Description: This report identifies and makes recommendations regarding possible exposure measures for pricing and analyzing the risks in cyber insurance. Cyber insurance is an insurance product that is designed to provide protection against the financial consequences of a failure or compromise of an organization’s information system as a result of a cyber event.

Description: A Brief covering the impact of COVID-19 on mental health.

Description: The Society of Actuaries’ Aging and Retirement Strategic Research Program is pleased to make available a summary report that highlights key findings from the latest biennial survey, Risks and Process of Retirement. The survey, the eleventh in the series, was conducted online of Americans ages 45 to 80. The purpose of the study is to evaluate Americans’ awareness of potential financial risks in retirement, how this awareness impacts the management of their finances with respect to retirement, and how Americans are managing the process of leaving the workforce. The survey was conducted by Mathew Greenwald & Associates, Inc. The full report of findings is forthcoming and will be posted soon. Additionally, several special topics reports examining aspects of the findings will be posted as they become available.

Description: In this report, we explore the impact of clustering using the Medical Expenditure Panel Study (MEPS) data for children (aged 5 to 17) to build a bridge between oral health and overall health using dental and medical expenditures. We include social determinants of health as cluster input variables using the Partitioning around Medoids (PAM) method to identify children and their families who could potentially benefit from population health management related to oral health.

Description: Chronic Kidney Disease (CKD) affects many lives and has a large impact on health systems around the world. To better understand and predict costs for insurance plan members with CKD in the United States, we built a new model of their individual costs. Our model is the first to explicitly model both the CKD stage transition process and the distribution of costs given those stages.

Description: This report is an update to a 2014 paper related to changes in the continually evolving pension risk transfer landscape. This updated report seeks to discuss pension risk transfer in depth and identify key de-risking actions, alternatives and triggers that impact pension risk transfer strategies.

Description: The aim of this project has three aspects: (1) providing a comprehensive literature review on telematics car driving data analytics; (2) developing various visual tools and a data cleaning procedure for telematics data; and (3) extracting risk factors from individual trips and improving classic classification ratemaking models with those risk factors.

Description: This article presents the Bachelor of Actuarial Science at the University of Bahrain. From the its development to its perspective, we describe the strengths and how academic staff members are taking care of different aspects of the program.

Description: When designing and pricing a healthcare product, it is not only important to know how to model frequency and severity, but it is essential to understand human behavior. Of course, the issue of anti-selection in medical insurance is well known as individuals know more about their health and prior expenditures than an insurer does. This type of behavior is certainly rational, and to be expected.

Description: Article reviews the data a year into the unwinding of continuous coverage provisions in Medicaid, the impact on enrollment counts, how capitation rates have been adjusted, and compares those results to what has been modeled with the SOA Mediciad Unwinding model.