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Relationship between Credit risk management and financial performance: empirical evidence from microfinance banks in Kenya

机译:信用风险管理与财务绩效之间的关系:肯尼亚小额信贷银行的经验证据

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Effective Credit risk management enhances financial performance of Microfinance banks. A sound Microfinance banking subsector is vital for economic development as the sector supports low end entrepreneurs operating SMEs that form the bulk of Kenyan economy. In Kenya the microfinance banking subsector has been faced with risk management challenges. This necessitated the adoption of the Risk Based Supervision approach of supervising Microfinance banks in 2010. Additionally CIS feature was extended to MFBs to check on credit default. Despite these efforts, most MFBs are recording negative growth even with increased number of Microfinance bank licences being granted. The level of profitability and sustainability of the sector dropped significantly with ROE and ROA reported at 8% and 1% respectively. Non-performing loans increased by 6.9 percent and Risk coverage ratio shows a worrying negative trend. Hence the major objective for this study was to establish the relationship between Credit risk management and financial performance of Microfinance banks in Kenya. Specific objectives were: to establish the relationship between Portfolio at risk (PAR) and performance of MFBs and to determine the relationship between loan loss Provision coverage ratio (LLPCR) and performance of MFBs. Longitudinal research design utilizing panel data covering the period from 2011 to 2015 was used. Target population comprised 12 licensed MFBs. Purposive sampling was used to obtain a sample of 6 MFBs. Document analysis guide was used to gather secondary quantitative data from the MFBs financial reports. Descriptive statistics were used to show the trend of MFB risk exposure and performance. Pearson correlation was used to determine strength and association among variables. Panel data analysis based on system GMM technique was used to estimate a multiple regression model and test for significance of relationship between Risk management and financial performance. The findings were that Credit risk management with PAR and LLPCR parameters had a strong negative correlation (r=-0.68), giving a significant negative relationship with both ROAA and ROAE performance measures as depicted by regression coefficient of -0.2 estimated by GMM. Thus, the study concluded the existence of a significant relationship Credit risk management and performance and that credit risk management impacts performance of MFBs. The study recommended that Credit managers should operate under a sound credit granting process with well-defined credit-granting criteria detailing the MFB’s target market, a thorough understanding of the borrower, purpose & structure of the credit, and its source of repayment.
机译:有效的信用风险管理提高了小额信贷银行的财务绩效。声音小额信贷银行分部门对经济发展至关重要,因为该部门支持低端企业家营业中小企业,形成了肯尼亚经济的大部分。在肯尼亚,小额信贷银行分部门面临着风险管理挑战。这需要通过2010年监督小额信贷银行的风险监督方法。另外,CIS功能延长至MFB,以检查信用违约。尽管有这些努力,但大多数MFB正在录制负增长,即使被授予的小额信贷银行许可数量增加。该部门的盈利能力和可持续性水平显着落后于8%和1%的獐鹿和ROA显着下降。不良贷款增加了6.9%,风险覆盖率呈现出令人担忧的负面趋势。因此,本研究的主要目标是建立信贷风险管理与肯尼亚小额信贷银行的金融业绩之间的关系。具体目标是:建立投资组合之间的关系(PAR)和MFB的表现,并确定贷款损失条款覆盖率(LLPCR)与MFB的绩效之间的关系。利用面板数据覆盖2011年至2015年的纵向研究设计。目标人口包含12个许可的MFB。用目的采样用于获得6 MFB的样品。文档分析指南用于从MFB财务报告中收集二次定量数据。描述性统计数据用于展示MFB风险曝光和性能的趋势。 Pearson相关性用于确定变量之间的强度和关联。基于系统GMM技术的面板数据分析用于估计风险管理与财务表现之间关系的多元回归模型和测试。结果表明,具有PAR和LLPCR参数的信用风险管理具有强烈的负相关(R = -0.68),其与ROAA和ROAE性能措施的显着负面关系,如GMM估计的回归系数所示。因此,研究得出结论,存在重大的关系信用风险管理和绩效以及信用风险管理影响MFB的绩效。该研究建议,信用经理应根据合理的信贷授权进程运作,具有明确的信贷授予标准,详细说明了MFB的目标市场,对借款人,信贷的借款,宗旨和结构以及还款来源进行彻底了解。

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