Description: Excel spreadsheet for Extracting Subsets of Data from GHCN Daily Dataset.

Description: The Society of Actuaries Research Institute’s Catastrophe and Climate Strategic Research Program is pleased to release the following essay exploring the Actuarial Role in addressing Severe Thunderstorm Risks.

Description: "Our Climate Risk Modeling for Life actuaries session will discuss: - The history and future of climate regulations - Climate risk modeling 101 - intersection of short term and long term climate modeling - The role of the actuary in climate risk modeling - The impact actuaries can have globally"

Description: At the conclusion of this session, attendees will be equipped to apply relative risk curves in their actuarial work, including the ability to examine dose-response relationships, apply population attributable fractions (PAFs), and develop customized risk models for cause-specific mortality and morbidity outcomes based on individual-level exposures to selected risk factors. These skills are becoming increasingly important as actuaries adopt novel applications of big data and dynamic health information to refine risk assessments and keep pace with global health trends.

Description: A brief introduction to sustainability reporting for actuaries with no previous familiarity with it. The article focuses on UK insurance companies and gives a short overview of the reporting journey that UK insurance companies have been on, with the hope of smoothing the journey for others. The article briefly describes the development and adoption of the framework for sustainability reporting, and discusses some of the practical points and challenges encountered.

Description: This session will highlight the growing significance of climate risk for insurance companies, emphasizing how to prepare for regulatory requirements as well as the impacts on financial stability and operational resilience within the industry. Attendees will gain insights specifically addressing climate risk within insurance operations including enhancing governance structures, ensuring regulatory compliance, identifying and monitoring metrics and key risk indicators, and conducting scenario analyses. Through real-world case studies and perspectives from both life and P&C practitioners, participants will leave equipped with practical strategies to navigate the complexities of climate risk management, foster transparency and accountability, and effectively address the urgent challenges posed by climate risk within their organizations. Learning Objectives: - Understand the evolving landscape of climate risk and regulatory requirements for climate risk disclosure. - Gain insights into effective approaches and current best practices that actuaries and risk modelers may use in performing qualitative and quantitative climate risk scenario analyses. - Learn practical strategies for integrating climate risk considerations into insurance operations.

Description: Professionalism did not start with COVID-19, but it has brought many new situations to our attention.Professionalism is more than just adhering to rules and regulations and it is complex. As an actuary, you need toconstruct your own “moral compass” and be prepared to make the tough personal and work-related decisions asthey arise. While difficult decisions may not be a common occurrence during your careers, your moral compass willmake it possible to act with confidence when something needs to be done. Finally, while the actuarial profession hascodes of conduct, it is ultimately your personal conduct that determines your reputation as a professional

Description: On March 31, 2022, the SOA Research Institute assembled an expert panel to discuss key considerations related to climate risk analysis applied to life and health insurance companies. The panelists were selected to represent a wide and diverse array of opinions, and were encouraged to contribute from their own, individual perspective working in areas such as insurance, reinsurance, state regulation, consultancy, meteorology, and climate finance. A summary of the main discussion points is presented in this report.

Description: The Society of Actuaries (SOA) Research Institute commissioned a study to understand how insurers are responding to the framework used for climate disclosure practices, attempting to identify current practice and best and emerging practice. Used by firms to ensure they manage climate risk appropriately, the framework from the Task Force on Climate-related Financial Disclosures (TCFD) focuses on disclosure of governance, risk management, strategy, and metrics.

Description: This session will cover the latest information on annuity products. It will cover sales levels, product features, and pricing trends. It will also cover latest regulation effects on products and pricing. It will give the audience a well-rounded view of the annuity market and the current environment.