Healthcare risk adjustment and predictive modeling
By: Ian Duncan
Publisher: ACTEX Publications; ACTEX Publications, Inc.
Published: 2011
Place of publication: Winsted, Conn
Language: eng
Number of pages: 338
ISBN-13: 9781566987691
Subjects: Risk Adjustment; Health Care Costs; Health status indicators; Health risk assessment; Cost of Medical care; Trends; Health Care Reform; Health Status Indicators; Statistical Models; Methods
Notes: Includes bibliographical references and index.
Table of contents: title: Introduction to health risk; title: Models for predicting health risk; title: Data: the raw material for predictive modeling; title: Clinical identification algorithms; title: Grouper models; title: Development and DRGs, DCGs, and ETGs; title: Introduction to statistical modeling; title: Linear regression models; title: The generalized linear model; title: Non-linear models; title: Tree-based methods; title: Artificial neural networks; title: Medicaid risk adjustment; title: Risk adjustment in Medicare; title: Risk adjustment and health care reform: the example of Massachusetts; title: Developing and using predictive models for care management programs; title: Provider efficiency assessment and reimbursement using risk adjustment; title: Developing a predictive model for depression severity; title: A predictive model for disability underwriting profitability; title: Predictive modeling in the UK and Europe.