Healthcare Analytics for Population Health Management
( 30 Modules )

Module #1
Introduction to Population Health Management
Defining population health, importance of analytics, and overview of the course

Module #2
Foundations of Healthcare Analytics
Key concepts, tools, and techniques in healthcare analytics, including data types and sources

Module #3
Data Sources for Population Health Management
Claims data, EHRs, wearables, and other data sources for population health analytics

Module #4
Data Preparation and Quality
Data cleaning, preprocessing, and quality control for healthcare analytics

Module #5
Descriptive Analytics for Population Health
Summary statistics, data visualization, and exploratory data analysis for population health

Module #6
Predictive Modeling for Risk Stratification
Introduction to predictive modeling, risk scores, and patient segmentation

Module #7
Machine Learning for Population Health
Supervised and unsupervised machine learning techniques for population health analytics

Module #8
Prescriptive Analytics for Population Health
Recommendation systems and prescriptive models for patient interventions

Module #9
Population Health Management Frameworks
PCMH, ACO, and other population health management frameworks and their analytics requirements

Module #10
Social Determinants of Health
The impact of social determinants on health outcomes and how to incorporate them into analytics

Module #11
Healthcare Cost and Utilization Analysis
Analyzing cost and utilization patterns to identify opportunities for improvement

Module #12
Patient Engagement and Experience Analytics
Measuring patient engagement, satisfaction, and experience using analytics

Module #13
Care Coordination and Transition Management
Analyzing care coordination and transition management to improve patient outcomes

Module #14
Quality Measurement and Reporting
Using analytics to measure and report quality metrics for population health

Module #15
Healthcare Policy and Regulatory Environment
The impact of policy and regulations on population health management and analytics

Module #16
Data Governance and Ethics in Healthcare Analytics
Best practices for data governance and ethics in population health management

Module #17
Case Studies in Population Health Analytics
Real-world examples of healthcare analytics in population health management

Module #18
Implementing Healthcare Analytics in Practice
Practical considerations and strategies for implementing analytics in population health management

Module #19
Effective Communication of Analytics Insights
Communicating analytics results to stakeholders, including clinicians and executives

Module #20
Evaluating the Effectiveness of Population Health Management
Using analytics to evaluate the effectiveness of population health management programs

Module #21
Special Topics in Population Health Analytics
Emerging trends and topics in population health analytics, such as AI and machine learning

Module #22
Capstone Project:Applying Healthcare Analytics to a Real-World Problem
Students apply course concepts to a real-world problem in population health management

Module #23
_population Health Analytics Tools and Technologies
Overview of tools and technologies used in population health analytics, including data visualization and machine learning platforms

Module #24
Healthcare Analytics Workforce Development
Building and maintaining a skilled workforce in healthcare analytics

Module #25
Change Management and Organizational Readiness
Preparing organizations for the implementation of healthcare analytics and population health management

Module #26
Return on Investment (ROI) Analysis for Population Health Management
Evaluating the financial impact of population health management programs using analytics

Module #27
Patient-Centered Analytics and Personalized Medicine
Using analytics to support patient-centered care and personalized medicine

Module #28
Mental Health and Substance Abuse Analytics
Applying healthcare analytics to mental health and substance abuse treatment and management

Module #29
Health Disparities and Health Equity Analytics
Using analytics to identify and address health disparities and promote health equity

Module #30
Course Wrap-Up & Conclusion
Planning next steps in Healthcare Analytics for Population Health Management career

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Healthcare Analytics for Population Health Management ( 30 Modules )

Healthcare Analytics for Population Health Management
( 30 Modules )