Changes in Risk Factor Disclosures and the Variance Risk Premium

Matthew R. Lyle, Edward J. Riedl, Federico Siano
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引用次数: 2

Abstract

ABSTRACT This paper examines how changes in risk disclosures affect uncertainty about risk. We measure changes in risk disclosures using the addition and removal of individual risk factors to firms’ 10-K filings, identified via textual analysis of the risk factors section. Our market outcome is the variance risk premium (VRP), which captures the market’s pricing of uncertainty about firm risk. Following recent theoretical predictions, we predict and empirically document that newly disclosed signals of risk factor exposure—reflected in added and removed individual risk factors—decrease the uncertainty surrounding firm risk, as proxied via the VRP. We further confirm that individual risk factors offer incremental insights compared with alternative textual risk measures. Collectively, our findings suggest that textually evaluating individual risk factors reveals information about the uncertainty regarding firm risk. Data Availability: Data are available from the public sources cited in the text. JEL Classifications: G18; G32; M40.
风险因素披露的变化和差异风险溢价
摘要本文探讨了风险披露的变化如何影响风险的不确定性。我们通过对风险因素部分的文本分析,在公司的10-K文件中添加和删除个别风险因素,来衡量风险披露的变化。我们的市场结果是方差风险溢价(VRP),它捕捉了市场对公司风险不确定性的定价。根据最近的理论预测,我们预测并实证证明,新披露的风险因素暴露信号(反映在增加和删除的个体风险因素中)降低了围绕公司风险的不确定性,如通过VRP代理的那样。我们进一步证实,与其他文本风险度量相比,个体风险因素提供了增量见解。总的来说,我们的研究结果表明,文本评估个体风险因素揭示了有关公司风险不确定性的信息。数据可用性:数据可从文本中引用的公共来源获得。JEL分类:G18;G32;M40。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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