Description: Because of its complexity, ensuring the security of cyberspace is one of today’s most significant challenges. As the cyber environment becomes more integrated with the real world, the direct impact of cyber security incidents on business is also heightened. This study aims to develop a generic model that can be applied by any organization. For the validation of the developed cyber risk analysis method, simulations and sensitivity analysis will be performed.

Description: As part of its ongoing effort to provide its stakeholders with useful information on COVID-19, the Society of Actuaries (SOA) recently launched an online conversation about the impact of COVID-19 on retirement risks.

Description: Retirement market study of Latin America in English.

Description: Excel spreadsheet for Extracting Subsets of Data from GHCN Daily Dataset.

Description: On November 30, 2021, the SOA Research Institute assembled an industry expert panel to discuss current issues in actuarial technology. Each participant who volunteered to be part of the discussion was selected because of their management-level responsibilities for the application of technology in an actuarial context. The group was diverse in terms of employment, including company actuaries from life, health, and property/casualty backgrounds, as well as consultants from various kinds of firms. This document summarizes the discussion that occurred during the three-hour meeting. To encourage candor during the discussion, participants were assured that this report would not attribute comments to individuals or companies, so no names appear in the body of the report. The names of those who participated are included at the end of the report.

Description: As results emerged showing the influence of COVID-19 on recent mortality, the Society of Actuaries Research Institute’s Mortality and Longevity Strategic Research Program Steering Committee (MLPSC) began to ponder what it means for the future. Was the coronavirus pandemic just a temporary shock to U.S. mortality with mortality quickly returning to prepandemic levels upon its conclusion or a lingering factor in future U.S. mortality from the potential occurrence of new coronavirus variants, post-COVID-19 conditions (“long COVID”), deferral of needed health care treatment, a fatigued health care system and other elements? Only time will provide the answers to these questions.

Description: The purpose of this analysis is to provide a practical set of changes to the incidence rate modifiers of the 2013 Individual Disability Income Valuation Table to reflect recent industry individual disability income (IDI) claim experience trends from 2005 through 2015. The goal is to have resulting 2005-2015 experience-based incidence modifiers in a workable format to facilitate its use.

Description: The Society of Actuaries released research in 2007, performed by Jim Toole, that develops a model for a U.S. individual life insurance company to consider its potential liability exposure as a result of a pandemic. Sponsored by the Mortality and Longevity Strategic Research Program Steering Committee, this paper updates several model assumptions including mortality in light of COVID-19.

Description: The Society of Actuaries’ Committee on Finance Research is pleased to make available a research report covering the extent to which investment sectors have been contagiously affected by major disasters.

Description: This paper compares two mortality projection models – the latest version of the CMI Mortality Projections Model and the latest version of MIM-2021.Both models were applied to data for England & Wales and the US, and the results were compared.