The Impact of People’s Business Credit (KUR) on Economic Growth in the Agricultural Sector of West Nusa Tenggara
Abstract
Research Originality — The existing literature offers limited empirical evidence on the role of targeted government credit programs in the agricultural sector as a strategy for mitigating the impacts of climate change. This study addresses this gap by examining the specific impact of the Kredit Usaha Rakyat (KUR) program on agricultural economic growth in a climate-vulnerable region.
Research Objectives — The research aims to assess the effect of KUR on economic growth in the agricultural sector of West Nusa Tenggara, Indonesia.
Research Methods - An explanatory research design was employed, using data on KUR distribution, rice production, and Gross Regional Domestic Product from 2019 to 2023. The data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4.0, a method well-suited for complex predictive models.
Empirical Result — The findings reveal that KUR has a positive and significant impact on rice production, and rice production, in turn, is a vital driver of the region's economic growth. However, the distribution of KUR does not directly contribute to economic growth without the intermediary effect of increased rice production.
Implications — This study provides policymakers with evidence that targeted credit programs can be an effective tool for stimulating agricultural output and regional economic growth, underscoring the need for coordinated efforts among government bodies and credit distributors.
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References
Bakken, R. (2021, Aug 9). What is sustainable finance and why is it important?. Retrieved from Harvard Division of Continuing Education website: https://extension.harvard.edu/blog/what-is-sustainable-finance-and-why-is-it-important
Batung, E. S., Mohammed, K., Kansanga, M. M., Nyantakyi-Frimpong, H., & Luginaah, I. (2023). Credit access and perceived climate change resilience of smallholder farmers in semi-arid northern Ghana. Environment, Development and Sustainability, 25(1), 321–350. https://doi.org/10.1007/s10668-021-02056-x
BMKG. (2024, June 28). Analisis curah hujan Nusa Tenggara Barat. Stasiun Klimatologi Nusa Tenggara Barat.
BPS. (2024a, June 28). Analisis pasar tenaga kerja Nusa Tenggara Barat 2023. Badan Pusat Statistik Nusa Tenggara Barat.
BPS. (2024b, June 20). Berita resmi statistik Mei 2024. Badan Pusat Statistik Nusa Tenggara Barat.
BRIN. (2024, May 15). Produksi tanaman pangan spasial dan temporal pada perubahan iklim di Indonesia. Retrieved from Badan Riset dan Inovasi Nasional website: https://www.brin.go.id/news/118564/produksi-tanaman-pangan-spasial-dan-temporal-pada-perubahan-iklim-di-indonesia.
Carter, M. R. (1989). The impact of credit on peasant productivity and differentiation in Nicaragua. Journal of Development Economics, 31(1), 13–36. https://doi.org/10.1016/0304-3878(89)90029-1
Chandio, A. A., Jiang, Y., Wei, F., & Guangshun, X. (2018). Effects of agricultural credit on wheat productivity of small farms in Sindh, Pakistan. Agricultural Finance Review, 78(5), 592–610. https://doi.org/10.1108/afr-02-2017-0010
Chandio, A.A., Jiang, Y., Joyo, M.A. & Rehman, A. (2016). Impact of area under cultivation, water availability, credit disbursement, and fertilizer off-take on wheat production in Pakistan. Journal of Applied Environmental and Biological Sciences, 6(10), 10-18.
Chandio, A.A., Yuansheng, J., Sahito, J.G.M. & Larik, S.A. (2016). Impact of formal credit on agricultural output: evidence from Pakistan. African Journal of Business Management, 10(8), 162-168.
Chaudhry, M.G. (2022). Mechanization and agricultural development in Pakistan. The Pakistan Development Review, 431–449. https://doi.org/10.30541/v25i4pp.431-449
Chin, W. W. (1998). The partial least squares approach structural equation modeling. Modern methods for business research (G. A. Marcoulides ed. pp. 295–336). Lawrence Erlbaum Associates Publishers.
Direktorat Jenderal Perbendaharaan. (2024). Sistem informasi kredit program. Retrieved from Direktorat Jenderal Perbendaharaan Kementerian Keuangan website: https://sikp.kemenkeu.go.id.
Dong, F., Liu, J., & Featherstone, A. (2010). Effects of credit constraints on productivity and rural household income in China. Agricultural and Applied Economics Working Paper, 10, WP-516.
Duran-Encalada, J. A., Paucar-Caceres, A., Bandala, E. R., & Wright, G. H. (2017). The impact of global climate change on water quantity and quality: A system dynamics approach to the US–mexican transborder region. European Journal of Operational Research, 256(2), 567–581. https://doi.org/10.1016/j.ejor.2016.06.016
Duy, V. Q. (2015). Access to credit and rice production efficiency of rural households in the Mekong Delta. Sociology and Anthropology, 3(9), 425–433. https://doi.org/10.13189/sa.2015.030901
Etwire, P. M. (2020). The impact of climate change on farming system selection in Ghana. Agricultural Systems, 179, 102773. https://doi.org/10.1016/j.agsy.2019.102773
Feder, G., Lau, L. J., Lin, J. Y., & Luo, X. (1990). The relationship between credit and productivity in Chinese agriculture: A microeconomic model of disequilibrium. American Journal of Agricultural Economics, 72(5), 1151–1157. https://doi.org/10.2307/1242524
Food and Agriculture Organization. (2019). The state of food and agriculture. Rome: Food and Agriculture Organization of the United Nations.
Gerster, R. (2011). Sustainable finance: Achievements, challenges, outlook. Retrieved from Gerster Consulting website: http://www.gersterconsulting.ch/docs/Sustainable_finance_final_11.02.10.pdf.
Hair, Joe, G. Tomas M Hult, Christian M Ringle, & Marko Sarstedt. (2022). A primer on partial least squares structural equation modeling (PLS-SEM). Thousand Oaks: SAGE Publications, Incorporated.
Indonesia. (2024). Peraturan Menteri Koordinator Bidang Perekonomian Nomor 7 Tahun 2024 tentang Perubahan Kedua atas Peraturan Menteri Koordinator Bidang Perekonomian Nomor 1 Tahun 2022 tentang Pedoman Pelaksanaan Kredit Usaha Rakyat. Jakarta.
IPCC. (2023). Climate change 2023: Synthesis report. contribution of working groups i, ii and iii to the sixth assessment report of the intergovernmental panel on climate change [Core Writing Team, H. Lee and J. Romero (eds.)]. IPCC, Geneva, Switzerland, 35-115.
Iqbal, M. and Kalbe Abbas. (2022). The impact of institutional credit on agricultural production in Pakistan. The Pakistan Development Review, 469–485. https://doi.org/10.30541/v42i4iipp.469-485
Kanwil DJPb Provinsi NTB. (2024). Asset and liabilities commitee regional Nusa Tenggara Barat (ALCo NTB) April 2024. Mataram: Kantor Wilayah Direktorat Jenderal Perbendaharaan Provinsi Nusa Tenggara Barat.
Khan, N., Jan, I., Rehman, M.U., Mehmood, A. & Akhtar, A. (2007). The effects of short-term agricultural loans scheme of Zarai Tarraqiati Bank on increase in farm production in district Karak. Sarhad Journal of Agriculture, 23(4), 1285-1290.
Marie, M., Yirga, F., Haile, M., & Tquabo, F., (2020). Farmers' choices and factors affecting adoption of climate change adaptation strategies: evidence from northwestern Ethiopia. Heliyon, 6(4), e03867. https://doi.org/10.1016/j.heliyon.2020.e03867
Matsuyama, K. (1992). Agricultural Productivity, comparative advantage, and economic growth. Journal of Economic Theory, 58(2), 317–334. https://doi.org/10.1016/0022-0531(92)90057-o
McGregor, J. L., Nguyen, K. C., Kirono, D. G. C., & Katzfey, J. J. (2016). High-resolution climate projections for the islands of Lombok and Sumbawa, Nusa Tenggara Barat Province, Indonesia: Challenges and implications. Climate Risk Management, 12, 32–44. https://doi.org/10.1016/j.crm.2015.10.001
Migliorelli, M. (2021). What do we mean by sustainable finance? assessing existing frameworks and policy risks. Sustainability, 13(2), 975. https://doi.org/10.3390/su13020975
Miller, C. J., & Ladman, J. R. (1983). Factors impeding credit use in small‐farm households in Bolivia. The Journal of Development Studies, 19(4), 522–538. https://doi.org/10.1080/00220388308421880
Nasir, J. (2007, Oct 17). Downsize of informal agricultural credit. Retrieved from Dawn website: http://www.dawn.com/2007/10/17/ebr13.htm.
Ojo, T.O., Baiyegunhi, L. J. S. (2020). Impact of climate change adaptation strategies on rice productivity in south-west, Nigeria: An endogeneity corrected stochastic frontier model. Science of the Total Environment, 745, 141151. https://doi.org/10.1016/j.scitotenv.2020.141151
Ojo, T. O., Adetoro, A. A., Ogundeji, A. A., & Belle, J. A. (2021). Quantifying the determinants of climate change adaptation strategies and farmers’ access to credit in South Africa. Science of the Total Environment, 792, 148499. https://doi.org/10.1016/j.scitotenv.2021.148499
Okurut, F.N., Schoombee, A. & Berg, S. (2005). Credit demand and credit rationing in the informal financial sector in Uganda. The South African Journal of Economics, 73(3), 482–497. https://doi.org/10.1111/j.1813-6982.2005.00033.x
Oman, W., & R. Svartzman. (2021). What justifies sustainable finance measures? Financial-economic interactions and possible implications for policymakers. CESifo Forum, 22(3), 3-11.
Ozili, Peterson. K. (2021). Making Sustainble Finance Sustainable. Financial Internet Quarterly, 17(3), 64–70. https://doi.org/10.2478/fiqf-2021-0020
Ozili, Peterson. K. (2023). Theories of sustainable finance. Managing Global Transitions, 21(1). https://doi.org/10.26493/1854-6935.21.5-22
Pemerintah Provinsi NTB. (2024). Wilayah dan administrasi pemerintahan Provinsi Nusa Tenggara Barat. Pemerintah Provinsi Nusa Tenggara Barat. Retrieve from Pemerintah Provinsi NTB website: https://ntbprov.go.id.
Reyes, A., Lensink, R., Kuyvenhoven, A., & Moll, H. (2012). Impact of access to credit on farm productivity of fruit and vegetable growers in Chile. Agricultural and Applied Economics, 1-31.
Ryszawska, B. (2016). Sustainability Transition Needs Sustainable Finance. Copernican Journal of Finance & Accounting, 5(1), 185-194. https://doi.org/10.12775/cjfa.2016.011
Salinger, M. J. (2005). Climate variability and change: Past, present and future – an overview. Climatic Change, 70(1–2), 9–29. https://doi.org/10.1007/s10584-005-5936-x
Sani, S., Haji, J., & Goshu, D. (2016). Climate change adaptation strategies of smallholder farmers: The case of Assosa District, Western Ethiopia. Journal of Environment and Earth Science, 6, 9-15.
Schumacher, K., Chenet, H., & Volz, U. (2020). Sustainable finance in Japan. Journal of Sustainable Finance and Investment, 10(2), 213–246. https://doi.org/10.1080/20430795.2020.1735219
Shrestha, C.M. (1992). Institutional credit as a catalyst for agricultural sector growth: evidence from Nepal. Journal of Economic Development, 17(2), 137-144.
Sial, M. H., & Carter, M. R. (1996). Financial market efficiency in an agrarian economy: Microeconometric analysis of the Pakistani punjab. Journal of Development Studies, 32(5), 771–798. https://doi.org/10.1080/00220389608422439
Siddiqi, M.W. & Baluch, K.N. (2009). Institutional credit: a policy tool for enhancement of agricultural income of Pakistan. International Research Journal of Arts and Humanities (IRJAH), 37, 158-174.
Sivakumar, M. V. K. (2005). Impacts of natural disasters in agriculture, Rangeland and Forestry: An overview. Natural Disasters and Extreme Events in Agriculture, 1–22. https://doi.org/10.1007/3-540-28307-2_1
Surmaini, E., Runtunuwu, E., & Las, I. (2011). Upaya sektor pertanian dalam menghadapi perubahan iklim. Jurnal Litbang Pertanian, 30(1), 1-7.
UN. (2024). Climate change. United Nations. Retreive from United Nation website: https://indonesia.un.org/en/172909-climate-change.
UNDP. (2007). The other half of climate change: Why Indonesia must adapt to protect its poorest people. United Nations Development Programme Indonesia.
Wilson, C. (2010). Why should sustainable finance be given priority? Accounting Research Journal, 23(3), 267–280. https://doi.org/10.1108/10309611011092592
World Bank. (2018). Third Ghana economic update: agriculture as an engine of growth and jobs creation. Report, February, 1–63.
Xi, Z. H. U., & Li, Z. N. (2007). Heterogeneous impact of farmer credit: An empirical investigation based on IVQR model. Systems Engineering-Theory and Practice, 27(2), 68–75. https://doi.org/10.1016/s1874-8651(08)60011-3
Yu, C. (2008). Entrepreneurship and credit constraints: Evidence from rural households in China. Chinese Academy of Science, 26, 1-11.
Zeller, M., Diagne, A., & Mataya, C. (1998). Market access by smallholder farmers in Malawi: Implications for technology adoption, agricultural productivity and crop income. Agricultural Economics, 19(1–2), 219–229. https://doi.org/10.1111/j.1574-0862.1998.tb00528.x
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