measuring Business Excellence, 30(1), 128-144.

Dirik, E., Eryılmaz, M., & Erhan, N. (2023). Applications of bibliometric analysis methods in the social sciences. Bilgi Dünyası, 24(2), 215–233.

Eichengreen, B., Rose, A. K., & Wyplosz, C. (1995). Exchange market mayhem: The antecedents and aftermath of speculative attacks. Economic Policy, 10(21), 249–312.

European Commission. (2018). Action Plan: Financing sustainable growth. https://eur-lex.europa.eu/

Flammer, C. (2021). Corporate green bonds. Journal of Financial Economics, 142(2), 499–516.

Friede, G., Busch, T., & Bassen, A. (2015). ESG and financial performance: Aggregated evidence from more than 2000 empirical studies. Journal of Sustainable Finance & Investment, 5(4), 210–233.

Gillan, S. L., Koch, A., & Starks, L. T. (2021). Firms and social responsibility: A review of ESG and CSR research in corporate finance. Journal of corporate finance, 66, 101889.

Gunay, S., Sarı, D., & Yılmaz, T. (2022). Green stock indices and systemic risk spillovers during crisis. Environmental Economics and Policy Studies, 24(1), 121–138.

Jaeger, J., Westphal, M. I., Park, S., & Lloyd, S. (2020). Green stimulus after the 2008 crisis: Learning from successes and failures. World Resources Institute.

Jalles, J. T. (2024). Financial crises and climate resilience: An empirical analysis. Climate Policy, 24(1), 33–49.

Karacan, A. İ. (1996). Banking and crisis (p. 87). Tütünbank Publications.

Kaufman, G. G. (2001). Bank failures, systemic risk, and bank regulation. Cato Journal, 21(1), 13–25.

Kibritçioğlu, A. (2001). Crises experienced in Turkey, their causes and proposed solutions. Ankara University Publications.

Koch, N., Fuss, S., Grosjean, G., & Edenhofer, O. (2014). Causes of the EU ETS price drop: Recession, CDM, renewable policies or a bit of everything? Energy Policy, 73, 676–685.

Kumar, S., Sharma, D., Rao, S., Lim, W. M., & Mangla, S. K. (2025). Past, present, and future of sustainable finance: insights from big data analytics through machine learning of scholarly research. Annals of Operations Research, 345(2), 1061-1104.

Lawani, S. M. (1981). Bibliometrics: Its theoretical foundations, methods and applications. Libri, 31(4), 294–315.

Lins, K. V., Servaes, H., & Tamayo, A. (2017). Social capital, trust, and firm performance: The value of corporate social responsibility during the financial crisis. The Journal of Finance, 72(4), 1785–1824.

Nofsinger, J. R., & Varma, A. (2014). Socially responsible funds and market crises. Journal of Banking & Finance, 48, 180–193.

Okubo, Y. (1997). Bibliometric indicators and analysis of research systems: Methods and examples. OECD Science, Technology and Industry Working Papers, 1997/01. https://doi.org/10.1787/208277770603

Rehman, M. U., Nautiyal, N., & Vo, X. V. (2025). Is it just green? Asymmetry behavior of returns in green investments. International Review of Economics & Finance, 100.

Reinhart, C. M., & Rogoff, K. S. (2009). This Time Is Different: Eight Centuries of Financial Folly. Princeton University Press.

Silva, F., Ferreira, A., & Cortez, M. C. (2024). The performance of green bond portfolios under climate uncertainty: A comparative analysis with conventional and black bond portfolios. Research in International Business and Finance, 70, 102324.

Stiglitz, J. E. (2010). Freefall: America, Free Markets, and the Sinking of the World Economy. W. W. Norton & Company.

Üstdiken, B., & Pasadeos, Y. (1993). Organisational configuration and performance: A comparison of traditional and contemporary views. Academy of Management Journal, 36(6), 1325–1352.

Yahya, H. (2023). The role of ESG performance in firms’ resilience during the COVID-19 pandemic: Evidence from Nordic firms. Global Finance Journal, 58, 100823.

Zhang, D., Hu, M., & Ji, Q. (2020). Financial markets under the global pandemic of COVID-19. Finance Research Letters, 36, 101528.

Zwet, A. J., & Swank, J. (2000). Banking crises and the effectiveness of policy responses. De Nederlandsche Bank Working Paper Series, No. 6.

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Published

2026-06-22

How to Cite

Karakeleş, K. N., & Tuna, İsmail. (2026). A Bibliometric Analysis of the Link Between Financial Crises and Sustainable Finance Using R Studio. Journal of Academic Opinion, 6(1), 24–35. Retrieved from https://www.academicopinion.org/index.php/pub/article/view/98

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