Determinants of Internal Fraud and Improper Business or Market Practices in Financial Institutions

Jörg Prokop, Suren Pakhchanyan
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Abstract

With a focus on banks operating in German-speaking countries, we investigate whether operational losses resulting from internal fraud or improper business and market practices correlate with firm-specific variables or financial institutions’ business environment. Based on a multiple regression model, we find that the factors associated with operational loss severity vary across banks’ business lines and that respective regression coefficients sometimes even have opposing signs. In particular, an increase in bank staff is associated with lower operational losses in the “retail banking” subsample but higher operational losses in the subsample including all other business lines. Similarly, while after the introduction of the Basel II accord operational losses are lower in retail banking, they tend to be higher in the non-retail banking subsample. Finally, we observe a negative correlation between operational losses in non-retail business lines and both profitability and bank age. Overall, our findings shed new light on the determinants of operational losses in the banking industry, and they emphasize the importance of maintaining a business line-specific approach to operational risk measurement and management.
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金融机构内部欺诈和不正当商业或市场行为的决定因素
以在德语国家经营的银行为重点,我们调查了内部欺诈或不正当的商业和市场行为造成的经营损失是否与公司特定变量或金融机构的商业环境相关。基于多元回归模型,我们发现与经营损失严重程度相关的因素因银行的业务线而异,各自的回归系数有时甚至有相反的迹象。特别是,银行员工的增加与“零售银行业务”子样本中较低的经营损失有关,但与包括所有其他业务线在内的子样本中较高的经营损失有关。同样,在引入《新巴塞尔协议》(Basel II)后,零售银行的经营损失较低,但非零售银行子样本的经营损失往往较高。最后,我们观察到非零售业务线的运营损失与盈利能力和银行年龄之间存在负相关。总体而言,我们的研究结果揭示了银行业运营损失的决定因素,并强调了维持特定业务线的操作风险测量和管理方法的重要性。
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