Moderating Effect of Entrepreneurship Determinants on the Relationship between Economic Diversification and Sustainable Livelihoods among Fish Farmers in Kakamega County

Daisy Mukoya, C. Ngala, Jairus Simiyu
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Abstract

This study investigates the effect of entrepreneurship determinants on economic diversification and sustainable livelihoods among fish farmers in Kakamega County, Kenya. Entrepreneurship determinants encompass a range of factors including access to finance, training, market information, infrastructure, and supportive institutional frameworks. Economic diversification is vital for reducing reliance on traditional income sources and enhancing resilience to economic shocks, while sustainable livelihoods ensure long-term prosperity while preserving natural resources. The specific objective was to examine the moderating effect of entrepreneurship determinants on the relationship between economic diversification and sustainable livelihoods among fish farmers in Kakamega County. The study was guided by Sustainable Livelihoods Theory. The target population was 4500 fish farmers in Kakamega County from which a sample of 354 fish farmers was selected for the study using the Krejcie and Morgan Table 1970. Data was collected using closed-ended questionnaires. Data collected was analyzed using SPSS version 26. Using descriptive and survey research designs, data was collected from a sample of fish farmers in Kakamega County. The findings reveal significant correlations between entrepreneurship determinants, economic diversification, and sustainable livelihoods. Economic Activity Diversification explained 50.8% changes on sustainable livelihoods. However, when moderated with entrepreneurial determinants, the influence of economic diversification explained 66.3% of the changes in sustainable livelihoods among the fish farmers in Kakamega County. The analysis utilized unstandardized coefficients to elucidate the relationships between variables. In Model 1, Vertical Diversification (B = 0.271, p = 0.000) and Portfolio Diversification (B = 0.488, p = 0.000) significantly influenced Sustainable Livelihoods, while Structural Diversification (B = -0.044, p = 0.493) did not. Model 2 introduced Entrepreneurial Determinant, which exhibited a significant positive effect (B = 0.356, p = 0.000), alongside Vertical (B = 0.111, p = 0.041) and Portfolio (B = 0.329, p = 0.000) Diversifications. In Model 3, while all diversification variables remained significant, the interaction terms showed significant impact, emphasizing the moderating role of entrepreneurial determinants in influencing sustainable livelihoods among fish farmers in Kakamega County. Access to finance and market information emerged as key determinants influencing the ability of fish farmers to diversify their economic activities and achieve sustainable livelihoods. Additionally, supportive institutional frameworks, infrastructure development and access to training were identified as critical enablers of entrepreneurial success among fish farmers. The study concludes by highlighting policy implications and recommendations aimed at enhancing entrepreneurship development, promoting economic diversification, and fostering sustainable livelihoods among fish farmers in Kakamega County and similar contexts.
创业决定因素对卡卡梅加县养鱼户经济多样化与可持续生计之间关系的调节作用
本研究调查了创业决定因素对肯尼亚卡卡梅加县养鱼户经济多样化和可持续生计的影响。创业决定因素包括获得资金、培训、市场信息、基础设施和支持性制度框架等一系列因素。经济多样化对于减少对传统收入来源的依赖和提高抵御经济冲击的能力至关重要,而可持续生计则能在保护自然资源的同时确保长期繁荣。具体目标是研究创业决定因素对卡卡梅加县养鱼户经济多样化与可持续生计之间关系的调节作用。研究以可持续生计理论为指导。研究对象是卡卡梅加县的 4500 名养鱼户,采用 Krejcie 和 Morgan 表 1970,从中抽取了 354 名养鱼户作为样本。采用封闭式问卷收集数据。收集到的数据使用 SPSS 26 版进行分析。采用描述性和调查性研究设计,从卡卡梅加县的养殖户样本中收集了数据。研究结果表明,创业决定因素、经济活动多样化和可持续生计之间存在明显的相关性。经济活动多样化解释了可持续生计 50.8% 的变化。然而,当与创业决定因素进行调节时,经济多样化的影响解释了卡卡梅加县养鱼户可持续生计变化的 66.3%。分析利用非标准化系数来阐明变量之间的关系。在模型 1 中,纵向多样化(B = 0.271,p = 0.000)和组合多样化(B = 0.488,p = 0.000)对可持续生计有显著影响,而结构多样化(B = -0.044,p = 0.493)则没有。模型 2 引入了创业决定因素,它与纵向多样化(B = 0.111,p = 0.041)和组合多样化(B = 0.329,p = 0.000)一起显示出显著的正效应(B = 0.356,p = 0.000)。在模型 3 中,虽然所有多样化变量仍然显著,但交互项显示出显著影响,强调了创业决定因素在影响卡卡梅加县养鱼户可持续生计方面的调节作用。获得资金和市场信息成为影响养鱼户经济活动多样化和实现可持续生计能力的关键决定因素。此外,支持性制度框架、基础设施发展和培训机会也被认为是促进养鱼户创业成功的关键因素。研究最后强调了政策影响和建议,旨在加强创业发展,促进经济多样化,并促进卡卡梅加县和类似地区养鱼户的可持续生计。
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