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Social network: Testing the predictive power of its dimensions in explaining financial inclusion of the poor in rural Uganda

机译:社交网络:测试其维度在解释乌干达农村贫困人口的金融包容性方面的预测能力

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Purpose - The purpose of this paper is to test for the predictive power of each of the dimensions of social network in explaining financial inclusion of the poor in rural Uganda. Design/methodology/approach - The study employed a cross-sectional research design and data were collected from a total of 400 poor households located in Northern, Eastern, Central and Western Uganda. The authors adopted ordinary least square hierarchical regression analysis to test for the predictive power of each of the dimensions of social network in explaining financial inclusion of the poor in rural Uganda. The effects were determined by calculating the significant change in coefficient of determination (R~2) between the dimensions of social network in explaining financial inclusion. In addition, analysis of variance was also used to test for variation in perceptions of the poor about being financially included. Findings - The findings revealed that the dimensions of ties and interaction significantly explain financial inclusion of the poor in rural Uganda. Contrary to previous studies, the results indicated that interdependence as a dimension of social network is not a significant predictor of financial inclusion of the poor in rural Uganda. Combined together, the dimensions of social network explains about 16.6 percent of the variation in financial inclusion of the poor in rural Uganda. Research limitations/implications - The study was purely cross-sectional, thus, ignoring longitudinal survey design, which could have investigated certain characteristics of the variable over time. Additionally, although a total sample amounting to 400 poor households was used in the study, the results cannot be generalized since other equally marginalized groups such as the disabled persons, refugees, and immigrants were not included in this study. Furthermore, the study used only the questionnaire to elicit responses from the respondents. The use of interview was ignored during data collection. Practical implications - Policy makers, managers of financial institutions, and financial inclusion advocates should consider social network dimensions of ties and interaction as conduits for information flow and sharing among the poor including the women and youth about scarce financial resources like loans. Advocacy towards creation of societal network that brings the poor together in strong and weak ties is very important in scaling up access to and use of scarce financial services for improving economic and social well-being. Originality/value - Contrary to previous studies, this particular study test the predictive power of each of the dimensions of social network in explaining financial inclusion of the poor in rural Uganda. Thus, it methodologically isolates the individual contribution of each of the dimensions of social network in explaining financial inclusion of the poor. The authors found that only ties and interaction are significant predictors of financial inclusion of the poor in rural Uganda. Therefore, the findings suggest that not all dimensions of social network are significant predictors of financial inclusion as opposed to previous empirical findings.
机译:目的-本文的目的是检验社交网络各个维度在解释乌干达农村贫困人口的金融包容性方面的预测能力。设计/方法/方法-该研究采用了横断面研究设计,并从位于乌干达北部,东部,中部和西部的400个贫困家庭收集了数据。作者采用普通最小二乘分层回归分析来检验社交网络各个维度在解释乌干达农村贫困人口的金融包容性方面的预测能力。通过计算在解释金融包容性时社交网络各维度之间的决定系数(R〜2)的显着变化来确定效果。此外,方差分析还用于检验穷人关于被纳入经济的看法的差异。调查结果-调查结果表明,联系和互动的维度显着说明了乌干达农村贫困人口的金融包容性。与以前的研究相反,研究结果表明,相互依存作为社会网络的一个维度并不是乌干达农村贫困人口财务包容的重要预测指标。结合起来,社会网络的维度解释了乌干达农村贫困人口金融包容性变化的约16.6%。研究的局限性/意义-研究纯粹是横断面的,因此忽略了纵向调查设计,该调查可能会调查随时间变化的某些特征。此外,尽管该研究使用了总计400个贫困家庭的样本,但由于该研究未包括其他同样边缘化的群体,例如残疾人,难民和移民,因此无法对结果进行概括。此外,该研究仅使用问卷来引起受访者的回应。数据收集过程中忽略了采访的使用。实际含义-决策者,金融机构的管理者和金融普惠倡导者应考虑联系和互动的社会网络维度,作为信息流和在包括妇女和青年在内的穷人之间共享稀缺金融资源(如贷款)的信息渠道。倡导建立使穷人保持强弱关系的社会网络,对于扩大获得和使用稀缺金融服务以改善经济和社会福祉非常重要。原创性/价值-与以往的研究相反,这项特殊的研究测试了社交网络各个维度在解释乌干达农村贫困人口的金融包容性方面的预测能力。因此,它在解释穷人的金融包容性时从方法上隔离了社交网络各个维度的个人贡献。作者发现,只有纽带和互动才是乌干达农村贫困人口财务包容性的重要预测指标。因此,调查结果表明,与以往的经验调查结果相反,并非社交网络的所有维度都是金融包容性的重要预测指标。

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