Production Cost Efficiency in Indonesian Soybean Farming: Evidence from a Stochastic Frontier Analysis
DOI:
https://doi.org/10.23917/jep.v27i1.14104Keywords:
cost efficiency, inefficiency, soybean, farming, stochastic frontierAbstract
The widening gap between domestic soybean demand and local production has raised concerns over the economic sustainability of soybean farming in Indonesia. This study examines the determinants of production cost, cost efficiency, and cost inefficiency in soybean farming in Central Java Province, focusing on Grobogan and Blora Regencies. Using farm-level data from 200 soybean farmers, the study applies a stochastic cost frontier model and a second-stage regression of predicted cost inefficiency. The results show that output and labor wage significantly increase total production cost, while fertilizer price is weakly significant and seed price is not statistically significant. The mean cost efficiency score is 0.8904, indicating that farmers could reduce production costs by approximately 10.96 percent while maintaining the same output and input-price conditions. The second-stage results show that planting frequency and irrigation access are significantly associated with lower cost inefficiency, while age, farming experience, and education are not statistically significant. These findings suggest that cost inefficiency in soybean farming is more closely related to production routines and water access than to general farmer characteristics. Policy support should therefore focus on improving input timing, labor management, irrigation access, and repeated production learning among smallholder soybean farmers.
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References
Aigner, D., Lovell, C. A. K., & Schmidt, P. (1977). Formulation and estimation of stochastic frontier production function models. Journal of Econometrics, 6(1), 21–37. https://doi.org/https://doi.org/10.1016/0304-4076(77)90052-5
Aji, J. M. M., Rondhi, M., Suwandari, A., Hapsari, T. D., Januar, J., Yanuarti, R., & Rokhani. (2023). Determinants of Cost Inefficiency and Farmer Performance in Broiler Contract Farming. Tropical Animal Science Journal, 46(3). https://doi.org/https://doi.org/10.5398/tasj.2023.46.3.382
Akhilomen, L. O., Bivan, G. M., Rahman, S. A., & Sanni, S. A. (2015). Economic Efficiency Analysis of Pineapple Production in Edo State , Nigeria : A Stochastic Frontier Production Approach. American Journal of Experimental Agriculture, 5(3), 267–280. https://doi.org/10.9734/AJEA/2015/13488
Antriyandarti, E. (2015). Competitiveness and Cost Efficiency of Rice Farming in Indonesia. Journal of Rural Problems, 51(2), 74–85. https://doi.org/10.7310/arfe.51.74
Astuti, W., Nainggolan, R. J., & Nurminah, M. (2016). Effect of Stabilizer Type and Stabilizer Concentration on the Quality of Fruit Leather Mixture of Red Guava and Soursop. https://api.semanticscholar.org/CorpusID:98989651
Ayalew, B., Bekele, A., & Mazengia, Y. (2018). Analysis of Cost and Return of Soybean Production under Small holder Farmers in Pawe District, North Western Ethiopia. Journal of Natural Sciences Research, 8(1).
Baffoe, G., Zhou, X., Moinuddin, M., Somanje, A. N., Kuriyama, A., Mohan, G., Saito, O., & Takeuchi, K. (2021). Urban – rural linkages : effective solutions for achieving sustainable development in Ghana from an SDG interlinkage perspective. Sustainability Science, 16(4), 1341–1362. https://doi.org/10.1007/s11625-021-00929-8
Battese, G. E., & Coelli, T. J. (1988). Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data. Journal of Econometrics, 38(3), 387–399. https://doi.org/https://doi.org/10.1016/0304-4076(88)90053-X
Battese, G. E., & Coelli, T. J. (1995). A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empirical Economics, 20(2), 325–332. https://doi.org/10.1007/BF01205442
Bizikova, L., Jungcurt, S., McDougal, K., & Tyler, S. (2020). How can agricultural interventions enhance contribution to food security and SDG 2.1? Global Food Security, 26, 100450. https://doi.org/https://doi.org/10.1016/j.gfs.2020.100450
Coelli, T., Rao, D. S., O’Donnell, C., & Battese, G. (2005). An Introduction to Efficiency and Productivity Analysis. In An Introduction to Efficiency and Productivity Analysis. https://doi.org/10.1007/978-1-4615-5493-6
Directorate General of Food Crops. (2020). Laporan Tahunan Direktorat Jenderal Tanaman Pangan (1st ed.). Directorate General of Food Crops.
Farrell, M. J. (1957). The Measurement of Productive Efficiency. Royal Statistical Society. Journal. Series A: General, 120(3), 253–281. https://doi.org/10.2307/2343100
Geo, L. O., Halim, & Ariani, W. O. R. (2020). Technical Efficiency and Affecting Factors Analysis of Soybean Production in Southeast Sulawesi, Indonesia. Asian Journal of Crop Science, 12(1). https://doi.org/10.3923/ajcs.2020.84.89
Hisjam, M., Oktyajati, N., Sutopo, W., & Ali, A. (2020). Jurnal Optimasi Sistem Industri A Decision Support System to Achieve Self-Sufficiency of Soybean : A Case from Central Java Province , Indonesia. Jurnal Optimasi Sistem Industri, 19(2), 144–156. https://doi.org/10.25077/josi.v19.n2.p144-156.2020
Ho, P. T., Hung, P. X., & Tien, N. D. (2023). Effects of varieties and seasons on cost efficiency in rice farming: A stochastic metafrontier approach. Asian Journal of Agriculture and Rural Development, 13(2), 120–129. https://doi.org/10.55493/5005.v13i2.4778
Jiang, N., & Sharp, B. (2014). Cost Efficiency of Dairy Farming in New Zealand: A Stochastic Frontier Analysis. Agricultural and Resource Economics Review, 43(3), 406–418. https://doi.org/DOI: 10.1017/S1068280500005517
Kagona, E. (2021). Poultry Farm Management Information System (A Case Study of Biyinzika Poultry International Limited). British Journal of Computer, Networking and Information Technology, 4(2). https://doi.org/10.52589/BJCNITI1-QIMWRR
Krisdiana, R., Prasetiaswati, N., Sutrisno, I., Rozi, F., Harsono, A., & Mejaya, M. J. (2021). Financial Feasibility and Competitiveness Levels of Soybean Varieties in Rice-Based Cropping System of Indonesia. In Sustainability (Vol. 13, Issue 15, p. 8334). https://doi.org/10.3390/su13158334
Lubis, A. S., & Andayani, N. R. (2017). The Influence of Service Quality on Customer Satisfaction. Journal of Business Administration, 1(2).
Milotić, T., & Hoffmann, M. (2016). Cost or benefit for growth and flowering of seedlings and juvenile grassland plants in a dung environment. Plant Ecology, 217(8), 1025–1042. http://www.jstor.org/stable/24751100
Ministry of Agriculture. (2023). Laporan kinerja kementerian pertanian 2023 (1st ed.).
Purdy, R., & Langemeier, M. (2020). Cost Efficiency of International Corn and Soybean Production Cost Efficiency of International Corn and Soybean Production. Journal of Applied Farm Economics, 3(2). https://doi.org/10.7771/2331-9151.1045
Purnamasari, M., Huang, W. C., & Priyanto, B. (2023). The Impact of Government Food Policy on Farm Efficiency of Beneficiary Small-Scale Farmers in Indonesia. Agriculture (Switzerland), 13(6), 1–14. https://doi.org/10.3390/agriculture13061257
Rinaldi, J., Arya, N. N., Mahaputra, I. K., Elisabeth, D. A. A., Resiani, N. M. D., Arsana, I. G. K. D., Silitonga, T. F., & Silitonga, T. F. (2023). Production factors, technical, and economic efficiency of soybean (Glycine max L. Merr.) farming in Indonesia. Open Agriculture, 8(1). https://doi.org/doi:10.1515/opag-2022-0194
Roessali, W., Ekowati, T., Prasetyo, E., & Mukson. (2019). Economic aspects of soybean farming sustainability in Central Java, Indonesia. IOP Conference Series: Earth and Environmental Science, 250(1). https://doi.org/10.1088/1755-1315/250/1/012022
Sahuri, Ghulamahdi, M., & Suwarto. (2023). Growth, yield, and land use efficiency of soybean-maize relay cropping under saturated soil culture on tidal swamps. Indonesian J. Agron, 51(1), 27–36. https://doi.org/https://dx.doi.org/10.24831/ija.v51i1.45811
Sayaka, B., Swastika, D. K. S., & Saputra, Y. H. (2021). Challenges of soybean self-sufficiency policy in Indonesia. IOP Conference Series: Earth and Environmental Science, 648(1), 12035. https://doi.org/10.1088/1755-1315/648/1/012035
Setiadi, A., Santoso, S. I., & Setiawan, B. M. (2021). Performance of Soybean Farming in Java - Indonesia: Determinants and Improvement Strategies. Academy of Strategic Management Journal, 20(4), 1–14.
Setiawan, A. B., & Bowo, P. A. (2017). Technical Efficiency of Soybeans Commodity. Kinerja Journal of Business and Economics, 21(1), 1–16. https://doi.org/10.24002/kinerja.v21i1.1031
Setiawan, I., Nugraha, A., & Rasiska, S. (2019). Go urban or stay rural : determinants of young farmers staying in or leaving agricultural field (a case study in Cisondari, West Java, Indonesia). IOP Conf. Series: Earth and Environmental Science. https://doi.org/10.1088/1755-1315/306/1/012033
Siagian, R. A., & Soetjipto, W. (2020). COST EFFICIENCY OF RICE FARMING IN INDONESIA : STOCHASTIC FRONTIER APPROACH. Agricultural Socio-Economics Journal, XX(1), 7–14. https://doi.org/http://dx.doi.org/10.21776/ub.agrise.2020.020.1.2
Sulaiman, A. A., Candradijaya, A., & Syakir, M. (2019). Technological Advancement and the Economic Benefit of Indonesian Rain-Fed Farming Development. Hindawi: Advances in Agriculture, 2019. https://doi.org/https://doi.org/10.1155/2019/9689037
Sultan, H., Rachmina, D., & Fariyanti, A. (2021). Effect of Transaction Costs on Profit and the Capital Formation of Soybean Farming in Lamongan Regency, East Java. AGRARIS: Journal of Agribusiness and Rural Development Research, 7, 111–126. https://doi.org/10.18196/agraris.v7i1.4427
Tao, T., Ma, L., Wang, X., Wu, S., Shi, Z., & Cui, X. (2023). Resilience or efficiency? Strategic options for sustainable development of agricultural systems in ecologically fragile areas of China. Science of The Total Environment, 881, 163411. https://doi.org/https://doi.org/10.1016/j.scitotenv.2023.163411
Thanh Nguyen, T., Hoang, V.-N., & Seo, B. (2012). Cost and environmental efficiency of rice farms in South Korea. Agricultural Economics, 43(4), 369–378. https://doi.org/https://doi.org/10.1111/j.1574-0862.2012.00589.x
Viana, C. M., Freire, D., Abrantes, P., Rocha, J., & Pereira, P. (2022). Agricultural land systems importance for supporting food security and sustainable development goals: A systematic review. Science of The Total Environment, 806, 150718. https://doi.org/https://doi.org/10.1016/j.scitotenv.2021.150718
Wang, J., Tong, J., & Fang, Z. (2024). Assessing the Drivers of Sustained Agricultural Economic Development in China: Agricultural Productivity and Poverty Reduction Efficiency. Sustainability, 16(2073). https://doi.org/https://doi.org/10.3390/su16052073

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Copyright (c) 2026 Avi Budi Setiawan, Mochammad Yusuf, Maulida Dewi Pangestika, Faza Ashiela Junaedy, Sandry Windiharto Putro

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