Description: Presented at Living to 100 Symposium, January 2011. This paper addresses the question of how socioeconomic and demographic characteristics, health status and health behaviors are associated with oldest-old mortality and survivorship among people who have survived to old age. Data comes from the 1990-91 National Health Interview Survey’s Health Promotion and Disease Prevention Supplement and the mortality follow-up through 2002. The results indicate that activity limitation and exercise status, in combination with education, play an important role in survival into ages between 65 and 85, but have a smaller effect on survival among the oldest-old population of 85+.

Description: Presented at Living to 100 symposium, January 2011. Using longitudinal data from the Canadian National Population Health Survey, this paper seeks to identify social, behavioral and psycho-social factors associated with change in health status to provide insight for the aging baby boomers to help them foster a healthy aging experience.

Description: Presented at Living to 100 symposium, January 2011. This paper investigates dynamic properties of age trajectories of physiological indices and their effects on mortality risk and longevity using longitudinal data on more than 5,000 individuals collected in biannual examinations of the Framingham Heart Study original age group during about 50 subsequent years of follow up.

Description: This report explores AI bias in insurance and health data, highlighting the ethical role of actuaries and offering cross-disciplinary guidance for fairer decision-making systems.

Description: This article summarizes statutory reporting and the Pinciple-Based Initiative that the Academy, the industry and the regulators have been working on in the U.S. It addresses whether a principles-based approach will simplify reporting regulations and make them more flexible.

Description: The use of data to assess risk is not new to the life insurance industry, but has historically been limited to leveraging structured data. Join us as we discuss the next frontier: unstructured data.

Description: It's your first full day of productive learning! Start it off right with a delicious breakfast and warm welcome.

Description: The recent wave of innovation in GenAI has unlocked an entirely new category of AI applications. Whereas AI has traditionally focused on automation and predictions, LLM’s and Generative AI give us the opportunity to create AI applications that act as copilots. This emphasis on contelligence and empowering knowledge workers has already begun to change the way work is done. High expertise knowledge workers such as actuaries will be able to use this wave of AI Apps to make better decisions and dedicate more of their attention to the parts of the role that require domain expertise and judgement. Join Charles Morris, Microsoft’s Chief Data Scientist for Financial Services, as he talks about the latest advancements in this space and the opportunities it creates for expert knowledge workers. Charles Morris is the Chief Data Scientist for Financial Services at Microsoft. Charles has deep expertise in the financial services domain and works with many of the world’s leading asset managers, banks, insurance companies, and financial platforms to develop and execute their AI strategies.Currently, Charles is focused on applying Generative AI to financial services and advising many top financial institutions in building their own copilots and reimagining their businesses.Charles is a data scientist and machine learning engineer by profession and an expert in MLOps. Before joining Microsoft, Charles practiced data science, machine learning, and cloud engineering in the asset management industry. He has been a featured keynote speaker at several prestigious events and forums and is a highly sought after public speaker in the domain of AI and Innovation.

Description: The Society of Actuaries (SOA) Research Institute released a report summarizing the InsurTech Insights Americas conference held May 24-26, 2022. InsurTech, a concept created 10-15 years ago, is maturing and currently western financial markets are recording a downward trend while inflation is rising. While this downward pressure on financing makes investors more cautious, stakeholders are working towards partnerships to improve the overall effectiveness and purpose of the insurance industry.

Description: This report is presented in the form of a Tableau dashboard and is the sixth public release from this report series and contains the results of an excess mortality analysis for the fourth quarter of 2021. Data from 30 companies representing approximately 69% of the industry’s face amount inforce were included in the analyses in this report. A total of 3.2 million death claims from individual life policies from 2015 through December 31, 2021 make up the basis of the analyses. The report also compares the experience under COVID-19 of the insured population versus the general population.