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Healthcare Effectiveness Data and Information Set (HEDIS)
The Healthcare Effectiveness Data and Information Set, more commonly called HEDIS, consists of compiled reports from managed-care organizations concerning their health plan performance on a broad range of clinical and nonclinical measures. The National Committee for Quality Assurance (NCQA) developed and released the initial version of the measures in 1993. Although most participation in HEDIS is voluntary, more than 90% of U.S. health plans submit HEDIS data, in part to increase their competitiveness but also, often, as part of accreditation or certification activities. Health services researchers also use HEDIS measures to conduct studies of the access, cost, quality, and outcome of care.
HEDIS measures are divided into eight categories: (1) effectiveness of care, (2) access to and availability of care, (3) satisfaction with the experience of care, (4) use of services, (5) cost of care, (6) health plan descriptive information, (7) health plan stability, and (8) informed-care choices. Of these, effectiveness of care is the largest category and includes measures dealing with highly specific standards of care such as appropriate medication for asthma patients and the use of medical-imaging studies for lower-back pain. Measures in other categories evaluate other aspects of patients' experiences (e.g., the number of customer service calls abandoned) and the business aspects of the health plans (e.g., financial stability). Over time, HEDIS has evolved to meet changing standards of healthcare and in response to regulatory changes, and NCQA now publishes changes to HEDIS measures on an annual basis.
Development and Evaluation of HEDIS Measures
NCQA uses an ongoing process to develop new HEDIS measures, evaluate existing ones, and retire those that have outlived their usefulness. Proposals for new measures first are examined through expert Measurement Advisory Panels (MAPs) tasked with evaluating them using three criteria: (1) relevance (e.g., health importance, cost-effectiveness, and potential for improvement); (2) feasibility (e.g., cost and ability to be audited); and (3) scientific soundness (e.g., basis in evidence and reproducibility). Once approved by an MAP, the proposed measures move through a process of technical development and field testing before being released for public comment. Measures subsequently reviewed and accepted by NCQA's Committee on Performance Measurement (CPM) are added as first-year measures in the new HEDIS set. NCQA does not provide public reporting on new measures during their first-year status, allowing time for reporting organizations to evaluate the initial results and address any technical issues. In subsequent years, MAPs evaluate the measures under a continuous improvement process, which may result in their alteration or removal from the HEDIS set.
New Measurement Controversies
Although NCQA earns broad respect for its measurements, its processes sometimes draw criticism. For example, the 2006 addition to HEDIS (after 5 years of debate) of specific blood pressure and glycemic-control outcome benchmarks for patients with diabetes mellitus met with resistance from some areas of the medical establishment. Most clinical HEDIS measures focus on process rather than clinical benchmarks: Some felt that adding such specific measurements failed to adequately account for comorbidities and other individual patient variations.
Uses of NCQA's Published HEDIS Reports
NCQA makes HEDIS information available in a variety of forms to meet the needs and goals of its constituencies, chiefly accreditation and certification activities, delivering information to organizational purchasers of health plans, and delivering information to healthcare consumers.
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- Access to Care
- Access to Healthcare
- Access, Models of
- Critical Access Hospitals (CAHs)
- Cultural Competency
- Direct-to-Consumer Advertising (DTCA)
- E-Health
- E-Prescribing
- Ethnic and Racial Barriers to Healthcare
- Geographic Barriers to Healthcare
- Health Communication
- Health Literacy
- Health Professional Shortage Areas (HPSAs)
- Healthcare Web Sites
- Hospital Closures
- Inner-City Healthcare
- Medical Travel
- National Health Service Corps (NHSC)
- Patient Dumping
- Patient Transfers
- Rural Health
- Safety Net
- Telemedicine
- Transportation
- Accreditation, Associations, Foundations, and Research Organizations
- Accreditation
- Associations
- AARP
- AcademyHealth
- America's Health Insurance Plans (AHIP)
- American Academy of Family Physicians (AAFP)
- American Academy of Pediatrics (AAP)
- American Association of Colleges of Nursing (AACN)
- American Association of Preferred Provider Organizations (AAPPO)
- American College of Healthcare Executives (ACHE)
- American Health Care Association (AHCA)
- American Health Planning Association (AHPA)
- American Hospital Association (AHA)
- American Medical Association (AMA)
- American Nurses Association (ANA)
- American Osteopathic Association (AOA)
- American Public Health Association (APHA)
- American Society of Health Economics (ASHE)
- Association of American Medical Colleges (AAMC)
- Association of University Programs in Health Administration (AUPHA)
- Healthcare Financial Management Association (HFMA)
- Institute for Healthcare Improvement (IHI)
- International Health Economics Association (IHEA)
- National Alliance for the Mentally Ill (NAMI)
- National Association of Health Data Organizations (NAHDO)
- National Association of State Medicaid Directors (NASMD)
- National Center for Assisted Living (NCAL)
- National Citizens' Coalition for Nursing Home Reform (NCCNHR)
- National Coalition on Health Care (NCHC)
- National Commission for Quality Long-Term Care (NCQLTC)
- National Health Policy Forum (NHPF)
- National Medical Association (NMA)
- National Quality Forum (NQF)
- University HealthSystem Consortium (UHC)
- Business Coalitions
- Foundations
- Research Organizations
- Biographies of Current and Past Leaders - Current Leaders
- Current Leaders
- Aday, Lu Ann
- Aiken, Linda H.
- Altman, Drew E.
- Andersen, Ronald M.
- Arrow, Kenneth J.
- Berwick, Donald M.
- Brook, Robert H.
- Chassin, Mark R.
- Clancy, Carolyn M.
- Culyer, Anthony J.
- Davis, Karen
- Drummond, Michael
- Ellwood, Paul M.
- Enthoven, Alain C.
- Evans, Robert G.
- Feder, Judith
- Fuchs, Victor R.
- Ginsburg, Paul B.
- Grossman, Michael
- Kane, Robert L.
- Katz, Sidney
- Lee, Philip R.
- Lomas, Jonathan
- Luft, Harold S.
- Marmor, Theodore R.
- Maynard, Alan
- Mechanic, David
- Naylor, C. David
- Newhouse, Joseph P.
- O'Leary, Dennis S.
- Pauly, Mark V.
- Reinhardt, Uwe E.
- Relman, Arnold S.
- Rice, Dorothy P.
- Roos, Leslie L.
- Roos, Noralou P.
- Rosenbaum, Sara
- Sackett, David L.
- Scott, W. Richard
- Shortell, Stephen M.
- Starfield, Barbara
- Starr, Paul
- Stevens, Rosemary A.
- Tarlov, Alvin R.
- Ware, John E.
- Wennberg, John E.
- White, Kerr L.
- Wilensky, Gail R.
- Past Leaders
- Anderson, Odin W.
- Cochrane, Archibald L.
- Codman, Ernest Amory
- Cohen, Wilbur J.
- Davis, Michael M.
- Donabedian, Avedis
- Eisenberg, John M.
- Farr, William
- Flexner, Abraham
- Ginzberg, Eli
- Kimball, Justin Ford
- McNerney, Walter J.
- Nightingale, Florence
- Roemer, Milton I.
- Rorem, C. Rufus
- Shapiro, Sam
- Sheps, Cecil G.
- Thompson, John Devereaux
- Williams, Alan H.
- Current Leaders
- Cost of Care, Economics, Finance, and Payment Mechanisms
- Administrative Costs
- Capitation
- Charity Care
- Committee on the Costs of Medical Care (CCMC)
- Compensation Differentials
- Cost Containment Strategies
- Cost of Healthcare
- Cost Shifting
- Cost-Benefit and Cost-Effectiveness Analyses
- Current Procedural Terminology (CPT)
- Diagnosis Related Groups (DRGs)
- Economic Barriers to Healthcare
- Economic Recessions
- Economic Spillover
- Economies of Scale
- Fee-for-Service
- Flat-of-the-Curve Medicine
- Health Economics
- Healthcare Financial Management
- Healthcare Markets
- Inflation in Healthcare
- Long-Term Care Costs in the United States
- Market Failure
- Pay-for-Performance
- Payment Mechanisms
- Pharmacoeconomics
- Prospective Payment
- Resource-Based Relative Value Scale (RBRVS)
- Supplier-Induced Demand
- U.S. National Health Expenditures
- Uncompensated Healthcare
- Disease, Disability, Health, and Health Behavior
- Activities of Daily Living (ADL)
- Acute and Chronic Diseases
- Adverse Drug Events
- Chronic-Care Model
- Diabetes
- Disability
- Disease
- Emerging Diseases
- Genetics
- Health
- Health Indicators, Leading
- Iatrogenic Disease
- Infectious Diseases
- International Classification of Diseases (ICD)
- Life Expectancy
- Medical Sociology
- Medicalization
- Mental Health
- Morbidity
- Mortality
- Mortality, Major Causes in the United States
- Obesity
- Pain
- Prescription and Generic Drug Use
- Tobacco Use
- Government and International Healthcare Organizations
- International Organizations
- Canadian Association for Health Services and Policy Research (CAHSPR)
- Canadian Health Services Research Foundation (CHSRF)
- Canadian Institute of Health Services and Policy Research (IHSPR)
- Pan American Health Organization (PAHO)
- United Kingdom's National Health Service (NHS)
- United Kingdom's National Institute for Health and Clinical Excellence (NICE)
- World Health Organization (WHO)
- U.S. Government Organizations
- Agency for Healthcare Research and Quality (AHRQ)
- Centers for Disease Control and Prevention (CDC)
- Centers for Medicare and Medicaid Services (CMS)
- Congressional Budget Office (CBO)
- Health Resources and Services Administration (HRSA)
- Indian Health Service (IHS)
- Medicare Payment Advisory Commission (MedPAC)
- National Center for Health Statistics (NCHS)
- National Guideline Clearinghouse (NGC)
- National Information Center on Health Services Research and Health Care Technology (NICHSR)
- National Institutes of Health (NIH)
- Substance Abuse and Mental Health Services Administration (SAMHSA)
- TRICARE, Military Health System
- U.S. Department of Veterans Affairs (VA)
- U.S. Food and Drug Administration (FDA)
- U.S. Government Accountability Office (GAO)
- International Organizations
- Health Insurance
- Adverse Selection
- Blue Cross and Blue Shield
- Carve-Outs
- Coinsurance, Copays, and Deductibles
- Consumer-Directed Health Plans (CDHPs)
- Crowd-Out
- Employee Health Benefits
- Flexible Spending Accounts (FSAs)
- Health Insurance
- Health Insurance Coverage
- Health Savings Accounts (HSAs)
- Medicaid
- Medicare
- Medicare Part D Prescription Drug Benefit
- Moral Hazard
- RAND Health Insurance Experiment
- Selective Contracting
- Single-Payer System
- State Children's Health Insurance Program (SCHIP)
- State-Based Health Insurance Initiatives
- Tax Subsidy of Employer-Sponsored Health Insurance
- Health Professionals and Healthcare Organizations
- Academic Medical Centers
- Allied Health Professionals
- Ambulatory Care
- Case Management
- Chiropractors
- Community Health Centers (CHCs)
- Community Mental Health Centers (CMHCs)
- Complementary and Alternative Medicine
- Dentists and Dental Care
- Disease Management
- Diversity in Healthcare Management
- Emergency Medical Services (EMS)
- Eye Care Services
- Federally Qualified Health Centers (FQHCs)
- Free Clinics
- General Practice
- Health Maintenance Organizations (HMOs)
- Health Systems Agencies (HSAs)
- Health Workforce
- Healthcare Organization Theory
- Home Health Care
- Hospice
- Hospital Emergency Departments
- Hospitalists
- Hospitals
- Intensive-Care Units
- Intermediate-Care Facilities (ICFs)
- Long-Term Care
- Managed Care
- Medical Group Practice
- Multihospital Healthcare Systems
- Nonprofit Healthcare Organizations
- Nurse Practitioners (NPs)
- Nurses
- Nursing Homes
- Pharmaceutical Industry
- Pharmacy
- Physician Assistants
- Physician Workforce Issues
- Physicians
- Physicians, Osteopathic
- Preferred Provider Organizations (PPOs)
- Primary Care
- Primary-Care Case Management (PCCM)
- Primary-Care Physicians
- Skilled-Nursing Facilities
- Health Services Research
- Data Sources in Conducting Health Services Research
- Health Services Research at the Veterans Health Administration (VHA)
- Health Services Research in Australia
- Health Services Research in Canada
- Health Services Research in Dentistry and Oral Health
- Health Services Research in Eastern Europe
- Health Services Research in Germany
- Health Services Research in Sub-Saharan Africa
- Health Services Research in the People's Republic of China
- Health Services Research in the United Kingdom
- Health Services Research Journals
- Health Services Research, Definition
- Health Services Research, Origins
- Laws, Regulations, and Ethics
- Measurement, Data Sources and Coding, and Research Methods
- Case-Mix Adjustment
- Causal Analysis
- Clinical Decision Support
- Cohort Studies
- Community-Based Participatory Research (CBPR)
- Computers
- Cross-Sectional Studies
- Data Privacy
- Data Security
- Diagnostic and Statistical Manual of Mental Disorders (DSM)
- Electronic Clinical Records
- Evidence-Based Medicine (EBM)
- General Health Questionnaire
- Geographic Information Systems (GIS)
- Health Informatics
- Health Surveys
- Healthcare Cost and Utilization Project (HCUP)
- Healthcare Effectiveness Data and Information Set (HEDIS)
- Healthcare Informatics Research
- Measurement in Health Services Research
- Meta-Analysis
- Minimum Data Set (MDS) for Nursing Home Resident Assessment
- National Practitioner Data Bank (NPDB)
- ORYX Performance Measurement System
- Provider-Based Research Networks (PBRNs)
- Quality of Well-Being Scale (QWB)
- Randomized Controlled Trials (RCTs)
- Satisfaction Surveys
- Severity Adjustment
- Short-Form Health Surveys (SF-36, -12, -8)
- Outcomes of Care
- Policy Issues, Healthcare Reform, and International Comparisons
- Comparing Health Systems
- Competition in Healthcare
- Equity, Efficiency, and Effectiveness in Healthcare
- Focused Factories
- For-Profit Versus Not-for-Profit Healthcare
- Forces Changing Healthcare
- Health Disparities
- Healthcare Reform
- International Health Systems
- National Health Insurance
- National Healthcare Disparities Report (NHDR)
- Public Policy
- Rationing Healthcare
- Technology Assessment
- Public Health
- Quality and Safety of Care
- Accreditation
- Benchmarking
- Clinical Practice Guidelines
- Continuum of Care
- Credentialing
- Geographic Variations in Healthcare
- International Classification for Patient Safety (ICPS)
- Malpractice
- Medical Errors
- National Healthcare Quality Report (NHQR)
- National Patient Safety Goals (NPSG)
- Nursing Home Quality
- Patient Safety
- Patient-Centered Care
- Quality Enhancement Research Initiative (QUERI) of the Veterans Health Administration (VHA)
- Quality Improvement Organizations (QIOs)
- Quality Indicators
- Quality Management
- Quality of Healthcare
- Quality of Life, Health-Related (HRQOL)
- Quality-Adjusted Life Years (QALYs)
- Structure-Process-Outcome Quality Measures
- Timeliness of Healthcare
- Special and Vulnerable Groups
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