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Geographic Information Systems (GIS)
Geographic information systems (GIS) are computer-based systems for managing, integrating, and analyzing geographic data. Geographic data are observations or measurements of objects or events referenced explicitly to their locations on the earth. Location is the basis for integrating data in a GIS. GIS tools have been available for more than two decades and are widely used to integrate and analyze many different types of spatial data, including data on health needs, healthcare providers and facilities, health services delivery and utilization, healthcare accessibility, and health outcomes.
GIS implementation involves organizing people to use computer hardware, software, and spatial databases to answer questions or solve problems. The institutional context of this implementation plays a significant role in governing system design, application development, and database design. In the case of health services, the range of institutional settings for GIS implementation is especially wide and includes both public agencies and private entities operating at local, state, national, and international levels. These settings have implications for GIS data acquisition, integration, analysis, and distribution.
Spatial Database Management, Mapping, and Analysis
GIS tools support spatial database management, visualization and mapping, and analysis. Many public and private health agencies manage databases, usually stored and viewed as tables, describing the health status and health service utilization of individuals. GIS software functions can be used to make these data mappable at a high level of geographic disaggregation. The objects—for example, patients with specific health problems and the health facilities where they receive treatment—whose attributes are described in a health database can also be assigned spatial dimensions and attributes. Objects represented as points, such as the place where a clinic or patient resides, have position in space, and these positions are recorded using longitude and latitude coordinates or coordinates from one of many other coordinate systems used for mapping. Lines are created by connecting the points; these lines can be routes for home-delivered healthcare services and similar factors. Health-planning districts might be represented as areas, objects formed by closed, connected lines. These types of spatial data are referred to as object, or entity, data. Vector databases are collections of discrete objects modeled as points, lines, or areas whose locations and other attributes are described. Vector databases that describe property parcels are sometimes referred to as cadastral databases. These databases are often used for local public health service applications such as drinking water regulation and emergency response.
GIS software functions enable users to import tabular data and to create and edit points, lines, and areas representing objects of interest. Tables of data containing X, Y coordinates, such as longitude and latitude values, captured using global positioning system (GPS) technology can be added to a GIS and converted to point databases. The United States and other nations use address-matching geocoding tools in GIS software to map locations of cases of disease, healthcare facilities, and other points of interest. The Healthy People 2010 initiative of the U.S. Department of Health and Human Services (HHS) revised its objective for the use of geocoding in health data systems to achieve 100% nationwide use of GIS by 2010 by increasing the proportion of major national health data systems that use geocoding.
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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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