Mechanism and model of credit portfolio diversification

E. Orlova
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Abstract

Under conditions of demand for credit resources growing in Russian economy the importance of credit risks assessment and their influence on the credit organizations efficiency is increased. Empirical studies show that credit risks in the banking today are increasing nonlinearly relative to the main characteristics of the credit — the level of credit risk, credit terms, interest rate. Therefore, the formation of the most acceptable from the point of view of risk reducing of the bank’s credit portfolio is a scientifically based and practically important problem. The aim of the work is to justify the need for and develop a new mechanism for managing the bank's credit portfolio, ensuring its diversification and reduction of credit risks. The materials of the study were the statistical data of the Bank of Russia and Rosstat. Methods used in the work are: system analysis, control theory, statistical data processing and operational research. A mechanism for managing the quality of a bank credit portfolio is proposed, featuring a combination of quantitative and qualitative criteria for assessing the quality of the credit portfolio and allow to monitor of the credit portfolio, to make decisions on approving or rejecting a credit application in accordance with the permissible values of risk factors. A model has been developed for optimizing the structure of the credit portfolio, which makes it possible to form an optimal ratio of long-term and short-term credits, ensuring the maximum yield of the credit portfolio taking into account credit risk in the context of various credit policy types. A practical importance of the investigation are the positive results of the implementation of the proposed mechanism and model of credit portfolio management into the credit organization, ensuring the growth of its profitability and promoting an increase in competitiveness.
信贷组合多元化的机制与模型
在俄罗斯经济对信贷资源需求日益增长的情况下,信用风险评估的重要性及其对信贷机构效率的影响日益凸显。实证研究表明,当今银行业的信用风险相对于信贷的主要特征——信用风险水平、信贷期限、利率呈非线性增长。因此,从降低风险的角度形成最可接受的银行信贷组合是一个具有科学依据和现实意义的重要问题。这项工作的目的是证明需要建立一个新的机制来管理银行的信贷组合,确保其多样化和减少信贷风险。本研究的资料为俄罗斯银行和俄罗斯国家统计局的统计数据。采用的方法有:系统分析、控制理论、统计数据处理和运筹学。建议建立银行信贷组合质量管理机制,以定量和定性相结合的标准来评估信贷组合的质量,并允许对信贷组合进行监控,根据风险因素的允许值作出批准或拒绝信贷申请的决定。建立了优化信贷组合结构的模型,在各种信贷政策类型的情况下,使长期信贷和短期信贷形成最优比例,在考虑信贷风险的情况下,保证信贷组合收益最大化。研究的一个实际意义是,在信贷机构中实施所提出的信贷组合管理机制和模式,确保其盈利能力的增长,促进竞争力的提高,取得了积极成果。
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