Analysis of Level of Technical Efficiency of Water Use by Small-scale Irrigation Farmers in the Nwanedi Area of Limpopo Province: A case study of tomato farmers

dc.contributor.advisorZuwarimwe, J.
dc.contributor.advisorManjoro, M.
dc.contributor.authorMariba, Masindi Lodric
dc.date2024
dc.date.accessioned2025-08-20T03:43:23Z
dc.date.available2025-08-20T03:43:23Z
dc.date.issued2025-05-16
dc.descriptionMRDV
dc.descriptionInstitute for Rural Development
dc.description.abstractAgricultural water-management practices are being promoted as a way to adapt to climate change, as well as to combat poverty and unemployment. Low-cost and water-efficient irrigation technologies, such as, drip irrigation are believed to have the potential to save water. This it is anticipated would lead to increased productivity and subsequently improved food and nutrition security for rural livelihoods, thus, lift small-scale farmers out of poverty. Inefficient and ineffective irrigation systems contribute to excessive wastage of available water resources. The purpose of this study was to analyse the level of technical efficiency in water use by small-scale irrigation farmers in Nwanedi. Specifically, the study aimed to (a) characterise tomato production under small-scale irrigation in Nwanedi, (b) analyse use of water against the yield of tomatoes produced in Nwanedi, as well as (c) evaluate the level of technical efficiency of water-use by small-scale tomato growers in Nwanedi. Data were gathered from 144 small-scale farmers from the Nwanedi irrigation system using a questionnaire with both open and closed-ended questions. Frequency distribution tables and graphs were utilised to describe and characterise small-scale tomato farmers. The Stochastic Frontiers model’s Cobb-Douglas production function and a simple linear regression model were applied to address the second objective, which was to assess water use relative to tomato yield in Nwanedi. For the third objective, which aimed to evaluate the technical efficiency of water use by small-scale tomato growers in Nwanedi, the Cobb-Douglas production function, was employed. The findings of this study revealed that the efficiency levels of small-scale tomato farmers in Nwanedi ranged from 0.09 to 0.91, with an average of 0.59. This highlights the significant variability in tomato farming practices among Nwanedi farmers. Further, Stochastic Frontiers Analysis (SFA) results revealed that electricity as a proxy variable for water use was a significant predictor of farm income. In addition, the research findings revealed the significance of log(electricity)’s coefficient which suggests a meaningful impact on water use for tomato production’s efficiency. This study’s findings have both theoretical and practical implications. Theoretically, the findings contribute to the body of knowledge on water usage by small-scale farmers in irrigation farming environments. Practically, this study provides opportunities for improved monitoring and evaluation of small-scale farmers to address the inconsistencies identified in the findings. Overall, the results of the study would inform strategies for implementing effective and efficient water management practices, aimed at conserving water and increasing productivity, therefore, the findings it is anticipated, would be are valuable to farmers, extension workers, and policymakers
dc.format.extent1 online resource (xi, 92 leaves)
dc.identifier.apacitationMariba, M. L. (2025). <i>Analysis of Level of Technical Efficiency of Water Use by Small-scale Irrigation Farmers in the Nwanedi Area of Limpopo Province: A case study of tomato farmers</i>. (). . Retrieved from en_ZA
dc.identifier.chicagocitationMariba, Masindi Lodric. <i>"Analysis of Level of Technical Efficiency of Water Use by Small-scale Irrigation Farmers in the Nwanedi Area of Limpopo Province: A case study of tomato farmers."</i> ., , 2025. en_ZA
dc.identifier.citationMariba, M.L. 2025. Analysis of Level of Technical Efficiency of Water Use by Small-scale Irrigation Farmers in the Nwanedi Area of Limpopo Province: A case study of tomato farmers. . . en_ZA
dc.identifier.ris TY - Dissertation AU - Mariba, Masindi Lodric AB - Agricultural water-management practices are being promoted as a way to adapt to climate change, as well as to combat poverty and unemployment. Low-cost and water-efficient irrigation technologies, such as, drip irrigation are believed to have the potential to save water. This it is anticipated would lead to increased productivity and subsequently improved food and nutrition security for rural livelihoods, thus, lift small-scale farmers out of poverty. Inefficient and ineffective irrigation systems contribute to excessive wastage of available water resources. The purpose of this study was to analyse the level of technical efficiency in water use by small-scale irrigation farmers in Nwanedi. Specifically, the study aimed to (a) characterise tomato production under small-scale irrigation in Nwanedi, (b) analyse use of water against the yield of tomatoes produced in Nwanedi, as well as (c) evaluate the level of technical efficiency of water-use by small-scale tomato growers in Nwanedi. Data were gathered from 144 small-scale farmers from the Nwanedi irrigation system using a questionnaire with both open and closed-ended questions. Frequency distribution tables and graphs were utilised to describe and characterise small-scale tomato farmers. The Stochastic Frontiers model’s Cobb-Douglas production function and a simple linear regression model were applied to address the second objective, which was to assess water use relative to tomato yield in Nwanedi. For the third objective, which aimed to evaluate the technical efficiency of water use by small-scale tomato growers in Nwanedi, the Cobb-Douglas production function, was employed. The findings of this study revealed that the efficiency levels of small-scale tomato farmers in Nwanedi ranged from 0.09 to 0.91, with an average of 0.59. This highlights the significant variability in tomato farming practices among Nwanedi farmers. Further, Stochastic Frontiers Analysis (SFA) results revealed that electricity as a proxy variable for water use was a significant predictor of farm income. In addition, the research findings revealed the significance of log(electricity)’s coefficient which suggests a meaningful impact on water use for tomato production’s efficiency. This study’s findings have both theoretical and practical implications. Theoretically, the findings contribute to the body of knowledge on water usage by small-scale farmers in irrigation farming environments. Practically, this study provides opportunities for improved monitoring and evaluation of small-scale farmers to address the inconsistencies identified in the findings. Overall, the results of the study would inform strategies for implementing effective and efficient water management practices, aimed at conserving water and increasing productivity, therefore, the findings it is anticipated, would be are valuable to farmers, extension workers, and policymakers DA - 2025-05-16 DB - ResearchSpace DP - Univen KW - Analysis KW - Efficiency KW - Farm KW - Nwanedi KW - Small-scale agriculture KW - Stochastic frontiers regression techniques KW - Technical efficiency KW - Water-use efficiency LK - https://univendspace.univen.ac.za PY - 2025 T1 - Analysis of Level of Technical Efficiency of Water Use by Small-scale Irrigation Farmers in the Nwanedi Area of Limpopo Province: A case study of tomato farmers TI - Analysis of Level of Technical Efficiency of Water Use by Small-scale Irrigation Farmers in the Nwanedi Area of Limpopo Province: A case study of tomato farmers UR - ER - en_ZA
dc.identifier.urihttps://univendspace.univen.ac.za/handle/11602/2878
dc.identifier.vancouvercitationMariba ML. Analysis of Level of Technical Efficiency of Water Use by Small-scale Irrigation Farmers in the Nwanedi Area of Limpopo Province: A case study of tomato farmers. []. , 2025 [cited yyyy month dd]. Available from: en_ZA
dc.language.isoen
dc.relation.requiresPDF
dc.rightsUniversity of Venda
dc.subjectAnalysis
dc.subjectUCTDen_ZA
dc.subjectEfficiency
dc.subjectFarm
dc.subjectNwanedi
dc.subjectSmall-scale agriculture
dc.subjectStochastic frontiers regression techniques
dc.subjectTechnical efficiency
dc.subjectWater-use efficiency
dc.subject.ddc631.5870968257
dc.subject.lcshFarms, Small -- South Africa -- Limpopo
dc.subject.lcshFarms, Small -- South Africa -- Limpopo
dc.subject.lcshLand tenure -- South Africa -- Limpopo
dc.subject.lcshIrrigation farming -- South Africa -- Limpopo
dc.subject.lcshWater use -- South Africa -- Limpopo
dc.subject.lcshWater supply -- South Africa -- Limpopo
dc.titleAnalysis of Level of Technical Efficiency of Water Use by Small-scale Irrigation Farmers in the Nwanedi Area of Limpopo Province: A case study of tomato farmers
dc.typeDissertation

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