Data Analysis Workshop

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    Current Status
    Not Enrolled
    Price
    $180.00
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    This course is currently closed

    Key Concepts Covered Include:

    Section 1: Introduction to Healthcare Data

    • Data Introduction
    • Data Versus Information
    • Administrative Information System (AIS)
    • Clinical Information System
    • Decision Making System
    • Aggregate Data

    Section 2: Data Foundations

    • Data Definitions
    • Data Inventory
    • Data Sources
    • Data Collection Methods
    • Population & Sampling in Healthcare
      • Probability Sampling
      • Non-Probability Sampling
      • Sampling Size
    • Data Collection Tools
    • Data Collection Process

    Section 3: Privacy and Security in Healthcare Data

    • Protected Health Information (PHI)
    • Health Information Exchange (HIE)
    • Confidentiality, Privacy, and Security
    • Health Level Seven (HL7)
    • Patient Consent
    • Meaningful Use (MU)

    Section 4: Healthcare Data Standards and Coding

    • The International Classification of Diseases (ICD)
    • Indexes and Registers
    • Health Information Management (HIM)
    • Health Information Management (HIM) Professionals
    • Health Information Management in Quality Measurement and Improvement

    Section 5: Managing Health Information Systems

    • The Life Cycle of a Patient Medical Record
    • Information Governance
    • Computerization and Software Selection and Implementation
    • System Features to Consider in Selecting Health Information Software
    • Evaluate Potential Vendors for Selecting Health Information Software

    Section 6: Data Measurement and Analysis

    • Basic Types of Data
    • Basic Statistics
    • Descriptive Statistics
      • Central Tendency (Mean, Median, Mode, Weighted Mean)
      • Dispersion of Data (Range, Frequency, Standard Deviation)
    • Ratio
    • The Standard Bell Curve
    • Parametric & Nonparametric Statistical Tests
      • Chi-Square (X²) & t-Test – Tests of Statistical Significance
      • Type I and Type II Errors
      • Regression Analysis
      • P-Score
      • Correlation Coefficient
      • Scatter Diagram
      • Confidence Interval
      • Interpercentile (Interquartile Range – IQR) Measure
      • Statistical Process Control (SPC)
      • Common Cause and Random Variation
      • Statistical Thinking
      • Display and Statistical Tools
      • Root Cause Analysis (RCA)
      • Analysis and Interpretation
      • Action Plan
      • Management of Documentation of Meetings and Reports
      • Meeting Minutes
      • Meeting Agendas