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  • Climate Risk Analysis for Life and Health Insurance Companies

    Climate Risk Analysis for Life and Health Insurance Companies On March 31, 2022, the SOA Research Institute assembled an expert panel to discuss key considerations related to climate risk ...

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    • Authors: Didier Serre
    • Date: Jun 2022
    • Competency: External Forces & Industry Knowledge
    • Topics: Actuarial Profession; Environment
  • TCFD Best Practices

    TCFD Best Practices The Society of Actuaries (SOA) Research Institute commissioned a study to understand how insurers are responding to the framework used for climate disclosure practices, ...

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    • Authors: Stephen Bochanski, Hannah Clouser , Graham Hall
    • Date: Feb 2022
    • Competency: External Forces & Industry Knowledge
    • Topics: General Insurance (Property & Casualty); Environment
  • 2020-2021 Excess Deaths in the U.S. General Population by Age and Sex

    2020-2021 Excess Deaths in the U.S. General Population by Age and Sex This is an update of a report published originally in June 20211 comparing total U.S. population mortality to baseline ...

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    • Authors: Richard Carlson Leavitt
    • Date: Aug 2022
    • Competency: External Forces & Industry Knowledge
    • Topics: Demography; Demography>Mortality - Demography; Demography>Population data
  • Modeling the Impact of the Great Unwinding on State Medicaid Programs

    Modeling the Impact of the Great Unwinding on State Medicaid Programs This report provides actuaries and other finance professionals with an example of running the Medicaid Unwinding model with ...

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    • Date: Oct 2023
    • Competency: External Forces & Industry Knowledge
    • Topics: Modeling & Statistical Methods
  • Policyholder Behavior in the Tail Risk Management Section Working Group Variable Annuity Guaranteed Benefits 2018 Survey Results

    Policyholder Behavior in the Tail Risk Management Section Working Group Variable Annuity Guaranteed Benefits 2018 Survey Results Results of the PBITT Working Group annual Variable Annuity Survey.

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    • Authors: Society of Actuaries
    • Date: Jan 2019
    • Competency: External Forces & Industry Knowledge
    • Topics: Annuities>Policyholder behavior - Annuities
  • Ethical Use of Artificial Intelligence for Actuaries

    Ethical Use of Artificial Intelligence for Actuaries The scope of this paper is to provide a technical overview of the tools and disciplines currently in AI as well as the forces at work that ...

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    • Authors: Society of Actuaries
    • Date: Sep 2019
    • Competency: External Forces & Industry Knowledge; Professional Values
    • Topics: Actuarial Profession; Technology & Applications
  • Trends in Canadian Mortality by Pension Level: Evidence from the CPP and QPP

    Trends in Canadian Mortality by Pension Level: Evidence from the CPP and QPP This report examines the mortality of Canadian pensioners subdivided by pension level, using data from the Canada ...

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    • Authors: Society of Actuaries
    • Date: Sep 2019
    • Competency: External Forces & Industry Knowledge
    • Topics: Demography; Demography>Mortality - Demography; Pensions & Retirement
  • Population Mortality Observations - Preview of 2017 Experience

    Population Mortality Observations - Preview of 2017 Experience This report reviews estimates of 2017 U.S. population mortality experience from the National Center for Health Statistics’ National ...

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    • Authors: Society of Actuaries
    • Date: Jun 2018
    • Competency: External Forces & Industry Knowledge
    • Topics: Demography>Mortality - Demography; Demography>Population data; Experience Studies & Data>Mortality
  • Annuity Market Pricing Approaches

    Annuity Market Pricing Approaches This report compares the CIA pricing method for estimating group annuity closeout pricing to methods used in the US. assumptions;model validation;group annuity ...

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    • Date: Mar 2019
    • Competency: External Forces & Industry Knowledge
  • Mortality Improvement Rates for AG-38 for Year-End 2017

    Mortality Improvement Rates for AG-38 for Year-End 2017 Mortality improvement rates for AG38 for 2017. Life reserves;Statutory Valuation;Mortality rates The Society of Actuaries’ Mortality ...

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    • Authors: Society of Actuaries
    • Date: Dec 2017
    • Competency: External Forces & Industry Knowledge
    • Topics: Experience Studies & Data>Mortality; Life Insurance>Reserves - Life Insurance