References
- Abbas, F., Masood, O., Sbia, R. (2022). Financial development, institutions and economic growth nexus: A case study of the MENA region. Economic Change and Restructuring, 55(1), 1-24. https://doi.org/10.1007/s10644-021-09300-4
- Abbas, S., Islam, M., Kalina, I., Mariev, O., Sohag, K. (2025). Shaping a sustainable future: Assessing the response of Russian aluminum exports to the global clean energy transition. Sustainable Futures, 10, 100969. https://doi.org/10.1016/j.sftr.2025.100969
- Acemoglu, D., Gallego, F. A., Robinson, J. A. (2014). Institutions, human capital, and development. Annual Review of Economics, 6, 875-912. https://doi.org/10.1146/annurev-economics-080213-041119
- Acemoglu, D., Johnson, S., Robinson, J. A. (2005). Institutions as a fundamental cause of long-run growth. In P. Aghion, S. Durlauf (Eds.), Handbook of Economic Growth, Vol. 1 A, 385-472, E lsevier. https://doi.org/10.1016/S1574-0684(05)01006-3
- Adu, G., Marbuah, G., Mensah, J. T. (2013). Financial development and economic growth in Ghana: Does the measure of financial development matter? Review of Development Finance, 3(4), 192-203. https://doi.org/10.1016/j.rdf.2013.11.001
- Adusei, M., Nkrumah, A. (2013). Financial development and economic growth: Is Schumpeter right? British Journal of Economics, Management & Trade, 3(3), 280-295. https://doi.org/10.9734/BJEMT/2013/3226
- Aghion, P., Bacchetta, P., Rancière, R., Rogoff, K. (2009). Exchange rate volatility and productivity growth: The role of financial development. Journal of Monetary Economics, 56(4), 494-513. https://doi.org/10.1016/j.jmoneco.2009.03.015
- Aghion, P., Howitt, P., Mayer-Foulkes, D. (2005). The effect of financial development on convergence: Theory and evidence. Quarterly Journal of Economics, 120(1), 173-222.
- Ahmad, M., Majeed, A., Khan, M. A., Sohaib, M., Shehzad, K. (2021). Digital financial inclusion and economic growth: Provincial data analysis of China. China Economic Journal, 14(3), 291-310. https://doi.org/10.1080/17538963.2021.1882064
- Alawi, S. M., Abbassi, W., Saqib, R., & Sharif, M. (2022). Impact of financial innovation and institutional quality on financial development in emerging markets. Journal of Risk and Financial Management, 15(3), 115. https://doi.org/10.3390/jrfm15030115
- Almulhim, A. A., Inuwa, N., Chaouachi, M., Samour, A. (2025). Testing the impact of renewable energy and institutional quality on consumption-based CO2 emissions: Fresh insights from MMQR approach. Sustainability, 17, 1-17. https://doi.org/10.3390/su17020704
- Al-Zubi, K. A. M., Salameh, R. M., Zu’bi, M. F. (2006). Financial development and economic growth: Empirical evidence from Jordan economy. Journal of Social Sciences, 2(2), 72-76. https://doi.org/10.3844/jssp.2006.72.76
- Arcand, J.-L., Berkes, E., Panizza, U. (2015). Too much finance? Journal of Economic Growth, 20(2), 105–148. https://doi.org/10.1007/s10887-015-9115-2
- Aydin, M., Karabulut, G. (2024). Rule of law, democracy, and economic growth: Evidence from emerging markets. Journal of Economic Policy Research, 11(2), 125-140.
- Azmeh, C., Al-Raeei, M. (2025). Financial development, research in finance, and economic growth. Cogent Economics & Finance, 13(1), 2448220. https://doi.org/10.1080/23322039.2024.2448220
- Baghirov, A., Sarkhanov, T. (2025). Investigation of the factors affecting tourism development panel causality analysis: The case of BRICS countries. Geojournal of Tourism and Geosites, 60(2), 1136-1146. https://doi.org/10.30892/gtg.602spl11-1487
- Bai, J., Ng, S. (2005). Test for skewness, kurtosis and normality for time series data. Journal of Business and Economics Statistics, 23, 49-60. http://dx.doi.org/10.1198/073500104000000271
- Barro, R., J. (1996). Democracy and growth. Journal of Economic Growth, 1(1), 1-27. https://doi.org/10.1007/BF00163340
- Batrancea, L. M., Rathnaswamy, M. M., Rus, M-L., Tulai, H. (2023). Determinants of Economic Growth for the Last Half of Century: A Panel Data Analysis on 50 Countries. Journal of the Knowledge Economy, 14, 2578–2602. https://doi.org/10.1007/s13132-022-00944-9
- 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
- Beck, T., Demirgüç-Kunt, A., Levine, R. (2007). Finance, inequality and the poor. Journal of Economic Growth, 12(1), 27-49.
- Bölükbaş, M., Szymańska, A. (2025). The nexus between CO2 emissions and health expenditure-causality evidence from selected CEE countries. Comparative Economic Research. Central and Eastern Europe, 28(2), 97-113. https://doi.org/10.18778/1508-2008.28.15
- Butkiewicz, J. L., Yanikkaya, H. (2006). Institutional quality and economic growth: Maintenance of the rule of law or democratic institutions, or both? Economic Modelling, 23(4), 648-661. https://doi.org/10.1016/j.econmod.2006.04.008
- Cain, M. K., Zhang, Z., Yuan, K. H. (2017). Univariate and multivariate skewness and kurtosis for measuring nonnormality: Prevalence, influence and estimation. Behavior Research Methods, 49(5), 1716-1735. https://doi.org/10.3758/s13428-016-0814-1
- Camba, A. L., Camba, A. C. (2020). The long-run and short-run impacts of financial development on income inequality: Evidence from the Philippines. Applied Econometrics and International Development, 20(1), 123–142. https://doi.org/10.33776/aeid.v20i1.3919
- Campbell, J., Y. (2006). Household Finance. The Journal of Finance, 61(4), 1553-1604.
- Demirgüç-Kunt, A., Levine, R. (2009). Finance and inequality: Theory and evidence.
- Annual Review of Financial Economics, 1(1), 287-318. https://doi.org/10.1146/annurev.financial.050808.114334
- Demirgüç-Kunt, A., Klapper, L., Singer, D. (2017). Financial inclusion and inclusive growth: A review of recent empirical evidence (Policy Research Working Paper No. 8040). World Bank. https://doi.org/10.1596/1813-9450-8040
- Demirgüç-Kunt, A., Klapper, L., Singer, D., Van Oudheusden, P. (2015). The Global Findex Database 2014: Measuring Financial Inclusion around the World.
- Durusu-Ciftci, D., Ispir, M. S., Yetkiner, H. (2017). Financial development and economic growth: Some theory and more evidence. Journal of Policy Modeling, 39(2), 290-306.
- Elfaki, K. E., Handoyo, R. D., Ibrahim, K. H. (2021). The Impact of Industrialization, Trade Openness, Financial Development, and Energy Consumption on Economic Growth in Indonesia. Economies, 9 (174). https://doi.org/10.3390/economies9040174
- Elistia, E., Syahzuni, B. A. (2018). The correlation of the Human Development Index (HDI) towards economic growth (GDP per capita) in 10 ASEAN member countries. Journal of Humanities and Social Studies, 2(2), 40-46. https://journal.unpak.ac.id/index.php/jhss
- Filfilan, A. (2022). The effects of financial development and governance quality on economic growth: evidence from developed and developing countries. Estudios de Economía Aplicada, 40(1), 6308.
- Ghifara, A. S., Wardhana, A. K., Iman, A. N., Rusgianto, S., Ratnasari, R. T. (2022). The effect of economic growth, government spending, and human development index toward inequality of income distribution in the metropolitan cities in Indonesia. Daengku: Journal of Humanities and Social Sciences Innovation, 2(4), 1092.
- Giri, A. K., Mohapatra, G. (2012). Financial development and economic growth: Evidence from India. Asia-Pacific Journal of Management Research and Innovation, 8(1), 89-103. https://doi.org/10.1177/2319510X1200800115
- Gizaw, T., Getachew, Z., Mancha, M. (2024). Financial development and economic growth: evidence from emerging African and Asian countries. Cogent Economics & Finance, 12(1), 2398213. https://doi.org/10.1080/23322039.2024.2398213
- Goldsmith, R. W. (1969). Financial structure and development. Yale University Press.
- Gurley, J. G., Shaw, E. S. (1960). Money in a theory of finance. Brookings Institution.
- Gylfason, T. (2001). Natural resources, education, and economic development. European Economic Review, 45(4-6), 847-859. https://doi.org/10.1016/S0014-2921(01)00127-1
- Hacievliyagil, N., Eksi, I. H. (2019). A Micro Based Study ON Bank Credit and Economic Growth: Manufacturing Sub-Sectors Analysis. South East European Journal of Economics and Business, 14 (1) 2019, 72-91. https://doi.org/10.2478/jeb-2019-0006
- Haggard, S., Tiede, L. (2011). The rule of law and economic growth: Where are we? World Development, 39(5), 673-685. https://doi.org/10.1016/j.worlddev.2010.10.007
- Hassan, M. K., Sanchez, B., Yu, J. S. (2011). Financial development and economic growth: New evidence from panel data. The Quarterly Review of Economics and Finance, 51(1), 88-104. https://doi.org/10.1016/j.qref.2010.09.001
- He, Z., You, Y. (2024). Convergence in Financial Development and Growth. Open Economies Review, 35, 779-799. https://doi.org/10.1007/s11079-024-09767-4
- Ho, S-H., Saadaoui, J. (2022). Bank credit and economic growth: A dynamic threshold panel model for ASEAN countries. International Economics, 170, 115-128, 2110-7017. https://doi.org/10.1016/j.inteco.2022.03.001
- Hoa, P. T., Liem, L. T., Phuoc, N. K. (2016). Human development index impact on economic growth. Ho Chi Minh City Open University Journal of Science, 6(1), 3-14.
- Isayev, M., Irani, F., Attarzadeh, A. (2024). Asymmetric effects of monetary policy on non-bank financial intermediation (NBFI) assets: a panel quantile regression approach. Journal of Economic Studies, 51 (3): 631-648. https://doi.org/10.1108/JES-01-2023-0024
- Iskandar, I. (2017). Effect of human development index fund on economic growth through a special autonomy. Jurnal Ekonomi Pembangunan, 18(1), 40-49.
- İlkay, S., Ç., Bilgili, F. (2025). Assessing the dynamics of international competitiveness based on hightech exports: insights from a heterogeneous panel of selected G20 countries. Technology Analysis & Strategic Management, 37(1), 65-81. https://doi.org/10.1080/09537325.2023.2280556
- Jahanger, A., Zaman, U., Hossain, M., R., Awan, A. (2023). Articulating CO2 emissions limiting roles of nuclear energy and ICT under the EKC hypothesis: An application of non-parametric MMQR approach, Geoscience Frontiers, 14(5), https://doi.org/10.1016/j.gsf.2023.101589
- Jalil, A., Feridun, M. (2011). Long-run relationship between income inequality and financial development in China. Journal of the Asia Pacific Economy, 16(2), 202-214. https://doi.org/10.1080/13547860.2011.564747
- Kargbo, J. M., Adamu, P. A., Kabuga, M. A. (2016). Financial development and economic growth in Sierra Leone. African Development Review, 28(2), 246-261. https://doi.org/10.1111/1467-8268.12191
- Kim, M., Genton, M.G., Huser, R., Castruccio, S. (2025). A neural network-based adaptive cut-off approach to normality testing for dependent data. Statistics and Computing, 35, 22, 1-15. https://doi.org/10.1007/s11222-024-10551-0
- King, R. G., Levine, R. (1993). Finance and growth: Schumpeter might be right. The Quarterly Journal of Economics, 108(3), 717-73
- Kumar, R. R., Paramanik, R. N. (2020). Financial development and economic growth: Evidence from BRICS economies using panel VECM approach. International Journal of Finance & Economics, 25(3), 347-362. https://doi.org/10.1002/ijfe.1765
- La Porta, R., Lopez-de-Silanes, F., Shleifer, A., Vishny, R. W. (1997). Legal determinants of external finance. Journal of Finance, 52(3), 1131-1150. https://doi.org/10.1111/j.1540-6261.1997.tb02727.x
- Levine, R. (2005). Finance and growth: Theory and evidence. In P. Aghion & S. N. Durlauf (Eds.), Handbook of Economic Growth (Vol. 1A, 865-934), Elsevier. https://doi.org/10.1016/S1574-0684(05)01012-9
- Levine, R., Zervos, S. (1998). Stock markets, banks, and economic growth. American Economic Review, 88(3), 537-558. https://doi.org/10.1596/1813-9450-1690
- Loayza, N., Ranciere, R. (2005). Financial development, financial fragility, and growth. World Bank Policy Research Working Paper Series, No. 3431. https://doi.org/10.1596/1813-9450-3431
- Machado, J. A. F., Silva, J. M. C. S. (2019). Quantiles via moments. Journal of Econometrics, 213(1), pages 145-173. DOI: 10.1016/j.jeconom.2019.04.009
- Matei, M. (2020). The influence of financial development on economic growth: Evidence from Romania. Economic Research-Ekonomska Istraživanja, 33(1), 1021-1039. https://doi.org/10.1080/1331677X.2020.1748507
- McKinnon, R. I. (1973). Money and capital in economic development. Brookings Institution.
- Mishkin, F. S. (2011). Over the cliff: From the subprime to the global financial crisis. Journal of Economic Perspectives, 25(1), 49-70. https://doi.org/10.1257/jep.25.1.49
- Mlambo, C. (2024). Financial Development and Economic Growth: Evidence from Low-Income Nations in the SADC Region. International Journal of Financial Studies, 12 (62). https://doi.org/10.3390/ijfs12030062
- Murari, K. (2017). Does financial development cause economic growth? Evidence from selected countries in South Asia. Journal of Regional Development and Planning, 6(2), 45-56.
- Ofori-Abebrese, G., Pickson, R. B., Osei-Fosu, A. K. (2017). Financial development and economic growth: Additional evidence from Ghana. Modern Economy, 8(7), 937-946. https://doi.org/10.4236/me.2017.87065
- Ostic, D., Saeed, U.F., Twum, A.K., Chibsah, R. (2025). Transition toward a sustainable circular economy: A perspective on green innovation and governance policy using a novel MMQR approach. Sustainable Development, 1–23. https://doi.org/10.1002/sd.3410
- Ozpolat, A., Yeldan, E., Voyvoda, E. (2016). Institutions and economic performance: A comparative analysis of MENA and Eastern Europe. Panoeconomicus, 63(4), 443-458. https://doi.org/10.2298/PAN1604443O
- Patrick, H. T. (1966). Financial development and economic growth in underdeveloped countries. Economic Development and Cultural Change, 14(2), 174-189.
- Philippon, T., Reshef, A. (2013). An international look at the growth of modern finance. Journal of Economic Perspectives, 27(2), 73-96.
- Rai, S. K., Raju, T. B. (2025). Accessing the causality among air transportation, trade openness and GDP: Evidence from a panel of high-income countries. Transport Policy, 163, 116-124. https://doi.org/10.1016/j.tranpol.2025.01.012
- Ramadhani, A. (2021). Financial development and economic growth in Indonesia: Evidence from ARDL bounds testing approach. Journal of Economics and Sustainable Development, 12(11), 30-40. https://doi.org/10.7176/JESD/12-11-04
- Ranciere, R., Tornell, A., Westermann, F. (2008). Systemic crises and growth. Quarterly Journal of Economics, 123(1), 359-406.
- Ranis, G., Ramirez, A., Stewart, F. (2000). Economic growth and human development. Center Discussion Paper No. 787, Yale University Economic Growth Center.
- Ridwan, M., Bala, S., Abdulla Al Shiam, S., Akhter, A., Mahdi Hasan, M., Asrafuzzaman, M., Abir, S. I., Shoha, S., Bibi, R. (2024). Leveraging AI for promoting sustainable environments in G-7: The impact of financial development and digital economy via MMQR approach Global Sustainability Research, 3(3), 27–53. https://doi.org/10.56556/gssr.v3i3.971
- Rioja, F., Valev, N. (2004). Finance and the sources of growth at various stages of economic development. Economic Inquiry, 42(1), 127-140. https://doi.org/10.1093/ei/cbh049
- Robinson, J. (1952). The rate of interest and other essays. Macmillan.
- Ruiz, Y., Aguirre, N., Ponce., P. Alvarez-Garcia, J. (2025). Differential impact of natural resource revenues on global public debt: A quantile regression approach. Resources Policy, 100, 105448, 1-13. https://doi.org/10.1016/j.resourpol.2024.105448
- Salim, A. S., Keong, O. C., Bindabel, W. A., Mirzaliev, S. (2025). Enhancing resource efficiency in BRICS through fintech: A multi-dimensional analysis of green growth and socio-economic impacts. International Journal of Energy Economics and Policy, 2025, 15(3), 276-289. https://doi.org/10.32479/ijeep.17668
- Samargandi, N., Fidrmuc, J., Ghosh, S. (2015). Is the relationship between financial development and economic growth monotonic? World Development, 68, 66-81. https://doi.org/10.1016/j.worlddev.2014.11.010
- Schumpeter, J. A. (1911). The theory of economic development: An inquiry into profits, capital, credit, interest, and the business cycle. Harvard University Press.
- Shahnazi, R., Jamshidi, N. Shafiei, M. (2025). Investigating the effects of crony capitalism on energy intensity through the PQARDL approach. Journal of Cleaner Production, 509, 145598, 1-13. https://doi.org/10.1016/j.jclepro.2025.145598
- Shane, S., Venkataraman, S. (2000). The promise of entrepreneurship as a field of research. Academy of Management Review, 25(1), 217-226.
- Sharma, P., Kumar, S. (2018). Financial development and economic growth in India: An empirical analysis. Journal of Financial Economic Policy, 10(1), 142-154. https://doi.org/10.1108/JFEP-09-2016-0063
- Shevchuk, V., Kubatko, O., Rozhko, O. (2021). Democracy, rule of law, and economic growth: Evidence from post-communist countries. Post-Communist Economies, 33(5), 567-586. https://doi.org/10.1080/14631377.2020.1823894
- Taqi, M., Ali, M. S., Parveen, S., Babar, M., Khan, I. M. (2021). An analysis of human development index and economic growth: A case study of Pakistan. iRASD Journal of Economics, 3(3), 261-271. https://doi.org/10.52131/joe.2021.0303.0042
- UNDP (2019). Human Development Report 2019: Beyond income, beyond averages, beyond today – Inequalities in human development in the 21st century. United Nations Development Programme. https://hdr.undp.org/content/human-development-report-2019.
- van Hek, S., Can, M., Brusselaers, J. (2024). The impact of non-green trade openness on environmental degradation in newly industrialized countries. Ekonomikalia Journal of Economics, 2(2), 66-81. https://doi.org/10.60084/eje.v2i2.148
- Wang, B., Khalid, S., Mahmood, H. (2024). R&D Spending and economic policy uncertainty in Asian countries: an advanced panel data estimation study. Journal of the Knowledge Economy, 15, 4710-4729. https://doi.org/10.1007/s13132-023-01285-x
- Wei, H., Yue, G., Khan, N. U. (2024). Uncovering the impact of fintech, natural resources, green finance and green growth on environment sustainability in BRICS: An MMQR analysis. Resources Policy, 89, 104515. https://doi.org/10.1016/j.resourpol.2023.104515
- Wen, J., Mahmood, H., Khalid, S., Zakaria, M. (2022). The impact of financial development on economic indicators: a dynamic panel data analysis. Economic Research-Ekonomska Istraživanja, 35(1), 2930-2942.
- Zhang, B., Wang, Y., Liu, M., Mehmood, U. (2025). How environmental patents, education, and energy transition impact greenhouse gases: evidence from E7 countries. Frontiers in Environmental Science, 12,1514728. https://doi.org/10.3389/fenvs.2024.1514728