Unlocking Environmental Sustainability through Financial Inclusion: Evidence from Developing Economies

Authors

  • Maryam Shehzadi MS Scholar, Department of Business Administration, Rawalpindi Women University (RWU), Punjab, Pakistan.
  • Rizwana Hayat Assistant Chief Manager, State Bank of Pakistan.
  • Ammara Mubashar Assistant Professor, Business Administration Department, Fatima Jinnah Women University, Rawalpindi, Punjab, Pakistan.
  • Shoaib Ghulam Lecturer, Faculty of Management Sciences, NUML, Rawalpindi Campus, Punjab, Pakistan.
  • Shahzad Hussain Assistant Professor, Department of Business Administration, Rawalpindi Women University (RWU), Punjab, Pakistan.

DOI:

https://doi.org/10.62843/jrsr/2025.4a079

Keywords:

Financial Inclusion, Technology Innovation, Greenhouse Gas Emission, Principal Component Analysis, Developing Countries

Abstract

This study examines the correlation among financial inclusion, technological innovation, and greenhouse gas emissions in developing nations. The analysis utilizes a sample of 50 developing countries spanning the years 2004 to 2020 to identify trends. Principal component analysis is utilized to develop composite indicators for financial inclusion and technological innovation, derived from normalized variables. This study investigates the effects of financial inclusion and technological innovation on greenhouse gas emissions by employing the Driskoll-Kraay standard errors and Feasible Generalized Least Squares methodologies. The estimation results reveal that both financial inclusion and technological innovation are associated with higher GHG emissions when considered separately. However, in terms of moderation, an increase in technological innovation significantly reduces greenhouse gas emissions while simultaneously enhancing financial inclusion. Countries characterized by inclusive financial systems and advanced technologies are likely to exhibit reduced carbon footprints, as a result of more efficient resource allocation and the implementation of cleaner technologies. Policymakers are encouraged to formulate strategies that foster an inclusive financial framework and ensure fair access to technological innovations, with the aim of reducing greenhouse gas emissions.

References

Abdul KARIM, Z., Nizam, R., Law, S. H., & Hassan, M. K. (2022). Does Financial Inclusiveness Affect Economic Growth? New Evidence Using a Dynamic Panel Threshold Regression. Finance Research Letters, 46, 102364. https://doi.org/10.1016/j.frl.2021.102364

AHMAD, M., Ahmed, Z., Bai, Y., Qiao, G., Popp, J., & Oláh, J. (2022). Financial inclusion, technological innovations, and environmental quality: Analyzing the role of green openness. Frontiers in Environmental Science, 10. https://doi.org/10.3389/fenvs.2022.851263

AHMAD, S., Khan, D., & Magda, R. (2022). Assessing the influence of financial inclusion on environmental degradation in the ASEAN region through the panel PMG-ARDL approach. Sustainability, 14(12), 7058. https://doi.org/10.3390/su14127058

Ali, K., Jianguo, D., Kirikkaleli, D., Bács, Z., & Oláh, J. (2023). Technological innovation, natural resources, financial inclusion, and environmental degradation in BRI economies. Natural Resource Modeling, 36(3). https://doi.org/10.1111/nrm.12373

Anu, Singh, A. K., Raza, S. A., Nakonieczny, J., & Shahzad, U. (2023). Role of financial inclusion, green innovation, and energy efficiency for environmental performance? Evidence from developed and emerging economies in the lens of sustainable development. Structural Change and Economic Dynamics, 64, 213-224. https://doi.org/10.1016/j.strueco.2022.12.008

Chen, Y., & Lee, C.-C. (2020). Does technological innovation reduce CO2 emissions? Cross-country evidence. Journal of Cleaner Production, 263, 121550. https://doi.org/10.1016/j.jclepro.2020.121550

Cheng, Y., & Yao, X. (2021). Carbon intensity reduction assessment of renewable energy technology innovation in China: A panel data model with cross-section dependence and slope heterogeneity. Renewable and Sustainable Energy Reviews, 135, 110157. https://doi.org/10.1016/j.rser.2020.110157

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

Driscoll, J. C., & Kraay, A. C. (1998). Consistent covariance matrix estimation with spatially dependent panel data. Review of Economics and Statistics, 80(4), 549-560. https://doi.org/10.1162/003465398557825

Du, K., Li, P., & Yan, Z. (2019). Do green technology innovations contribute to carbon dioxide emission reduction? Empirical evidence from patent data. Technological Forecasting and Social Change, 146, 297-303. https://doi.org/10.1016/j.techfore.2019.06.010

Fareed, Z., Rehman, M. A., Adebayo, T. S., Wang, Y., Ahmad, M., & Shahzad, F. (2022). Financial inclusion and the environmental deterioration in the Eurozone: The moderating role of innovation activity. Technology in Society, 69, 101961. https://doi.org/10.1016/j.techsoc.2022.101961

Ganda, F. (2019). The impact of innovation and technology investments on carbon emissions in selected organisations for economic Co-operation and development countries. Journal of Cleaner Production, 217, 469-483. https://doi.org/10.1016/j.jclepro.2019.01.235

Group, W. B., & China, P. s. B. o. (2018). Toward universal financial inclusion in China: Models, challenges, and global lessons. In: World Bank.

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. https://doi.org/10.1108/apjba-10-2023-0497

Hunjra, A. I., Azam, M., Bruna, M. G., & Taskin, D. (2022). Role of financial development for sustainable economic development in low middle-income countries. Finance Research Letters, 47, 102793. https://doi.org/10.1016/j.frl.2022.102793

Hussain, S., Ahmad, T., Ullah, S., Rehman, A. U., & Shahzad, S. J. (2023). Financial inclusion and carbon emissions in Asia: Implications for environmental sustainability. Economic and Political Studies, 12(1), 88-104. https://doi.org/10.1080/20954816.2023.2273003

Hussain, S., Akbar, M., Gul, R., Shahzad, S. J., & Naifar, N. (2023). Relationship between financial inclusion and carbon emissions: International evidence. Heliyon, 9(6), e16472. https://doi.org/10.1016/j.heliyon.2023.e16472

Hussain, S., Gul, R., & Ullah, S. (2023). Role of financial inclusion and ICT for sustainable economic development in developing countries. Technological Forecasting and Social Change, 194, 122725. https://doi.org/10.1016/j.techfore.2023.122725

Hussain, S., Gul, R., Ullah, S., Waheed, A., & Naeem, M. (2023). Empirical nexus between financial inclusion and carbon emissions: Evidence from heterogeneous financial economies and regions. Heliyon, 9(3), e13164. https://doi.org/10.1016/j.heliyon.2023.e13164

Ibrahim, R. L., Adebayo, T. S., Awosusi, A. A., Ajide, K. B., Adewuyi, A. O., & Bolarinwa, F. O. (2022). Investigating the asymmetric effects of renewable energy-carbon neutrality nexus: Can technological innovation, trade openness, and transport services deliver the target for Germany? Energy & Environment, 35(1), 185-206. https://doi.org/10.1177/0958305x221127020

Khan, K., Luo, T., Ullah, S., Rasheed, H. M., & Li, P. (2023). Does digital financial inclusion affect CO2 emissions? Evidence from 76 emerging markets and developing economies (EMDE's). Journal of Cleaner Production, 420, 138313. https://doi.org/10.1016/j.jclepro.2023.138313

Kwakwa, P. A. (2020). The long-run effects of energy use, urbanization, and financial development on carbon dioxide emissions. International Journal of Energy Sector Management, 14(6), 1405-1424. https://doi.org/10.1108/ijesm-01-2020-0013

Le, T.-H., Chuc, A. T., & Taghizadeh-Hesary, F. (2019). Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia. Borsa Istanbul Review, 19(4), 310-322. https://doi.org/10.1016/j.bir.2019.07.002

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

Lee, C.-C., Wang, F., & Lou, R. (2022). Digital financial inclusion and carbon neutrality: Evidence from non-linear analysis. Resources Policy, 79, 102974. https://doi.org/10.1016/j.resourpol.2022.102974

Liu, N., Hong, C., & Sohail, M. T. (2021). Does financial inclusion and education limit CO2 emissions in China? A new perspective. Environmental Science and Pollution Research, 29(13), 18452-18459. https://doi.org/10.1007/s11356-021-17032-1

Ma, Q., Han, X., Badeeb, R. A., & Khan, Z. (2022). On the sustainable trade development: Do financial inclusion and eco‐innovation matter? Evidence from method of moments quantile regression. Sustainable Development, 30(5), 1044-1055. https://doi.org/10.1002/sd.2298

Mehmood, U. (2021). Examining the role of financial inclusion towards CO2 emissions: Presenting the role of renewable energy and globalization in the context of EKC. Environmental Science and Pollution Research, 29(11), 15946-15954. https://doi.org/10.1007/s11356-021-16898-5

Meirun, T., Mihardjo, L. W. W., Haseeb, M., Khan, S. A. R., & Jermsittiparsert, K. (2021). The dynamics effect of green technology innovation on economic growth and CO2 emission in Singapore: new evidence from bootstrap ARDL approach. Environmental Science and Pollution Research, 28(4), 4184-4194. https://doi.org/10.1007/s11356-020-10760-w

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, 173, 113069. https://doi.org/10.1016/j.rser.2022.113069

Nchofoung, T. N., & Asongu, S. A. (2022). ICT for sustainable development: Global comparative evidence of globalisation thresholds. Telecommunications Policy, 46(5), 102296. https://doi.org/10.1016/j.telpol.2021.102296

Ololade, Y. J. (2024). Conceptualizing fintech innovations and Financial Inclusion: Comparative Analysis of African and u.S. Initiatives. Finance & Accounting Research Journal, 6(4), 546–555. https://doi.org/10.51594/farj.v6i4.1012

Rehman, A. U., Malik, A. H., Md Isa, A. H. b., & Jais, M. b. (2023). Dynamic impact of financial inclusion and industrialization on environmental sustainability. Social Responsibility Journal, 19(5), 906-929. https://doi.org/10.1108/SRJ-07-2021-0275

Rehman, A. U., Malik, A. H., Md Isa, A. H., & Jais, M. B. (2022). Dynamic impact of financial inclusion and industrialization on environmental sustainability. Social Responsibility Journal, 19(5), 906-929. https://doi.org/10.1108/srj-07-2021-0275

Ren, X., Cheng, C., Wang, Z., & Yan, C. (2020). Spillover and dynamic effects of energy transition and economic growth on carbon dioxide emissions for the European Union: A dynamic spatial panel model. Sustainable Development, 29(1), 228-242. https://doi.org/10.1002/sd.2144

Renzhi, N., & Baek, Y. J. (2020). Can financial inclusion be an effective mitigation measure? evidence from panel data analysis of the environmental Kuznets curve. Finance Research Letters, 37, 101725. https://doi.org/10.1016/j.frl.2020.101725

Salim, F. (2020). Analysis of the role of financial technology insupporting the financial inclusion program. In Proceedings of the International Conference on Industrial Engineering and Operations Management (Vol. 59, pp. 3182-3185).

Saqib, N., Ozturk, I., & Usman, M. (2023). Investigating the implications of technological innovations, financial inclusion, and renewable energy in diminishing ecological footprints levels in emerging economies. Geoscience Frontiers, 14(6), 101667. https://doi.org/10.1016/j.gsf.2023.101667

Shabir, M. (2024). Does financial inclusion promote environmental sustainability: Analyzing the role of technological innovation and economic globalization. Journal of the Knowledge Economy, 15(1), 19–46. https://doi.org/10.1007/s13132-022-01035-5

Shahbaz, M., Li, J., Dong, X., & Dong, K. (2022). How financial inclusion affects the collaborative reduction of pollutant and carbon emissions: The case of China. Energy Economics, 107(105847), 105847. https://doi.org/10.1016/j.eneco.2022.105847

Shan, S., Genç, S. Y., Kamran, H. W., & Dinca, G. (2021). Role of green technology innovation and renewable energy in carbon neutrality: A sustainable investigation from Turkey. Journal of Environmental Management, 294, 113004. https://doi.org/10.1016/j.jenvman.2021.113004

Sharif, A., Mehmood, U., Tariq, S., & Haq, Z. U. (2023). The role of financial inclusion and globalization toward a sustainable economy in ASEAN countries: Evidence from advance panel estimations. Environment, Development and Sustainability, 26(4), 10243-10260. https://doi.org/10.1007/s10668-023-03145-9

Siddalingeshwara, S. J. E. A. T., & Practice. (2024). Effect Of Financial Technology On Financial Inclusion. Educational Administration: Theory and Practice, 30(4), 7222-7226. https://kuey.net/index.php/kuey/article/view/2540

Tanveer, A., Song, H., Faheem, M., Daud, A., & Safdar, N. (2024). Navigating the asymmetric influence of financial inclusion on environmental sustainability: Dynamic role of energy consumption and human capital. Energy & Environment, 35(6), 3087–3115. https://doi.org/10.1177/0958305x231159439

Tian, Y., & Li, L. (2022). Retracted article: Impact of financial inclusion and globalization on environmental quality: evidence from G20 economies. Environmental Science and Pollution Research, 29(40), 61265-61276. https://doi.org/10.1007/s11356-022-19618-9

Wang, H., & Guo, J. (2022). Impacts of digital inclusive finance on CO2 emissions from a spatial perspective: Evidence from 272 cities in China. Journal of Cleaner Production, 355, 131618. https://doi.org/10.1016/j.jclepro.2022.131618

Weili, L., Khan, H., khan, I., & Han, L. (2022). The impact of information and communication technology, financial development, and energy consumption on carbon dioxide emission: evidence from the Belt and Road countries. Environmental Science and Pollution Research, 29(19), 27703-27718. https://doi.org/10.1007/s11356-021-18448-5

Yang, A., Yang, M., Zhang, F., Kassim, A. A. M., & Wang, P. (2024). Has Digital Financial Inclusion Curbed Carbon Emissions Intensity? Considering Technological Innovation and Green Consumption in China. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-024-01902-3

Yang, Z., Yu, L., Liu, Y., Yin, Z., & Xiao, Z. (2022). Financial inclusion and carbon reduction: Evidence from Chinese counties. Frontiers in Environmental Science, 9. https://doi.org/10.3389/fenvs.2021.793221

Yin, L., & Yang, Y. (2024). How does digital finance influence corporate greenwashing behavior? International Review of Economics & Finance, 93, 359-373. https://doi.org/10.1016/j.iref.2024.05.014

Zaidi, S. A. H., Hussain, M., & Uz Zaman, Q. (2021). Dynamic linkages between financial inclusion and carbon emissions: Evidence from selected OECD countries. Resources, Environment and Sustainability, 4, 100022. https://doi.org/10.1016/j.resenv.2021.100022

Zhang, X., Sun, H., & Wang, T. (2022). Impact of financial inclusion on the efficiency of carbon emissions: Evidence from 30 provinces in China. Energies, 15(19), 7316. https://doi.org/10.3390/en15197316

Zhao, J., Jiang, Q., Dong, X., & Dong, K. (2021). Assessing energy poverty and its effect on CO2 emissions: The case of China. Energy Economics, 97, 105191. https://doi.org/10.1016/j.eneco.2021.105191

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Published

2025-03-30

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How to Cite

Shehzadi, M., Hayat, R., Mubashar, A., Ghulam, S., & Hussain, S. (2025). Unlocking Environmental Sustainability through Financial Inclusion: Evidence from Developing Economies. Journal of Regional Studies Review, 4(1), 332-346. https://doi.org/10.62843/jrsr/2025.4a079

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