Northeastern University - Healthcare Analytics Essentials
5.0 /5- Offered byCoursera
Healthcare Analytics Essentials at Coursera Overview
Duration | 12 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
Healthcare Analytics Essentials at Coursera Highlights
- Shareable Certificate
Quizzes and assessments
Flexible schedule
Healthcare Analytics Essentials at Coursera Course details
- This course is best suited for individuals currently in the healthcare sector, as a provider, payer, or administrator
- Individuals pursuing a career change to the healthcare sector may also be interested in this course
- In this course, learner will have an opportunity to examine topics related to data-driven decision making in healthcare
- Learner will be asked to consider both the patient and provider perspective and their contributions to improving the quality of care provided
- Through the readings, the application of the analytical tools, and the concepts and principles in this course, learner will have a more comprehensive understanding of the complexity of healthcare delivery organizations and how they affect patient care delivery and ultimately patient medical outcomes
- This course provides learner the opportunity to:
- Describe how healthcare business analytics fits into the data science and business disciplines
- Identify key current issues in analytics and data science
- Describe how business analytics integrates with business strategy
Healthcare Analytics Essentials at Coursera Curriculum
Overview of Statistics and Business Analytics
Meet your faculty: Martin Kohn
Welcome to Healthcare Analytics Essentials
Providing Mayo Insights: Dr. Dowdy
Syllabus - Healthcare Analytics Essentials
Module 1 Overview
What is Statistics?
Categories of Data
References: Introductory Statistics
Introduction to Business Analytics
Descriptive Analytics
Diagnostic Analytics
Applying Predictive Analytics
Developing Predictive Models: Workflow
Prescriptive Analytics
Module Summary
Check Your Knowledge
Open-ended Question
Apply Your Knowledge
Module Quiz
Medical Outcomes Measurements
Why Do We Measure?
Positive and Negative Measures
Outcomes Measurement
Outcome Requirement Challenges
Outcomes Data Challenges
Outcomes Research
Outcomes that Matter
PROMS
Module Overview
Different Kinds of Measurements, Their Accessibility and Utility
Lesson Readings
Requirements and Challenges Involved with Outcomes
Lesson Readings
Summary
Role of Patient Reported Outcome Measures (PROMs) in Healthcare
Patient Decision Aids to Understand Likely Outcomes
Lesson Readings
Check Your Knowledge
Check Your Knowledge
Module Quiz
Honors Quiz
Physician Performance Metrics
Physician Evaluation
Process Review
Outcomes Performance Measures
Patient Surveys
Managing Physician Change
Incentives for Change Management
Nudging
Module Overview
Physician Evaluation
Lesson Readings
Aspects of Outcomes Measurement
Lesson Readings
Managing Physician Change
Lesson Readings
Summary
Question to Consider
Check Your Knowledge
Check Your Knowledge
Check Your Knowledge
Module Quiz
People and Organizations
Physician Burnout
Addressing Burnout
Addressing Physician Burnout and Standards of Reliability at Mayo Clinic
Peer Review Panels
Approaches for Change
HROs
HRO Errors
Module Overview
Physician Burnout
Lesson Readings
Peer Review Panels
Lesson Readings
High Reliability Organizations
HROs — Quality Strategy, Principles, and Approach
Lesson Readings
Summary
Congratulations!
Check Your Knowledge
Check Your Knowledge
Check Your Knowledge
Module Quiz
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