Determinants of green finance implementation in Indonesia: Evidence from panel data analysis of institutional, market, issuer, and macroeconomic factors

Authors

  • Fransiska Simanullang Tama Jagakarsa University
  • Sairun Simanullang Tama Jagakarsa University

DOI:

https://doi.org/10.55942/pssj.v5i7.650

Keywords:

Green finance, Sustainable investment, Governance effectiveness, Policy and regulatory support, Financial market development, ESG data, Macroeconomic stability

Abstract

Green finance has emerged as a critical mechanism for mobilizing capital toward climate change mitigation and sustainable development, particularly in emerging economies. This study investigates the determinants of green finance implementation in Indonesia, focusing on five key drivers: macroeconomic conditions, issuer characteristics, governance effectiveness, financial market development with big data capabilities, and policy and regulatory support. Using a balanced panel dataset of twenty-five issuers and projects over forty quarterly periods from 2015 to 2024, and employing a fixed effects panel regression in EViews, the analysis reveals that governance effectiveness and policy and regulatory support exert the strongest positive influence on green finance implementation. Financial market depth and technological readiness, as well as favorable issuer-level structures, also contribute positively, whereas adverse macroeconomic conditions are associated with reduced uptake of green instruments. The model explains over 76% of the variation in green finance implementation, underscoring the multidimensional nature of sustainable finance in Indonesia. The findings highlight that institutional credibility, coherent policy frameworks, market infrastructure, and issuer capacity-building are essential for accelerating the scale and effectiveness of green finance. Policy implications include strengthening governance systems, enhancing ESG data infrastructure, and ensuring macroeconomic stability to foster a resilient and attractive green finance ecosystem.

Author Biographies

Fransiska Simanullang, Tama Jagakarsa University

Fransiska Simanullang is a lecturer and researcher in the Management Department at Tama Jagakarsa University, Indonesia. Her research interests focus on sustainable finance, corporate governance, and green investment strategies in emerging markets. She has been involved in multiple empirical studies on environmental, social, and governance (ESG) performance and its impact on financial outcomes, particularly within Indonesia’s banking and capital market sectors. She actively contributes to academic publications and community outreach programs aimed at enhancing sustainable business practices in Indonesia.

Sairun Simanullang, Tama Jagakarsa University

Sairun Simanullang is a senior academic and faculty member in the Management Department at Tama Jagakarsa University, Indonesia. His academic expertise spans strategic management, entrepreneurship, and policy development for sustainable economic growth. With extensive experience in supervising research projects and consulting for industry stakeholders, he focuses on integrating sustainability principles into corporate strategy and financial decision-making. His current research explores institutional and regulatory frameworks that support the adoption of green finance in emerging economies.

References

Ahmad, M., Kuldasheva, Z., Nasriddinov, F., Balbaa, M. E., & Fahlevi, M. (2023). Is achieving environmental sustainability dependent on information communication technology and globalization? Evidence from selected OECD countries. Environmental Technology and Innovation, 31. Scopus. https://doi.org/10.1016/j.eti.2023.103178

Ahmed, S., Mushtaq, M., Fahlevi, M., Aljuaid, M., & Saniuk, S. (2023). Decomposed and composed effects of economic freedom on economic growth in south Asia. Heliyon, 9(2). Scopus. https://doi.org/10.1016/j.heliyon.2023.e13478

Ardini, L., & Fahlevi, M. (2024). Circular economy from an environmental accounting perspective: Strengthening firm performance through green supply chain management and import regulation in Indonesia’s plastic recycling industry. Uncertain Supply Chain Management, 12(3), 1633–1646. https://doi.org/10.5267/j.uscm.2024.3.017

Bagh, T., Bouri, E., & Khan, M. A. (2024). Climate change sentiment, ESG practices and firm value: International insights. China Finance Review International, ahead-of-print(ahead-of-print). https://doi.org/10.1108/CFRI-07-2024-0381

Clapp, C., & Pillay, K. (2014). Green Bonds and Climate Finance. In Climate Finance: Vol. Volume 2 (pp. 79–105). WORLD SCIENTIFIC. https://doi.org/10.1142/9789814641814_0005

Cupák, A., Fessler, P., Hsu, J. W., & Paradowski, P. R. (2022). Investor confidence and high financial literacy jointly shape investments in risky assets. Economic Modelling, 116, 106033. https://doi.org/10.1016/j.econmod.2022.106033

Dikau, S., & Volz, U. (2021). Central bank mandates, sustainability objectives and the promotion of green finance. Ecological Economics, 184, 107022. https://doi.org/10.1016/j.ecolecon.2021.107022

Fahlevi, M. (2023). A Systematic Literature Review on Marine Tourism in Business Management: State of the Art and Future Research Agenda. Journal of Tourism and Services, 14(27), 299–321. https://doi.org/10.29036/jots.v14i27.549

Fahlevi, M., Ahmad, M., Balbaa, M. E., Wu, T., & Aljuaid, M. (2023). The efficiency of petroleum and government health services to benefit life expectancy during the inefficiencies of hydroelectricity consumption. Environmental and Sustainability Indicators, 19, 100289. https://doi.org/10.1016/j.indic.2023.100289

Fahlevi, M., Vional, & Pramesti, R. M. (2022). Blockchain technology in corporate governance and future potential solution for agency problems in Indonesia. International Journal of Data and Network Science, 6(3), 721–726. Scopus. https://doi.org/10.5267/j.ijdns.2022.3.010

Gianfrate, G., & Peri, M. (2019). The green advantage: Exploring the convenience of issuing green bonds. Journal of Cleaner Production, 219, 127–135. https://doi.org/10.1016/j.jclepro.2019.02.022

Iddagoda, A., Hysa, E., Bulińska-Stangrecka, H., & Manta, O. (2021). Green Work-Life Balance and Greenwashing the Construct of Work-Life Balance: Myth and Reality. Energies, 14(15), Article 15. https://doi.org/10.3390/en14154556

Jain, A. K., Dsouza, S., Kayani, U., Nawaz, F., Fahlevi, M., & Aziz, A. L. (2024). Nexus of firm specific variables and capital structure decisions: An evidence from Asia Pacific region amid covid-19 crisis times. Cogent Social Sciences. https://www.tandfonline.com/doi/abs/10.1080/23311886.2024.2413619

Jianpeng, Z., & Shiyi, C. (2021). Financial Development, Environmental Regulations and Green Economic Transition. Journal of Finance and Economics, 47(11), Article 11. https://doi.org/10.16538/j.cnki.jfe.20210918.301

Kayani, U. N., Fahlevi, M., Mumtaz, R., Qaruty, R. A., & Asad, M. (2023). The Nexus between Carbon Emissions and Per Capita Income of Households: Evidence from Japanese Prefectures. International Journal of Energy Economics and Policy, 13(6), Article 6. https://doi.org/10.32479/ijeep.15042

Kayani, U. N., Mumtaz, R., Fahlevi, M., Nasseseredine, H., & Hadinata, A. (2024). Unbridling the Economic Growth and Environmental Nexus in Pakistan. International Journal of Energy Economics and Policy, 14(1), Article 1. https://doi.org/10.32479/ijeep.15528

Khan, S. Z., Yang, Q., & Waheed, A. (2019). Investment in intangible resources and capabilities spurs sustainable competitive advantage and firm performance. Corporate Social Responsibility and Environmental Management, 26(2), 285–295.

Kuan, C.-M., & White, H. (1994). Artificial neural networks: An econometric perspective. Econometric Reviews, 13(1), 1–91.

Kuldasheva, Z., Ahmad, M., Salahodjaev, R., & Fahlevi, M. (2023). Do Tourism and Renewable Energy Influence CO2 Emissions in Tourism-Dependent Countries? International Journal of Energy Economics and Policy, 13(6), Article 6. https://doi.org/10.32479/ijeep.14410

Kusiyah, K., Mushtaq, M., Ahmed, S., Abbas, A., & Fahlevi, M. (2024). Impact of Urbanization on Environmental Eminence: Moderating Role of Renewable Energy. International Journal of Energy Economics and Policy, 14(2), Article 2. https://doi.org/10.32479/ijeep.14232

Meiryani, Huang, S.-M., Lindawati, A. S. L., Purnomo, A., Fahlevi, M., & Salim, G. (2023). Corporate Energy Management Disclosure: Empirical Evidence from Indonesia Stock Exchange. International Journal of Energy Economics and Policy, 13(2), 516–525. Scopus. https://doi.org/10.32479/ijeep.14059

Meiryani, M., Delvin Tandyopranoto, C., Emanuel, J., Lindawati, A. S. L., Fahlevi, M., Aljuaid, M., & Hasan, F. (2022). The effect of global price movements on the energy sector commodity on bitcoin price movement during the COVID-19 pandemic. Heliyon, 8(10). Scopus. https://doi.org/10.1016/j.heliyon.2022.e10820

Meiryani, Susanto, A., & Warganegara, D. L. (2019). The issues influencing of environmental accounting information systems: An empirical investigation of SMEs in Indonesia. International Journal of Energy Economics and Policy, 9(1), 282–290. Scopus. https://doi.org/10.32479/ijeep.7231

Mohsin, M., Dilanchiev, A., & Umair, M. (2023). The Impact of Green Climate Fund Portfolio Structure on Green Finance: Empirical Evidence from EU Countries: Ekonomika, 102(2), Article 2. https://doi.org/10.15388/Ekon.2023.102.2.7

Morea, D., & Poggi, L. A. (2017). An Innovative Model for the Sustainability of Investments in the Wind Energy Sector: The Use of Green Sukuk in an Italian Case Study. International Journal of Energy Economics and Policy, 7(2), Article 2.

OECD. (2018). Financial Markets, Insurance and Pensions Digitalisation Technologies and Finance.

OECD. (2021). Corporate governance and the financial crisis. https://www.oecd.org/daf/ca/corporategovernanceprinciples/corporategovernanceandthefinancialcrisis.htm

Saunders, M., Lewis, P., & Thornhill, A. (2009). Research Methods for Business Students (5th ed.). Prentice Hall.

Sekaran, U., & Bougie, R. (2016). Research methods for business: A skill building approach. John Wiley & Sons.

Taghizadeh-Hesary, F., & Yoshino, N. (2019). The way to induce private participation in green finance and investment. Finance Research Letters, 31, 98–103. https://doi.org/10.1016/j.frl.2019.04.016

Tolliver, C., Fujii, H., Keeley, A. R., & Managi, S. (2021). Green Innovation and Finance in Asia. Asian Economic Policy Review, 16(1), 67–87. https://doi.org/10.1111/aepr.12320

Yusuf, M., Dasawaty, E. S., Esra, M. A., Apriwenni, P., Meiden, C., & Fahlevi, M. (2024). Integrated reporting, corporate governance, and financial sustainability in Islamic banking. Uncertain Supply Chain Management, 12(1), 273–290. Scopus. https://doi.org/10.5267/j.uscm.2023.9.022

Zumente, I., & Bistrova, J. (2021). ESG Importance for Long-Term Shareholder Value Creation: Literature vs. Practice. Journal of Open Innovation: Technology, Market, and Complexity, 7(2). https://doi.org/10.3390/joitmc7020127

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Published

2025-07-30

How to Cite

Simanullang, F., & Simanullang, S. (2025). Determinants of green finance implementation in Indonesia: Evidence from panel data analysis of institutional, market, issuer, and macroeconomic factors. Priviet Social Sciences Journal, 5(7), 192–205. https://doi.org/10.55942/pssj.v5i7.650

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