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Real Options in Information Technology Risk Management: An Empirical Validation of Risk-Option Relationships

机译:信息技术风险管理中的实物期权:风险-期权关系的经验验证

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Recently, an option-based risk management (OBRiM) framework has been proposed to control risk and maximize value in information technology investment decisions. While the framework is prescriptive in nature, its core logic rests on a set of normative risk-option mappings for choosing which particular real options to embed in an investment in order to control specific risks. This study tests empirically whether these mappings are observed in practice. The research site is a large Irish financial services organization with well established IT risk management practices not tied to any real options framework. Our analysis of the risk management plans developed for a broad portfolio of 50 IT investments finds ample empirical support for OBRiM's risk-option mappings. This shows that IT managers follow the logic of option-based risk management, although purely based on intuition. Unfortunately, reliance on this logic based on intuition alone could lead to suboptimal or counterproductive risk management practices. We therefore argue that managerial intuition ought to be supplemented with the use of formal real option models, which allow for better quantitative insights into which risk mitigations to pursue and combine in order to effectively address the risks most worth controlling.
机译:最近,已经提出了一种基于期权的风险管理(OBRiM)框架,以控制风险并使信息技术投资决策中的价值最大化。虽然该框架本质上是规定性的,但其核心逻辑还是基于一组规范的风险-期权映射关系,用于选择在投资中嵌入哪些特定的实物期权以控制特定的风险。这项研究从经验上测试了这些映射是否在实践中被观察到。该研究站点是一家大型爱尔兰金融服务组织,具有完善的IT风险管理实践,与任何实际选择框架无关。我们对为50种IT投资而开发的风险管理计划进行的分析发现,对于OBRiM的风险选择映射有充分的经验支持。这表明,尽管纯粹基于直觉,IT经理仍遵循基于选项的风险管理的逻辑。不幸的是,仅凭直觉就依赖于此逻辑可能导致次优或适得其反的风险管理实践。因此,我们认为管理直觉应该通过使用正式的实物期权模型加以补充,该模型可以更好地进行定量化的了解,从而可以对减缓风险进行组合,从而有效应对最值得控制的风险。

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