Description: The article contains a description of the Emerging Topics Community. The focus of the article is what is a community, what makes the Emerging Topics Community special, and benefits of the Community. Included after the discussion on the community are ways to get involved and be a part of the community.

Description: A look back over 20 years to see how product topics of the day have changed and remained the same.

Description: Review of non public options to finance care including personal savings, revers mortgages, family care and private insurance.

Description: Article discussing how geospatial imagery and high-resolution image technology are transforming property insurance.

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: This is an extension of the 8th edition of the SOA Living to 100 Symposium in the U.S. It brings new perspectives with the combination of long-term care, mortality, ElderTech, pandemic longevity and climate change response to the needs of the elderly population.

Description: This article outlines how Bermuda advanced in global tax compliance through the enactment of the Bermuda Corporate Income Tax (CIT) Act of 2023, which will take effect for tax years beginning on or after January 1, 2025. The Bermuda CIT rules incorporate key foundational definitions from the Organization for Economic Cooperation and Development’s (OECD) Pillar Two GloBE model rules, while also exhibiting significant differences from Pillar Two. The article discusses the various elections available for taxpayers, key mechanics of the CIT, and the latest administrative guidance released by the Government of Bermuda.

Description: As the insurance industry continues to evolve due to a pandemic and rapidly changing economic and regulatory conditions, the role of data scientists and actuaries has become increasingly important. In an interview with the Atidot data science and actuarial team, we discuss what it is like to work at an InsurTech, how data scientists and actuaries can collaborate, and look at some concrete technical examples of where the innovation is having an impact. This article explores what collaboration can look like and how the role of data science and actuary may evolve in the InsurTech industry in the future.

Description: Risk Adjustment continues to be a hot topic in Health Insurance since its emergence. This mechanism came into being as a means of reducing the risk of selection, particularly in marketplaces where underwriting is not allowed, and rating factors are significantly restricted. Risk adjustment serves to adjust premiums to reflect the risk of individual members or overall members as a whole within a particular cohort of a health plan. Risk adjustment is not perfect, as it does not perfectly predict future costs or perfectly adjust for the differences in expected costs. Different marketplaces have different challenges with risk adjustment.

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.