Description: This is the second part of a 2 part series on Real options analysis (ROA). This article looks into the limitations of using financial option theory when doing real options analysis with projects that are long-dated and uncertain, such as: 1. First-degree homogeneity, 2. Uncertainty must derive from Brownian motion, and 3. Risk neutrality.

Description: Learn more about improving the modelling of individual decisions.

Description: This article is part of a 2 part series on real options analysis (ROA). Before you can understand the limitations of ROA, you must first understand the difference between risk and uncertainty. This article goes into detail explaining the vast differences between the two phenomena.

Description: While the major market crash subsequent to the widespread contagion of the COVID-19 virus was readily predictable, the rapid recovery and ongoing growth subsequent to it was not. Market dynamics around the recovery resist characterization by most traditional analytical approaches. In examining the circumstances around the emergence of a large retail class of investors, one sees that ingrained human tendencies, particularly optimism bias, have fueled much investor behavior responsible for the recovery. Understanding this makes it possible to predict potential future crashes and develop behavioral interventions for subsequent market recoveries.

Description: Long-term guarantees place unanticipated burdens on companies because of the degree to which the environment can change. These risks are compounded when combined with estimation of policyholder behavior, especially when solid experience data is not available. When risks are properly reflected, long-term guarantees do not always provide value to the customer in excess of the manufacturing cost. The product development actuary is challenged to compare customer value to company cost and use that measurement to identify novel ways to design products to better serve customers.

Description: Risk management techniques do not include system science. System science requires that the uncertainty of the world is incorporated into the results. The articles explains the difference between risk and uncertainty. Learn how risk practices create an overoptimistic view of future outcomes.

Description: Learn more about improving the modelling of individual decisions. This paper explains the concepts of hyperbolic discounting and provides a tool for improving the modelling of individual decisions.

Description: Risk management techniques do not include system science. System science requires that the uncertainty of the world is incorporated into the results. The articles explains the difference between risk and uncertainty. Learn how risk practices create an overoptimistic view of future outcomes.

Description: Numerous behavioral finance theories have emerged in recent years, many of which apply to insurance. The presenters look at key theories and their use in explaining, predicting and inducing behavior from the perspective of the health insurance customer journey.

Description: The author briefly describes a hypothetical example of several unconscious biases in the workplace, drawing upon the behavioral economics work of Kahneman and Tversky. He presents data to refute the snap judgments that are all too common in human interaction.