商业银行信用风险效率:来自科索沃的经验证据

Arbana Sahiti, A. Sahiti
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引用次数: 3

摘要

商业银行信用风险管理是一项关注可能影响目标实现的事件的职能。管理不当会导致负面的后果或结果。因此,相对于可能产生积极影响的事件,银行通常更关注那些直接损失收入和资金的概率和影响更大的事件。本研究采用二手数据,试图通过发展的DEA(数据包络分析)模型来分析科索沃商业银行的信贷风险管理。该研究涵盖了2008-2016年期间科索沃的七家商业银行,并使用Tobit回归来确定信贷风险效率。估计结果显示,银行效率、资本充足率和贷款之间存在显著的正相关关系。此外,研究发现,银行的效率因素,包括盈利能力、存款、成本、银行规模、GDP增长和通货膨胀,在统计上并不显著。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Commercial Banks’ Credit Risk Efficiency: Empirical Evidence from Kosovo
Commercial banks' credit risk management is a function that focuses on events that may affect the achievement of objectives. Improper management will result in negative consequences or results. Therefore, banks usually pay more attention to events with a higher probability and impact of a direct loss of revenue and capital than events that may result in positive effects. This research adopts secondary data and seeks to analyze credit risk management of commercial banks in Kosovo through a developed DEA (Data Envelopment Analysis) model. The study covers seven commercial banks in Kosovo for the period 2008-2016 and uses Tobit regression to determine credit risk efficiency. The estimation results show a statistically significant positive relationship between bank efficiency, capital adequacy, and loans. Moreover, the study found that banks' efficiency factors, including profitability, deposits, costs, banks size, GDP growth, and inflation, are not statistically significant.
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