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: Through the sponsorship of the Robert Wood Johnson Foundation, The Society of Actuaries partnered with Wakely to use their health care data to study the effects of COVID-19 on overall health care claims for individuals with a COVID-19 diagnosis. The conclusion of the study is that individuals with COVID-19 claims had significant increases in health care costs leading up to their months of diagnosis, as well as in the months following their diagnosis. These effects were more pronounced for individuals who were hospitalized due to COVID-19 as well as for individuals with prior co-morbidities. Finally, the overall health care costs of these members plateaued at significantly higher levels than their pre-COVID baselines. In fact, all the main membership cohorts experienced claim levels that were at least 20% higher than their pre-COVID starting points.

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: On March 6, 2023, The Wall Street Journal hosted its Health Forum, a hybrid all-day event. The virtual meeting featured 11 different events. This white paper focuses on those events. The sessions were informative and fast-paced, with each one providing a quick hit of relevant and cutting-edge information around health care.

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: 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: Using the Health Care Cost Institute (HCCI) database, we examined which characteristics best predict and describe high-cost members.

Description: In this video Mitchell Momanyi, FSA MAAA presents an informative breakdown of Medicare Advantage plans, delving into the intricacies of this alternative to traditional Medicare. Covering the inception of Medicare Advantage and its evolution, Momanyi explores the managed care companies offering Part C coverage, emphasizing the role of provider networks coordinated care. Concluding with key considerations for beneficiaries, Momanyi stresses the importance of weighing the pros and cons between Traditional Medicare and Medicare Advantage, while also emphasizing the evolving nature of the Medicare landscape and the regulatory nuances influencing enrollment decisions. Conributors: Mitchell Momanyi, FSA, MAAA, Deana Bell FSA, MAAA, Matt Emery, FSA, CERA, MAAA, Jon Forster, ASA, MAAA

Description: Early in his career, Ehren Nagel, FSA, MAAA, scoured through podcasts and articles about predictive analytics, long suspecting this was a field with potential for him.