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Determinants Of Non-Performing Loans: An Empirical Investigation Of Bank-Specific Microeconomic Factors

机译:不良贷款的决定因素:对银行特定微观经济因素的实证研究

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The empirical study was undertaken to explore the determinants of non-performing loans (NPLs) of small and medium enterprises (SMEs) sector held by the commercial banks. Stratified sampling technique was used to collect primary data through well-structured survey questionnaire from credit analysts / bankers of 42 branches of 9 commercial banks, operating in the district of Lahore (Pakistan), for 2014-2015. Selective descriptive analysis and Pearson chi-square technique were used to illustrate and evaluate the significance of different variables affecting NPLs. Branch age, duration of the loan, and credit policy were found to be significant determinants of NPLs. The study proposes that bank-specific and SME-specific microeconomic variables directly influence NPLs, while macroeconomic factors act as intermediary variables. The results elaborate various origins of NPLs and suggest that they are primarily instigated by the loan sanctioning procedure of the financial institution. The paper also underlines the risk management practices adopted by the bank at branch level to averse the risk of loan default. Empirical investigation of bank-specific microeconomic factors of NPLs with respect to Pakistan's economy is the novelty of the study. Broader strategic policy implications are provided for credit analysts and entrepreneurs.
机译:进行了实证研究,以探索由商业银行持有的中小型企业(SMEs)部门的不良贷款(NPLs)的决定因素。 2014-2015年,采用分层抽样技术,通过结构合理的调查问卷收集了来自巴基斯坦拉合尔地区的9家商业银行的42家分支机构的信贷分析师/银行的原始数据。选择性描述性分析和Pearson卡方技术用于说明和评估影响不良贷款的不同变量的重要性。分支机构的年龄,贷款期限和信贷政策是不良贷款的重要决定因素。该研究提出,针对银行的和针对中小企业的微观经济变量直接影响不良贷款,而宏观经济因素充当中介变量。结果详细说明了不良贷款的各种来历,并表明它们主要是由金融机构的贷款制裁程序引起的。该文件还强调了银行在分支机构采取的风险管理措施,以规避贷款违约风险。对不良贷款针对巴基斯坦经济的银行特定微观经济因素的实证研究是该研究的新颖之处。为信用分析师和企业家提供了更广泛的战略政策影响。

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