The Role of Financial Development in ESG Performance: A Bibliometric Analysis
DOI:
https://doi.org/10.31181/ijes1512026249Keywords:
Financial Development, ESG Performance, Sustainable Finance, Bibliometric AnalysisAbstract
This study explores the intersection between financial development and environmental, social, and governance (ESG) performance using a comprehensive bibliometric analysis. Drawing on 443 academic publications extracted from the Scopus database between 2000 and 2023, the research identifies major contributors, trending topics, and thematic evolutions in this interdisciplinary field. Using co-authorship, co-citation, and keyword co-occurrence analyses, the study reveals increasing scholarly attention on sustainable finance, ESG disclosure, and the role of institutions in fostering ESG practices. The results highlight a growing convergence between financial systems and sustainability goals, with significant research clusters emerging in Europe, North America, and Asia. The study contributes to the literature by mapping the intellectual structure of ESG–finance research and identifying gaps and future research directions. These insights are valuable for academics, practitioners, and policymakers aiming to align financial development with sustainability imperatives.
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Gulliver-Needham, E. (2022). Bloomberg Intelligence upgrades ESG predictions for 2025. Investment Week. Retrieved June 10, 2025, from https://www.investmentweek.co.uk/news/4043782/bloomberg-intelligence-upgrades-esg-predictions-2025
Zoting, S., & Shivarkar, A. (2025). ESG Investing Market Size to Surpass USD 167.49 Tn by 2034. Precedence Research. Retrieved June 10, 2025, from https://www.precedenceresearch.com/esg-investing-market
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070 DOI: https://doi.org/10.1016/j.jbusres.2021.04.070
Passas, I. (2024). Bibliometric Analysis: The Main Steps. Encyclopedia, 4(2), 1014–1025. https://doi.org/10.3390/encyclopedia4020065 DOI: https://doi.org/10.3390/encyclopedia4020065
Say, S., Dogan, M., Abdeshov, D., Yavuz, H. G., Tuna, K., & Kilic, Y. (2024). Evolution of Financial Development Research: A Bibliometric Analysis. Journal of Risk and Financial Management, 18(1), 10. https://doi.org/10.3390/jrfm18010010 DOI: https://doi.org/10.3390/jrfm18010010
Chytis, E., Eriotis, N., & Mitroulia, M. (2024). ESG in Business Research: A Bibliometric Analysis. Journal of Risk and Financial Management, 17(11), 460. https://doi.org/10.3390/jrfm17110460 DOI: https://doi.org/10.3390/jrfm17100460
Tlili, H. (2025). Exploring the Impact of Financial Development on Ecological Footprint: Insights from a Decade of Bibliometric Evidence. International Journal of Energy Economics and Policy, 15(1), 452–465. https://doi.org/10.32479/ijeep.16843 DOI: https://doi.org/10.32479/ijeep.18170
Ellili, N. O. D. (2024). Financial inclusion and sustainable development: A review and research agenda. Journal of Financial Services Marketing, 29, 1345–1364. https://doi.org/10.1057/s41264-023-00238-4 DOI: https://doi.org/10.1057/s41264-024-00269-5
Trotta, A., Rania, F., & Strano, E. (2024). Exploring the linkages between FinTech and ESG: A bibliometric perspective. Research in International Business and Finance, 69, 102200. https://doi.org/10.1016/j.ribaf.2024.102200 DOI: https://doi.org/10.1016/j.ribaf.2023.102200
Gowtham, S. (2023, December 21). Financial System: What is it, Components, Functions & Challenges. Happay. Retrieved May 28, 2025, from https://happay.com/blog/financial-system/
World Bank. (2020). *Global financial development report 2019/2020: Bank regulation and supervision a decade after the global financial crisis*. World Bank Group.
Caporale, G. M., Rault, C., Sova, A. D., & Sova, R. (2015). Financial Development and Economic Growth: Evidence from 10 New European Union Members. International Journal of Finance & Economics, 20(1), 48–60. https://doi.org/10.1002/ijfe.1498 DOI: https://doi.org/10.1002/ijfe.1498
Levine, R. (2005). Chapter 12 Finance and Growth: Theory and Evidence. In P. Aghion & S. Durlauf (Eds.), Handbook of Economic Growth (Vol. 1, pp. 865–934). Elsevier. DOI: https://doi.org/10.1016/S1574-0684(05)01012-9
Yang, Z., Vitenu-Sackey, P. A., Hao, L., Liu, L., & Liu, W. (2023). Economic freedom, inclusive growth, and financial development: A heterogeneous panel analysis of developing countries. PLOS ONE, 18(7), e0288346. https://doi.org/10.1371/journal.pone.0288346 DOI: https://doi.org/10.1371/journal.pone.0288346
Romer, P. M. (1990). Human Capital and Growth: Theory and Evidence (Working Paper No. 3173). National Bureau of Economic Research. DOI: https://doi.org/10.3386/w3173
Lucas, R. E. (2009). Ideas and Growth. Economica, 76(301), 1–19. https://doi.org/10.1111/j.1468-0335.2008.00748.x DOI: https://doi.org/10.1111/j.1468-0335.2008.00748.x
Schumpeter, J. A. (1911/2017). The Theory of Economic Development (1st ed.). Routledge. https://doi.org/10.4324/9781003146766 DOI: https://doi.org/10.4324/9781003146766
Cole, D. C., & Shaw, E. S. (1974). Financial Deepening in Economic Development. The Journal of Finance, 29(4), 1345. https://doi.org/10.2307/2978433 DOI: https://doi.org/10.2307/2978421
Loizos, K. I. (2006). The Financial Repression/Liberalization Debate: A Survey of the Literature (SSRN Scholarly Paper 2388972). https://doi.org/10.2139/ssrn.2388972 DOI: https://doi.org/10.2139/ssrn.2388972
Beck, T., Demirgüç-Kunt, A., & Levine, R. (2003). Law and finance: Why does legal origin matter? Journal of Comparative Economics, 31(4), 653–675. https://doi.org/10.1016/j.jce.2003.08.001 DOI: https://doi.org/10.1016/j.jce.2003.08.001
Levine, R. (1990). Financial Structure and Economic Development. Revue Économique, 41(2), 1–45. DOI: https://doi.org/10.17016/ifdp.1990.381
Levine, R. (1999). Financial Development and Economic Growth: Views and Agenda (Policy Research Working Paper No. 1678). The World Bank. https://doi.org/10.1596/1813-9450-1678 DOI: https://doi.org/10.1596/1813-9450-1678
Rajan, R. G. (2003). Saving Capitalism from the Capitalists: How Open Financial Markets Challenge the Establishment and Spread Prosperity to Rich and Poor Alike. Crown Business.
Beck, T. (2015, June 5). Finance and growth – beware the measurement. CEPR. Retrieved May 29, 2025, from https://cepr.org/voxeu/columns/finance-and-growth-beware-measurement
Eschenbach, F. (2004). Finance and Growth: A Survey of the Theoretical and Empirical Literature (SSRN Scholarly Paper 530123). https://doi.org/10.2139/ssrn.530123 DOI: https://doi.org/10.2139/ssrn.530123
Cihak, M., Demirgüç-Kunt, A., Feyen, E., & Levine, R. (2012). Benchmarking financial systems around the world (Policy Research Working Paper No. 6175). World Bank. Retrieved May 29, 2025, from https://documents.worldbank.org/pt/publication/documents-reports/documentdetail/en/868131468326381955 DOI: https://doi.org/10.1596/1813-9450-6175
Svirydzenka, K. (2016). Introducing a New Broad-based Index of Financial Development (IMF Working Papers No. 16/5). International Monetary Fund. DOI: https://doi.org/10.5089/9781513583709.001
King, R. G., & Levine, R. (1993). Finance and Growth: Schumpeter Might Be Right. The Quarterly Journal of Economics, 108(3), 717–737. https://doi.org/10.2307/2118406 DOI: https://doi.org/10.2307/2118406
Levine, R., & Zervos, S. (1999). Stock Markets, Banks, and Economic Growth (Policy Research Working Paper No. 1690). The World Bank. https://doi.org/10.1596/1813-9450-1690 DOI: https://doi.org/10.1596/1813-9450-1690
Beck, T., Levine, R., & Loayza, N. (2000). Finance and the sources of growth. Journal of Financial Economics, 58(1–2), 261–300. https://doi.org/10.1016/S0304-405X(00)00072-6 DOI: https://doi.org/10.1016/S0304-405X(00)00072-6
Barajas, A., Chami, R., & Yousefi, S. R. (2013). Too Cold, Too Hot, or Just Right? Assessing Financial Sector Development Across the Globe (IMF Working Paper No. 13/81). International Monetary Fund. https://doi.org/10.5089/9781484351086.001 DOI: https://doi.org/10.5089/9781484351086.001
Arcand, J. L., Berkes, E., & Panizza, U. (2012). Too Much Finance? (IMF Working Papers No. 12/161). International Monetary Fund. DOI: https://doi.org/10.5089/9781475504668.001
Diamond, D., Hu, Y., & Rajan, R. (2024). The Long and Short of Financial Development (Working Paper No. 33416). National Bureau of Economic Research. DOI: https://doi.org/10.3386/w33416
Danladi, S., Prasad, M. S. V., Modibbo, U. M., Ahmadi, S., & Ghasempour, R. (2023). Attaining Sustainable Development Goals through Financial Inclusion: Exploring Collaborative Approaches to Fintech Adoption in Developing Economies. Sustainability, 15(17), 13039. https://doi.org/10.3390/su151713039 DOI: https://doi.org/10.3390/su151713039
Daud, S. N. M., & Ahmad, A. H. (2023). Financial inclusion, economic growth and the role of digital technology. Finance Research Letters, 53, 103602. https://doi.org/10.1016/j.frl.2022.103602 DOI: https://doi.org/10.1016/j.frl.2022.103602
Fonseca, J., & Matray, A. (2022). Financial Inclusion, Economic Development, and Inequality: Evidence from Brazil (Working Paper No. 30057). National Bureau of Economic Research. DOI: https://doi.org/10.3386/w30057
Philippon, T. (2019). On Fintech and Financial Inclusion (Working Paper No. 26330). National Bureau of Economic Research. DOI: https://doi.org/10.3386/w26330
Tidjani, C., & Madouri, A. (2024). Fintech, financial inclusion, and sustainable development in the African region. Frontiers in Applied Mathematics and Statistics, 10, 1276218. https://doi.org/10.3389/fams.2024.1276218 DOI: https://doi.org/10.3389/fams.2024.1276218
Kaiser, T., & Lusardi, A. (2024). Financial Literacy and Financial Education: An Overview (Working Paper No. 32355). National Bureau of Economic Research. DOI: https://doi.org/10.3386/w32355
Lusardi, A., & Mitchell, O. S. (2011). The Outlook for Financial Literacy (Working Paper No. 17077). National Bureau of Economic Research. DOI: https://doi.org/10.3386/w17077
Safii, A. A., Anom, L., & Murtini, M. (2024). Financial technology adoption on MSMEs sustainability: The mediating role of financial literacy and financial inclusion. Journal of Sustainability and Development, 7(1), 121–131. DOI: https://doi.org/10.31328/jsed.v7i2.5258
Berg, T., Fuster, A., & Puri, M. (2021). FinTech Lending (Working Paper No. 29421). National Bureau of Economic Research. DOI: https://doi.org/10.3386/w29421
Philippon, T. (2016). The FinTech Opportunity (Working Paper No. 22476). National Bureau of Economic Research. DOI: https://doi.org/10.3386/w22476
Khemani, P., & Kumar, D. (2023). Is financial development crucial to achieving the “2030 agenda of sustainable development”? Evidence from Asian countries. International Journal of Emerging Markets, 18(11), 5009–5027. https://doi.org/10.1108/IJOEM-07-2021-1114 DOI: https://doi.org/10.1108/IJOEM-06-2021-0853
Ziolo, M., Bak, I., & Cheba, K. (2020). THE ROLE OF SUSTAINABLE FINANCE IN ACHIEVING SUSTAINABLE DEVELOPMENT GOALS: DOES IT WORK? Technological and Economic Development of Economy, 27(1), 45–70. https://doi.org/10.3846/tede.2020.13863 DOI: https://doi.org/10.3846/tede.2020.13863
Pan, Z. (2025). Research on the Synergistic Mechanism of Corporate Digital Transformation and ESG Management——Based on the Perspectives of Strategic Integration and Value Co-Creation. Journal of Economics, Management and Sustainability, 8(1), p31. DOI: https://doi.org/10.30560/jems.v8n3p31
Lemana, P., Matemane, R., & Mokabane, M. (2025). Corporate Social Responsibility as a Driver of Financial Performance: An Exploration of South African Companies. Journal of Risk and Financial Management, 18(6), 278. https://doi.org/10.3390/jrfm18060278 DOI: https://doi.org/10.3390/jrfm18050278
Noor, A., Hassan, R., Fortea, C., & Yarovaya, L. (2025). A Greener Paradigm Shift: The Moderating Role of Board Independence in Sustainability Reporting. Sustainability, 17(11), 4776. https://doi.org/10.3390/su17114776 DOI: https://doi.org/10.3390/su17114776
Teng, X., Wang, Y., Wang, A., & Xue, J. (2021). Environmental, Social, Governance Risk and Corporate Sustainable Growth Nexus: Quantile Regression Approach. International Journal of Environmental Research and Public Health, 18(20), 10865. https://doi.org/10.3390/ijerph182010865 DOI: https://doi.org/10.3390/ijerph182010865
Umar, Z., Kenourgios, D., & Papathanasiou, S. (2020). The static and dynamic connectedness of environmental, social, and governance investments: International evidence. Economic Modelling, 93, 112–124. https://doi.org/10.1016/j.econmod.2020.08.007 DOI: https://doi.org/10.1016/j.econmod.2020.08.007
Kajström, M., & Lindeberg, F. (2025). The Influence of ESG-scores on Stock Returns in Emerging and Developed Markets [Bachelor’s thesis, Lund University]. LUP Student Papers. http://lup.lub.lu.se/student-papers/record/9184337
Tong, Y., Lau, Y. W., & Binti Ngalim, S. M. (2024). Do pilot zones for green finance reform and innovation avoid ESG greenwashing? Evidence from China. Heliyon, 10(8), e33710. https://doi.org/10.1016/j.heliyon.2024.e33710 DOI: https://doi.org/10.1016/j.heliyon.2024.e33710
Hassani, B., & Bahini, Y. (2024). Crosswashing in Sustainable Investing: Unveiling Strategic Practices Impacting ESG Scores (SSRN Scholarly Paper 4732871). https://doi.org/10.2139/ssrn.4732871 DOI: https://doi.org/10.2139/ssrn.4732871
Li, Y. (2025). SOE’s ESG Performance on Financial Flexibility: The Evidence from the Hong Kong Stock Market. arXiv. https://doi.org/10.48550/ARXIV.2502.14261
Işık, C., Ongan, S., & Islam, H. (2024). A new pathway to sustainability: Integrating economic dimension (ECON) into ESG factors as (ECON-ESG) and aligned with sustainable development goals (SDGs). Journal of Ekonomi, 6(1), 34–39. DOI: https://doi.org/10.58251/ekonomi.1450860
Ng, T.-H., Lye, C.-T., Chan, K.-H., Lim, Y.-Z., & Cheah, J.-H. (2020). Sustainability in Asia: The Roles of Financial Development in Environmental, Social and Governance (ESG) Performance. Social Indicators Research, 150(1), 17–44. https://doi.org/10.1007/s11205-020-02288-w DOI: https://doi.org/10.1007/s11205-020-02288-w
Hassani, B., Mushtaq, R., & Bahini, Y. (2023). Environment, Social and Governance: What Is the Role of Financial Development at the Global Level? (SSRN Scholarly Paper 4555338). https://doi.org/10.2139/ssrn.4555338 DOI: https://doi.org/10.2139/ssrn.4555338
Miletkov, M. K., & Staneva, V. (2024). Financing a Sustainable Future: The Role of Equity and Credit Market Development in Promoting Corporate Social Responsibility (SSRN Scholarly Paper 4744138). https://doi.org/10.2139/ssrn.4744138 DOI: https://doi.org/10.2139/ssrn.4744138
Chen, R., Liu, Y., Jiang, Y., & Liu, H. (2023). Does ESG performance promote vitality of capital market? Analysis from the perspective of stock liquidity. Frontiers in Environmental Science, 11, 1132845. https://doi.org/10.3389/fenvs.2023.1132845 DOI: https://doi.org/10.3389/fenvs.2023.1132845
Chiu, Y.-B., & Lee, C.-C. (2019). Financial development, income inequality, and country risk. Journal of International Money and Finance, 93, 1–18. https://doi.org/10.1016/j.jimonfin.2019.01.001 DOI: https://doi.org/10.1016/j.jimonfin.2019.01.001
Ghossoub, E. A., & Reed, R. R. (2017). Financial development, income inequality, and the redistributive effects of monetary policy. Journal of Development Economics, 126, 167–189. https://doi.org/10.1016/j.jdeveco.2017.01.004 DOI: https://doi.org/10.1016/j.jdeveco.2016.12.012
Yu, X., Kuruppuarachchi, D., & Kumarasinghe, S. (2024). Financial development, FDI, and CO2 emissions: does carbon pricing matter? Applied Economics, 56(26), 2959–2974. https://doi.org/10.1080/00036846.2023.2233000 DOI: https://doi.org/10.1080/00036846.2023.2203460
Li, C., Zhao, G., Koh, K. P., & Chen, J. (2024). Impact of China’s financial development on the sustainable development goals of the Belt and Road Initiative participating countries. Humanities and Social Sciences Communications, 11(1), 294. https://doi.org/10.1057/s41599-024-02726-x DOI: https://doi.org/10.1057/s41599-024-02791-2
El Khoury, R., Nasrallah, N., & Alareeni, B. (2023). ESG and financial performance of banks in the MENAT region: concavity–convexity patterns. Journal of Sustainable Finance & Investment, 13(1), 406–430. https://doi.org/10.1080/20430795.2021.1964810 DOI: https://doi.org/10.1080/20430795.2021.1929807
Jalil, A., & Feridun, M. (2011). The impact of growth, energy and financial development on the environment in China: A cointegration analysis. Energy Economics, 33(2), 284–291. https://doi.org/10.1016/j.eneco.2010.10.003 DOI: https://doi.org/10.1016/j.eneco.2010.10.003
Shahbaz, M., Nasir, M. A., & Roubaud, D. (2018). Environmental degradation in France: The effects of FDI, financial development, and energy innovations. Energy Economics, 74, 843–857. https://doi.org/10.1016/j.eneco.2018.07.020 DOI: https://doi.org/10.1016/j.eneco.2018.07.020
Tamazian, A., & Bhaskara Rao, B. (2010). Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies. Energy Economics, 32(1), 137–145. https://doi.org/10.1016/j.eneco.2009.04.004 DOI: https://doi.org/10.1016/j.eneco.2009.04.004
Zhang, Y.-J. (2011). The impact of financial development on carbon emissions: An empirical analysis in China. Energy Policy, 39(4), 2197–2203. https://doi.org/10.1016/j.enpol.2011.02.026 DOI: https://doi.org/10.1016/j.enpol.2011.02.026
Sethi, P., Chakrabarti, D., & Bhattacharjee, S. (2020). Globalization, financial development and economic growth: Perils on the environmental sustainability of an emerging economy. Journal of Policy Modeling, 42(3), 520–535. https://doi.org/10.1016/j.jpolmod.2020.01.007 DOI: https://doi.org/10.1016/j.jpolmod.2020.01.007
Usman, M., Makhdum, M. S. A., & Kousar, R. (2021). Does financial inclusion, renewable and non-renewable energy utilization accelerate ecological footprints and economic growth? Fresh evidence from 15 highest emitting countries. Sustainable Cities and Society, 65, 102590. https://doi.org/10.1016/j.scs.2020.102590 DOI: https://doi.org/10.1016/j.scs.2020.102590
Usman, M., Kousar, R., & Makhdum, M. S. A. (2020). The role of financial development, tourism, and energy utilization in environmental deficit: evidence from 20 highest emitting economies. Environmental Science and Pollution Research, 27(34), 42980–42995. https://doi.org/10.1007/s11356-020-10197-1 DOI: https://doi.org/10.1007/s11356-020-10197-1
Offiong, A. I., Bassey Riman, H., James, G. B., & Akekere, I. (2021). Primary school enrolment rate, completion rate and gender balancing in Nigeria; the financial inclusion perspective. International Journal of Social Economics, 48(4), 602–621. https://doi.org/10.1108/IJSE-08-2020-0560 DOI: https://doi.org/10.1108/IJSE-04-2020-0205
Dewi, S., Abd. Majid, M. S., Aliasuddin, & Kassim, S. (2018). Dynamics of Financial Development, Economic Growth, and Poverty Alleviation: The Indonesian Experience. South East European Journal of Economics and Business, 13(1), 17–30. https://doi.org/10.2478/jeb-2018-0002 DOI: https://doi.org/10.2478/jeb-2018-0002
Guillaumont Jeanneney, S., & Kpodar, K. (2008). Financial Development and Poverty Reduction: Can there Be a Benefit without a Cost? (IMF Working Paper No. 08/62). International Monetary Fund. https://doi.org/10.5089/9781451869248.001 DOI: https://doi.org/10.5089/9781451869248.001
Jalilian, H., & Kirkpatrick, C. (2002). Financial development and poverty reduction in developing countries. International Journal of Finance & Economics, 7(2), 97–108. https://doi.org/10.1002/ijfe.179 DOI: https://doi.org/10.1002/ijfe.179
Rewilak, J. (2017). The role of financial development in poverty reduction. Review of Development Finance, 7(2), 169–176. https://doi.org/10.1016/j.rdf.2017.10.001 DOI: https://doi.org/10.1016/j.rdf.2017.10.001
Jallad, R., O’Carroll, C., & Herzalla, D. (2025). Digital Finance and Financial Inclusion: A Bibliometric Review of Contributions Toward Achieving the SDGs. Journal of Risk and Financial Management, 18(1), 37.
Chandel, M., & Arora, M. (2025). Achieving the Sustainable Development Goals through Financial Inclusion: A Bibliometric and Content Analysis. Tourism and Management Studies, 21(1), 21–37. DOI: https://doi.org/10.18089/tms.20250102
Ghosh, S., & Vinod, D. (2017). What Constrains Financial Inclusion for Women? Evidence from Indian Micro data. World Development, 92, 60–81. https://doi.org/10.1016/j.worlddev.2016.11.011 DOI: https://doi.org/10.1016/j.worlddev.2016.11.011
Jeanneney, S. G., & Kpodar, K. (2011). Financial Development and Poverty Reduction: Can There be a Benefit without a Cost? Journal of Development Studies, 47(1), 143–163. https://doi.org/10.1080/00220388.2010.506918 DOI: https://doi.org/10.1080/00220388.2010.506918
World Bank. (2025). Financial inclusion. Retrieved May 31, 2025, from https://www.worldbank.org/en/topic/financialinclusion/overview
Doidge, C., Karolyi, G. A., & Stulz, R. M. (2007). Why do countries matter so much for corporate governance? Journal of Financial Economics, 86(1), 1–39. https://doi.org/10.1016/j.jfineco.2006.09.002 DOI: https://doi.org/10.1016/j.jfineco.2006.09.002
Djankov, S., La Porta, R., Lopez-de-Silanes, F., & Shleifer, A. (2008). The law and economics of self-dealing. Journal of Financial Economics, 88(3), 430–465. https://doi.org/10.1016/j.jfineco.2007.02.007 DOI: https://doi.org/10.1016/j.jfineco.2007.02.007
Ahmed, Z., Bashir, Y., Ahmed, B., & Akbar, M. I. U. (2025). Role of country governance between sustainable development and firm value in emerging markets. Discover Sustainability, 6, 261. https://doi.org/10.1007/s43621-025-00931-5 DOI: https://doi.org/10.1007/s43621-025-01097-w
Alakent, E., & Goktan, M. S. (2025). Do Variations in Institutional Characteristics Across Countries Affect ESG Reporting Ratings? Journal of Accounting, Ethics and Public Policy, 26(1), 57–83. https://doi.org/10.60154/jaepp.2025.v26n1p57 DOI: https://doi.org/10.60154/jaepp.2025.v26n1p57
Rahi, A. F., Chowdhury, M. A. F., Johansson, J., & Akter, S. (2023). Nexus between institutional quality and corporate sustainable performance: European evidence. Journal of Cleaner Production, 382, 135188. https://doi.org/10.1016/j.jclepro.2022.135188 DOI: https://doi.org/10.1016/j.jclepro.2022.135188
Lozano, M. B., & Martínez-Ferrero, J. (2022). Do emerging and developed countries differ in terms of sustainable performance? Analysis of board, ownership and country-level factors. Research in International Business and Finance, 62, 101688. https://doi.org/10.1016/j.ribaf.2022.101688 DOI: https://doi.org/10.1016/j.ribaf.2022.101688
Emara, N., & El Said, A. (2021). Financial inclusion and economic growth: The role of governance in selected MENA countries. International Review of Economics & Finance, 75, 34–54. https://doi.org/10.1016/j.iref.2021.03.014 DOI: https://doi.org/10.1016/j.iref.2021.03.014
Alam, M. M., Azam, M., Abdullah, A. B., Malik, I. A., Khan, A., Hamzah, T. A. A. T., Faridullah, Khan, M. M., Zahoor, H., & Zaman, K. (2015). Environmental quality indicators and financial development in Malaysia: unity in diversity. Environmental Science and Pollution Research, 22(11), 8392–8404. https://doi.org/10.1007/s11356-014-3982-5 DOI: https://doi.org/10.1007/s11356-014-3982-5
Ho, S.-Y., & Njindan Iyke, B. (2017). Determinants of stock market development: a review of the literature. Studies in Economics and Finance, 34(1), 143–164. https://doi.org/10.1108/SEF-05-2016-0111 DOI: https://doi.org/10.1108/SEF-05-2016-0111
Omri, A. (2020). Formal versus informal entrepreneurship in emerging economies: The roles of governance and the financial sector. Journal of Business Research, 108, 277–290. https://doi.org/10.1016/j.jbusres.2019.11.027 DOI: https://doi.org/10.1016/j.jbusres.2019.11.027
Wang, W., Yu, Y., & Li, X. (2022). ESG performance, auditing quality, and investment efficiency: Empirical evidence from China. Frontiers in Psychology, 13, 948674. https://doi.org/10.3389/fpsyg.2022.948674 DOI: https://doi.org/10.3389/fpsyg.2022.948674
Rachev, S., Asare Nyarko, N., Omotade, B., Harkov, V., & Veleva, R. (2024). Bachelier’s Market Model for ESG Asset Pricing. Journal of Risk and Financial Management, 17(12), 553. https://doi.org/10.3390/jrfm17120553 DOI: https://doi.org/10.3390/jrfm17120553
Ahuja, K., & Rani, E. (2025). A bibliometric analysis of ESG literature: key themes, influential authors and future research directions. Journal of Asia Business Studies, 19(3), 429–448. https://doi.org/10.1108/JABS-03-2024-0130 DOI: https://doi.org/10.1108/JABS-01-2024-0043
Bucciarelli, E., Regnicoli, A., & Ascatigno, A. (2024). The ESG Rating Conundrum: A Bibliometric Analysis. In M. Cipriano, A. Lazazzara, & L. Caporarello (Eds.), Technologies for Organizations and Society (pp. 211–233). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-53495-5_16 DOI: https://doi.org/10.1007/978-3-032-01697-3_11
Baibakova, T. V., Epinina, V. S., Azmina, J. M., & Kulakova, O. V. (2024). ESG Ratings Divergence: Problems and Solutions. In V. Mantulenko (Ed.), Proceedings of the 4th International Conference Engineering Innovations and Sustainable Development (pp. 153–159). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-58807-6_22 DOI: https://doi.org/10.1007/978-3-031-92520-7_21
Sneideriene, A., & Legenzova, R. (2025). Greenwashing prevention in environmental, social, and governance (ESG) disclosures: A bibliometric analysis. Research in International Business and Finance, 74, 102720. https://doi.org/10.1016/j.ribaf.2025.102720 DOI: https://doi.org/10.1016/j.ribaf.2024.102720
Badareu, G., Doran, M. D., Firu, M. A., Panait, M., Doval, E., & Grădinaru, G. I. (2024). Financial Development and Climate Change: A Detailed Bibliometric Investigation. Economies, 12(11), 288. https://doi.org/10.3390/economies12110288 DOI: https://doi.org/10.3390/economies12110288
Roy, J. K., & Vasa, L. (2025). Financial technology and environmental, social and governance in sustainable finance: a bibliometric and thematic content analysis. Discover Sustainability, 6(1), 140. https://doi.org/10.1007/s43621-025-00934-2 DOI: https://doi.org/10.1007/s43621-025-00934-2
Sethi, S. R., & Mahadik, D. A. (2024). Exploring the Interrelation: A Bibliometric Analysis and Systematic Literature Review of the Current Landscape and Future Trajectories of Fintech and Sustainability. *Cross-Cultural Business & Research, 13*(1), 125–165. DOI: https://doi.org/10.18267/j.cebr.368
Singh, T. R., Anand, T. H., & Devi, H. S. (2024). A Bibliometric Analysis of Environmental, Social, Governance (ESG) Imperatives of Sustainable Finance. Library Progress International, 44(2). https://doi.org/10.48165/bapas.2024.44.2.1 DOI: https://doi.org/10.47974/JIOS-1475
Kashi, A., & Shah, M. E. (2023). Bibliometric Review on Sustainable Finance. Sustainability, 15(9), 7119. https://doi.org/10.3390/su15097119 DOI: https://doi.org/10.3390/su15097119
Mohamad, A. (2025). Green and climate finance research trends: A bibliometric study of pre- and post-pandemic shifts. Cleaner Production Letters, 8, 100098. https://doi.org/10.1016/j.clpl.2025.100098 DOI: https://doi.org/10.1016/j.clpl.2025.100098
Chandran, R., & Chandran Mc, S. (2024). Green finance and sustainability: mapping research development through bibliometric analysis. Discover Sustainability, 5(1), 339. https://doi.org/10.1007/s43621-024-00442-9 DOI: https://doi.org/10.1007/s43621-024-00549-z
Judijanto, L. (2025). Green Bonds and Green Financing: A Bibliometric Analysis. World Journal of Social Science and Humanity Studies, 3(1), 1680–1690. DOI: https://doi.org/10.58812/wsshs.v3i11.2454
Flottmann, C., Köchling, G., Neukirchen, D., & Posch, P. N. (2025). Green debt: a systematic literature review and future research agenda. Management Review Quarterly. https://doi.org/10.1007/s11301-025-00511-x DOI: https://doi.org/10.1007/s11301-025-00511-x
Then, W. W. J. (2023). THE RELATIONSHIP BETWEEN FINANCIAL DEVELOPMENT AND SUSTAINABLE DEVELOPMENT GOALS — A BIBLIOMETRIC ANALYSIS. Journal of Business & Economic Analysis, 06(02), 179–202. DOI: https://doi.org/10.1142/S2737566824500026
Öztürk, O., Kocaman, R., & Kanbach, D. K. (2024). How to design bibliometric research: an overview and a framework proposal. Review of Managerial Science. https://doi.org/10.1007/s11846-024-00738-0 DOI: https://doi.org/10.1007/s11846-024-00738-0
Paul, J., Lim, W. M., O’Cass, A., Hao, A. W., & Bresciani, S. (2021). Scientific procedures and rationales for systematic literature reviews (SPAR-4-SLR). International Journal of Consumer Studies, 45(4), O1–O16. https://doi.org/10.1111/ijcs.12695 DOI: https://doi.org/10.1111/ijcs.12695
Lim, W. M., Kumar, S., & Donthu, N. (2024). How to combine and clean bibliometric data and use bibliometric tools synergistically: Guidelines using metaverse research. Journal of Business Research, 182, 114760. https://doi.org/10.1016/j.jbusres.2024.114760 DOI: https://doi.org/10.1016/j.jbusres.2024.114760
Aria, M., & Cuccurullo, C. (2017). bibliometrix : An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007 DOI: https://doi.org/10.1016/j.joi.2017.08.007
Van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3 DOI: https://doi.org/10.1007/s11192-009-0146-3
Lim, W. M., & Kumar, S. (2024). Guidelines for interpreting the results of bibliometric analysis: A sensemaking approach. Global Business and Organizational Excellence, 43(4), 17–26. https://doi.org/10.1002/joe.22253 DOI: https://doi.org/10.1002/joe.22229
Morduch, J. (2000). The Microfinance Schism. World Development, 28(4), 617–629. https://doi.org/10.1016/S0305-750X(99)00151-5 DOI: https://doi.org/10.1016/S0305-750X(99)00151-5
Guiso, L., Sapienza, P., & Zingales, L. (2004). The Role of Social Capital in Financial Development. American Economic Review, 94(3), 526–556. https://doi.org/10.1257/0002828041464498 DOI: https://doi.org/10.1257/0002828041464498
Gygli, S., Haelg, F., Potrafke, N., & Sturm, J.-E. (2019). The KOF Globalisation Index – revisited. Review of International Organizations, 14(3), 543–574. https://doi.org/10.1007/s11558-019-09344-2 DOI: https://doi.org/10.1007/s11558-019-09344-2
Balsalobre-Lorente, D., Shahbaz, M., Roubaud, D., & Farhani, S. (2018). How economic growth, renewable electricity and natural resources contribute to CO2 emissions? Energy Policy, 113, 356–367. https://doi.org/10.1016/j.enpol.2017.10.050 DOI: https://doi.org/10.1016/j.enpol.2017.10.050
Shahbaz, M., Tiwari, A. K., & Nasir, M. (2013). The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa. Energy Policy, 61, 1452–1459. https://doi.org/10.1016/j.enpol.2013.07.006 DOI: https://doi.org/10.1016/j.enpol.2013.07.006
Boutabba, M. A. (2014). The impact of financial development, income, energy and trade on carbon emissions: Evidence from the Indian economy. Economic Modelling, 40, 33–41. https://doi.org/10.1016/j.econmod.2014.03.005 DOI: https://doi.org/10.1016/j.econmod.2014.03.005
Ren, S., Hao, Y., Xu, L., Wu, H., & Ba, N. (2021). Digitalization and energy: How does internet development affect China’s energy consumption? Energy Economics, 98, 105220. https://doi.org/10.1016/j.eneco.2021.105220 DOI: https://doi.org/10.1016/j.eneco.2021.105220
Jahanger, A., Usman, M., Murshed, M., Mahmood, H., & Balsalobre-Lorente, D. (2022). The linkages between natural resources, human capital, globalization, economic growth, financial development, and ecological footprint: The moderating role of technological innovations. Resources Policy, 76, 102569. https://doi.org/10.1016/j.resourpol.2022.102569 DOI: https://doi.org/10.1016/j.resourpol.2022.102569
Morck, R., Wolfenzon, D., & Yeung, B. (2005). Corporate Governance, Economic Entrenchment, and Growth. Journal of Economic Literature, 43(3), 655–720. https://doi.org/10.1257/002205105774431252 DOI: https://doi.org/10.1257/002205105774431252
Claessens, S., & Yurtoglu, B. B. (2013). Corporate governance in emerging markets: A survey. Emerging Markets Review, 15, 1–33. https://doi.org/10.1016/j.ememar.2012.03.002 DOI: https://doi.org/10.1016/j.ememar.2012.03.002
Shahbaz, M., Khan, S., & Tahir, M. I. (2013). The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis. Energy Economics, 40, 8–21. https://doi.org/10.1016/j.eneco.2013.06.006 DOI: https://doi.org/10.1016/j.eneco.2013.06.006
Al-Mulali, U., Saboori, B., & Ozturk, I. (2015). Investigating the environmental Kuznets curve hypothesis in Vietnam. Energy Policy, 76, 123–131. https://doi.org/10.1016/j.enpol.2014.11.019 DOI: https://doi.org/10.1016/j.enpol.2014.11.019
Acheampong, A. O. (2018). Economic growth, CO2 emissions and energy consumption: What causes what and where? Energy Economics, 74, 677–692. https://doi.org/10.1016/j.eneco.2018.07.022 DOI: https://doi.org/10.1016/j.eneco.2018.07.022
Shahbaz, M., Solarin, S. A., Mahmood, H., & Arouri, M. (2013). Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis. Economic Modelling, 35, 145–152. https://doi.org/10.1016/j.econmod.2013.06.037 DOI: https://doi.org/10.1016/j.econmod.2013.06.037
Yuxiang, K., & Chen, Z. (2011). Financial development and environmental performance: evidence from China. Environment and Development Economics, 16(1), 93–111. https://doi.org/10.1017/S1355770X10000422 DOI: https://doi.org/10.1017/S1355770X10000422
Jamel, L., & Maktouf, S. (2017). The nexus between economic growth, financial development, trade openness, and CO2 emissions in European countries. Cogent Economics & Finance, 5(1), 1341456. https://doi.org/10.1080/23322039.2017.1341456 DOI: https://doi.org/10.1080/23322039.2017.1341456
Magazzino, C. (2016). The relationship between real GDP, CO2 emissions, and energy use in the GCC countries: A time series approach. Cogent Economics & Finance, 4(1), 1152729. https://doi.org/10.1080/23322039.2016.1152729 DOI: https://doi.org/10.1080/23322039.2016.1152729
Ozcan, B., Tzeremes, P. G., & Tzeremes, N. G. (2020). Energy consumption, economic growth and environmental degradation in OECD countries. Economic Modelling, 84, 203–213. https://doi.org/10.1016/j.econmod.2019.04.010 DOI: https://doi.org/10.1016/j.econmod.2019.04.010
Shahbaz, M., Haouas, I., & Hoang, T. H. V. (2019). Economic growth and environmental degradation in Vietnam: Is the environmental Kuznets curve a complete picture? Emerging Markets Review, 38, 197–218. https://doi.org/10.1016/j.ememar.2018.12.006 DOI: https://doi.org/10.1016/j.ememar.2018.12.006
Sharma, D. (2016). Nexus between financial inclusion and economic growth: Evidence from the emerging Indian economy. Journal of Financial Economic Policy, 8(1), 13–36. https://doi.org/10.1108/JFEP-01-2015-0004 DOI: https://doi.org/10.1108/JFEP-01-2015-0004
Kumar, N. (2013). Financial inclusion and its determinants: evidence from India. Journal of Financial Economic Policy, 5(1), 4–19. https://doi.org/10.1108/17576381311317754 DOI: https://doi.org/10.1108/17576381311317754
Claessens, S., & Perotti, E. (2007). Finance and inequality: Channels and evidence. Journal of Comparative Economics, 35(4), 748–773. https://doi.org/10.1016/j.jce.2007.07.002 DOI: https://doi.org/10.1016/j.jce.2007.07.002
Adams, S., & Klobodu, E. K. M. (2016). Financial development, control of corruption and income inequality. International Review of Applied Economics, 30(6), 790–808. https://doi.org/10.1080/02692171.2016.1208740 DOI: https://doi.org/10.1080/02692171.2016.1208740
Marx, W., Bornmann, L., Barth, A., & Leydesdorff, L. (2014). Detecting the historical roots of research fields by reference publication year spectroscopy (RPYS). Journal of the Association for Information Science and Technology, 65(4), 751–764. https://doi.org/10.1002/asi.23089 DOI: https://doi.org/10.1002/asi.23089
Smith, M., Marx, W., Anand, K. S., & Ho, Y.-S. (2024). Bibliometric analysis with reference publication year spectroscopy showed how key programmes drove developmental care in newborn infants. Acta Paediatrica, 113(1), 28–38. https://doi.org/10.1111/apa.16998 DOI: https://doi.org/10.1111/apa.16996
Ehrlich, P. R., & Holdren, J. P. (1971). Impact of Population Growth: Complacency concerning this component of man’s predicament is unjustified and counterproductive. Science, 171(3977), 1212–1217. DOI: https://doi.org/10.1126/science.171.3977.1212
McKinnon, R. I. (1973). Money and Capital in Economic Development. Brookings Institution Press.
Shaw, E. S. (1973). Financial deepening in economic development. Oxford University Press.
Brown, R. L., Durbin, J., & Evans, J. M. (1975). Techniques for Testing the Constancy of Regression Relationships Over Time. Journal of the Royal Statistical Society: Series B (Methodological), 37(2), 149–163. https://doi.org/10.1111/j.2517-6161.1975.tb01532.x DOI: https://doi.org/10.1111/j.2517-6161.1975.tb01532.x
Koenker, R., & Bassett, G. (1978). Regression Quantiles. Econometrica, 46(1), 33. https://doi.org/10.2307/1913643 DOI: https://doi.org/10.2307/1913643
Kraft, J., & Kraft, A. (1978). On the Relationship Between Energy and GNP. The Journal of Energy and Development, 3(2), 401–403.
Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42. https://doi.org/10.1016/0304-3932(88)90168-7 DOI: https://doi.org/10.1016/0304-3932(88)90168-7
Phillips, P. C. B., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335–346. https://doi.org/10.1093/biomet/75.2.335 DOI: https://doi.org/10.1093/biomet/75.2.335
Johansen, S. (1988). Statistical analysis of cointegration vectors. Journal of Economic Dynamics and Control, 12(2–3), 231–254. https://doi.org/10.1016/0165-1889(88)90041-3 DOI: https://doi.org/10.1016/0165-1889(88)90041-3
Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277. https://doi.org/10.2307/2297968 DOI: https://doi.org/10.2307/2297968
Grossman, G. M., & Krueger, A. B. (1991). Environmental Impacts of a North American Free Trade Agreement (Working Paper No. 3914). National Bureau of Economic Research. DOI: https://doi.org/10.3386/w3914
King, R. G., & Levine, R. (1993). Finance, entrepreneurship and growth. Journal of Monetary Economics, 32(3), 513–542. https://doi.org/10.1016/0304-3932(93)90028-E DOI: https://doi.org/10.1016/0304-3932(93)90028-E
Galor, O., & Zeira, J. (1993). Income Distribution and Macroeconomics. The Review of Economic Studies, 60(1), 35. https://doi.org/10.2307/2297811 DOI: https://doi.org/10.2307/2297811
Banerjee, A. V., & Newman, A. F. (1993). Occupational Choice and the Process of Development. Journal of Political Economy, 101(2), 274–298. DOI: https://doi.org/10.1086/261876
Stock, J. H., & Watson, M. W. (1993). A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems. Econometrica, 61(4), 783. https://doi.org/10.2307/2951763 DOI: https://doi.org/10.2307/2951763
Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. https://doi.org/10.1016/0304-4076(94)01642-D DOI: https://doi.org/10.1016/0304-4076(94)01642-D
La Porta, R., Lopez-de-Silanes, F., Shleifer, A., & Vishny, R. W. (1998). Law and Finance. Journal of Political Economy, 106(6), 1113–1155. https://doi.org/10.1086/250042 DOI: https://doi.org/10.1086/250042
Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. https://doi.org/10.1016/S0304-4076(98)00009-8 DOI: https://doi.org/10.1016/S0304-4076(98)00009-8
Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289–326. https://doi.org/10.1002/jae.616 DOI: https://doi.org/10.1002/jae.616
Antweiler, W., Copeland, B. R., & Taylor, M. S. (2001). Is Free Trade Good for the Environment? American Economic Review, 91(4), 877–908. https://doi.org/10.1257/aer.91.4.877 DOI: https://doi.org/10.1257/aer.91.4.877
Acemoglu, D., & Robinson, J. A. (2001). A Theory of Political Transitions. American Economic Review, 91(4), 938–963. https://doi.org/10.1257/aer.91.4.938 DOI: https://doi.org/10.1257/aer.91.4.938
Im, K. S., Pesaran, M. H., & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115(1), 53–74. https://doi.org/10.1016/S0304-4076(03)00092-7 DOI: https://doi.org/10.1016/S0304-4076(03)00092-7
Rajan, R. G., & Zingales, L. (2003). The great reversals: The politics of financial development in the twentieth century. Journal of Financial Economics, 69(1), 5–50. https://doi.org/10.1016/S0304-405X(03)00125-9 DOI: https://doi.org/10.1016/S0304-405X(03)00125-9
Tamazian, A., Chousa, J. P., & Vadlamannati, K. C. (2009). Does higher economic and financial development lead to environmental degradation: Evidence from BRIC countries. Energy Policy, 37(1), 246–253. https://doi.org/10.1016/j.enpol.2008.08.025 DOI: https://doi.org/10.1016/j.enpol.2008.08.025
Sadorsky, P. (2010). The impact of financial development on energy consumption in emerging economies. Energy Policy, 38(5), 2528–2535. https://doi.org/10.1016/j.enpol.2009.12.048 DOI: https://doi.org/10.1016/j.enpol.2009.12.048
Islam, F., Shahbaz, M., Ahmed, A. U., & Alam, M. M. (2013). Financial development and energy consumption nexus in Malaysia: A multivariate time series analysis. Economic Modelling, 30, 435–441. https://doi.org/10.1016/j.econmod.2012.09.033 DOI: https://doi.org/10.1016/j.econmod.2012.09.033
Ozturk, I., & Acaravci, A. (2013). The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey. Energy Economics, 36, 262–267. https://doi.org/10.1016/j.eneco.2012.08.025 DOI: https://doi.org/10.1016/j.eneco.2012.08.025
Shahbaz, M., Tiwari, A. K., Ozturk, I., & Farooq, A. (2013). Are fluctuations in electricity consumption per capita transitory? Evidence from developed and developing economies. Renewable and Sustainable Energy Reviews, 28, 551–554. https://doi.org/10.1016/j.rser.2013.08.030 DOI: https://doi.org/10.1016/j.rser.2013.08.007
Farhani, S., & Ozturk, I. (2015). Causal relationship between CO2 emissions, real GDP, energy consumption, financial development, trade openness, and urbanization in Tunisia. Environmental Science and Pollution Research, 22(20), 15663–15676. https://doi.org/10.1007/s11356-015-4767-1 DOI: https://doi.org/10.1007/s11356-015-4767-1
Kasman, A., & Duman, Y. S. (2015). CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis. Economic Modelling, 44, 97–103. https://doi.org/10.1016/j.econmod.2014.10.022 DOI: https://doi.org/10.1016/j.econmod.2014.10.022
Omri, A., Daly, S., Rault, C., & Chaibi, A. (2015). Financial development, environmental quality, trade and economic growth: What causes what in MENA countries. Energy Economics, 48, 242–252. https://doi.org/10.1016/j.eneco.2015.01.008 DOI: https://doi.org/10.1016/j.eneco.2015.01.008
Le, T.-H., Le, H.-C., & Taghizadeh-Hesary, F. (2020). Does financial inclusion impact CO2 emissions? Evidence from Asia. Finance Research Letters, 34, 101451. https://doi.org/10.1016/j.frl.2020.101451 DOI: https://doi.org/10.1016/j.frl.2020.101451
Grossman, G. M., & Krueger, A. B. (1995). Economic Growth and the Environment. The Quarterly Journal of Economics, 110(2), 353–377. https://doi.org/10.2307/2118443 DOI: https://doi.org/10.2307/2118443
Stern, D. I. (2004). The Rise and Fall of the Environmental Kuznets Curve. World Development, 32(8), 1419–1439. https://doi.org/10.1016/j.worlddev.2004.03.004 DOI: https://doi.org/10.1016/j.worlddev.2004.03.004
Dinda, S. (2004). Environmental Kuznets Curve Hypothesis: A Survey. Ecological Economics, 49(4), 431–455. https://doi.org/10.1016/j.ecolecon.2004.02.011 DOI: https://doi.org/10.1016/j.ecolecon.2004.02.011
Engle, R. F., & Granger, C. W. J. (1987). Co-Integration and Error Correction: Representation, Estimation, and Testing. Econometrica, 55(2), 251–276. https://doi.org/10.2307/1913236 DOI: https://doi.org/10.2307/1913236
Granger, C. W. J. (1969). Investigating Causal Relations by Econometric Models and Cross-spectral Methods. Econometrica, 37(3), 424–438. https://doi.org/10.2307/1912791 DOI: https://doi.org/10.2307/1912791
Shahbaz, M., Hye, Q. M. A., Tiwari, A. K., & Leitão, N. C. (2013). Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renewable and Sustainable Energy Reviews, 25, 109–121. https://doi.org/10.1016/j.rser.2013.04.009 DOI: https://doi.org/10.1016/j.rser.2013.04.009
Windmeijer, F. (2005). A finite sample correction for the variance of linear efficient two-step GMM estimators. Journal of Econometrics, 126(1), 25–51. https://doi.org/10.1016/j.jeconom.2004.02.005 DOI: https://doi.org/10.1016/j.jeconom.2004.02.005
Hansen, L. P. (1982). Large Sample Properties of Generalized Method of Moments Estimators. Econometrica, 50(4), 1029–1054. https://doi.org/10.2307/1912775 DOI: https://doi.org/10.2307/1912775
Levine, R. (1997). Financial Development and Economic Growth: Views and Agenda. Journal of Economic Literature, 35(2), 688–726.
Kuznets, S. (1955). Economic Growth and Income Inequality. The American Economic Review, 45(1), 1–28.
Sadorsky, P. (2011). Financial development and energy consumption in Central and Eastern European frontier economies. Energy Policy, 39(2), 999–1006. https://doi.org/10.1016/j.enpol.2010.11.034 DOI: https://doi.org/10.1016/j.enpol.2010.11.034
Abbasi, F., & Riaz, K. (2016). CO2 emissions and financial development in an emerging economy: An augmented VAR approach. Energy Policy, 90, 102–114. https://doi.org/10.1016/j.enpol.2015.12.017 DOI: https://doi.org/10.1016/j.enpol.2015.12.017
Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22(2), 265–312. https://doi.org/10.1002/jae.951 DOI: https://doi.org/10.1002/jae.951
Levin, A., Lin, C.-F., & Chu, C.-S. J. (2002). Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics, 108(1), 1–24. https://doi.org/10.1016/S0304-4076(01)00098-7 DOI: https://doi.org/10.1016/S0304-4076(01)00098-7
Pesaran, M. H., Shin, Y., & Smith, R. P. (1999). Pooled Mean Group Estimation of Dynamic Heterogeneous Panels. Journal of the American Statistical Association, 94(446), 621–634. https://doi.org/10.1080/01621459.1999.10474156 DOI: https://doi.org/10.1080/01621459.1999.10474156
Dumitrescu, E.-I., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450–1460. https://doi.org/10.1016/j.econmod.2012.02.014 DOI: https://doi.org/10.1016/j.econmod.2012.02.014
Breusch, T. S., & Pagan, A. R. (1980). The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics. The Review of Economic Studies, 47(1), 239–253. https://doi.org/10.2307/2297111 DOI: https://doi.org/10.2307/2297111
Pedroni, P. (1999). Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors. Oxford Bulletin of Economics and Statistics, 61(S1), 653–670. https://doi.org/10.1111/1468-0084.61.s1.14 DOI: https://doi.org/10.1111/1468-0084.61.s1.14
Pedroni, P. (2004). Panel Cointegration: Asymptotic and Finite Sample Properties of Pooled Time Series Tests With an Application to the PPP Hypothesis. Econometric Theory, 20(3), 597–625. https://doi.org/10.1017/S0266466604203073 DOI: https://doi.org/10.1017/S0266466604203073
Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, 90(1), 1–44. https://doi.org/10.1016/S0304-4076(98)00023-2 DOI: https://doi.org/10.1016/S0304-4076(98)00023-2
Pesaran, M. H. (2006). Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure. Econometrica, 74(4), 967–1012. https://doi.org/10.1111/j.1468-0262.2006.00692.x DOI: https://doi.org/10.1111/j.1468-0262.2006.00692.x
Zhang, J., Wang, L., & Wang, S. (2012). Financial development and economic growth: Recent evidence from China. Journal of Comparative Economics, 40(3), 393–412. https://doi.org/10.1016/j.jce.2012.01.001 DOI: https://doi.org/10.1016/j.jce.2012.01.001
Sassi, S., & Goaied, M. (2013). Financial development, ICT diffusion and economic growth: Lessons from MENA region. Telecommunications Policy, 37(4–5), 252–261. https://doi.org/10.1016/j.telpol.2012.12.004 DOI: https://doi.org/10.1016/j.telpol.2012.12.004
Ramzan, M., Amin, M., & Abbas, M. (2021). How does corporate social responsibility affect financial performance, financial stability, and financial inclusion in the banking sector? Evidence from Pakistan. Research in International Business and Finance, 55, 101314. https://doi.org/10.1016/j.ribaf.2020.101314 DOI: https://doi.org/10.1016/j.ribaf.2020.101314
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