Analysis into the Factors influencing the Level of Small Scale Household Farmers’ Off-Farm Income amongst the Grape Farmers in Dodoma Tanzania
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Abstract
The grant aim of this study was to assess the various factors that determinethe level of small scale household farmers’ offfarm
income amongst grape farmers in Dodoma. Thestudy appliedthe Tobit econometric technique in investigating the
factors that may explain the households’ decision on whether or not to participate in various off-farm income generating
activities, using household data collected from grape farmers in Dodoma. Due to its failure in specification tests, the study
employed the use of Censored Least Absolute Deviation estimator (CLAD) which is robust to heteroskedasticity and nonnormality
specification problems facing the normal maximum likelihood estimations such as that of Tobit. The results
indicated that the level of income amongst small scale households’ farmers from various off-farm income generating
activities is significantly influenced by asset endowments where by financial assets, human capital assets and physical
assets are the main assets influencing the decision where byhuman capital assetswere the main determinants. The study
went further into proposing policy interventions which includesawareness campaign for off-farm work, revisiting land
ownership policies, provision of loans to farmers, availability of sustainable markets, effective implementation of Kilimo
Kwanza policy and improved rural infrastructure.
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APA
(2026). Analysis into the Factors influencing the Level of Small Scale Household Farmers’ Off-Farm Income amongst the Grape Farmers in Dodoma Tanzania. Afribary. Retrieved June 16, 2026, from http://library.afribary.com/works/analysis-into-the-factors-influencing-the-level-of-small-scale-household-farmers-off-farm-income-amongst-the-grape-farmers-in-dodoma-tanzania
MLA
"Analysis into the Factors influencing the Level of Small Scale Household Farmers’ Off-Farm Income amongst the Grape Farmers in Dodoma Tanzania." Afribary, 6 Jun. 2026, http://library.afribary.com/works/analysis-into-the-factors-influencing-the-level-of-small-scale-household-farmers-off-farm-income-amongst-the-grape-farmers-in-dodoma-tanzania. Accessed June 16, 2026.
Chicago
"Analysis into the Factors influencing the Level of Small Scale Household Farmers’ Off-Farm Income amongst the Grape Farmers in Dodoma Tanzania." Afribary (2026). Accessed June 16, 2026. http://library.afribary.com/works/analysis-into-the-factors-influencing-the-level-of-small-scale-household-farmers-off-farm-income-amongst-the-grape-farmers-in-dodoma-tanzania