Macroeconomic Determinants of Sustainable Business Financing in Central Kalimantan

Authors

  • Tabitaria Pandu Mau Universitas Udayana
  • I Wayan Budiasa Universitas Udayana
  • Widhianthini Universitas Udayana

DOI:

https://doi.org/10.59890/ijist.v4i7.35

Keywords:

ARDL, Central Kalimantan, Economic Growth, Interest Rate, Sustainable Financing

Abstract

Sustainable business financing is a critical channel for translating green economic commitments into bankable investment, particularly in resource-based regions. This study evaluates how interest rates, inflation, and economic growth are associated with sustainable business financing in Central Kalimantan, Indonesia. Quarterly secondary data from 2011Q1 to 2025Q4 provide 60 initial observations obtained from Bank Indonesia, Statistics Indonesia for Central Kalimantan, and the Financial Services Authority. The analysis applies an autoregressive distributed lag framework with unit-root testing, Akaike-based lag selection, bounds cointegration testing, an error correction representation, and residual diagnostics. The selected ARDL(4,4,0,1) model shows that the current interest rate has a negative coefficient of -0.00648 but is not significant at the 5% level. Inflation is insignificant in the level equation, although its first and second short-run lags are positive and significant. Current economic growth is the strongest partial driver, with a coefficient of 0.01111 and a probability below 0.001. The regressors are jointly significant, the bounds statistic confirms cointegration, and the error correction coefficient of -0.01590 indicates a slow quarterly adjustment toward long-run equilibrium. The short-run model explains 75.88% of financing variation and passes normality, autocorrelation, heteroskedasticity, and specification tests. However, CUSUM of squares instability suggests that sustainable financing policy should be reviewed when economic regimes change.

References

Aguila, N., & Wullweber, J. (2024). Greener and cheaper: Green monetary policy in the era of inflation and high interest rates. Eurasian Economic Review, 14, 39-60. https://doi.org/10.1007/s40822-024-00266-y

Allen, M. R., Friedlingstein, P., Girardin, C. A. J., Jenkins, S., Malhi, Y., Mitchell-Larson, E., Peters, G. P., & Rajamani, L. (2022). Net zero: Science, origins, and implications. Annual Review of Environment and Resources, 47, 849-887. https://doi.org/10.1146/annurev-environ-112320-105050

Azhgaliyeva, D., Beirne, J., & Mishra, R. (2023). What matters for private investment in renewable energy? Climate Policy, 23(1), 71-87. https://doi.org/10.1080/14693062.2022.2069664

Brown, R. L., Durbin, J., & Evans, J. M. (1975). Techniques for testing the constancy of regression relationships over time. Journal of the Royal Statistical Society: Series B, 37(2), 149-192. https://doi.org/10.1111/j.2517-6161.1975.tb01532.x

Chen, C., Zhong, S., Zhang, Y., & Bai, Y. (2023). The economic impact of green credit: From the perspective of industrial structure and green total factor productivity. Sustainability, 15(2), 1224. https://doi.org/10.3390/su15021224

Dickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74(366a), 427-431. https://doi.org/10.1080/01621459.1979.10482531

Endri, E., Harahap, I. M., & Hindardjo, A. (2025). The determinants of green bond issuance in Indonesia: An analysis of sustainable financial instruments. Journal of Risk and Financial Management, 18(12), 672. https://doi.org/10.3390/jrfm18120672

Financial Services Authority. (2017). Regulation of the Financial Services Authority Number 51/POJK.03/2017 concerning the implementation of sustainable finance for financial services institutions, issuers, and public companies. Financial Services Authority of Indonesia.

Financial Services Authority. (2025). Indonesian taxonomy for sustainable finance, version 2. Financial Services Authority of Indonesia.

Flammer, C. (2021). Corporate green bonds. Journal of Financial Economics, 142(2), 499-516. https://doi.org/10.1016/j.jfineco.2021.01.010

Fu, C., Lu, L., & Pirabi, M. (2024). Advancing green finance: A review of climate change and decarbonization. Digital Economy and Sustainable Development, 2, Article 1. https://doi.org/10.1007/s44265-023-00026-x

Handayani, F. A., & Kacaribu, F. N. (2021). Asymmetric transmission of monetary policy to interest rates: Empirical evidence from Indonesia. Bulletin of Monetary Economics and Banking, 24(1), 119-150. https://doi.org/10.21098/bemp.v24i1.1201

Jarque, C. M., & Bera, A. K. (1980). Efficient tests for normality, homoscedasticity and serial independence of regression residuals. Economics Letters, 6(3), 255-259. https://doi.org/10.1016/0165-1765(80)90024-5

Lin, C.-Y., Chau, K. Y., Tran, T. K., Sadiq, M., Van, L., & Phan, T. T. H. (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, Y. (2023). How does economic recovery impact green finance and renewable energy in Asian economies? Renewable Energy, 208, 538-545. https://doi.org/10.1016/j.renene.2023.01.084

Liu, Y., & Kang, Z. (2023). The impact of green finance on green economy development efficiency: Based on panel data of 30 provinces in China. Frontiers in Environmental Science, 11, 1328914. https://doi.org/10.3389/fenvs.2023.1328914

Mamuaja, R. C., Saerang, I. S., & Tasik, H. H. D. (2024). Analisis pengaruh uang beredar, suku bunga, dan inflasi terhadap pertumbuhan kredit perbankan di Indonesia sebelum dan sesudah pandemi COVID-19. Jurnal EMBA, 12(3). https://doi.org/10.35794/emba.v12i03.57736

Munandar, A., & Rimawan, M. (2019). Determinan penyaluran kredit modal kerja bagi usaha mikro, kecil, dan menengah di Provinsi Nusa Tenggara Barat. Jurnal Akuntansi, Keuangan dan Bisnis, 12(2), 115-124. https://doi.org/10.35143/jakb.v12i2.3356

Nawaz, A., Li, Z., & Su, C. W. (2024). Inquisitive exploration of green finance, social finance, and capital formation in shaping economic development: Insights from BRICS countries. Discover Sustainability, 5, Article 332. https://doi.org/10.1007/s43621-024-00548-0

Ngo, T. Q., Doan, P. N., Vo, L. T., Tran, H. T. T., & Nguyen, D. N. (2021). The influence of green finance on economic growth: COVID-19 pandemic effects on the Vietnam economy. Cogent Business & Management, 8(1), 2003008. https://doi.org/10.1080/23311975.2021.2003008

Nguyen, D. T., Oanh, T. T. K., Bui, T. D., & Dao, L. K. O. (2024). The impact of green finance on green growth: The role of green energy and green production. Heliyon, 10(16), e36639. https://doi.org/10.1016/j.heliyon.2024.e36639

Nurjanah, R., & Arida, N. (2021). Analisis pengaruh tingkat suku bunga, kredit macet dan capital adequacy ratio terhadap penyaluran kredit modal kerja bank umum di Indonesia. Jurnal Paradigma Ekonomika, 16(3), 437-450.

Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326. https://doi.org/10.1002/jae.616

Riyanti, R. S., Wulandari, P., Prijadi, R., & Tortosa-Ausina, E. (2025). Green loans: Navigating the path to sustainable profitability in banking. Economic Analysis and Policy, 85, 1613-1624. https://doi.org/10.1016/j.eap.2025.01.028

Rosário, A. T., Raimundo, R. J., & Cruz, S. P. (2022). Sustainable entrepreneurship: A literature review. Sustainability, 14(9), 5556. https://doi.org/10.3390/su14095556

Setyowati, A. B. (2023). Governing sustainable finance: Insights from Indonesia. Climate Policy, 23(1), 108-121. https://doi.org/10.1080/14693062.2020.1858741

Sharma, G. D., Talan, G., Srivastava, M., Yadav, A., & Chopra, R. (2021). Impact of macroeconomic variables on sustainability indices using an ARDL model. Journal of Sustainable Finance & Investment, 13(1), 572-588. https://doi.org/10.1080/20430795.2021.1972679

Sihombing, S. C., & Sihombing, D. A. (2023). Pengaruh jumlah inflasi dan nilai tukar terhadap penyaluran kredit UMKM melalui suku bunga dasar kredit. Jurnal Manajemen dan Keuangan, 12(1), 61-75.

Soedarmono, W., Gunadi, I., Pambudi, S., & Nurhayati, T. (2023). Monetary policy, funding liquidity, and undisbursed loans in Indonesia: The bank lending channel revisited. Journal of Economics and Business, 127, 106134. https://doi.org/10.1016/j.jeconbus.2023.106134

Van Den Engel, A., Swart, J., & Schramm, M. (2024). The impact of the real interest rate on green investment: Evidence from the United States. Journal of Business Economics and Management, 25(5), 939-959. https://doi.org/10.3846/jbem.2024.22363

Wahyuningsih, M., Utami, W., Kurniasih, A., & Endri, E. (2025). Green bond yield determinants in Indonesia: The moderating role of bond ratings. Journal of Risk and Financial Management, 18(4), 210. https://doi.org/10.3390/jrfm18040210

Wang, K.-H., Zhao, Y.-X., Jiang, C.-F., & Li, Z.-Z. (2022). Does green finance inspire sustainable development? Evidence from a global perspective. Economic Analysis and Policy, 75, 412-426. https://doi.org/10.1016/j.eap.2022.06.002

Zhuang, T. (2024). Appraising sustainability and economic growth through fintech, green finance and natural resources in Asian economies: A CS-ARDL study. Resources Policy, 97, 105276. https://doi.org/10.1016/j.resourpol.2024.105276

Zulbetti, R., Muzaffirah, A., Alfiana, A., & Perwito, P. (2025). Sustainable finance and green economic growth: Evidence from the Indonesian banking sector. Jurnal Perspektif Pembiayaan dan Pembangunan Daerah, 13(1), 37-57. https://doi.org/10.22437/ppd.v13i1.39325

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Published

2026-08-01

How to Cite

Tabitaria Pandu Mau, I Wayan Budiasa, & Widhianthini. (2026). Macroeconomic Determinants of Sustainable Business Financing in Central Kalimantan . International Journal of Integrated Science and Technology, 4(7), 517–530. https://doi.org/10.59890/ijist.v4i7.35

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