Description: Identifying and submitting all appropriate ICD-9 diagnosis codes to CMS will result in a higher risk score for the member and increased payments to Medicare Advantage plans. Milliman's HCC prevalence study illustrates the significant variations in HCC prevalence rates by age/gender, geography, and population type and will assist plans in benchmarking the effectiveness of their own diagnosis code capture efforts.

Description: This report discusses drivers of U.S. mortality improvement for the short and long term.

Description: Retirees and their advisors should construct diversified portfolios of retirement income, allocating among various retirement income classes that include Social Security, annuities, and systematic withdrawals from invested assets. This essay discusses the pros and cons of various retirement income generators and the issues with constructing retirement income portfolios.

Description: This essay advocates that the transition from DB to DC plans won't be complete until plan sponsors offer programs of retirement income in their DC plans. The essay discusses the relevant actuarial and behavioral issues.

Description: This article describes some of the drawbacks to the assessment of longevity risk adopted by most practitioners within the UK together with an initiative that provides a platform for an alternative approach that is both (a) more forward-looking in nature and (b) can complement current practices.

Description: The article explores options for defined-benefit retirement plan sponsors to transfer pension risk, focusing on recent trends in the United Kingdom.

Description: A Discussion of why female mortality is higher than male mortality at higher ages.

Description: This report discusses drivers of U.S. mortality improvement for the short and long term.

Description: Pricing longevity swap reinsurance transactions consists of a number of different actuarial tasks, each of which hides potential pitfalls. The article outlines the pricing process, which includes a detailed analysis of current mortality experience of the portfolio to be transferred, choice and calibration of an appropriate model for mortality improvement trends and the calculation of a risk margin which reflects the uncertainty associated with the pricing best-estimate, which includes mis-estimation risk, model risk, longevity basis risk and stochastic uncertainty.

Description: We employ a framework for the classification of mortality evolution patterns to HMD data. We find both supra-regional patterns and outliers from global trends.