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: The Health Care Cost Institute (HCCI) recently released their annual health care cost and utilization report on February 13, 2020. This report illustrates employer group commercial health care costs and trends from 2014 – 2018.

Description: This Society of Actuaries Research Brief has been constructed to highlight some of the key features of the pandemic and contemplate the risks for the actuarial profession to consider in their work.

Description: This Society of Actuaries Research Brief has been constructed to highlight some of the key features of the pandemic and contemplate the risks for the actuarial profession to consider in their work.

Description: The Health Care Cost Institute (HCCI) recently released their annual health care cost and utilization report on February 13, 2020. This report illustrates employer group commercial health care costs and trends from 2014 – 2018.

Description: In preparing claims reserves in the annual statement, health insurers and their opining actuaries will generally include a provision for adverse deviation (PAD) in their reserved amount in order to satisfy language in both in the National Association of Insurance Commissioners (NAIC) Health Annual Statement Instructions and in Actuarial Standards of Practice. This article explores the total level of PAD (both implicit and explicit margin combined) included in the reported claims reserves by examining NAIC filing data from 2016 through 2022.

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.

Description: Health brief on impact of COVID-19 cost to health insurers.

Description: The US healthcare system is among the world's most advanced, but is the highest-cost by far. At Swiss Re we studied the highest-cost US Medicare beneficiaries during 2016. The Medicare government program primarily covers seniors and individuals with disabilities. Total Medicare spending during 2016 was nearly USD 700,000,000,000. In our study, the 1% of beneficiaries with costs of USD 125,000 or higher generated 15% of total claim costs. Better understanding of these beneficiaries and their treatment could lead to improved quality and efficiency of care. Analysis of their claims can aid projections of the expected level and variance of costs. We calculated claim costs and rates, and identified higher-cost segments (including inpatient claims, individuals with disabilities or end-stage renal disease, Pacific states including California, and men). We look forward to expanding the analysis in future updates.

Description: Health brief on impact of COVID-19 cost to health insurers.