Floating Nurseries as an Agronomic Technology for Improving Rice Production in Lebak Swamplands: A Structural Equation Modeling Approach
Abstract
Rice productivity in lowland rice fields is critical to feeding the national food estate and warrants researchers' attention. This paper investigates the impact of input provision, floating rice cultivation, local wisdom knowledge, and local wisdom strategy on the productivity of floating rice cultivation in lowland rice fields in Ogan Ilir, Indonesia. This study analyzes how institutional support and floating rice land typology influence input provision, floating rice cultivation, local wisdom knowledge, local wisdom strategy, and floating rice cultivation productivity. The researchers employed a survey questionnaire to gather primary data from selected participants. The researchers employed smart-PLS to examine the association between factors. Structural Equation Modeling (SEM) and field measurements were used to examine data from 250 farmers. The results of the research indicate that input provision, floating rice cultivation, local wisdom understanding, and local wisdom strategy all contribute to increased floating rice cultivation productivity. The findings show that institutional support has a substantial influence on the link between input provision, floating rice cultivation, local wisdom knowledge, local wisdom strategy, and floating rice cultivation productivity. This study advises policymakers on local and national policies to increase floating rice cultivation productivity by implementing efficient input provision, effective floating rice cultivation, local wisdom knowledge, and the use of long-term local wisdom strategies.
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Alam, G. M. M., Alam, K., & Mushtaq, S. (2017). Climate change perceptions and local adaptation strategies of hazard-prone rural households in Bangladesh. Climate Risk Management, 17, 52–63. https://doi.org/j.crm.2017.06.006
Anurethaa, R., Hussainy, S. A. H., & Singh, R. D. (2024). Evaluating the performance of traditional paddy (Oryza sativa L.) landraces under floating cultivation techniques in southern Tamil Nadu. Crop Research, 59(5–6), 181–189. https://doi.org/10.31830/2454-1761.2024.cr-994
Bidarti, A., Sriati, S. & Purbiyanti, E. (2020). Financial analysis and optimization of floating media techniques of Pegagan rice cultivation in South Sumatra, Indonesia. Russian Journal of Agricultural and Socio-Economic Sciences, 107(11), 264–267. https://doi.org/10.18551/rjoas.2020-11.31
Clermont-Dauphin, C., Suwannang, N., Grünberger, O., Hammecker, C., & Maeght, J.-L. (2010). Yield of rice under water and soil salinity risks in farmers’ fields in northeast Thailand. Field Crops Research, 118(3), 289–296. https://doi.org//10.1016/j.fcr.2010.06.009
Coleman, J. M., Huh, O. K., & Braud Jr, D. (2008). Wetland loss in world deltas. Journal of Coastal Research, 24(SI), 1–14. https://doi.org/10.2112/05-0607.1
Dumaresq, D., van Nguyen, K., Pittock, J., Oo, M., Sok, K., van Hieu, T., & Blessington, L. (2020). The paradoxical values of traditional deep water floating rice systems. Global Food Security, 26(3), 100391, 1–11. https://doi.org10.1016/j.gfs.2020.100391
Granata, F., & Di Nunno, F. (2026). Pathways for hydrological resilience: strategies for adaptation in a changing climate. Earth Systems and Environment, 10(1), 203–231. https://doi.org/10.1007/s41748-024-00567-x
Grilli, G., & Notaro, S. (2019). Exploring the influence of an extended theory of planned behaviour on preferences and willingness to pay for participatory natural resources management. Journal of Environmental Management, 232(12), 902–909. https://doi.org/10.1016/j.jenvman.2018.11.103
Handayani, S., Zakaria, W. A., Rosanti, N., Sudarsono, H., & Haryono, D. (2026). Performance and determinants of organic rice agribusiness systems: Evidence from Lampung Province using PLS-SEM. Agro Bali: Agricultural Journal, 9(1), 167–181. https://doi.org/10.37637/ab.v9i1.2587
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Ismail, A. M., Singh, U. S., Singh, S., Dar, M. H., & Mackill, D. J. (2013). The contribution of submergence-tolerant (Sub1) rice varieties to food security in flood-prone rainfed lowland areas in Asia. Field Crops Research, 152, 83–93. https://doi.org/10.1016/j.fcr.2013.01.007
Januarti, I., Junaidi, Y., & Purbiyanti, E. (2022). Forecasting production and consumption of rice and influence of determinants to increase food security in the South Sumatra region, Indonesia. Russian Journal of Agricultural and Socio-Economic Sciences, 121(1), 144–156.https://doi.org/10.18551/rjoas.2022-01.17
Karmaker, D., Al-Imran, M., Mitra, S., Rahman, M. A., & Das, S. K. (2023). Effect of different macrophytes on crop cultivation under floating agriculture system for climate change adaptation in Bangladesh. Aquatic Botany, 189, 103699. https://doi.org/10.1016/j.aquabot.2023.103699
Marcos, M., Sharifi, H., Grattan, S. R., & Linquist, B. A. (2018). Spatio-temporal salinity dynamics and yield response of rice in water-seeded rice fields. Agricultural Water Management, 195(4), 37–46. https://doi.org/10.1016/j.agwat.2017.09.016
Pan, B., Xia, L., Lam, S. K., Wang, E., Zhang, Y., Mosier, A., & Chen, D. (2022). A global synthesis of soil denitrification: Driving factors and mitigation strategies. Agriculture, Ecosystems & Environment, 327, 107850. https://doi.org/10.1016/j.agee.2021.107850
Roulet, N. T., & Woo, M. (1986). Hydrology of a wetland in the continuous permafrost region. Journal of Hydrology, 89(2), 73–91. https://doi.org/10.1016/0022-1694(86)90144-7
Sari, N. N., Masganti, M., Abduh, A. M., Agustina, R., Maftu’ah, E., Yusuf, R., Anwar, K., Napisah, K., Alwi, M., & Sinaga, P. H. (2025). Advancing hybrid rice cultivation in Indonesia’s tidal swamp areas: challenges and innovations. Chilean Journal of Agricultural Research, 85(2), 287–298. https://doi.org/10.4067/S0718-58392025000200287
Sarstedt, M., & Cheah, J.-H. (2019). Partial least squares structural equation modeling using SmartPLS: a software review. Journal Marketing Analytics, 7(2), 196–202. https://doi.org/10.1007/978-3-319-05542-8_15
Siaga, E., Lakitan, B., Bernas, S. M., & Widuri, L. I. (2019). Floating seedbed for preparing rice seedlings under unpredictable flooding occurrence at tropical riparian wetland. Bulgarian Journal of Agricultural Science, 25(2), 326–336. https://doi.org/10.1025/02-0219-3
Sulaiman, A. A., Sulaeman, Y., & Minasny, B. (2019). A framework for the development of wetland for agricultural use in Indonesia. Resources, 8(1), 34–42. https://doi.org/10.3390/resources8010034
Syuhada, A., Armanto, M. E., Siswanto, A., Yazid, M., & Wildayana, E. (2020). Food security and environmental sustainability on the South Sumatra Wetlands, Indonesia. Systematic Reviews in Pharmacy, 11(2), 457–464. https://doi.org/10.5530/srp.2020.3.58
Wandayantolis, W., Budianta, D., & Gunawan, D. (2024). Assessing climate-smart agriculture adoption: Enhancing rice production resilience in South Sumatra, Indonesia. Journal of Smart Agriculture and Environmental Technology, 2(3), 93–99. https://doi.org/10.60105/josaet.2024.2.3.93-99
Wiesinger, G. (2007). The importance of social capital in rural development, networking and decision-making in rural areas. Journal of Alpine Research, 95(4), 43–56. https://doi.org/10.4000/rga.354
Wu, H.-X., Ma, Y.-Z., Xiao, J.-P., Zhang, Z.-H., & Shi, Z.-H. (2013). Photosynthesis and root characteristics of rice (Oryza sativa L.) in floating culture. Photosynthetica, 51(2), 231–237. https://doi.org//10.1007/s11099-013-0015-4
Zhang, X., Zhang, Y., Liu, Y., Ye, F., & Liao, W. (2025). Impacts of organizational support on rice farmers’ adoption of green production technologies—implications for food security and environmental sustainability. Frontiers in Sustainable Food Systems, 9(1534536), 1–13. https://doi.org/10.3389/fsufs.2025.1534536
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