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  • 2015 Emerging Risks Survey

    2015 Emerging Risks Survey Research report describing the results of an Emerging Risks Survey conducted in 2015. The report includes comparisons to the previous surveys. ERM;Risk categories;Risk ...

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    • Authors: Max Rudolph
    • Date: Sep 2016
    • Competency: External Forces & Industry Knowledge; Technical Skills & Analytical Problem Solving
    • Topics: Enterprise Risk Management>Risk appetite; Enterprise Risk Management>Risk categories; Enterprise Risk Management>Strategic risks
  • Generative AI – A Roundtable Discussion – October 2023 Update

    Generative AI – A Roundtable Discussion – October 2023 Update On October 7, 2023, the SOA Research Institute assembled an industry expert panel to discuss current issues in GenAI. The group was ...

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    • Date: Nov 2023
    • Competency: Communication; External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Actuarial Profession; Predictive Analytics; Technology & Applications
  • Medicaid Managed Care Underwriting Margin Model

    Medicaid Managed Care Underwriting Margin Model Guidance and a model for actuaries to use when performing their professional services related to Medicaid (Title XIX) and Children’s Health ...

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    • Date: Jun 2022
    • Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Economics; Experience Studies & Data; Health & Disability; Modeling & Statistical Methods; Public Policy
  • U.S. Historical Population Mortality Rates 2000-2020

    U.S. Historical Population Mortality Rates 2000-2020 The Society of Actuaries (SOA) is pleased to present historical U.S. population mortality rates by gender and single year of age for calendar ...

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    • Date: Jul 2022
    • Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Demography; Experience Studies & Data; Health & Disability
  • Emerging Data Analytics Techniques with Actuarial Applications

    Emerging Data Analytics Techniques with Actuarial Applications The aim of this research is to survey emerging data analytics techniques and discuss their evolution and growing use in the ...

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    • Authors: Marie Claire L Koissi, Herschel E Day, Vicki Marie Whitledge (Vicki)
    • Date: Jul 2019
    • Competency: External Forces & Industry Knowledge; Technical Skills & Analytical Problem Solving
    • Topics: Actuarial Profession; Technology & Applications
  • A Review of the Demography of Retirement in the United States

    A Review of the Demography of Retirement in the United States This is the A Review of the Demography of Retirement in the United States paper authored by Jacob S. Siegel for Session 2B of the ...

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    • Authors: Jason Siegel
    • Date: Jul 2020
    • Competency: External Forces & Industry Knowledge; Technical Skills & Analytical Problem Solving
    • Topics: Demography
  • Retirement Strategies

    Retirement Strategies This is the Retirement Strategy Metrics abstract authored by Mark Shemtob for Session 2B of the January 13-15, 2020 Living to 100 Symposium in Orlando, Florida. 7/17/2020 ...

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    • Authors: Mark Shemtob
    • Date: Jul 2020
    • Competency: External Forces & Industry Knowledge; Technical Skills & Analytical Problem Solving
    • Topics: Demography
  • Long-Term Impacts of Exposure to the COVID-19 Pandemic in a Cohort Perspective

    This report evaluates the long-term mortality consequences of the COVID-19 pandemic from a cohort-based perspective using historical mortality data.

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    • Date: Aug 2025
    • Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Demography; Health & Disability; Modeling & Statistical Methods
  • Expanding Health Insurance Access for Substandard Populations in China: Product Design, Morbidity, and Pricing

    This report analyzes insurance product design, morbidity trends, and pricing models for individuals with pre-existing illnesses in China to improve coverage for substandard health populations.

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    • Date: Aug 2025
    • Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Health & Disability; Modeling & Statistical Methods; Public Policy
  • Cyber Risks in the Smart Home Ecosystem: Identification, Modeling, and Pricing

    Cyber Risks in the Smart Home Ecosystem: Identification, Modeling, and Pricing This project enhances the current understanding of cyber risks in the smart home ecosystem from the insurance ...

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    • Authors: Society of Actuaries
    • Date: Feb 2023
    • Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Experience Studies & Data; Modeling & Statistical Methods; Technology & Applications; FinTech & InsurTech