Description: The article provides a high-level, non-technical, introduction to artificial neural networks (ANNs) and deep learning with an application to risk management. The method relies on typical ANN components such as nodes, activation functions, and optimization through gradient descent.

Description: This article is dedicated to the non-statutory accounting treatment of common credit risk exposures of life insurers but does not cover all aspects of non-statutory accounting standards. It introduces the concept of and the valuation of credit risks, concerning life insurers.

Description: An overview of how the VM-31 requirements for documenting PBR approaches and assumptions can/should reflect the Actuarial Standard of Practice on Modeling, ASOP No. 56

Description: The article provides an overview of the results obtained from the analysis of an embedded (micro) insurance campaign run by an insurtech and mobile network operator in West Africa

Description: This article is an abstract of the Deloitte whitepaper “Financial KPIs in the New World” that will be published in January 2023. It provides a market view of how the new Financial KPIs will be integrated in the insurers’ decision-making process and about the main challenges and opportunities for insurers’ management and external stakeholders in the jurisdictions that have adopted IFRS17 and in particular countries in the EMEA region.

Description: The chair of the International Section of the SOA reports to the section members.

Description: This is the third in a four-part series dedicated to strategies for improving EQ, based on the book Emotional Intelligence 2.0 written by Travis Bradberry and Jean Greaves. In previous issues of The Stepping Stone, I discussed the skills of self-awareness and self-management. In this article, I will share a few more of the book’s strategies and provide examples and personal insights to illustrate how to develop the third skill of social awareness in personal, social, and business situations.

Description: Sustainable operations under changes in accounting principles and solvency standards

Description: There are two key trends in the preneed and final expense insurance market, the first being small independently held preneed insurance companies presenting attractive acquisitional benefits and secondly, changing consumer attitudes may drive increased final expense activity in the future.

Description: Trends in mortality have a huge impact on the insurance industry and its products, risks and profitability. Worldwide, life expectancy has increased continuously over the past decades. However, this progress—even without considering the Covid-19 pandemic—has been subject to strong fluctuations. In recent years, an increase in volatility can be observed. Various aspects—medical science, environment, lifestyle—have influenced the trend in the past. How can the life and health industry move forward in these uncertain conditions? In this article, we examine what has gone before and what can be learned from a closer analysis. What are the main drivers of the historical increase in life expectancy? What characterizes the dynamics of the recent past? How can mortality be projected into the future? How good are our methods of prediction and what are the risks? What risk management options are available?