UNVEILING THE EFFECT OF DIGITAL FINANCIAL INCLUSION ON ENVIRONMENTAL DEGRADATION IN ASIAN ECONOMIES UNDER LCC HYPOTHESIS
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Abstract
Purpose: Digital financial inclusion (DFI) is a vital element for a country's growth and progress. Access to digital financial services not only enhances individuals' capacity to contribute to economic activities, but it also has the likely to contribute to environmental degradation. The main aim of this study is to scrutinise the role of DFI in environmental degradation in selected Asian nations within the framework of the LCC hypothesis.
Design/Methodology: The research study used annual secondary data collected from various sources, including the WDI website from 2017–2023. The dependent variable is environmental degradation, which is proxied by consumer-based carbon dioxide emissions. Likewise, for the independent variable, DFI, the study used the availability dimension (automated teller machines (ATMs) per 100,000 adults) and usage dimensions (number of depositors with financial institutions per 1000 adults and number of mobile money transactions per 1,000 adults), respectively. The study applied panel quantile regression along with some pre-requisite diagnostic tests.
Findings: The findings of the study showed that there is a significant relationship between DFI and environmental degradation. Likewise, the study also confirms the presence of the Load Capacity Curve (LCC) hypothesis for selected Asian economies.
Implications: The study holds significant implications for countries, encouraging them to enhance their inclusive energy efficiency, boost economic activity, and devise strategies to mitigate environmental degradation. Therefore, it is suggested that countries may use advanced technologies in order to improve environmental practices, which will later in the long run help them to mitigate GHG emissions and increases environmental sustainability.
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References
Ali, K., Jianguo, D., & Kirikkaleli, D. (2022). Modeling the natural resources and financial inclusion on ecological footprint: The role of economic governance institutions. Evidence from ECOWAS economies. Resources Policy, 79, 103115. https://doi.org/10.1016/j. resourpol.2022.103115. DOI: https://doi.org/10.1016/j.resourpol.2022.103115
Altıntaş, N., Açıkgöz, F., & Yeniyurt, M. (2023). Investigating the LCC hypothesis in the middle East, North Africa, and Turkey (Menat): evidence from second-generation panel techniques. Environment, Development and Sustainability, 1-20. https://doi.org/10.1007/s10668-023-04216-7. DOI: https://doi.org/10.1007/s10668-023-04216-7
Baulch, B., Do, T. D., & Le, T. H. (2018). Constraints to the uptake of solar home systems in Ho Chi Minh City and some proposals for improvement. Renewable energy, 118, 245-256. http://dx.doi.org/10.1016/j.renene.2017.10.106. DOI: https://doi.org/10.1016/j.renene.2017.10.106
Bekun, F. V., Alola, A. A., Gyamfi, B. A., & Yaw, S. S. (2021). The relevance of EKC hypothesis in energy intensity real-output trade-off for sustainable environment in EU-27. Environmental Science and Pollution Research, 28(37), 51137-51148. https://doi.org/10.1007/s11356-021-14251-4 DOI: https://doi.org/10.1007/s11356-021-14251-4
Deng, S., Tiwari, S., Khan, S., Hossain, M. R., & Chen, R. (2024). Investigating the load capacity curve (LCC) hypothesis in leading emitter economies: Role of clean energy and energy security for sustainable development. Gondwana Research, 128, 283-297. DOI: https://doi.org/10.1016/j.gr.2023.10.020
Du, Q., Wu, N., Zhang, F., Lei, Y., & Saeed, A. (2022). Impact of financial inclusion and human capital on environmental quality: evidence from emerging economies. Environmental Science and Pollution Research, 29(22), 33033-33045. DOI: https://doi.org/10.1007/s11356-021-17945-x
Erdoğan, E., Serin Oktay, D., Manga, M., Bal, H., & Algan, N. (2024). Examining the effects of renewable energy and economic growth on carbon emission in Canada: evidence from the nonlinear ARDL approaches. Evaluation Review, 48(1), 63-89. DOI: https://doi.org/10.1177/0193841X231166973
Erdogan, S. (2024). On the impact of natural resources on environmental sustainability in African countries: a comparative approach based on the EKC and LCC hypotheses. Resources Policy, 88, 104492. DOI: https://doi.org/10.1016/j.resourpol.2023.104492
Fareed, Z., Rehman, M. A., Adebayo, T. S., Wang, Y., Ahmad, M., & Shahzad, F. (2022). Financial inclusion and the environmental deterioration in Eurozone: the moderating role of innovation activity. Technology in Society, 69, 101961. DOI: https://doi.org/10.1016/j.techsoc.2022.101961
Frankel, J. A., & Romer, D. (2017). Does trade cause growth?. In Global trade (pp. 255-276). Routledge. DOI: https://doi.org/10.4324/9781315254166-11
Jiang, C., & Ma, X. (2019). The impact of financial development on carbon emissions: a global perspective. Sustainability, 11(19), 5241. https://doi.org/10.3390/su11195241. DOI: https://doi.org/10.3390/su11195241
Jin, C., Razzaq, A., Saleem, F., & Sinha, A. (2022). Asymmetric effects of eco-innovation and human capital development in realizing environmental sustainability in China: evidence from quantile ARDL framework. Economic research-Ekonomska istraživanja, 35(1), 4947-4970. DOI: https://doi.org/10.1080/1331677X.2021.2019598
Jinqiao, L., Maneengam, A., Saleem, F., & Mukarram, S. S. (2022). Investigating the role of financial development and technology innovation in climate change: evidence from emerging seven countries. Economic research-Ekonomska istraživanja, 35(1), 3940-3960. DOI: https://doi.org/10.1080/1331677X.2021.2007152
Khan, K., Luo, T., Ullah, S., Rasheed, H. M. W., & Li, P. H. (2023). Does digital financial inclusion affect CO2 emissions? Evidence from 76 emerging markets and developing economies (EMDEs). Journal of Cleaner Production, 420, 138313. DOI: https://doi.org/10.1016/j.jclepro.2023.138313
Khan, M. K., Khan, M. I., & Rehan, M. (2020). The relationship between energy consumption, economic growth and carbon dioxide emissions in Pakistan. Financial Innovation, 6, 1-13. DOI: https://doi.org/10.1186/s40854-019-0162-0
Koenker, R. (2004). Quantile regression for longitudinal data. Journal of Multivariate Analysis, 91 (1), 74–89.https://doi.org/10.1016/j.jmva.2004.05.006 DOI: https://doi.org/10.1016/j.jmva.2004.05.006
Koenker, R., & Bassett Jr, G. (1978). Regression quantiles. Econometrica: journal of the Econometric Society, 33-50. DOI: https://doi.org/10.2307/1913643
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
Li, B., & Haneklaus, N. (2021). The role of renewable energy, fossil fuel consumption, urbanization and economic growth on CO2 emissions in China. Energy Reports, 7, 783-791. DOI: https://doi.org/10.1016/j.egyr.2021.09.194
Liu, H., Wong, W. K., Cong, P. T., Nassani, A. A., Haffar, M., & Abu-Rumman, A. (2023). Linkage among Urbanization, energy Consumption, economic growth and carbon Emissions. Panel data analysis for China using ARDL model. Fuel, 332, 126122. DOI: https://doi.org/10.1016/j.fuel.2022.126122
Liu, N., Hong, C., & Sohail, M. T. (2022). Does financial inclusion and education limit CO2 emissions in China? A new perspective. Environmental Science and Pollution Research, 1-8. DOI: https://doi.org/10.1007/s11356-021-17032-1
Mehmood, U. (2022). 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. DOI: https://doi.org/10.1007/s11356-021-16898-5
Neyman, J., & Scott, E. L. (1948). Consistent estimates based on partially consistent observations. Econometrica: Journal of the Econometric Society, 1-32. DOI: https://doi.org/10.2307/1914288
Oanh, T. T. K. (2024). Digital financial inclusion in the context of financial development: environmental destruction or the driving force for technological advancement. Borsa Istanbul Review, 24(2), 292-303. DOI: https://doi.org/10.1016/j.bir.2024.01.003
Osobajo, O. A., Otitoju, A., Otitoju, M. A., & Oke, A. (2020). The impact of energy consumption and economic growth on carbon dioxide emissions. Sustainability, 12(19), 7965. DOI: https://doi.org/10.3390/su12197965
Pata, U. K., Dam, M. M., & Kaya, F. (2023). How effective are renewable energy, tourism, trade openness, and foreign direct investment on CO2 emissions? An EKC analysis for ASEAN countries. Environmental Science and Pollution Research, 30(6), 14821-14837. DOI: https://doi.org/10.1007/s11356-022-23160-z
Pata, U. K., Madureira, L., & Fareed, Z. (2024). Investigating the LCC hypothesis for Portugal: the role of renewable energy and energy related R&D technologies. International Journal of Environmental Science and Technology, 1-10. DOI: https://doi.org/10.1007/s13762-024-05629-1
Patel, G., Pal, S., & Sahu, A. K. (2024). Does energy transition reduce carbon inequality? A global analysis. Environmental Science and Pollution Research, 31(23), 34689-34708. https://doi.org/10.1007/s11356-024-33542-0. DOI: https://doi.org/10.1007/s11356-024-33542-0
Qing, L., Li, P., & Mehmood, U. (2024). Uncovering the potential impacts of financial inclusion and human development on ecological sustainability in the presence of natural resources and government stability: Evidence from G-20 nations. Resources Policy, 88, 104446. DOI: https://doi.org/10.1016/j.resourpol.2023.104446
Ramesh., Hegde, P., & Guruprasad, L. S. (2024). Nexus between digital financial inclusion and economic growth: a panel data investigation of Asian economies. Journal of Economic and Administrative Sciences. https://doi.org/10.1108/JEAS-09-2023-0253. DOI: https://doi.org/10.1108/JEAS-09-2023-0253
Rode, A., Carleton, T., Delgado, M., Greenstone, M., Houser, T., Hsiang, S., ... & Yuan, J. (2021). Estimating a social cost of carbon for global energy consumption. Nature, 598(7880), 308-314. https:// doi.org/10.1038/s41586-021-03883-8. DOI: https://doi.org/10.1038/s41586-021-03883-8
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. DOI: 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. DOI: https://doi.org/10.1016/j.eneco.2022.105847
Shahzad, U., Tiwari, S., Mohammed, K. S., & Zenchenko, S. (2024). Asymmetric nexus between renewable energy, economic progress, and ecological issues: Testing the LCC hypothesis in the context of sustainability perspective. Gondwana Research, 129, 465-475. DOI: https://doi.org/10.1016/j.gr.2023.07.008
Shen, Y., Hu, W., & Hueng, C. J. (2021). Digital financial inclusion and economic growth: a cross-country study. Procedia computer science, 187, 218-223. https://doi.org/10.1016/j.procs.2021.04.054. DOI: https://doi.org/10.1016/j.procs.2021.04.054
Ulussever, T., Kartal, M. T., & Pata, U. K. (2024). Environmental role of technology, income, globalization, and political stability: Testing the LCC hypothesis for the GCC countries. Journal of Cleaner Production, 451, 142056. DOI: https://doi.org/10.1016/j.jclepro.2024.142056
Usman, O., Ozkan, O., Adeshola, I., & Eweade, B. S. (2024). Analysing the nexus between clean energy expansion, natural resource extraction, and load capacity factor in China: a step towards achieving COP27 targets. Environment, Development and Sustainability, 1-22. DOI: https://doi.org/10.1007/s10668-023-04399-z
Wang, L., Ye, F., Lin, J., & Bibi, N. (2024). Exploring the impact of climate technology, financial inclusion and renewable energy on ecological footprint: Evidence from top polluted economies. Plos one, 19(4), e0302034. DOI: https://doi.org/10.1371/journal.pone.0302034
Wang, X., Wang, X., Ren, X., & Wen, F. (2022). Can digital financial inclusion affect CO2 emissions of China at the prefecture level? Evidence from a spatial econometric approach. Energy Economics, 109, 105966. DOI: https://doi.org/10.1016/j.eneco.2022.105966
Wei, Z., & Lihua, H. (2023). Effects of tourism and eco-innovation on environmental quality in selected ASEAN countries. Environmental Science and Pollution Research, 30(15), 42889-42903. DOI: https://doi.org/10.1007/s11356-021-17541-z
Zaidi, S. A. H., Hussain, M., & Zaman, Q. U. (2021). Dynamic linkages between financial inclusion and carbon emissions: evidence from selected OECD countries. Resources, Environment and Sustainability, 4, 100022. DOI: https://doi.org/10.1016/j.resenv.2021.100022
Zhang, W., Bakhsh, S., Ali, K., & Anas, M. (2024). Fostering environmental sustainability: An analysis of green investment and digital financial inclusion in China using quantile-on-quantile regression and wavelet coherence approach. Gondwana Research, 128, 69-85. DOI: https://doi.org/10.1016/j.gr.2023.10.014
Zheng, S., Sheng, B., Ghafoor, A., Ashraf, A. A., & Qamri, G. M. (2023). Investigating the environmental externalities of digital financial inclusion and the COVID-19 pandemic: an environmental sustainability perspective. Environmental Science and Pollution Research, 30(33), 80758-80767. DOI: https://doi.org/10.1007/s11356-023-27433-z
Zheng, Y., Zhou, M., Wen, F. (2021). Asymmetric effects of oil shocks on carbon allowance price: evidence from China. Energy Econ. 97, 105183. DOI: https://doi.org/10.1016/j.eneco.2021.105183