Description: This is the SOA website page displaying the table of contents for Risk Management: The Current Financial Crisis, Lessons Learned and Future Implications series of essays.

Description: This research report that provides a literature survey of methodologies applying machine learning to insurance claim modeling.

Description: The National Association of Insurance Commissioners (NAIC) has developed the Group Capital Calculation (GCC) for U.S.-based insurance groups since late 2015. GCC is designed to provide a coherent analytical framework to show a panoramic, transparent view of the interconnectedness, business activities and underlying capital support for an insurance group. The last field testing was completed in May 2019. The final proposal was adopted in late 2020. The Federal Reserve Board (FSB) also recently updated the group capital standard to an aggregation method, which is similar to the NAIC GCC. The Insurance Capital Standard (ICS) is under the development by International Association of Insurance Supervisors (IAIS) for Internationally Active Insurance Groups (IAIGs). It has entered the five-monitoring period from January 2020 to monitor the performance of the ICS V2.0 and the IAIS will perform a comparability assessment of the ICS V2.0 with the Aggregation Method (e.g. NAIC GCC) during this period.

Description: This session will present results of the most recent SOA/LIMRA studies of variable and fixed-indexed annuity policyholder behavior including withdrawal behavior, guaranteed living benefit elections and surrender activity. Conducted annually since 2006, a discussion on the results of these studies show how they have changed over time, as well as areas where the analysis will need to change or expand. After that, the presenters will focus on dynamic lapse for hot money businesses, which is an important topic for fixed deferred annuity. Key takeaways from this area will include an understanding how to differentiate between hot money and warm money, the different formulas used in the industry, and how to adjust an asset portfolio to protect against the risks associated with hot money businesses.

Description: Reunite with members and non-members in the China actuarial community to discuss recent topics and related issues in areas such as macroeconomic sharing, IFRS 17, product strategy, cross-border communication and discussion, and more. Advance your career through learning and networking opportunities, and share your experiences in the finance and insurance industries, as well as other fields related to actuarial science.

Description: This is report summarizes the results of a Joint Risk Management Section sponsored study on negative interest rates and the insurance industry.

Description: Organizations representing the actuarial profession in Canada and the United States have applied an improved methodology to the Actuaries Climate Index® starting with newly released ACI data for fall 2018, and the latest data show the previously reported upward trend in the key five-year moving average ACI metric continues.

Description: The IFRS 17 implementation deadline is near and companies have decisions to make. While many decisions pertain to specific IFRS 17 requirements, others are more strategic in nature. This session will explore key considerations and decisions faced by stakeholders as they finalize their implementation work and determine ongoing best practices in light of this new standard.

Description: 2021 ImpACT Conference -Insurance ALM Survey - Early Results and Best Practices Recording

Description: Newly released spring 2019 data added to the Actuaries Climate Index show that more frequent extreme weather and increases in sea level continue to push the index upward. The ACI’s five-year moving average now stands at 1.16, up from 1.12 last quarter.