Description: Actuaries are leveraging predictive modeling and machine learning more and more as they strive to provide greater value to their stakeholders. Actuarial standards of practice provide guidance around modeling and data. The world has changed significantly over the last few years, so it is important these models be tested for fairness as well as any statistical biases. This article addresses some of the key issues actuaries need to be aware of as Corporations and society work through the responsible us of this technology and underlying data.

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.

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: It was an honor, for Dr. Tianyang Wang, Co-Eeditor of Expanding Horizons, to have this Fireside Chat had a great conversation with Dr. Guillen Guillen Estany in January 2023, and invited her for this featured Fireside Chat interview which resulted in a great conversation.

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: Risks is an international, scholarly, peer-reviewed, open access journal for research and studies on insurance and financial risk management. An upcoming special issue is aimed at bringing novel research on quantitative modeling and empirical findings in finance and risk management to a broad audience of academic researchers, industry professionals and regulators.

Description: President Roy Goldman speech at the SOA 2020 Virtual Annual Meeting & Exhibit.

Description: This is the first article in the new "Fireside Chat" series which intends to honor highly accomplised academic actuaries and allow them to share their insights into academic careers with young scholars. This article is mainly based on an interview with Dr. Edward Frees (Jed), one of the most accomplished actuarial professors.

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 Society of Actuaries (SOA) has recognized the University of Waterloo and the University of Manitoba as University-Earned Credit (UEC) Centers of Actuarial Excellence (CAE). With this UEC designation, students at these universities can earn credit for designated SOA exams by attaining a required score on university coursework.