Description: Accelerated underwriting expert, Ryan Holt, FSA, gives a brief history of the confusion matrix and how its use came into the accelerated underwriting space. An in depth discussion of estimating mortality impact using underwriting audits follows. Three key assumptions that effect mortality impact are discussed. Readers will leave with an understanding of how to estimate mortality impacts using audit results from any new under writing program as well as the considerations that should be taken around key assumptions. Background articles are provided for readers that are less familiar with the subject matter.

Description: The paper describes a cost-benefit analysis to determine the value of electronic health records (EHRs) in life insurance accelerated underwriting programs. Sample cases from a carrier were underwritten pre-EHR and post-EHR and the mortality savings estimates from risk class changes using EHRs was compared to procurement costs. Results were developed to cover a range of scenarios. Factors to consider for carriers evaluating the cost-effectiveness of using EHRs in their own accelerated underwriting programs are also described.

Description: This article details different methods for calculating mortality impact associated with new underwriting programs. A common simplified calculation is compared and contrasted with two first principles approaches. The strengths and weaknesses of both approaches are discussed.

Description: Milliman was engaged by the SOA to conduct two Accelerated Underwriting (AU) surveys, one of direct companies and another of reinsurers. The surveys explored actual results from 2019–2021 and expected results from 2022.

Description: The article summarizes results of a Milliman survey per the title. These products comprise about 40% of the total individual life market, and the survey covers a range of topics on these plans, which should be of interest to a large portion of the life industry.

Description: This article summarizes the findings of the 2020/2021 Milliman UL/IUL/VUL survey. The survey covers a range of specific product and actuarial issues and the results provide a good tool for benchmarking

Description: An overview of Electronic Health Records and how they will enhance risk assessment and automated underwriting in the US.

Description: Key findings from Milliman's 2019/2020 UL/IUL survey. Provides benchmarking for UL/IUL competitors relative to trends in the industry.

Description: How do you develop an accelerated underwriting program? The Accelerated Underwriting Program Development Seminar held in Tampa, Florida on May 22, 2019 answers this question through a series of sessions across various disciplines, including underwriting, actuarial, project management, marketing and data science. This article outlines the key takeaways from each of the industry experts.

Description: In this article, we discuss the future of wearable technology in life insurance. Evidence from recent research shows that low levels of physical activity, as measured by steps per day indicate much higher mortality risk while higher levels of activity correspond with lower risk. The article shares insights of how insurers can use wearables to innovate by improving the customer journey, expanding insurability, engaging customers, promoting healthy lifestyles and improving risk assessment. Lastly, we discuss the challenges and considerations when using new data and technology to ensure success.