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Articles of interest to health actuaries in the North American Actuarial Journal
one article in Volume 20, No. 1 (March 2016) of direct interest to health actuaries, “Testing Alterna-tive ... Regression Frameworks for Predictive Modeling of Health Care Costs.” However, given the Society of Actuaries’ ...- Authors: Ian G Duncan
- Date: May 2016
- Competency: Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Health Watch
- Topics: Demography>Longevity; Health & Disability>Health insurance; Predictive Analytics
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2023-health-meeting-session-6d
Hear about some applications using quantile regression-derived individual and group claim distributions ... how they may be used in various traditional health care modeling situations. The session will not focus ...- Authors: Society of Actuaries
- Date: Jan 2024
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Experience Studies & Data; Modeling & Statistical Methods; Predictive Analytics
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Charting Change Behavior where Change is Constant: Patrick Getzen, FSA, MAAA
capitalists and technology leaders to solve some of health care’s biggest problems—such as how to address deep technological ... atlas, while his holistic understanding of health care helped him identify new career opportunities and ...- Authors: Society of Actuaries
- Date: Aug 2019
- Competency: Communication>Persuasive communication; External Forces & Industry Knowledge>Actuarial methods in business operations; Professional Values>Practice expertise
- Topics: Actuarial Profession>Alternative careers; Predictive Analytics
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2023-health-meeting-session-5c
Risk adjustment (RA) is a key component for CMS Medicare ... Advantage program and California Medicaid Managed Care program. While both RA programs follow generally ...- Authors: Society of Actuaries
- Date: Jan 2024
- Competency: Professional Values
- Topics: Health & Disability; Predictive Analytics; Social Insurance
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Predictive Analytics Certificate Program Q & A with Robert Eaton
behavior. We also use predictive analytics in long-term care. In the future, the use of predictive analytics ... often looks at long-term care claim duration. When people go on a long-term care claim, we estimate how ...- Authors: Society of Actuaries
- Date: Nov 2018
- Topics: Predictive Analytics
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The Forgery Game: Generative Adversarial Networks
adversarial models must be neural networks, this is the primary focus of active research in the area). TRAINING ... It learns to create them without ever having direct access to them. Another way to think about what ...- Authors: Michael Niemerg
- Date: Apr 2018
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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LTC Population Management: Pursuing Healthful Strategies
Article from Long-term Care News November 2020 LONG-TERM CARE NEWS | 10Copyright © 2020 Society ... NOVEMBER 2020 LONG-TERM CARE NEWS LONG TERM CARE INSURANCE SECTION Long-Term Care Population Management: ...- Authors: Robert Eaton, Missy Gordon
- Date: Nov 2020
- Competency: Strategic Insight and Integration
- Publication Name: Long-Term Care News
- Topics: Long-term Care; Predictive Analytics; Long-term Care>Claims - Long-term Care
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Collaborative filtering for medical conditions
Recent trends in health care legislation have led to a rise in risk-bearing health care provider organizations ... organizations, such as accountable care organizations (ACOs). Entrusted with the care of thousands of patients ...- Authors: Sheamus Parkes, Benjamin Copeland
- Date: Dec 2016
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Health & Disability>Health risks; Predictive Analytics
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Calculating ROI: Measuring Workplace Financial Fitness
program may contribute to reductions in health care costs, costs associated with delayed retirement ... employees. AUGUST 2017 RISK & REWARDS | 15 HEALTH CARE COST SAVINGS A 2014 study from the American Psychological ...- Authors: Gregory A Ward
- Date: Aug 2017
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Results-Oriented Solutions>Assess decision effectiveness
- Publication Name: Risks & Rewards
- Topics: Actuarial Profession>Professional associations; Health & Disability>Health insurance; Predictive Analytics
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2022-affordability-savings
Regression to the mean (RTTM) is inflating your health care intervention evaluations if you are not carefully ...- Authors: Society of Actuaries
- Date: Dec 2022
- Topics: Experience Studies & Data; Modeling & Statistical Methods; Predictive Analytics