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  • Using Predictive Modeling to Risk-Adjust Primary Care Panel
    Using Predictive Modeling to Risk-Adjust Primary Care Panel This article discusses techniques used to ... create risk scores to help determine appropriate primary care panel sizes for a provider organization. Predictive ...

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    • Authors: Anders Larson
    • Date: Jun 2017
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Health & Disability>Payment models; Predictive Analytics
  • Health Care Insights
    Health Care Insights The SOA provides information about the actuarial career path in health care and predictive ... economics;health care quality;health insurance;health care costs How Actuaries are Changing Health Care with Predictive ...

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    • Authors: Society of Actuaries
    • Date: Apr 2016
    • Competency: Communication>Persuasive communication; External Forces & Industry Knowledge>Actuarial methods in business operations; Professional Values>Practice expertise; Strategic Insight and Integration>Big picture view
    • Topics: Actuarial Profession>Alternative careers; Health & Disability>Health care; Predictive Analytics
  • Health Care (Pricing) Reform
    Health Care (Pricing) Reform This article discusses the use of parametric distributions to model health ... health care cost. ;; Model validation; Modeling efficiency; Sensitivity testing; Complexity science 4294991590 ...

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    • Authors: Syed Mehmud
    • Date: May 2012
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Health Watch
    • Topics: Modeling & Statistical Methods>Estimation methods; Predictive Analytics
  • Better Care Through Understanding the Customer Not Just the Patient
    As actuaries in health care, we spend most of our time focused on reviewing claims, enrollment and clinical ... information is captured while patients are in health care facilities. Yet most people spend only a small fraction ...

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    • Authors: James Dolstad, Craig Cartossa, Justin Hartmann
    • Date: Dec 2021
    • Competency: Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Publication Name: Health Watch
    • Topics: Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health insurance; Health & Disability>Health risks; Health & Disability>Payment models; Predictive Analytics; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques
  • The State of Predictive Analytics in U.S. Health care
    The State of Predictive Analytics in U.S. Health care Health care predictive analytics varies ... State of Predictive Analytics in U.S. Health care Health care predictive analytics varies between payers ...

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    • Authors: Marilyn Medved McGaffin
    • Date: Nov 2016
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Technical Skills & Analytical Problem Solving>Problem analysis and definition
    • Publication Name: Health Watch
    • Topics: Health & Disability>Health risks; Predictive Analytics
  • Unpacking Predictive Analytics for the Long-Term Care Insurance Industry: How New Approaches to Model Visualization Can Support Greater Understanding of Results
    Unpacking Predictive Analytics for the Long-Term Care Insurance Industry: How New Approaches to Model ... Hebig and Joe Long Long-Term Care News, February 2021 The long-term care (LTC) insurance industry has ...

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    • Authors: Joseph Long, Missy Gordon, Michael Bergerson, John Hebig
    • Date: Feb 2021
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Long-Term Care News
    • Topics: Predictive Analytics; Long-term Care>Incidence - Long-term Care
  • Results From the 2017 Predictive Analytics in Health Care Trend Forecast
    Results From the 2017 Predictive Analytics in Health Care Trend Forecast Results of a survey of healthcare ...

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    • Authors: Ian G Duncan
    • Date: Oct 2017
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
    • Publication Name: Health Watch
    • Topics: Predictive Analytics
  • Give Me Some Credibility: Addressing the Challenge of Volatility in Value-Based Contracts—Part 2
    Contracts—Part 2 Discover the key components of value-based care (VBC) contracts and their impact on provider credibility ... Health Watch, May 2023 Value-based care (VBC) in the US health care market is a mechanism that aligns ...

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    • Authors: Maria Knox, James Pisko, Keith Passwater
    • Date: May 2023
    • Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
    • Publication Name: Health Watch
    • Topics: Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health insurance; Predictive Analytics; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques
  • Responsible Machine Learning: Living Up to Our Professional Code of Conduct, ASOPs, and Corporate Requirements
    that continue to have a large impact on the health care industry. However, the technology expected to have ... Numerous use cases for AI’s impact on the health care industry are emerging on a daily basis, and a 2021 ...

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    • Authors: James Dolstad, Abby Steele
    • Date: Aug 2022
    • Competency: Professional Values; Results-Oriented Solutions; Strategic Insight and Integration
    • Publication Name: Health Watch
    • Topics: Health & Disability>Health insurance; Predictive Analytics
  • Back to the Futurism—New and Improved!
    years. As was the case for the 2005 study, was the primary purpose of this study to provide actuaries with ... of economic variables? Absolutely not. Was the primary purpose of the study to create an awareness for ...

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    • Authors: Steven Easson
    • Date: Apr 2021
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics