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Risk of Fraudulent Claims and Financial Distress in Non-Life Insurance Companies in Kenya: A Structural Equation Modeling Approach

机译:肯尼亚非人寿保险公司的欺诈性索赔和财务困境的风险:一种结构方程式建模方法

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Financial distress (FD) is a common occurrence in Kenyan commercial sector and is not lacking in non-life insurance companies in Kenya. Several insurance companies have been placed under statutory management for failure to pay genuine claims and other creditors. Insurance companies provide unique financial services, not only to individuals but also to the growth and development of the economy;giving employment to workers and dividends to investors. Financial distress places insurable properties and businesses at risk thus reducing the general public confidence in the insurance sector. For this paper, the goal was to investigate whether fraudulent claims (FC) significantly cause financial distress in non-life insurance companies in Kenya. In accounting for insurance fraudulent claims, increases in fraudulent claims mean a reduction of profitability of an insurer;and payment of fraudulent claims drains the insurer’s cash flow, thus causing financial distress. Out of 37 non-life insurance companies, registered in 2018 in Kenya, four insurers were subjected to Pilot Testing and another four companies declined to participate in the survey. Secondary data from Insurance Regulatory Authority website was retrieved for calculations of Z-scores using Altman’s [1], amended formula. Using the discriminative Z-score formula, 52% of the non-life insurance companies in 2018 were financially distressed, compared to 48% in 2017. However, when considering the average of ten years (2009 to 2018), financially distressed companies were 38%. To confirm this distressful situation, primary data was also collected through a questionnaire. A partial least squares structural equation modelling (PLS-SEM) approach was employed to affirm the researcher’s hypotheses and further test whether theoretical framework was supported by primary data analysis. Goodness-of-fit (GoF) indices were used to assess the model’s goodness of fit. The structural path from FC to FD was found to be significant at 5% level of significance. Financial Distress (FD) increased with an increase in fraudulent claims (FC) (regression coefficient, β= 0.32, 95% CI (0.16, 0.4)). This means that the relationship was significant in this study. In other words, for every unit increase in FC, FD significantly increased by 0.32. However, the indirect effect of FC on FD via IRA was not significant. Hence, IRA supervision was not a significant mediating factor. In a research in the USA by A. M. Best Company [2], alleged fraud in insurance claims was identified as one of contributors of insurance companies’ failure, accounting for 10%. An insurance fraud survey carried out by an audit firm KPMG [3] showed that Kenyans could have paid over Kshs 30 billion to cover for fraud. The researchers further observed that companies’ employees were found to be colluding with policyholders and claims agents to doctor and file illegitimate claims with the insurers. The insurance business classes which are most affected by fraud are motor and medical classes. The researchers recommends that members of staff of insurance companies be trained to effectively detect fraudulent claims;and that the insurance act be amended to give power to the board of directors in stamping out of financial distress in the insurance industry.
机译:财务困境(FD)是肯尼亚商业部门的常见发生,并在肯尼亚的非寿险公司缺乏缺乏。几家保险公司已被置于法定管理层,以便未能支付真正的索赔和其他债权人。保险公司不仅为个人提供独特的金融服务,而且还提供经济的成长和发展;为工人和投资者提供股息。财务困境使得有可保的物业和企业的风险,从而减少了对保险部门的一般公众信心。为此,目标是调查欺诈性索赔(FC)是否在肯尼亚的非寿险公司中显着造成财务困境。在核算保险欺诈性索赔时,欺诈性索赔的增加意味着减少保险公司的盈利能力;并支付欺诈性索赔涉及保险公司的现金流量,从而导致财务困扰。在37家非寿险公司中,在2018年在肯尼亚注册,有四家保险公司经过试点检测,另外四家公司拒绝参加调查。来自保险监管机构的二级数据被检索用于使用Altman [1],修订的公式计算Z分数的计算。利用歧视性Z分数公式,2018年的52%的非寿险公司受到财务困扰,而2017年的48%则为48%。但是,在考虑十年(2009年至2018年)的平均值时,经济上陷入困境的公司是38 %。为了确认这种令人痛苦的情况,还通过调查问卷收集主要数据。采用部分最小二乘结构方程建模(PLS-SEM)方法来肯定研究人员的假设,并进一步测试了主要数据分析是否支持理论框架。良好的健康状况(GOF)指数用于评估模型的合适的良好性。发现Fc至FD的结构路径在5%的重要性水平下显着。财务困难(FD)随着欺诈性索赔(FC)的增加而增加(回归系数,β= 0.32,95%CI(0.16,0.4))。这意味着该关系在这项研究中具有重要意义。换句话说,对于FC的每个单位增加,FD显着增加0.32。然而,FC对通过IRA的FD对FD的间接影响并不重要。因此,IRA监督不是一个重要的调解因素。在A. M.最佳公司的研究中,保险索赔的涉嫌欺诈被确定为保险公司失败的贡献者,占10%。审计公司KPMG进行的保险欺诈调查显示[3]显示,肯尼亚人可以支付30亿美元的欺诈行为。研究人员进一步观察到,公司的员工被发现与保单持有人和索赔代理人勾结,并向保险公司申请非婚生索赔。受欺诈受影响的保险商业课程是运动和医疗课程。研究人员建议培训保险公司工作人员的成员,以有效地检测欺诈性索赔;并修改保险行为,以向董事会提供资金,在保险业的财务困境中造成金融困境。

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