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Better Care Through Understanding the Customer Not Just the Patient
types of data exist outside a health plan or provider’s walls that would enable us to develop a more holistic ... data sources that can help inform us of a member’s needs and wants. The first two are publicly available ...- 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
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Actuarial Open Educational Resources
methodologies and application of technology. Let’s build the future of actuarial education together. ... for an average session of nearly nine minutes. Table 1 shows the 50 countries with the largest number ...- Authors: Edward Frees, Paul Herbert Johnson, Marjorie Rosenberg
- Date: Nov 2021
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Expanding Horizons
- Topics: Actuarial Profession; Actuarial Profession>Professional development; Predictive Analytics; Predictive Analytics>Modeling techniques
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What Machine Learning Can Do for You
know that machine learning (ML) is out there and it’s all the rage and you've heard the stories. You even ... pitch on what ML can do for you. Here it is. Let’s Start with Linear Regression Remember hearing about ...- Authors: David Romoff
- Date: Feb 2022
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Risks & Rewards
- Topics: Modeling & Statistical Methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Forecasting; Modeling & Statistical Methods>Regression analysis; Predictive Analytics; Predictive Analytics>Modeling techniques
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Give Me Some Credibility: Addressing the Challenge of Volatility in Value-Based Contracts—Part 2
improve credibility enough that a larger provider's own prior period experience can be used directly, ... for providers to trust. Questions of the form “it's not clear or fair that I should be measured based ...- 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
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My PA Certificate Experience
This article is about my experience taking the SOA’s Predictive Analytics Certificate (PA Certificate) ... to hear about my Predictive Analytics journey. Let’s begin with why I signed up for the PA Certificate ...- Authors: Justin Serebro
- Date: Mar 2024
- Competency: Communication; External Forces & Industry Knowledge; Technical Skills & Analytical Problem Solving
- Publication Name: Actuary of the Future
- Topics: Modeling & Statistical Methods; Predictive Analytics; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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Predictiveness vs. Interpretability
interpretability, in the context of life insurance mortality. The two types of models compared are generalized ... trees. DATA USED This study used single life mortality experience data provided by 23 companies for ...- Authors: Kimberly Steiner, Boyang Meng
- Date: Oct 2019
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: CompAct
- Topics: Predictive Analytics; Predictive Analytics>Modeling techniques
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Quantile Regression - A New Actuarial Approach to Claims Estimation
trended to a future rating period as shown in Table 1. Table 1 Trended Two-year Claim Experience for Group ... claims distribution that experience represented, as Table 2 illustrates. Based on this information, you might ...- Authors: Robert Jason Reed (Jason)
- Date: Apr 2020
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Health Watch
- Topics: Health & Disability; Predictive Analytics; Health & Disability>Claims - Health & Disability; Predictive Analytics>Modeling techniques
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Government Sponsored Health Actuarial Initiatives in Colombia
Government Sponsored Health Actuarial Initiatives in Colombia Highlights of two 2018 health ... purchase a voluntary (private) plan, comparable to a U.S. commercial health insurance; however, individuals ...- Authors: Armando Zarruk
- Date: Nov 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: International News
- Topics: Health & Disability>Health risks; Predictive Analytics; Predictive Analytics>Modeling techniques