Health Informatics and Data Analysis

  1. Health Data: Types, Sources, and Characteristics
    1. Clinical Data Sources
      1. Electronic Health Records
        1. Structured Clinical Data
          1. Demographics and Registration
            1. Vital Signs and Measurements
              1. Laboratory Results
                1. Medication Lists
                  1. Problem Lists and Diagnoses
                    1. Procedures and Interventions
                    2. Unstructured Clinical Data
                      1. Clinical Notes and Documentation
                        1. Discharge Summaries
                          1. Radiology Reports
                            1. Pathology Reports
                            2. Semi-Structured Data
                              1. Clinical Decision Support Alerts
                                1. Order Sets and Templates
                                  1. Flowsheets and Forms
                                2. Ancillary Clinical Systems
                                  1. Laboratory Information Systems
                                    1. Test Ordering Processes
                                      1. Result Reporting and Management
                                        1. Quality Control Data
                                        2. Radiology Information Systems
                                          1. Imaging Study Management
                                            1. Report Generation and Distribution
                                              1. Integration with PACS
                                              2. Pharmacy Information Systems
                                                1. Medication Dispensing Records
                                                  1. Drug Utilization Data
                                                    1. Adverse Drug Event Reporting
                                                  2. Specialized Clinical Data
                                                    1. Intensive Care Unit Data
                                                      1. Physiological Monitoring Data
                                                        1. Ventilator and Device Data
                                                          1. Critical Care Scoring Systems
                                                          2. Surgical Data
                                                            1. Operative Reports
                                                              1. Anesthesia Records
                                                                1. Surgical Outcome Measures
                                                                2. Emergency Department Data
                                                                  1. Triage and Acuity Data
                                                                    1. Emergency Procedures
                                                                      1. Disposition and Transfer Data
                                                                  2. Administrative and Claims Data
                                                                    1. Healthcare Claims Data
                                                                      1. Professional Claims
                                                                        1. Institutional Claims
                                                                          1. Pharmacy Claims
                                                                            1. Dental and Vision Claims
                                                                            2. Billing and Revenue Cycle Data
                                                                              1. Charge Capture Data
                                                                                1. Payment and Adjustment Records
                                                                                  1. Denial and Appeal Information
                                                                                  2. Utilization Management Data
                                                                                    1. Prior Authorization Records
                                                                                      1. Case Management Data
                                                                                        1. Utilization Review Outcomes
                                                                                        2. Enrollment and Eligibility Data
                                                                                          1. Member Demographics
                                                                                            1. Benefit Coverage Information
                                                                                              1. Provider Network Data
                                                                                            2. Patient-Generated Health Data
                                                                                              1. Wearable Device Data
                                                                                                1. Activity and Fitness Trackers
                                                                                                  1. Heart Rate Monitors
                                                                                                    1. Sleep Monitoring Devices
                                                                                                      1. Glucose Monitors
                                                                                                      2. Mobile Health Applications
                                                                                                        1. Symptom Tracking Apps
                                                                                                          1. Medication Adherence Apps
                                                                                                            1. Mental Health and Wellness Apps
                                                                                                            2. Patient-Reported Outcomes
                                                                                                              1. Quality of Life Measures
                                                                                                                1. Functional Status Assessments
                                                                                                                  1. Pain and Symptom Scales
                                                                                                                    1. Patient Satisfaction Surveys
                                                                                                                    2. Home Monitoring Data
                                                                                                                      1. Blood Pressure Monitors
                                                                                                                        1. Weight Scales
                                                                                                                          1. Pulse Oximeters
                                                                                                                            1. Remote Cardiac Monitors
                                                                                                                          2. Public Health and Population Data
                                                                                                                            1. Disease Surveillance Data
                                                                                                                              1. Notifiable Disease Reports
                                                                                                                                1. Syndromic Surveillance
                                                                                                                                  1. Healthcare-Associated Infections
                                                                                                                                    1. Immunization Registries
                                                                                                                                    2. Vital Statistics
                                                                                                                                      1. Birth Certificates
                                                                                                                                        1. Death Certificates
                                                                                                                                          1. Fetal Death Reports
                                                                                                                                          2. Environmental Health Data
                                                                                                                                            1. Air Quality Measurements
                                                                                                                                              1. Water Quality Data
                                                                                                                                                1. Food Safety Inspections
                                                                                                                                                2. Social Determinants of Health Data
                                                                                                                                                  1. Census and Demographic Data
                                                                                                                                                    1. Housing and Transportation Data
                                                                                                                                                      1. Education and Employment Data
                                                                                                                                                        1. Community Resource Information
                                                                                                                                                      2. Genomic and Molecular Data
                                                                                                                                                        1. Genomic Sequencing Data
                                                                                                                                                          1. Whole Genome Sequencing
                                                                                                                                                            1. Whole Exome Sequencing
                                                                                                                                                              1. Targeted Gene Panels
                                                                                                                                                                1. Pharmacogenomic Data
                                                                                                                                                                2. Omics Data Types
                                                                                                                                                                  1. Proteomics Data
                                                                                                                                                                    1. Metabolomics Data
                                                                                                                                                                      1. Transcriptomics Data
                                                                                                                                                                        1. Microbiome Data
                                                                                                                                                                        2. Genetic Testing Results
                                                                                                                                                                          1. Diagnostic Genetic Tests
                                                                                                                                                                            1. Predictive Genetic Tests
                                                                                                                                                                              1. Carrier Screening Results
                                                                                                                                                                                1. Pharmacogenetic Testing

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                                                                                                                                                                            1. Foundations of Health Informatics

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                                                                                                                                                                            3. Data Quality, Governance, and Standards