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Assessing probabilities of financial distress of banks in UAE

机译:评估阿联酋银行财务困境的可能性

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Purpose - Commercial and Islamic banks are important players in the UAE financial market. However, little is known about their financial distress because these financial institutions usually resolve financial distress within their own organisations, which means that outsiders cannot explicitly observe distress. The purpose of the research is therefore to identify the main drivers of financial institutions' financial distress. Design/methodology/approach - The paper estimates a probability distress prediction model using the BankScope Database and the annual reports of UAE financial institutions submitted to UAE Security Exchange Authority. The paper also analyses the impact of macroeconomic information for forecasting financial institutions' financial distress. Findings - The fundamentals of financial institutions in terms of cost income ratio, equity to total assets, total asset growth and ratio of loan loss reserve to gross loans (all these variables with a lag of one year) positively impacted the probability of financial distress in the next year. Recent findings for emerging economies have cast some doubt on the usefulness of macroeconomic information for financial institutions' risk assessment. Similar results are found for UAE financial institutions in predicting the probability of financial distress. Originality/value - This is the first study to provide empirical evidence on the drivers of financial distress of commercial and Islamic banks in UAE during 2000-2008, and to examine the extent of the financial distress that can be can be attributed to internal bank-specific fundamental factors and external factors in the economy.
机译:目的-商业和伊斯兰银行是阿联酋金融市场的重要参与者。但是,对其财务困境知之甚少,因为这些金融机构通常会在自己的组织内解决财务困境,这意味着局外人无法明确观察到困境。因此,本研究的目的是确定金融机构财务困境的主要驱动因素。设计/方法/方法-本文使用BankScope数据库和提交给阿联酋安全交换局的阿联酋金融机构的年度报告来估计概率遇险预测模型。本文还分析了宏观经济信息对预测金融机构财务困境的影响。调查结果-金融机构的基本面,包括成本收益率,权益对总资产,总资产增长以及贷款损失准备金与总贷款的比率(所有这些变量都滞后一年),对中国财务困境的可能性产生了积极影响。下一年。新兴经济体的最新发现使人们对宏观经济信息对金融机构风险评估的有用性产生了怀疑。阿联酋金融机构在预测财务困境的可能性方面也发现了类似的结果。原创性/价值-这是第一项研究,提供有关2000-2008年阿联酋商业和伊斯兰银行财务困境的驱动因素的经验证据,并研究可归因于内部银行的财务困境的程度-经济中的特定基本因素和外部因素。

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