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Healthcare risk adjustment and predictive modeling
- Author / Creator
- Available as
- Physical
Details
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- Creator
- Ian Duncan
- Format
- Books
- Language
- English
- Publication
-
- Winsted, Conn. : ACTEX Publications, ©2011
- Series
- Physical Details
-
- x, 338 pages : illustrations ; 26 cm
- ISBNs
- 9781566987691, 1566987695
- OCLC
- ocn711828846
- Includes bibliographical references (pages 329-334) and index.
- Introduction to health risk -- Models for predicting health costs -- Data: the raw material of modeling -- Clinical identification algorithms -- Grouper models -- Development and construction DRGs, DCGs, and ETGs -- Introduction to modeling -- Linear regression models -- The generalized linear model -- Logistic regression models -- Tree-based methods -- Artificial neural networks -- Medicaid risk adjustment -- Risk adjustment in Medicare -- Risk adjustment and health care reform: the example of Massachusetts -- Developing and using predictive models for care management programs -- Provider efficiency assessment and reimbursement using risk adjustment -- Developing a predictive model for depression severity -- A predictive model for disability underwriting profitability -- Predictive modeling and risk adjustment outside the United States
Subjects
- Health risk assessment.
- Medical care, Cost of.
- Health status indicators.
- Risk Adjustment -- methods.
Medical Subject Heading
- Health Care Costs -- trends.
Medical Subject Heading
- Health Status Indicators.
Medical Subject Heading
- Models, Statistical.
Medical Subject Heading
- Health Care Reform.
Medical Subject Heading