Description: This article discusses key considerations and differences in measurement requirements between IFRS 17 and LDTI, leveraging a term insurance example to illustrate potential impacts on liabilities and, ultimately, earnings emergence.

Description: The growing global recognition of the importance of climate-related risks (transition and physical) has triggered a significant demand for research on the interface between climate and actuarial sciences, for example on the impact of risks from climate change on insurance markets and their operations. Furthermore, the systemic nature of climate-related risks underpins actuaries’ need to engage and work with diverse groups of stakeholders, including clients, communities, governments, regulators, boards, and investors. Contributions are invited for a special issue of the Annals of Actuarial Science featuring research on the topic ‘Managing Climate-Related Risks’. This special issue aims to capture leading interdisciplinary thinking, with clear relevance to actuarial problems in pensions and insurance.

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: Actuaries can be well suited to provide consulting to both DB and DC plans. We focus on DC design and the important nondiscrimination test requirements that need to be at the core of a plan design project. Plan design for DC plans seems easy, but should not be looked at any less seriously than DB plan design. The key steps are the same as DB plan design. We review key concepts that plan design actuaries want to know.

Description: In this article, we introduce a novel machine learning-based model that analyzes and predicts policyholder behaviors at the individual policy level. Policyholder embedding representations are learned using a Recurrent Neural Network (RNN) that takes into account the sequence of historical transactions associated with a policy. Additionally, a Neural Network with a multi-head architecture is trained to predict the policyholder's next action based on the policyholder embedding and other policy attributes. The resulting model offers several advantages over traditional experience studies and assumption-setting methods, including the ability to set policy-level assumptions that improve reserve accuracy, predict multiple behaviors simultaneously while capturing the interrelationships between them, and generate policyholder embedding representations that are useful for segmentation.

Description: Artificial intelligence (AI) at the heart of new digital tools allows actuaries to extract structured data useful for creating more precise risk assessment models. This technology sits best alongside the expertise of insurance professionals who have years of experience in the industry. RGA’s partnership with DigitalOwl is an example of how AI combines with human knowledge for the best outcomes.

Description: With coinsurance of an existing block of long-duration insurance contracts, there may be existing reinsurance that remains in force. The new coinsurance is typically net of such “inuring reinsurance.” In this article, we look at approaches that the new reinsurer might apply to account for the effects of inuring reinsurance.

Description: After years of discussion and debate, PrinciplesBased Reserving (PBR) is finally a reality. Small insurance companies have a unique opportunity to decide between electing for the company-wide exemption or adopting the PBR methods. This article discusses the benefits and challenges of the options available to small insurers under VM-20 as well as best practices that have been found along the way.

Description: The SOA has recognized the actuarial programs at Purdue University, West Lafayette, IN, and Robert Morris University, Moon Township, PA, as University-Earned Credit (UEC) Centers of Actuarial Excellence (CAE).

Description: A news release announcing the winners of the 2024 Student Research Case Study Challenge.