Sustainable development challenges in Indonesia: A macroeconomics approach to finance, energy, and environment

Authors

  • Muhammad Firmansyah Universitas Muhammadiyah Malang
  • Immanuel Mu’ammal Universitas Muhammadiyah Malang
  • Stanislaw Flejterski WSB Merito University, Polandia
  • Jose Antonio Lopez Castro University of Cordoba

DOI:

https://doi.org/10.12928/optimum.v16i1.14765

Keywords:

Electrical Energy Consumption, Environmental Degradation, Foreign Direct Invesment, Economic Growth, Path Analysis

Abstract

This study aims to examine the relationships among credit dynamics, foreign direct investment, energy, economic growth, and environmental degradation in Indonesia from 1990 to 2024. Using a quantitative path analysis, this study examines the direct and indirect effects of working capital credit, consumer credit, foreign direct investment (FDI), and electricity consumption on environmental degradation via economic growth. The results reveal that all variables have a positive and significant effect on economic growth, with electricity consumption (β = 0.361; p < 0.007) being the primary contributor. Economic growth and electricity consumption also significantly increase environmental degradation, supporting the Environmental Kuznets Curve (EKC) hypothesis in Indonesia. Moreover, the analysis of indirect effects shows that economic growth mediates the relationships among credit distribution, FDI, and environmental degradation. This research is important because it examines sustainable development in Indonesia, where economic growth driven by the financial sector, FDI, and electricity consumption could increase carbon emissions and environmental degradation. These findings are relevant because they provide empirical evidence on the impact of financial and energy activities on environmental quality, both directly and through economic growth, in line with Indonesia's commitment to the SDGs and the green economy transition.

References

Abbass, K., Qasim, M. Z., Song, H., Murshed, M., Mahmood, H., & Younis, I. (2022). A review of the global climate change impacts, adaptation, and sustainable mitigation measures. Environmental Science and Pollution Research, 29(28), 42539-42559. https://doi.org/10.1007/s11356-022-19718-6

Adebayo, T. S., Akinsola, G. D., Odugbesan, J. A., & Olanrewaju, V. O. (2021). Determinants of environmental degradation in Thailand: Empirical evidence from ARDL and wavelet coherence approaches. Pollution, 7(1), 181-196.

Ahmed, Z., Wang, Z., & Ali, S. (2019). Investigating the non-linear relationship between urbanization and CO2 emissions: An empirical analysis. Air Quality, Atmosphere and Health, 12(8), 945-953. https://doi.org/10.1007/s11869-019-00711-x

Alvarado, R., Ponce, P., Criollo, A., Córdova, K., & Khan, M. K. (2018). Environmental degradation and real per capita output: New evidence at the global level grouping countries by income levels. Journal of Cleaner Production, 189, 13-20. https://doi.org/10.1016/j.jclepro.2018.04.064

Ananzeh, I. E. N. (2016). Relationship between bank credit and economic growth: Evidence from Jordan. International Journal of Financial Research, 7(2). 53-63. https://doi.org/10.5430/ijfr.v7n2p53

Awan, A., Abbasi, K. R., Rej, S., Bandyopadhyay, A., & Lv, K. (2022). The impact of renewable energy, internet use and foreign direct investment on carbon dioxide emissions: A method of moments quantile analysis. Renewable Energy, 189, 454-466. https://doi.org/10.1016/j.renene.2022.03.017

Bakpa, E. K., & Yeboah, J. A. (2024). The role of foreign direct investment on Ghana's economic growth: A Durbin Watson analysis. African Journal of Economics and Sustainable Development, 7(2), 197-208. https://doi.org/10.52589/AJESD-BQ9GAPYA

Belaïd, F., & Zrelli, M. H. (2019). Renewable and non-renewable electricity consumption, environmental degradation and economic development: Evidence from Mediterranean countries. Energy Policy, 133. https://doi.org/10.1016/j.enpol.2019.110929

Bui, D. T. (2020). Transmission channels between financial development and CO2 emissions: A global perspective. Heliyon, 6(11), 1-9. https://doi.org/10.1016/j.heliyon.2020.e05509

C. Chen, Y. Zhang, Y. Bai, & W. Li. (2021). The impact of green credit on economic growth-the mediating effect of environment on labor supply. PloS One, 16(9). https://doi.org/10.1371/journal.pone.0257612

Chaudhury, S., Nanda, N., & Tyagi, B. (2020). Impact of FDI on economic growth in South Asia: Does nature of FDI matters? Review of Market Integration, 12(1-2), 51-69. https://doi.org/10.1177/0974929220969679

Cheng, C., Ren, X., Wang, Z., & Yan, C. (2019). Heterogeneous impacts of renewable energy and environmental patents on CO 2 emission - Evidence from the BRIICS. Science of the Total Environment, 668, 1328-1338. https://doi.org/10.1016/j.scitotenv.2019.02.063

Dhrifi, A., Jaziri, R., & Alnahdi, S. (2020). Does foreign direct investment and environmental degradation matter for poverty? Evidence from developing countries. Structural Change and Economic Dynamics, 52, 13-21. https://doi.org/10.1016/j.strueco.2019.09.008

Ditta, A., Hashmi, M. S., Anis, A., & Maqbool, M. S. (2023). The impact of labor, capital, energy and income growth on environmental degradation in selected developed countries. Pakistan Journal of Humanities and Social Sciences, 11(1), 440-449. https://doi.org/10.52131/pjhss.2023.1101.0363

Djanggo, R. T. P. M., Tamberan, Y. W., Tawakal, M. A., Risamasu, P. I. M., Nahumury, M. A. I., & Kadir, A. R. (2020). Development of infrastructure related with community welfare. IOP Conference Series: Earth and Environmental Science, 473(1). https://doi.org/10.1088/1755-1315/473/1/012080

Elatroush, I. (2025). Does financial development influence environmental quality? Evidence from emerging and developing countries. Environment, Development and Sustainability. https://doi.org/10.1007/s10668-024-05873-y

Fan, S., Zhao, Y., & Zuo, S. (2025). Financial development and energy transition: A literature review. Energies, 18(15), 4166. https://doi.org/10.3390/en18154166

Firmansyah, M. (2024). Analysis of the effect of credit and financial technology on economic growth in ASEAN-5. Jurnal Riset Ilmu Ekonomi, 4(2), 75-85. https://doi.org/10.23969/jrie.v4i2.120

Gozgor, G., Lau, C. K. M., & Lu, Z. (2018). Energy consumption and economic growth: New evidence from the OECD countries. Energy, 153, 27-34. https://doi.org/10.1016/j.energy.2018.03.158

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), 72-91. https://doi.org/10.2478/jeb-2019-0006

Horobet, A., Belascu, L., Radulescu, M., Balsalobre-Lorente, D., Botoroga, C.-A., & Negreanu, C.-C. (2024). Exploring the nexus between greenhouse emissions, environmental degradation and green energy in Europe: A critique of the environmental kuznets curve. Energies, 17(20), 5109. https://doi.org/10.3390/en17205109

Huang, S. Z., Chien, F., & Sadiq, M. (2022). A gateway towards a sustainable environment in emerging countries: the nexus between green energy and human capital. Economic Research-Ekonomska Istrazivanja , 35(1), 4159-4176. https://doi.org/10.1080/1331677X.2021.2012218

Imbrenda, V., Quaranta, G., Salvia, R., Egidi, G., Salvati, L., Prokopovà, M., Coluzzi, R., & Lanfredi, M. (2021). Land degradation and metropolitan expansion in a peri-urban environment. Geomatics, Natural Hazards and Risk, 12(1), 1797-1818. https://doi.org/10.1080/19475705.2021.1951363

Jeetoo, J., & Chinyanga, E. R. (2023). A spatial econometric analysis of the environment Kuznets curve and pollution haven hypothesis in Sub-Saharan Africa. Environmental Science and Pollution Research, 30(20), 58169-58188. https://doi.org/10.1007/s11356-023-26306-9

Kyun Kim, D. (2020). Energy consumption, economic growth, and environmental degradation in OECD countries. Asian Journal of Economics and Empirical Research, 7(2), 242-250. https://doi.org/10.20448/journal.501.2020.72.242.250

Lin, C. Y., Chau, K. Y., Tran, T. K., Sadiq, M., Van, L., & Hien Phan, T. T. (2022). Development of renewable energy resources by green finance, volatility and risk: Empirical evidence from China. Renewable Energy, 201, 821-831. https://doi.org/10.1016/j.renene.2022.10.086

Liu, L., & He, L. Y. (2021). Output and welfare effect of green credit in China: Evidence from an estimated DSGE model. Journal of Cleaner Production, 294. https://doi.org/10.1016/j.jclepro.2021.126326

Liu, W. (2020). EKC test study on the relationship between carbon dioxide emission and regional economic growth. Carbon Management, 11(4), 415-425. https://doi.org/10.1080/17583004.2020.1768776

Mahmood, H., Alkhateeb, T. T. Y., Al-Qahtani, M. M. Z., Allam, Z., Ahmad, N., & Furqan, M. (2019). Agriculture development and CO2 emissions nexus in Saudi Arabia. PLoS ONE, 14(12). https://doi.org/10.1371/journal.pone.0225865

Mohsin, M., Abbas, Q., Zhang, J., Ikram, M., & Iqbal, N. (2019). Integrated effect of energy consumption, economic development, and population growth on CO2 based environmental degradation: A case of transport sector. Environmental Science and Pollution Research, 26(32), 32824-32835. https://doi.org/10.1007/s11356-019-06372-8

Muhammad, B., Khan, M. K., Khan, M. I., & Khan, S. (2021). Impact of foreign direct investment, natural resources, renewable energy consumption, and economic growth on environmental degradation: evidence from BRICS, developing, developed and global countries. Environmental Science and Pollution Research, 28(17), 21789-21798. https://doi.org/10.1007/s11356-020-12084-1

Mutiiria, O. M., Ju, Q., & Dumor, K. (2020). Infrastructure and inclusive growth in sub-Saharan Africa: An empirical analysis. Progress in Development Studies, 20(3), 187-207. https://doi.org/10.1177/1464993420927507

Naiborhu, N. S. R. (2023). Juridical implications of the concept of green banking on banking in Indonesia. Bina Hukum Lingkungan, 7(3), 334-352.

Nchake, M. A., & Shuaibu, M. (2022). Investment in ICT infrastructure and inclusive growth in Africa. Scientific African, 17. https://doi.org/10.1016/j.sciaf.2022.e01293

Ntarmah, A. H., Kong, Y., & Manu, E. K. (2021). Investigating the dynamic relationships between credit supply, economic growth, and the environment: empirical evidence of sub-regional economies in Sub-Saharan Africa. Environmental Science and Pollution Research, 28(5), 5786-5808. https://doi.org/10.1007/s11356-020-10875-0

Onalan, O., & Basegmez, H. (2018). Estimation of economic growth using grey Cobb-Douglas production function: An application for US economy. Journal of Business, Economics and Finance, 7(2), 178-190. https://doi.org/10.17261/Pressacademia.2018.840

Osei, M. J., & Kim, J. (2020). Foreign direct investment and economic growth: Is more financial development better? Economic Modelling, 93, 154-161. https://doi.org/10.1016/j.econmod.2020.07.009

Ozili, P. K., Oladipo, O., & Iorember, P. T. (2023). Effect of abnormal increase in credit supply on economic growth in Nigeria. African Journal of Economic and Management Studies, 14(4), 583-599. https://doi.org/10.1108/AJEMS-02-2022-0036

Rahman, M. M. (2020). Environmental degradation: The role of electricity consumption, economic growth and globalisation. Journal of Environmental Management, 253. https://doi.org/10.1016/j.jenvman.2019.109742

Rahman, M. M., & Vu, X. B. (2020). The nexus between renewable energy, economic growth, trade, urbanisation and environmental quality: A comparative study for Australia and Canada. Renewable Energy, 155, 617-627. https://doi.org/10.1016/j.renene.2020.03.135

Rjoub, H., Odugbesan, J. A., Adebayo, T. S., & Wong, W. K. (2021). Sustainability of the moderating role of financial development in the determinants of environmental degradation: Evidence from Turkey. Sustainability (Switzerland), 13(4), 1-18. https://doi.org/10.3390/su13041844

Sabir, S., & Gorus, M. S. (2019). The impact of globalization on ecological footprint: empirical evidence from the South Asian countries. Environmental Science and Pollution Research, 26(32), 33387-33398. https://doi.org/10.1007/s11356-019-06458-3

Sabir, S., Qayyum, U., & Majeed, T. (2020). FDI and environmental degradation: the role of political institutions in South Asian countries. Environmental Science and Pollution Research, 27(26), 32544-32553. https://doi.org/10.1007/s11356-020-09464-y

Sadiq, M., Chau, K. Y., Ha, N. T. T., Phan, T. T. H., Ngo, T. Q., & Huy, P. Q. (2024). The impact of green finance, eco-innovation, renewable energy and carbon taxes on CO2 emissions in BRICS countries: Evidence from CS ARDL estimation. Geoscience Frontiers, 15(4). https://doi.org/10.1016/j.gsf.2023.101689

Sarkodie, S. A., & Strezov, V. (2019). A review on environmental Kuznets curve hypothesis using bibliometric and meta-analysis. Science of The Total Environment, 649, 128-145. https://doi.org/10.1016/j.scitotenv.2018.08.276

Sarma, P., & Roy, A. (2021). A Scientometric analysis of literature on green banking (1995-March 2019). Journal of Sustainable Finance and Investment, 11(2), 143-162. https://doi.org/10.1080/20430795.2020.1711500

Saud, S., Chen, S., Haseeb, A., & Sumayya. (2020). The role of financial development and globalization in the environment: Accounting ecological footprint indicators for selected one-belt-one-road initiative countries. Journal of Cleaner Production, 250. https://doi.org/10.1016/j.jclepro.2019.119518

Saud, S., Danish, & Chen, S. (2018). An empirical analysis of financial development and energy demand: establishing the role of globalization. Environmental Science and Pollution Research, 25(24), 24326-24337. https://doi.org/10.1007/s11356-018-2488-y

Shahbaz, M., Balsalobre, D., & Shahzad, S. J. H. (2019). The influencing factors of CO2 Emissions and the role of biomass energy consumption: Statistical experience from G-7 countries. Environmental Modeling and Assessment, 24(2), 143-161. https://doi.org/10.1007/s10666-018-9620-8

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

Sivaramanan, S. (2019). Global warming and Climate change causes, impacts and mitigation. International Journal of Global Science Research, 6(2), 1-25.

Solarin, S. A., & Al-Mulali, U. (2018). Influence of foreign direct investment on indicators of environmental degradation. Environmental Science and Pollution Research, 25(25), 24845-24859. https://doi.org/10.1007/s11356-018-2562-5

Tahir, M., Alfalih, A. A., Osama, A. J., Azid, T., & Burki, U. (2024). Economic determinants of environmental degradation: A time series analysis of Saudi Arabian economy. Environmental Challenges, 15. https://doi.org/10.1016/j.envc.2024.100941

Temiz, D., & Gokmen, A. (2014). FDI inflow as an international business operation by MNCs and economic growth: An empirical study on Turkey. International Business Review, 23(1), 145-154. https://doi.org/10.1016/j.ibusrev.2013.03.003

Topolewski, Ł. (2021). Relationship between energy consumption and economic growth in European countries: Evidence from dynamic panel data analysis. Energies, 14(12). https://doi.org/10.3390/en14123565

Zafar, M. W., Sinha, A., Ahmed, Z., Qin, Q., & Zaidi, S. A. H. (2021). Effects of biomass energy consumption on environmental quality: The role of education and technology in Asia-Pacific Economic Cooperation countries. Renewable and Sustainable Energy Reviews, 142. https://doi.org/10.1016/j.rser.2021.110868

Zandalinas, S. I., Fritschi, F. B., & Mittler, R. (2021). Global warming, climate change, and environmental pollution: Recipe for a multifactorial stress combination disaster. Trends in Plant Science, 26(6), 588-599. https://doi.org/10.1016/j.tplants.2021.02.011

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2026-03-09

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