Description: The article provides insights about the need for revolutionary actuaries in Saudi Arabia due to the reform that is happening across the kingdom under all sectors. Then I talk briefly about the health sector and the transformation that is happing in the sector, and how qualified health actuaries can contribute to this health reform.

Description: This paper is a primer for actuaries with limited experience in accessing and using public data sets. From Small Talk Newsletter, November 2005, Issue No. 25.

Description: The impact of Medicare on retiree medical. Issue No. 44.

Description: Description of the design and purpose of the military health system and Veterans Health Administration's programs. Covers the types of benefits offered and how these programs differ from typical commercial health systems.

Description: Heatmaps are an effective tool for visualizing changes in cancer incidences over time in large datasets. They can show the impact of screening measures, particularly when targeting specific age groups, and reveal characteristics of individual cohorts.

Description: The big event of 2023 is the launch of multiple Humira biosimilars, which began in January with the arrival of Amgen’s Amjevita on the market. The launch of Amjevita kicks off the process of changing the specialty drug marketplace in the United States. The expectation of the full impact of this big event is very hopeful, but there is still uncertainty several months after its beginning. Humira is the highest-selling drug in the world and has been since 2013 (Figure 1)—except for when COVID-19 projects temporarily surpassed it. The world is eagerly awaiting the launch of multiple biosimilar drugs to compete with Humira and hopefully bring more competitive pricing to the benefit of payers and patients everywhere.

Description: Health claims are not normally distributed. Claims Forecasting can be improved by understanding the entire distribution of plausible values of future claims, for example knowing there is an 80% chance future claims are between $340 and $375 PMPM. Confidence intervals around our estimates allow us to understand for each range around the best estimate (for example +/- 1%) what is the probability that future claims will fall in that range. Quantile Regression is a mathematical technique where you can estimate any percentile of the claims distribution you are looking for as a function of demographics, diagnosis indicators, prior cost variables, or other significant predictors. You can see which coefficients are important at different parts of the distribution. Individual and group distributions can be constructed. There are numerous applications in pricing and underwriting, stop loss, provider profiling, ACO target setting, allocation of group risk charges based on volatility, discounting strategy, and experience analysis.

Description: The letter from the editor thanks all of the authors for their contributions and gives a very quick synopsis of what will be appearing in the June issue.

Description: The article describes changes to the computation of discounted unpaid losses (claim reserves) as a result of the 2017 tax legislation.

Description: Loss ratio formulas that make it a good tool for financial analysis, with modifications for level premium business such as disability income and long term care.