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Internal controls and credit risk relationship among banks in Europe

机译:欧洲银行内部控制与信用风险关系

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Purpose: The study purport to investigate the effectiveness of internal control mechanisms, investigate whether evidence of agency problem is found among banks in Europe and determine how internal controls affect credit risk. Design/methodology: Panel data from 91 banks from 23 European Union countries were studied from 2008-2014. Hausman's specification test suggest the use of fixed effects estimation technique of GLS. Quantitatively modelled data on 15 variables covering elements of internal controls, objectives of internal controls, agency problem, bank and country specific variables were used. Findings: There is still high credit risk in spite of measures being implemented by the European Central Bank. Banks have individual entity factors that increase or decrease credit risk. The study finds effective internal control systems because objectives of internal controls are achieved and significantly determine credit risk. Agency problem is confirmed due to significant positive relation with credit risk. There is significant effect of internal controls on credit risk with specific variables as risk assessment, return on average risk weighted assets, institutional ownership, bank size, inflation, interest rate and GDP. Research limitations/implications: Missing data prevented the use of strongly balanced panel. The lack of flexibility with using quantitative approach did not allow further scrutiny of the nature of variables. However, statistical tests were acceptable for the model used. The study has implications for management and owners of banks to be warry of agency problem because that provides incentive for reckless high risk transactions that may benefit the agent than the principal. Management must engage in actions that profile the company better and enhances value maximization. Rising default risk has tendency to impair corporate image leading to loss of reputational capital. Originality/value: The study provides the use of quantitative approach to measuring certain phenomena within the discipline of internal controls. The study adds to a previous study by same authors and confirming the agency problem in a different approach.
机译:目的:该研究旨在调查内部控制机制的有效性,调查是否在欧洲银行中发现代理问题的证据,并确定内部控制如何影响信用风险。设计/方法:研究了2008-2014年来自23个欧盟国家的91家银行的面板数据。 Hausman的规范测试建议使用GLS的固定效果估算技术。使用关于15个变量的定量建模数据,这些变量包括内部控制要素,内部控制的目标,代理问题,银行和国家/地区特定变量。调查结果:尽管欧洲央行正在采取措施,但信贷风险仍然很高。银行具有增加或减少信用风险的个体实体因素。该研究发现了有效的内部控制系统,因为内部控制的目标得以实现并极大地决定了信用风险。由于与信用风险之间存在显着的正相关关系,因此可以确定代理问题。内部控制对信用风险有重大影响,具有特定变量,如风险评估,平均风险加权资产收益率,机构所有权,银行规模,通货膨胀,利率和GDP。研究的局限性/意义:缺少数据阻止使用高度平衡的面板。由于缺乏使用定量方法的灵活性,因此无法进一步检查变量的性质。但是,对于所使用的模型,统计测试是可以接受的。该研究对银行管理层和银行所有者提防代理问题具有影响,因为这为不计后果的高风险交易提供了诱因,这些交易可能使代理人比委托人受益。管理层必须采取行动,更好地描述公司并提高价值最大化。违约风险上升有损害企业形象的趋势,导致声誉资本的损失。原创性/价值:该研究提供了使用定量方法来衡量内部控制学科内某些现象的方法。该研究增加了同一作者的先前研究,并以不同的方式证实了代理问题。

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