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  • Validating a Novel Health Insurance Fraud Detection Method
    Validating a Novel Health Insurance Fraud Detection Method This article describes methodologies for detection and deterrence of Medicare fraud. It also describes the validation of PRIDIT for ...

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    • Authors: Robert D Lieberthal, Elias
    • Date: Aug 2018
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Strategic Insight and Integration>Effective decision-making; Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Risk Management
    • Topics: Economics>Health economics; Enterprise Risk Management; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health information technology; Health & Disability>Health insurance; Health & Disability>Public financing - Health & Disability; Modeling & Statistical Methods>Data mining; Predictive Analytics
  • Ehren Nagel: SOA Predictive Analytics Certificate Has Positively Impacted My Work
    Ehren Nagel: SOA Predictive Analytics Certificate Has Positively Impacted My Work Early in his career, Ehren Nagel, FSA, MAAA, scoured through podcasts and articles about predictive analytics, ...

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    • Authors: Society of Actuaries
    • Date: Nov 2019
    • Topics: Health & Disability; Health & Disability>Chronic health management - Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health information technology; Health & Disability>Health insurance; Health & Disability>Health risks; Health & Disability>Payment models; Predictive Analytics; Health & Disability>Affordable Care Act (ACA); Health & Disability>Association Health Plans; Health & Disability>Claims - Health & Disability; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools; Health & Disability>Electronic medical record
  • Yi-Ling Lin: SOA Predictive Analytics Program Prepares You for Health Care’s Future
    Yi-Ling Lin: SOA Predictive Analytics Program Prepares You for Health Care’s Future Yi-Ling Lin, FSA, MAAA, FCA, started the SOA’s Predictive Analytics Certificate Program to keep pace with the ...

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    • Authors: Society of Actuaries
    • Date: Nov 2019
    • Topics: Health & Disability; Health & Disability>Chronic health management - Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health information technology; Health & Disability>Health insurance; Health & Disability>Health risks; Health & Disability>Payment models; Predictive Analytics; Health & Disability>Affordable Care Act (ACA); Health & Disability>Association Health Plans; Health & Disability>Claims - Health & Disability; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools; Health & Disability>Electronic medical record
  • Assessing Prescription Opioid Risk with Predictive Analytics
    Assessing Prescription Opioid Risk with Predictive Analytics We highlight a new approach leveraging predictive analytics to identify high risk and rising risk opioid users for more effective ...

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    • Authors: Joseph Boschert, Andrew Gaffner, Barbara Collier
    • Date: Oct 2018
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; External Forces & Industry Knowledge>Actuarial theory in business context; Leadership>Thought leadership; Professional Values>Practice expertise; Strategic Insight and Integration>Effective decision-making; Strategic Insight and Integration>Influence decisions; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Health Watch
    • Topics: Demography>Population data; Experience Studies & Data; Health & Disability>Health information technology; Modeling & Statistical Methods>Data mining; Predictive Analytics; Technology & Applications>Analytics and informatics; Health & Disability>Electronic medical record
  • Estimating Probability of a Cyber-Security Breach
    Estimating Probability of a Cyber-Security Breach The purpose of this paper is to define a predictive model, based on known system attributes, for assessing risk associated with information ...

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    • Authors: Society of Actuaries, Arkady Shemyakin, Meghan Anthony, Maria Ishmael, Erik William Santa, Natalie Vandeweghe, Gary Stanull
    • Date: Dec 2016
    • Competency: Strategic Insight and Integration
    • Publication Name: Risk Management
    • Topics: Enterprise Risk Management; Health & Disability>Health information technology; Modeling & Statistical Methods>Bayesian methods; Predictive Analytics; Technology & Applications>Analytics and informatics