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: An overview of bias and fairness in machine learning models, as they apply to use cases in life insurance.

Description: In this article, Aneesha Deshpande examines how Hagerty's complementary business models- specialty insurance and automotive lifestyle and membership services- are a result of a deep understanding of customer needs.

Description: Frequently Asked Questions about the SOA's University-Earned Credit (UEC) program.

Description: This month, Expanding Horizons had the opportunity to interview Tim Boonen, the winner of the Society of Actuaries’ (SOA’s) second Actuarial Science Early Career Award.

Description: A discussion with an experienced actuarial manager on how the COVID-19 pandemic has impacted people management and what we can learn and apply in the actuarial profession going forward.

Description: Educational opportunities for those interested in Long Term Care.

Description: This research summarizes surveys of individuals 85+ years old, and children of individuals 85+ years old looking at post-retirement experiences.

Description: We discuss a teaching program for new actuarial science and risk management & insurance educators at Georgia State University that includes the following topics: - Introducing insurance - Syllabus construction - Creating content and actively engaging students - Student motivation and career paths - Assessment and grading rubrics - Professional ethics and other

Description: This paper uses the ideal quasi-natural experiment of government-subsidized agricultural insurance program phased out in different regions of China since 2007 to study the effects and transmission mechanisms of the program on alleviating regional poverty using a multi-period Difference-in-Differences (DID) approach. Specifically, this paper identifies the causal effects on the incidence, depth and intensity of poverty among rural residents. The research has important policy implications. First, this paper uses the program as a case to provide a research paradigm to estimate effects of implementing policy instruments that combine markets and government mandates. Second, as common prosperity is now a government imperative, the research also provides insights into ways insurance can be used to hedge income risks, alleviate poverty and help achieve more equitable distribution. The paper has been published on WeChat account of Chinese Association of Actuaries on February 9, 2022. The full version has been published in CSSCI journal Insurance Research, issue 11, 2021.