Overview of Statistics and Business Analytics-Getting Started
Welcome to Healthcare Analytics Essentials
Meet your faculty: Martin Kohn
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Providing Mayo Insights: Dr. Dowdy
Syllabus - Healthcare Analytics Essentials
Overview of Statistics and Business Analytics-Module Overview
Module 1 Overview
Overview of Statistics and Business Analytics-Introduction to Statistics
What is Statistics?
Categories of Data
References: Introductory Statistics
Overview of Statistics and Business Analytics-Introduction to Business Analytics
Introduction to Business Analytics
Descriptive Analytics
Diagnostic Analytics
Applying Predictive Analytics
Developing Predictive Models: Workflow
Prescriptive Analytics
Overview of Statistics and Business Analytics-Module 1 Wrap Up
Module Summary
Medical Outcomes Measurements-Module 2 Overview
Module Overview
Medical Outcomes Measurements-Different Kinds of Measurements
Different Kinds of Measurements, Their Accessibility and Utility
Why Do We Measure?
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Positive and Negative Measures
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Outcomes Measurement
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Lesson Readings
Medical Outcomes Measurements-Requirements and Challenges Involved with Outcomes
Requirements and Challenges Involved with Outcomes
Outcome Requirement Challenges
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Outcomes Data Challenges
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Outcomes Research
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Lesson Readings
Medical Outcomes Measurements-Module 2 Wrap-Up
Summary
Medical Outcomes Measurements-Honors Lesson: Role of Patient Reported Outcome Measures (PROMs) in Healthcare
Role of Patient Reported Outcome Measures (PROMs) in Healthcare
Outcomes that Matter
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PROMS
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Patient Decision Aids to Understand Likely Outcomes
Lesson Readings
Physician Performance Metrics-Module 3 Overview
Module Overview
Physician Performance Metrics-Physician Evaluation
Physician Evaluation
Physician Evaluation
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Process Review
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Lesson Readings
Physician Performance Metrics-Aspects of Outcomes Measurements
Aspects of Outcomes Measurement
Outcomes Performance Measures
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Patient Surveys
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Lesson Readings
Physician Performance Metrics-Managing Physician Change
Managing Physician Change
Managing Physician Change
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Incentives for Change Management
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Nudging
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Lesson Readings
Physician Performance Metrics-Module 3 Wrap Up
Summary
People and Organizations-Module 4 Overview
Module Overview
People and Organizations-Physician Burnout
Physician Burnout
Physician Burnout
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Addressing Burnout
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Lesson Readings
People and Organizations-Mayo Clinic Spotlight
Addressing Physician Burnout and Standards of Reliability at Mayo Clinic
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People and Organizations-Peer Review Panels
Peer Review Panels
Peer Review Panels
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Approaches for Change
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Lesson Readings
People and Organizations-Highly Reliable Organizations (HROs)
High Reliability Organizations
HROs
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HROs — Quality Strategy, Principles, and Approach
HRO Errors
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Lesson Readings
People and Organizations-Module 4 Wrap Up
Summary
People and Organizations-Course Wrap-Up
Congratulations!