Description: T3: TAXING TIMES TIDBITS

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

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

Description: Frist Quarter 2022 updates on tax issues involving: IRS publication of 7702 60-month avg. applicable federal interest rates, OECD Global Minimum Tax, final Foreign Tax Credit regulations issued by Treasury and IRS, Final Regulations on Tax Issues Associated with LIBOR Transition issued by Treasury and IRS, and the Multistate Tax Commission Partnership Project focusing on insurer investment partnerships.

Description: Summary of Administration's FY 2023 Tax Proposals of Interest to Life Insurers

Description: This article provides an alternative method to the computation of the Reduction in Benefits Test under 7702A. Part 1 provided for reduction in death benefits. Part 2 provides for reduction in Qualified Additional Benefits.

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.