Description: The SOA Research Institute is seeking researchers to study the application of geospatial imagery, high-resolution imagery, and artificial intelligence in loss estimate analytics and underwriting within the insurance industry.

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 report focuses on analyzing and managing climate change and carbon risk in the equity investment portfolios of insurance company and pension fund assets.

Description: This article highlights some of the key elements included in the United States Government Accountability Office (GAO) report to Congress in July 2023 regarding the National Flood Insurance Program (NFIP).

Description: An introductory article for the June 2023 issue of the General Insurance Insights e-newsletter.

Description: The aim of this project has three aspects: (1) providing a comprehensive literature review on telematics car driving data analytics; (2) developing various visual tools and a data cleaning procedure for telematics data; and (3) extracting risk factors from individual trips and improving classic classification ratemaking models with those risk factors.

Description: This research report develops a framework for modeling and pricing cybersecurity risk.