Description: Quantitative operational risk assessment is essentially based on stochastic scenario modeling of operational loss sequences. Given the lack of reliable historical data in most cases, mathematical methods should meet even stronger requirements in terms of results received and include specific features, namely: rare event analysis, uncertainty analysis and human factor analysis, etc. In this paper, the analytical-statistical simulation approach ASSA is considered as the most flexible approach to stochastic scenario loss sequence modeling and compared with Markov chain, fault/event tree and Monte Carlo, in terms of scenario loss sequence model adequacy and calculation cost. Probabilistic risk analysis software PRAISE and some applications are given. Presented at 2010 Enterprise Risk Management Symposium, Society of Actuaries, April 12-15, 2010.

Description: This paper examines the potential impact of increasing negative commentary by social media users in multiple forums, which can erode the “reputation capital” of a utility. It also offers an approach for successfully addressing that risk and integrating social media risk management practices into existing utility enterprise risk management (ERM) programs.

Description: Many top-performing businesses aren’t just risk aware, but rather risk intelligent. Such a posture helps prepare companies for a major event and can demonstrate to a regulator or auditor that an appropriately strong control framework is in place. Better still, companies gain real strategic value from a “risk adjusted” understanding not only of their threats and vulnerabilities, but also the upside opportunities associated with various risks. It starts with having both qualitative and quantitative information to identify, assess and manage risks. Strategic risk management, at its core, is about creating value by increasing transparency and accountability, and quality of information. More than a mere compliance exercise, effective risk management enables more informed strategic decision making, increased accountability and transparency, a greater likelihood of organizational success, and – ultimately – competitive advantage, as borne out by many studies that correlate risk management and financial results.

Description: This article discusses key considerations to build an incentive compensation program.

Description: This research report is on the incorporation of flood and other catastrophe model results into pricing and underwriting.

Description: Although crisis management remain often seen through a “communication lens”, it has in reality more in common with risk management than usually thought. Both crisis and risk management are anticipatory endeavors, with most of the work being carried out in peace time; both require a deep understanding of the organization’s activities and ecosystem; both have the same overarching objective to enable the organization to survive a brutal change to its usual operating conditions. Developing integration between the two functions would thus go a long way toward a more resilient organization.

Description: This presentation outlines one company's approach to enterprise risk management and how it is used to monitor and control operational risk.

Description: Essays advocating for incentive compensation linked to the level of risk in an organization.

Description: A discussion of Actuarial Aspects of Section 404 of Sarbanes-Oxley

Description: This abstract describes a paper that investigates model uncertainty arising from different ways of treating the operational loss data collection threshold.