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Testing the effects of financial literacy on debt behavior of financial consumers using multivariate analysis methods

机译:使用多元分析方法测试金融知识对金融消费者债务行为的影响

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摘要

The aim of this paper is threefold. First, to detect and categorize Croatian financial consumers’ financial literacy and analyze whether the different levels of financial literacy is statistically significant in terms of socio-demographic characteristics. The second objective is determining whether a respondent’s debt behavior differs based on their financial literacy. Further, the paper aims to examine sources of different debt behavior in relation to financial literacy. Cluster analysis is used to categorize financial literacy and determine whether a respondent’s financial literacy differs due to gender and level of disposable income. Here, the nonparametric chi-square test is applied. The effects of financial literacy on debt behavior are investigated using a rank-based nonparametric test, specifically the Kruskal Wallis H test. Finally, the paper will examine the source of differences in debt behavior based on different levels of financial literacy, and a post hoc analysis using Dunnett’s C test will be conducted. The results suggest that respondents exhibit different debt behavior due to different levels of financial literacy. In addition, the level of disposable household income per household member was found to be statistically insignificant with respect to different levels of financial literacy, while such levels were found to be statistically significantly different when compared to a respondent’s gender.
机译:本文的目的是三个方面。首先,要对克罗地亚金融消费者的金融素养进行检测和分类,并分析不同程度的金融素养在社会人口统计学特征上是否具有统计意义。第二个目标是根据受访者的财务知识来确定他们的债务行为是否有所不同。此外,本文旨在研究与金融知识相关的不同债务行为的来源。聚类分析用于对金融知识进行分类,并确定受访者的金融知识是否因性别和可支配收入水平而有所不同。在这里,应用了非参数卡方检验。使用基于等级的非参数检验,特别是Kruskal Wallis H检验,研究了金融知识对债务行为的影响。最后,本文将根据不同水平的金融知识来检查债务行为差异的根源,并使用Dunnett的C检验进行事后分析。结果表明,由于金融知识水平的不同,受访者表现出不同的债务行为。此外,发现每位家庭成员的可支配家庭收入水平在不同的金融知识水平上没有统计学意义,而与受访者的性别相比,该水平在统计学上有显着差异。

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