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Contents

About This Book

About The Author

Acknowledgments

Chapter 1: Introduction

Introduction and Purpose of This Book

Framework of This Book

Our Programming Project

Chapter Outline

How to Use This Book

Disclaimer

Chapter Summary

Chapter 2: An Introduction to the Medicare Program

Introduction and Goals of the Chapter

An Introduction to the Medicare Program

What is Medicare?

Medicare Enrollment and Eligibility

What Is Covered by Medicare?

What Is Not Covered by Medicare?

The Mechanics of Medicare

Chapter Summary

Chapter 3: An Introduction to Medicare Data

Introduction and Goals of This Chapter

A Note on the Source and Structure of Our Claims Data

Part B Carrier Claims Data

Durable Medical Equipment (DME) Data

Outpatient Claims Data

Inpatient Claims Data

Skilled Nursing Facility (SNF) Claims Data

Home Health Claims Data

Hospice Claims Data

Commonly Retained Elements in Administrative Claims Data

Master Beneficiary Summary File

Provider Data

Example: Identification of Emergency Department (ED) Utilization

Example: Identification of Surgical Services

Chapter Summary

Chapter 4: Planning the Research Programming Project

Introduction and Goals of This Chapter

Our Project’s Plan: The SDLC

Our Project’s High-Level Requirements

Our Project’s Quality Assurance Plan

Our Project’s Flowchart

Our Project’s Data Storage and LIBNAMES

Our Research Programming Technical Specifications

Chapter Summary

Chapter 5: Request, Receive, Load, and Transform Data

Introduction

Requesting Medicare Administrative Claims and Enrollment Data

Sources of Medicare Claims and Enrollment Data

Data Available from CMS

Our Project’s Data Requirements and Request Specifications

Contacting ResDAC and Completing Paperwork

Receiving, Decrypting, and Loading Medicare Administrative Claims and Enrollment Data

Receiving Our Medicare Administrative Data

Decrypting Our Medicare Administrative Data

Loading Our Medicare Administrative Data into SAS Data Sets

Algorithms: Transforming Base Claim and Line Level Data Sets into Single Claim-Level Files

Transforming Base Claim and Line-Level Carrier Data into a Claim-Level File

Chapter Summary

Chapter 6: Working with Enrollment Data

Introduction and Goals

Review and Approach

Basics of Medicare Enrollment Data

Our Programming Plan

Algorithms: Identifying Continuously Enrolled FFS Beneficiaries

Why Define Continuously Enrolled FFS Beneficiaries?

How to Specify the Programming for Continuous Enrollment in Medicare FFS

Medicare Part A and Part B Enrollment Variables

HMO Coverage Variable

Date of Death Variable

How to Program in SAS to Define Continuous Enrollment in Medicare FFS

Algorithms: Create or Retain Data Elements for Displaying Results by Certain Characteristics

Coverage Characteristics, Month of Death, Sex, and Race

Age Groups

Geographic Characteristics

Algorithms: Create Final Enrollment Data for Remainder of Programming

Chapter Summary

Exercises

Chapter 7: Measuring Utilization of Services

Introduction and Goals

Review and Approach

Review: Basics of Medicare Claims Data

Our Programming Plan

Algorithms: Delimit Claims by Continuously Enrolled Beneficiary Population

Algorithms: Measuring Evaluation and Management (E&M) Utilization

Algorithms: Measuring Inpatient Hospital Utilization

Algorithms: Measuring Emergency Department Utilization

Algorithms: Measuring Utilization of Ambulance Services

Algorithms: Measuring Outpatient Visit Information

Algorithms: Measuring Utilization of SNF, Home Health Agency, and Hospice Care

Chapter Summary

Exercises

Chapter 8: Measuring Costs to Medicare

Introduction and Goals

Review and Approach

Review: Basics of Medicare Cost

Our Programming Plan

A Note on Payment Standardization and Risk Adjustment

Algorithms: Measuring Evaluation and Management Payments

Algorithms: Measuring Inpatient Hospital Payments

Algorithms: Measuring Total Part A Payments

Chapter Summary

Exercises

Chapter 9: Programming to Identify Chronic Conditions

Introduction and Goals

Review and Approach

Review: Peculiarities of Medicare Data

Our Programming Plan

A Note on the Chronic Conditions Data Warehouse (CCW)

Algorithms: Identifying Beneficiaries with Diabetes or COPD

Algorithms: Evaluation and Management Visits for Beneficiaries with Diabetes or COPD

Algorithms: Diabetic Eye Exams for Beneficiaries with Diabetes

Algorithms: Hospital Readmissions for Beneficiaries with COPD

Chapter Summary

Exercises

Chapter 10: Presenting Output and Project Disposition

Introduction

Synthesis – Review and Approach

Review: Our Accomplishments

Our Programming Plan

Algorithms: Presenting Selected Measurements of Utilization, Cost to Medicare, and Quality Outcomes

Presenting Ambulance Utilization

Presenting Medicare Payments for Evaluation and Management Services by Provider

Presenting Rates of Diabetes and COPD

Algorithms: Presenting Inpatient Length of Stay Information by State

Algorithms: Presenting Mean Medicare Part A Payments per Beneficiary by State and County

Algorithms: Presenting Rates of Diabetic Eye Exams

Production Execution in Batch

Project Disposition

Archiving Materials for Future Use

Data Destruction

Chapter Summary

Exercises

Index

SAS Programming with Medicare Administrative Data

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