Description: Traditional risk scoring models include only fixed (non-random) demographic and condition-based variables. By including the provider effect as part of the risk scoring model as a random effect, we can get better estimates of provider performance (incorporating practice patterns conditional on patient morbidity profile). This approach can be generalized to study other factors that are now masked in error variance (i.e. area, Social Determinants) but if modeled could give us better estimates of risk

Description: The South African life insurance industry contains the largest life insurance market in Africa, it is highly sophisticated and highly regulated. In the years 2020 and2021, the industry suffered significant mortality losses due toCovid-19. What can we learn from this experience in South Africa?

Description: As actuaries in health care, we spend most of our time focused on reviewing claims, enrollment and clinical data. That information is captured while patients are in health care facilities. Yet most people spend only a small fraction of their time in these facilities. This article explores what types of data are available to actuaries the provide a more holistic view of the member so that a members physical and emotional needs, the social determinants of health can be taken into consideration along with their clinical needs. Two uses cases are presented so actuaries can see how these types of analyses can be leveraged to improve clinical, operational, and financial performance of risk bearing health entities. Understanding the customer (member) not just the patient enables actuaries to provide new insights and values to our stakeholders across a wide range of business and risk applications.

Description: Technology now supports customized non-level death benefits which help consumers optimize their coverage and cost. Creating individual policies and individually pricing them for a level premium quote is the start of personalizing and optimizing coverage and cost for consumers and pricing life insurance policies at the individual consumer level --- a revolution for actuaries.

Description: This article summarizes statutory reporting and the Pinciple-Based Initiative that the Academy, the industry and the regulators have been working on in the U.S. It addresses whether a principles-based approach will simplify reporting regulations and make them more flexible.

Description: This article takes ideas from David Allen, a consultant, executive coach, educator and motivational speaker for methods for stress-free performance, mastering workflow and getting projects under control. He discusses getting organizing, setting priorities and other tips.

Description: Vender Referral Program highlights Thomson-West, a provider of NAIC, state and federal regulations.

Description: New FSA Jordan Erp credits the restructured exam process with providing him with a borad view of the actuarial profession. This article is an overview Erp's experience and the restructured exam process.

Description: This article discusses the Halmstad prize, announces winners and asks for volunteers.

Description: It's your first full day of productive learning! Start it off right with a delicious breakfast and warm welcome.