Description: This Q&A article discusses the use of machine learning to analyze unstructured data. Supriya Ramachandra, a data scientist at SIKKA, explains how her team uses natural language processing techniques, technical aspects of neural networks, LSTM modeling, and natural language processing. Machine learning allows for the classification of large amounts of unorganized data, providing actionable information for actuaries.

Description: Savings from biosimilars have accelerated significantly in the past few years. There has been a number of relatively recent biosimilar launches that can help to shape our expectations of the financial impact that could result from this year’s big event. Savings from biosimilars have accelerated significantly in the past few years. There has been a number of relatively recent biosimilar launches that can help to shape our expectations of the financial impact that could result from this year’s big event.

Description: Two years ago, before COVID-19 changed everything about how we provide and receive health care, telehealth was largely provided by third-party vendors to treat a narrow range of acute one-and-done conditions. The value proposition was simple: a fast and easy member experience would drive satisfaction and engagement; high member satisfaction and engagement would drive health plan savings and member retention. Clearly, from the perspective of utilization, telehealth—as a viable alternative to in-person care during a pandemic—worked. And with COVID-19’s nudge—or was that a push?—toward cultural acceptance, the health care system is in a better position to capitalize on telehealth’s original promise of expanded access, lower cost and better outcomes than it was two years ago. But in the wake of the pandemic, it is just as clear to us that if telehealth is to live up to its full potential, some changes are needed. The rest of this article presents five ideas for improving the delivery of telehealth going forward.

Description: This article is an update on the No Surprises Act, which is a U.S. Act aimed to reduce the risk that a person unexpectedly receives out of network charges for their health care visits.

Description: Derek Ray shares his excitement on serving as Chair of the Health Section Council in 2024, including recent section achievements, upcoming activities and a call to action for volunteers to contribute their expertise to the SOA.

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

Description: This article details the medical stop-loss coverages purchased by HMOs, small insurers and providers taking delegated financial risk in payor agreements. Along the way we will identify strategies purchasers often use to save money on medical stop-loss.

Description: The coming wave of biosimilars could dramatically affect prescription drug costs and benefit strategies over the next several years. The launch of many Humira biosimilars in 2023 is the Big Event that will largely determine the impact of the biosimilar wave. Payers have many decisions to make about coverage and formulary tiers. What factors will drive payer decision-making?

Description: Seasoned health actuary Susan Pantely answers questions about being an actuary and a leader

Description: A look back at 2024, reviewing and highlighting the things that the SOA Health Section Council accomplished, including education, research, webcasts, networking, and a new Health Section Council action plan that will be used on an ongoing basis to target, track, and measure areas of focus for the council, to better serve membership.