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Did the banking sector foresee the financial crisis? Evidence from risk factor disclosures

机译:银行业是否已预见金融危机?来自风险因素披露的证据

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摘要

Beginning in December 2005, the SEC required registrants to discuss "the most significant factors that make the company risky" under the Risk Factors item (Item 1A) in annual reports. The objective of this research is to evaluate the informativeness and timeliness of Item 1A in the setting of the banking industry during the financial crisis of 2008, and to investigate the characteristics of banks that moved fastest in communicating information through Item 1A as the crisis developed. We first document that the average number of risks disclosed by the national banks increased significantly from 2008 to 2009 and the tone of Item 1A, based on a standard dictionary (Loughran and McDonald in J Finance 66(1):35-65, 2011), also became more negative over this period. By creating a dictionary of financial crisis related words in press articles using an application of Latent Dirichlet Allocation, we show that the appearance of those words also increased from 2008 to 2009. Overall, the results support a finding that the banking industry failed to disclose business risk on a timely basis in their item 1A disclosures even though the purpose of this item is to allow firms to communicate information about all eventualities including those that may not be realized. The results also provide some information about the characteristics of the banks that had better disclosures in anticipation of crisis. Our finding suggests that the firms that disclosed earlier did a better job in pro-actively managing their operations over the financial crisis period.
机译:从2005年12月开始,SEC所需的注册人讨论年度报告中的风险因素项目(第1A款)下的“使公司风险最大的最重要因素”。本研究的目的是在2008年金融危机期间,评估商品1A项目1A的信息性和及时性,并调查通过项目1A在危机所发达的情况下宣传信息最快的银行的特征。我们首先根据标准字典(Loughran和麦当劳在j财务66(1):35-65,211)的基础上,国家银行披露的平均风险和项目1a的基调增加了,项目1A的基调在此期间也变得更加负面。通过使用潜在的Dirichlet分配的应用程序创建金融危机的相关词文词典,我们表明这些词的外观也从2008年到2009年增加了。总体而言,结果支持一个发现银行业未能披露业务的结果即使这个项目的目的是允许公司允许公司传达有关可能无法实现的所有事件的信息,否则风险也是及时的披露。结果还提供了有关在预期危机时更好地披露的银行特征的一些信息。我们的发现表明,早些时候披露的公司在积极管理其对金融危机期间的运营方面做得更好。

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