Description: In recent years, Artificial Intelligence (AI) has taken an increasingly prominent role as a potential tool for improving processes from standard internet searches to its use in improving actuarial modeling through machine learning and other applications. The use of AI models and machine learning could lead additional and ongoing improvement of predictive capabilities in health care reserves resulting in potentially more accurate reserve estimates, financial statements and decreases in model variance.

Description: The Society of Actuaries’ Committee on Finance Research is pleased to make available a research report that develops a framework for applying deep learning and reinforcement learning techniques to optimal dynamic strategic asset allocation for Liability Driven Investment (LDI).

Description: This report examines the impact of the COVID-19 pandemic on mental illness and the impact of mental illness on mortality and longevity in the U.S.

Description: This study provides valuable insights for insurance companies that are considering entering the market of commercial long-term care insurance (LTCI) in the Asia-Pacific markets.

Description: Summarizes the results of a follow-up survey of a panel of experts on COVID-19 to see how views on the disease’s impact on future U.S. mortality may have changed.

Description: This study was undertaken to ensure the ongoing adequacy of the modified 1985 CIDA table as specified in Valuation Manual Section VM-26 for single premium credit disability insurance. In addition, the shift in the distribution of sales by term between contracts issued in previous study periods to 2017 and 2021 was analyzed.

Description: CMS launched the value-based insurance design (VBID) model in 2017, allowing health plans to offer innovative supplemental benefits and incentives to beneficiaries to use high-value services specific to their health care needs or socioeconomic position. CMS's stated goal is to encourage health plans to implement strategies that focus on health equity. The model has evolved over time and has grown tremendously in popularity over the years since it was introduced.

Description: In today's growing supplemental health space, innovative benefit offerings are essential for both marketability and market competition. Discuss the latest trends in accident, critical illness, and hospital indemnity plan design, as well as the regulatory hurdles that can be involved when implementing these new benefits.

Description: This research report introduces Delta Boosting as a new member of the boosting family.

Description: This report provides actuaries and other professionals working with risk, data and analytics or program evaluation in the health care space with considerations and frameworks related to the use of determinants of health (DOH) in data and actuarial work streams. Such frameworks can leverage new data sources to enrich health care data analysis to move beyond traditional data elements, such as age, gender, zip code or health diagnosis.