Factors Affecting Production Rice Farming (Oryza sativa. L) in Biha Village Makimi District, Nabire Regency, Indonesia
DOI:
10.29303/jppipa.v11i5.10884Published:
2025-05-25Downloads
Abstract
Factors Affecting Production of Rice Farming (Oryza sativa L) in Biha Village, Makimi District, Nabire Regency. This study aims to determine the effect of land area factor, seed factor, fertilizer factor, drug factor and labor factor on rice farming production in Biha Village, Makimi District, Nabire Regency, using a survey method with a sample of 30 respondents randomly (simple random). random sampling), through the interview method using a previously prepared questionnaire. With multiple linear regression analysis to determine the effect of production factors on rice farming production, as well as F test and t test to determine the effect partial and simultan Simultaneously or together the linear regression model has a positive and very significant effect, as seen from the results of the calculated F value of 17.62 which is greater than the F table of 2.62 while the R2 value or determinant coefficient of 0.7859 indicates that the linear regression model according to where the variables of land area, seeds, fertilizers, medicines and labor have an influence on rice production of 78.59%, the remaining influence of 21.41% is an influence outside the model. For the F test, it was found that fertilizer had a significant effect on rice production, while land area, seeds, medicines and labor only affected rice production and had a positive effect.
Keywords:
Multiple linear regression Production factors Rice productionReferences
Acintya, R., Kinanthi, H. D., Kuncoro, A. B., Arifianto, D., Nuswantara, G. R., Ardiaghaza, R. A., Raihani, T. E. N. B., & Putri, N. A. (2024). Impact of Rice Field Conversion on the Availability of Rice in Banyumas Regency, Central Java Province. IOP Conference Series: Earth and Environmental Science, 1313(1), 012033. https://doi.org/10.1088/1755-1315/1313/1/012033
Aniagyei, J., Bakang, J.-E. A., Tham-Agyekum, E. K., Arhin, M., & Asiedu, P. (2024). Employing agricultural extension delivery services for improving cocoa bean quality. Cogent Social Sciences, 10(1), 2333431. https://doi.org/10.1080/23311886.2024.2333431
Ansari, A., Pranesti, A., Telaumbanua, M., Alam, T., Taryono, Wulandari, R. A., Nugroho, B. D. A., & Supriyanta. (2023). Evaluating the effect of climate change on rice production in Indonesia using multimodelling approach. Heliyon, 9(9), e19639. https://doi.org/10.1016/j.heliyon.2023.e19639
Antriyandarti, E., Agustono, Ani, S. W., Rusdiyana, E., & Sukaton, D. L. A. (2023). Consumers’ willingness to pay for local rice: Empirical evidence from Central Java, Indonesia. Journal of Agriculture and Food Research, 14, 100851. https://doi.org/10.1016/j.jafr.2023.100851
Aprizkiyandari, S., & Palupi, T. (2023). Rice production forecasting model in West Kalimantan with factors are rainfall and harvest area. IOP Conference Series: Earth and Environmental Science, 1177(1), 012015. https://doi.org/10.1088/1755-1315/1177/1/012015
Bakri, R., Salam, M., Darma, R., Saadah, & Ansar, R. A. (2021). Efficiency analysis of using production factors in paddy rice farming in Macope Sub-District, Awangpone District, Bone Regency. IOP Conference Series: Earth and Environmental Science, 807(3), 032075. https://doi.org/10.1088/1755-1315/807/3/032075
Borda, Á. J., Sárvári, B., & Balogh, J. M. (2023). Generation Change in Agriculture: A Systematic Review of the Literature. Economies, 11(5), 129. https://doi.org/10.3390/economies11050129
Chau, N. T., & Ahamed, T. (2022). Analyzing Factors That Affect Rice Production Efficiency and Organic Fertilizer Choices in Vietnam. Sustainability, 14(14), 8842. https://doi.org/10.3390/su14148842
Chigbu, U. E. (2019). Visually Hypothesising in Scientific Paper Writing: Confirming and Refuting Qualitative Research Hypotheses Using Diagrams. Publications, 7(1), 22. https://doi.org/10.3390/publications7010022
Farida, I., & Setiawan, D. (2022). Business Strategies and Competitive Advantage: The Role of Performance and Innovation. Journal of Open Innovation: Technology, Market, and Complexity, 8(3), 163. https://doi.org/10.3390/joitmc8030163
Ginting, G. S. B., Pane, T. C., & Supriana, T. (2023). Production function analysis of green onions in Merdeka Subdistrict, Karo Regency, North Sumatera Province. IOP Conference Series: Earth and Environmental Science, 1241(1), 012056. https://doi.org/10.1088/1755-1315/1241/1/012056
Gupta, S., Zaman, M., Fatima, S., Moran, V., Sinclair, J., & Lowe, N. (2025). The Effectiveness of Zinc-Biofortified Wheat Flour Intake on the Growth and Morbidity Outcomes of Rural Pakistani Children and Adolescent Girls: A Cluster-Randomised, Double-Blind, Controlled Trial. Nutrients, 17(7), 1137. https://doi.org/10.3390/nu17071137
Gutiérrez Cano, L. F., Zartha Sossa, J. W., Orozco Mendoza, G. L., Suárez Guzmán, L. M., Agudelo Tapasco, D. A., & Quintero Saavedra, J. I. (2023). Agricultural innovation system: Analysis from the subsystems of R&D, training, extension, and sustainability. Frontiers in Sustainable Food Systems, 7, 1176366. https://doi.org/10.3389/fsufs.2023.1176366
Iskandar, M. J., Prasetyowati, R. E., & Ningsih, D. H. (2022). Corporate Farming as an Effort to Increase Rice Farming Production in Central Java. Jurnal Penelitian Pendidikan IPA, 8(SpecialIssue), 124–128. https://doi.org/10.29303/jppipa.v8iSpecialIssue.2469
Korsa, G., Alemu, D., & Ayele, A. (2024). Azolla Plant Production and Their Potential Applications. International Journal of Agronomy, 1–12. https://doi.org/10.1155/2024/1716440
Liu, T., Bruins, R., & Heberling, M. (2018). Factors Influencing Farmers’ Adoption of Best Management Practices: A Review and Synthesis. Sustainability, 10(2), 432. https://doi.org/10.3390/su10020432
Ly, P., Jensen, L. S., Bruun, T. B., & De Neergaard, A. (2016). Factors explaining variability in rice yields in a rain-fed lowland rice ecosystem in Southern Cambodia. NJAS: Wageningen Journal of Life Sciences, 78(1), 129–137. https://doi.org/10.1016/j.njas.2016.05.003
Maiti, A., Hasan, M. K., Sannigrahi, S., Bar, S., Chakraborti, S., Mahto, S. S., Chatterjee, S., Pramanik, S., Pilla, F., Auerbach, J., Sonnentag, O., Song, C., & Zhang, Q. (2024). Optimal rainfall threshold for monsoon rice production in India varies across space and time. Communications Earth & Environment, 5(1), 302. https://doi.org/10.1038/s43247-024-01414-7
Malesu, M. L., & Syrovátka, P. (2024). What are the critical success factors for small farming businesses? Evidence from Zambia. Journal of the International Council for Small Business, 5(3), 259–281. https://doi.org/10.1080/26437015.2024.2336455
Michelson, H., Gourlay, S., Lybbert, T., & Wollburg, P. (2023). Review: Purchased agricultural input quality and small farms. Food Policy, 116, 102424. https://doi.org/10.1016/j.foodpol.2023.102424
Mulyadiana, A. T., Marwanti, S., & Rahayu, W. (2018). Analysis of the effectiveness of fertilizer subsidy policy and its effect on rice production in Karanganyar Regency. IOP Conference Series: Earth and Environmental Science, 142, 012047. https://doi.org/10.1088/1755-1315/142/1/012047
Nalley, L. L., Massey, J., Durand-Morat, A., Shew, A., Parajuli, R., & Tsiboe, F. (2022). Comparative economic and environmental assessments of furrow- and flood-irrigated rice production systems. Agricultural Water Management, 274, 107964. https://doi.org/10.1016/j.agwat.2022.107964
Nguyen, L. L. H., Halibas, A., & Nguyen, T. Q. (2024). Cooperative performance and lead firm support in cleaner production adoption: SEM-fsQCA analysis of precision agriculture acceptance in Vietnam. Journal of Cleaner Production, 475, 143724. https://doi.org/10.1016/j.jclepro.2024.143724
Niu, Y., Li, J., & Xia, X. (2024). Research on the Impact of Agricultural Production Outsourcing on Farmers’ Fertilizer Application Intensity: An Inverse U-Shaped Relationship. Agriculture, 14(10), 1719. https://doi.org/10.3390/agriculture14101719
Nugroho, A. D., Prasada, I. Y., & Lakner, Z. (2023). Comparing the effect of climate change on agricultural competitiveness in developing and developed countries. Journal of Cleaner Production, 406, 137139. https://doi.org/10.1016/j.jclepro.2023.137139
Oktariani, L., & Yanti, M. (2023). Feasibility Analysis of Organic Rice (Oryza Sativa L) Farming in Sambirejo Village, Banyuasin 1 District. Indonesian Journal of Agricultural Research, 5(1), 75–84. https://doi.org/10.32734/injar.v5i01.8193
Pasha, D. F., Lundeen, A., Yeasmin, D., & Pasha, M. F. K. (2021). An analysis to identify the important variables for the spread of COVID-19 using numerical techniques and data science. Case Studies in Chemical and Environmental Engineering, 3, 100067. https://doi.org/10.1016/j.cscee.2020.100067
Qadir, A., Suhartanto, M. R., Widajati, E., Budiman, C., Zamzami, A., Rosyad, A., & Diaguna, R. (2024). Commercial rice seed production and distribution in Indonesia. Heliyon, 10(3), e25110. https://doi.org/10.1016/j.heliyon.2024.e25110
Rohani, S., Nurlaelah, S., Sirajuddin, S. N., Mukhlis, M., & Syarif, I. (2024). Internal and External Factors in Developing Farmer Businesses in Pinrang Regency, South Sulawesi Province, Indonesia (Case Study). Jurnal Penelitian Pendidikan IPA, 10(12), 10386–10393. https://doi.org/10.29303/jppipa.v10i12.9116
Rozi, F., Santoso, A. B., Mahendri, I. G. A. P., Hutapea, R. T. P., Wamaer, D., Siagian, V., Elisabeth, D. A. A., Sugiono, S., Handoko, H., Subagio, H., & Syam, A. (2023). Indonesian market demand patterns for food commodity sources of carbohydrates in facing the global food crisis. Heliyon, 9(6), e16809. https://doi.org/10.1016/j.heliyon.2023.e16809
Salam, M., Auliyah, N., Saadah, Tenriawaru, A. N., Diansari, P., Rahmadanih, Muslim, A. I., Bakheet Ali, H. N., & Ridwan, M. (2024). Determinants of rice production in Bantaeng Regency, Indonesia: In search of innovative sustainable farm management practices. Heliyon, 10(23), e40634. https://doi.org/10.1016/j.heliyon.2024.e40634
Saleh, K. & Suherman. (2021). Factors affecting the capacity of farming rice farmers in managing rice field in the District Tangerang. IOP Conference Series: Earth and Environmental Science, 883(1), 012048. https://doi.org/10.1088/1755-1315/883/1/012048
Santoso, A. B., Girsang, S. S., Raharjo, B., Pustika, A. B., Hutapea, Y., Kobarsih, M., Suprihatin, A., Manurung, E. D., Siagian, D. R., Hanapi, S., Purba, T., Parhusip, D., Budiarti, S. W., Wanita, Y. P., Hatmi, R. U., Girsang, M. A., Haloho, L., Waluyo, Suparwoto, & Sudarmaji. (2023). Assessing the Challenges and Opportunities of Agricultural Information Systems to Enhance Farmers’ Capacity and Target Rice Production in Indonesia. Sustainability, 15(2), 1114. https://doi.org/10.3390/su15021114
Shetty, D. V., Prakash Rao, B., Prakash, C., & Vaibhava, S. (2020). Multiple regression analysis to predict the value of a residential building and to compare with the conventional method values. Journal of Physics: Conference Series, 1706(1), 012118. https://doi.org/10.1088/1742-6596/1706/1/012118
Song, W., & Ye, C. (2022). Impact of the Cultivated-Land-Management Scale on Fertilizer Reduction—Empirical Evidence from the Countryside of China. Land, 11(8), 1184. https://doi.org/10.3390/land11081184
Surya, B., Menne, F., Sabhan, H., Suriani, S., Abubakar, H., & Idris, M. (2021). Economic Growth, Increasing Productivity of SMEs, and Open Innovation. Journal of Open Innovation: Technology, Market, and Complexity, 7(1), 20. https://doi.org/10.3390/joitmc7010020
Sydow, J., Lundin, R., Ekstedt, E., & Braun, T. (2025). The theory of temporary organization three decades later: Re-visiting the 4 T framework, focusing tensions, adding project plasticity. Scandinavian Journal of Management, 101405. https://doi.org/10.1016/j.scaman.2025.101405
Tamburaka, I. P. (2021). Analysis of organic rice farming income in Kulisusu North Buton District, Southeast Sulawesi. IOP Conference Series: Earth and Environmental Science, 782(2), 022005. https://doi.org/10.1088/1755-1315/782/2/022005
Yangchen, D. C., Hong, M., & Yang, Q. (2022). The Effect of Farmland Transfer on the Technical Efficiency of Farm Households in China: An Empirical Result of External Environmental Factors. Land, 12(1), 64. https://doi.org/10.3390/land12010064
Zhang, Q., Chen, Z., & Li, F. (2021). Appropriate Management Scale of Farmland and Regional Differences under Different Objectives in Shaanxi Province, China. Land, 10(3), 314. https://doi.org/10.3390/land10030314
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