Description: New digital data known as alternative data is everywhere. Our industry has seen the financial, and hi-tech industries leverage new digital data to expand their key offerings and core services. From the lens of the global life and health industry, new digital data is still searching to be further understood. Risk assessment is a current focus area for using alternative data. A key question is even though risk assessment has always been data-driven, can it now move to the next level with the arrival of this alternative data. Can we use alternative data to make the risk assessment process quicker, cheaper, or faster thereby driving more sales and better conversion rates. It is an exciting time! With the increased adoption of health and well-being apps, data such as physical activity, nutrition, sleep, and mental wellness is now readily available. Expanded data such as digital biomarkers, IoT data, electronic health records and many more can also be accessed. However, how to effectively implement alternative data remains a challenge across the industry. We firmly believe it is, and will continue to be, imperative to take a structured approach to alternative data through a set of key considerations and a framework of principles.

Description: Accelerated underwriting is changing the world of consumer engagement. The newness and overhaul of these programs creates challenges for development, coordination and management. This seminar will take attendees through how the market is developing, the major pricing, underwriting, and marketing considerations, and what regulators are considering with regard to these programs. At the conclusion of this seminar, attendees will: • Discuss trends in accelerated underwriting • Understand the issues that arise when developing an accelerated underwriting program • Understand best practices in developing an accelerated underwriting program • Explain the impact of accelerated underwriting on underwriting, pricing, marketing and compliance

Description: Advice and lessons learned from two industry leaders on how to account for organizational culture and strategy, InsurTech, and customers in order to build a winning environment for innovation and execution.

Description: As companies implement PBR, this article outlines challenges regarding the treatment of accelerated underwriting under VM-20 and in light of future innovation.

Description: The article focuses on the use of predictive analytics in the development of experience studies, pros and cons of using predictive analytics versus traditional techniques, and the implications for setting assumptions and improving profitability.

Description: NewsDirect article that discusses the benefits of automating the underwriting process. Underwriting speed, the east of case submission and sales support stand out as the most important factors.

Description: This is an article that has excerpts from each of the four winning papers of a contest sponsored by the Society of Actuaries on the subject of visions of the life insurance industry in 2020.

Description: Presented at May 2005 Spring Meeting. Panelists discuss the insuring of the aging population in respect to assessment of the health of the insured and resulting mortality costs.

Description: Presented at May 2002 Spring Meeting. This session addresses the important elements in designing preferred risk products. Theoretical and pragmatic approaches to establishing a sound policy for setting underwriting requirements and mortality assumptions are discussed, including the real mathematics of preferred risk classification, distribution of risk profiles by age and the key elements of age-specific underwriting.

Description: This session 84I of the 2001 SAO Annual Meeting in New Orleans is about how many insurers are migrating toward Web-based interactive underwriting systems in order to economize and streamline the underwriting process. This requires some radically different techniques well beyond the time-honored traditional approaches. From the Record of the Society of Actuaries, Vol 27, No. 3

Description: Panelelists at this session at the SOA 1998 Maui I Spring Meeting present their thoughts on how life and disability risk assessment and underwriting might be performed in the 21st century. Focus is on how technology can change and speed up the process.

Description: This session at the SOA 1990 San Francisco Spring Meeting presents an overview of risk classification, what principles define a sound system, changes in underwriting due to expert system technology, and determining the value of laboratory tests.

Description: This session at the SOA 1990 Hartford Spring Meeting is about the trends in risk classification and selection criteria used for underwriting risks for individual life insurance. Use of various laboratory tests based on analysis of blood and urine samples is discussed.

Description: Medical and underwriting experts discuss medical developments and underwriting practices that could improve mortality rates and risk classification, respectively, in the future. From the 1988 Record of Society of Actuaries, Vol. 14, No. 3.

Description: This presentation is a concurrent session from the 1980 Meeting of the Society of Actuaries, held April 14-15 in Hartford, Connecticut. The panelists discuss basic concepts, such as definition and reasons for risk classification, availability vs. pricing class, equality vs. equity -special interest groups, appropriate factors for classification, and controllable vs. non-controllable factors. They also discuss American Academy of Actuaries work on risk classification, regulation, future company practice, including preferred risk, non-smoker, guaranteed issue etc., substandard practices, reinsurance, changing trends in underwriting, privacy laws, and related topics. Discussion from participants is included. From the Record of Society of Actuaries, Volume 6, No. 1.

Description: This 1978 discussion focused on risk classification and privacy, including the following questions: What are the implications of the Privacy Study Commission's recommendations? What legislative developments have occurred? What can be expected? From Record of Society of Actuaries, Vol. 4, No. 3.

Description: Digests of following discussions: 1. Mutual life insurance companies - their objectives and operating philosophy 2. State, provincial, and municipal employee pension plans - financing and other problems 3. Mortality and underwriting of individual policies for large amounts 4. Investing during the 1970's 5. Long-range viability and regulation of corporate pension plans 6. Forecasting the environment for business 7. Liabilities and surplus in the 1970's 8. Changing modes of family life - work and income over the life cycle 9. The role of the actuary in collective bargaining 10. Health insurance in the United States 11. Adjusted earnings