Description: While our ability to access and analyze large quantities of data is better than ever, many long-term products suffer from sparse data in critical risk areas, such as deep in-the-money lapse experience and long-term utilization rates for income guarantees. The presenters will explore industry-level annuity experience data for these types of situations, and discuss quantitative approaches to addressing them in pricing and other applications.

Description: The Joint Academy of Actuaries’ Life Experience Committee and Society of Actuaries’ Preferred Mortality Oversight Group’s Guaranteed Issue/Simplified Issue/Preneed Working Group has developed a set of basic mortality tables for Preneed business. Select and ultimate tables for male, female and unisex were developed. All rates in the tables are on a unismoke (or composite) and age-last birthday basis. See the links below for the report and tables in Excel format.

Description: This is a list of members on the Mortality and Morbidity Experience Studies Committees.

Description: The study examines the GLB utilization of over 4.9 million contracts that were either issued during or in force as of 2014.

Description: The Society's Group Disability Insurance Experience Committee has completed their study of termination experience for the period 2009-2017. Included is a preliminary report, consolidated database (CDB), pivot tables and appendices.

Description: Actuarial transformation initiatives often require significant investment in time and resources. However, not all initiatives deliver the desired results. Complex integrations of new data and technology pose a significant challenge for business and technology teams to deliver on time and on budget. This challenge can be overcome if addressed thoughtfully with emerging technology and business-friendly tools which offer benefits to both actuarial business users and technology professionals. In recent years, low-code technology has emerged which empowers actuaries by providing capabilities for data analytics, self-service, and visualization without requiring extensive technical prowess. Pairing these tools with emerging cloud-based data management solutions allows actuaries to quickly manage and analyze large data sets along with enhanced governance and integration. By adopting these technologies, actuaries are empowered to deliver better outcomes for their organizations Come explore a panel of actuarial business and technology experts who will share their insights and experiences on how low-code technology solutions can empower actuaries with better access to data and analytics. The panelists will discuss real-world case studies to demonstrate the practical benefits of these tools and how they can be used to achieve better business outcomes.

Description: In this paper, methods are presented that allow the systematic graduation of multidimensional data subject to linear constraints. With these constraints the practitioner can impose limitations on the graduation that agree with prior knowledge. Discussions of this paper are included.

Description: This article contains a summary of the SOA International Experience Survey of Embedded Value Financial Assumptions. Topics surveyed include discount rate, equity return, fixed return, local government return, inflation, and tax rates.

Description: Come prepared for an engaging workshop where you will have the opportunity to share thoughts on and work through a variety of questions concerning how actuaries must adapt to account for newer underwriting and distribution practices. Seating will be limited for this workshop focused on life actuaries who price and set assumptions for products impacted by new underwriting tools and processes such as accelerated underwriting (AU) or direct-to-consumer (DTC) distribution.

Description: A summary of the 2001 Individual Life and Annuity Expense Study