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AHIMA CHDA Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Interpretation and Reporting18-22%- Visualization and Communication
  • 1. Communicate findings and recommendations to stakeholders
    • 2. Create effective charts, graphs, dashboards, and business intelligence visualizations
      - Interpretation of Results
      • 1. Interpret analytical results and identify key findings
        • 2. Explain assumptions, limitations, and implications of analytical results
          Topic 2: Foundational Knowledge of Analytics in Healthcare14-16%- Healthcare Analytics Concepts
          • 1. Epidemiology, health equity, electronic health records, and health informatics
            • 2. Descriptive, diagnostic, predictive, and prescriptive analytics; applications of artificial intelligence
              - Healthcare Systems and Data
              • 1. Healthcare delivery systems, datasets, quality measures, and revenue cycle management
                • 2. Healthcare classification systems, terminologies, ontologies, and regulatory reporting
                  Topic 3: Data Governance8-10%- Governance Policies and Data Management
                  • 1. Understand policies governing data access, ownership, integrity, and usage
                    • 2. Differentiate database designs and maintain appropriate data documentation
                      - Security, Privacy, and Compliance
                      • 1. Understand healthcare data laws, regulations, security, and privacy requirements
                        • 2. Maintain audit logs and controls for analytical processes and data submissions
                          Topic 4: Data Acquisition14-18%- Data Quality and Transformation
                          • 1. Evaluate data quality and cleanse acquired data
                            • 2. Transform, aggregate, map, and validate data
                              - Data Collection and Extraction
                              • 1. Identify data sources, data elements, and data lineage
                                • 2. Differentiate collection methods and extract relevant data
                                  Topic 5: Business Needs Assessment11-15%- Project and Stakeholder Requirements
                                  • 1. Define analytical questions, goals, and relevant business metrics
                                    • 2. Apply project management principles and identify stakeholder needs and business objectives
                                      - Analysis Planning
                                      • 1. Develop analysis plans and document specifications
                                        • 2. Evaluate data requirements, sources, metric definitions, and analytical methods
                                          Topic 6: Data Analysis22-25%- Trends and Benchmarking
                                          • 1. Understand benchmarking and risk adjustment in healthcare data
                                            • 2. Identify trends, patterns, anomalies, changes, and variations in data
                                              - Analytical Methods
                                              • 1. Apply statistical and analytical methodologies
                                                • 2. Query data and determine appropriate analytical approaches

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