Determinants of Lowland Rice Farming Profitability in a Semi-Arid Agroecosystem: A Regression-Based SmartPLS Analysis of the Sejahtera Farmer Group in Noelbaki, Indonesia
Abstract
Lowland rice farming in East Nusa Tenggara, Indonesia, operates within a semi-arid agroecosystem where rainfall variability, production costs, labor requirements, and access to farm inputs influence economic performance. This study analyzes the determinants of lowland rice farming profitability among all 60 members of the Sejahtera Farmer Group in Noelbaki Village, Kupang Regency. A quantitative census design was employed. Primary data were collected through questionnaires, interviews, and field observations, while secondary data were obtained from statistical and village-level sources. Farm profitability was represented by the revenue-cost ratio (R/C ratio), and the effects of land area, labor, seed, and fertilizer were evaluated using multiple linear regression implemented through the SmartPLS regression workflow. The respondents cultivated 125.42 ha and produced 1,051,700 kg of paddy during one production season. Total revenue reached IDR 11.175 billion, total production cost was IDR 802.067 million, and net farm income was IDR 10.373 billion. The average R/C ratio was 14.04 and the average B/C ratio was 13.04. The regression model produced R² = 0.613 and adjusted R² = 0.586 and was statistically significant (F = 22.596; p = 0.001). Land area had a positive and significant effect on profitability (coefficient = 5.822063; p = 0.001911), whereas labor had a negative and significant effect (coefficient = -0.000878; p = 0.003242). Seed use (p = 0.498795) and fertilizer use (p = 0.754051) were not statistically significant. The findings indicate that profitability in this semi-arid rice-farming system is more closely associated with farm scale and labor efficiency than with simply increasing seed and fertilizer quantities. Management-oriented extension, more efficient labor allocation, improved farm budgeting, and input use aligned with agronomic and economic requirements are therefore important for strengthening farm profitability.
References
Afni et al. (2024). Analisis profitabilitas usahatani dan pemasaran kacang tanah di Kecamatan Pujananting Kabupaten Barru, 4(02), 156-163. https://doi.org/10.55180/aft.v4i2.1340
Amelia Prameswari Pitaloka. (2022). Konsep umum populasi dan sampel dalam penelitian. Professional Health Journal, 4(1), 51-61. https://doi.org/10.54832/phj.v4i1.283
Ane Novianty, B. M. A. (2020). Faktor-faktor yang berpengaruh terhadap profitabilitas agroindustri gula kelapa di Kabupaten Pangandaran, 6(1), 322-327.
Apriyandi et al. (2023). Prediksi produktivitas padi berdasarkan luas panen dan produksi padi menggunakan metode regresi linear berganda. Seminar Nasional Corisindo.
Bangkole, F. S., Pellokila, M. R., & Tameno, N. (2024). Analisis peran sektor pertanian dalam meningkatkan pertumbuhan ekonomi regional Kecamatan Kupang Barat, 5(December).
Bete, K., & T., W. (2018). Faktor-faktor yang mempengaruhi produksi usahatani cabe rawit merah di Desa Tapenpah Kecamatan Insana Kabupaten Timor Tengah Utara. Agrimor, 3(1), 7-9. https://doi.org/10.32938/ag.v3i1.240
Damayanti et al. (2025). Strategi terpadu peningkatan produksi padi di Indonesia: Suatu analisis literatur komprehensif.
Gun, M. (2020). Uji asumsi klasik pada analisis regresi linier berganda. BAREKENG: Jurnal Ilmu Matematika dan Terapan, 14(3), 335.
Ikrawati. (2024). Analisis faktor yang berpengaruh terhadap produksi usahatani padi di lahan sawah tadah hujan di Desa Binanga Karaeng Kecamatan Lembang Kabupaten Pinrang.
Jefrianus Tanik. (2018). Faktor-faktor yang mempengaruhi produksi usahatani terong ungu di Kelompok Tani Koko Naibate Desa Manunain A Kecamatan Insana. Agribisnis Lahan Kering, 3, 44-46.
Khasanah, F., Sirrinqoufin, S. A., & Mardhatilla, F. (2025). Rice farmers' rationality and adaptation to double pressure: Input price increases and grain price fluctuations in Indramayu Regency, 3(1), 24-36. https://doi.org/10.62885/agrosci.v3i1.877
Leny Yuliyani et al. (2023). Analisis efisiensi usahatani padi berdasarkan musim di Indonesia. Jurnal Agristan, 5(1), 76-87.
M. Salam et al. (2019). Faktor-faktor penentu yang mempengaruhi pendapatan petani padi di Indonesia. IOP Conference Series: Earth and Environmental Science, 343, 012115. https://doi.org/10.1088/1755-1315/343/1/012115
Mohammad Anwar et al. (2023). Profitability and feasibility of rain-fed rice farming in Maros Regency. Agroinfo Galuh, 10, 123-131.
Mubarok, H. (2023). Dominasi peringkat RGEC terhadap laba per saham PT Bank Muamalat Indonesia Tbk. Jurnal Ilmiah Ekonomi Islam, 9(3), 4416. https://doi.org/10.29040/jiei.v9i3.9840
Naumar et al. (2021). Faktor penentu pengelolaan air irigasi untuk [title as reported in the thesis], 11(02), 145-158.
Nurmala, T. (2018). Indication of climate change and its impact on rice production in Indonesia: Case study of South Sumatera and Great Malang, 5(1), 48-60.
Ramadhan, S., Patmawati, R., & Murti, W. (2024). Dinamika alih fungsi lahan sawah dan upaya perlindungan lahan pertanian pangan berkelanjutan di wilayah Metropolitan Sarbagita, 7(September), 303-325.
Rizal Awaliyah et al. (2022). Analisis pendapatan dan kelayakan usahatani bawang merah di Desa Panembong Kecamatan Bayongbong Kabupaten Garut. Jurnal Penelitian Agri Hatantiring, 2(2), 32-40. https://doi.org/10.59900/pagri.v2i2.80
Sadat, M. A., et al. (2025). Faktor sosial ekonomi dan profitabilitas usahatani padi sawah tadah hujan Kabupaten Maros, 11, 2707-2713.
Siagian, R. A., & Soetjipto, W. (2020). Cost efficiency of rice farming in Indonesia: Stochastic frontier approach, XX(1), 7-14.
Subhaktiyasa, P. G. (2024). PLS-SEM for multivariate analysis: A practical guide to educational research using SmartPLS. EduLine: Journal of Education and Learning Innovation, 4(3), 353-365. https://doi.org/10.35877/454ri.eduline2861
Sudirman et al. (2023). Factors affecting gogo rice (Oryza sativa L.) farming in Pakeng. Agribisnis, 21(3), 135-144.
Tenriwaru et al. (2024). Pengaruh luas lahan, biaya tenaga kerja, dan harga pupuk terhadap tingkat pendapatan petani padi (studi kasus pada Desa Bottobenteng, Kecamatan Majauleng, Kabupaten Wajo), 7, 1232-1248. https://doi.org/10.11594/untad.jan.7.1.24716
Wulandari, S. D. (2025). Analisis profitabilitas dan faktor-faktor yang mempengaruhi usahatani multikomoditas di Desa Telang Sari Kecamatan Tanjung Lago Kabupaten Banyuasin [Undergraduate thesis].





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