Description: Analysis of the impact of disease progression and treatment on life expectancy provides perspective on the long term costs to the health care system of chronic medical conditions.

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: ACA Impact on Employers

Description: In this paper, we shine a light on the global public health epidemic of intimate partner violence (IPV). This first paper presents background information on the problem with a focus on health and economic impacts for the actuarial audience

Description: This article on IPV focuses on IPV during the COVID-19 pandemic

Description: Fifty-three percent of Americans responding to a survey conducted by the Society of Actuaries (SOA) Research Institute reported that extreme weather events – including hurricanes, tornadoes, heatwaves, wildfires and flooding – have adversely affected their health.

Description: Introduction to additional actuarial research into development of and regulatory impact, economic impact and consumer impact of prescription drugs in the United States. Intended to further educate actuaries and others who work in this area and motivate more actuarial involvement to increase transparency, increase competition, better align stakeholder incentives and better mitigate total cost of care increases

Description: Social determinants of health (SDoH) have been a topic of growing interest in recent years, yet consensus about what the phrase represents and how health-related social needs should be studied or addressed by employers, health plans, providers and other stakeholders in the business of health care have been lacking. For many, low-income populations come to mind when considering the topic, yet SDoH include a wide range of factors beyond income. Many types of data are available, yet each presents distinct challenges and opportunities for analysis. In this article, we describe some of the underlying context for considering SDoH, as well as some of the potential data sources to consult and challenges to grapple with on this important topic.

Description: Yi-Ling Lin, FSA, MAAA, FCA, started the SOA’s Predictive Analytics Certificate Program to keep pace with the impact big data and predictive modeling is having on the health care industry

Description: A Regulatory Perspective on Rate Review Before and After the Affordable Care Act