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Healthcare Analytics Essentials
  • Level Foundation
  • المدة 13 ساعات hours
  • الطبع بواسطة Northeastern University
  • Offered by

عن

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, you will have an opportunity to examine topics related to data-driven decision making in healthcare. You 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, you 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 you 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

الوحدات

Getting Started

    • 1 Videos
    • 3 Readings
    • 1 Discussion
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1 Discussions

  • Meet Your Fellow Learners

1 Videos

  • Meet your faculty: Martin Kohn

3 Readings

  • Welcome to Healthcare Analytics Essentials
  • Providing Mayo Insights: Dr. Dowdy
  • Syllabus - Healthcare Analytics Essentials

Module Overview

    • 1 Readings
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1 Readings

  • Module 1 Overview

Introduction to Statistics

    • 3 Readings
    • 1 Quiz
    • 2 ExternalTool
    • 2 Assignment
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2 Assignment

  • Check Your Knowledge
  • Open-ended Question

2 External Tool

  • Quantitative and Qualitative Data
  • Descriptive Statistics

3 Readings

  • What is Statistics?
  • Categories of Data
  • References: Introductory Statistics

1 Quiz

  • Apply Your Knowledge

Introduction to Business Analytics

    • 6 Readings
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6 Readings

  • Introduction to Business Analytics
  • Descriptive Analytics
  • Diagnostic Analytics
  • Applying Predictive Analytics
  • Developing Predictive Models: Workflow
  • Prescriptive Analytics

Module 1 Wrap Up

    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Module Quiz

1 Readings

  • Module Summary

Module 2 Overview

    • 1 Readings
    • 1 Discussion
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1 Discussions

  • Medical Outcome Measures

1 Readings

  • Module Overview

Different Kinds of Measurements

    • 3 Videos
    • 2 Readings
    • 1 Assignment
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1 Assignment

  • Check Your Knowledge

3 Videos

  • Why Do We Measure?
  • Positive and Negative Measures
  • Outcomes Measurement

2 Readings

  • Different Kinds of Measurements, Their Accessibility and Utility
  • Lesson Readings

Requirements and Challenges Involved with Outcomes

    • 3 Videos
    • 2 Readings
    • 1 Assignment
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1 Assignment

  • Check Your Knowledge

3 Videos

  • Outcome Requirement Challenges
  • Outcomes Data Challenges
  • Outcomes Research

2 Readings

  • Requirements and Challenges Involved with Outcomes
  • Lesson Readings

Module 2 Wrap-Up

    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Module Quiz

1 Readings

  • Summary

Honors Lesson: Role of Patient Reported Outcome Measures (PROMs) in Healthcare

    • 2 Videos
    • 3 Readings
    • 1 Assignment
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1 Assignment

  • Honors Quiz

2 Videos

  • Outcomes that Matter
  • PROMS

3 Readings

  • Role of Patient Reported Outcome Measures (PROMs) in Healthcare
  • Patient Decision Aids to Understand Likely Outcomes
  • Lesson Readings

Module 3 Overview

    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Question to Consider

1 Readings

  • Module Overview

Physician Evaluation

    • 2 Videos
    • 2 Readings
    • 1 Assignment
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1 Assignment

  • Check Your Knowledge

2 Videos

  • Physician Evaluation
  • Process Review

2 Readings

  • Physician Evaluation
  • Lesson Readings

Aspects of Outcomes Measurements

    • 2 Videos
    • 2 Readings
    • 1 Assignment
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1 Assignment

  • Check Your Knowledge

2 Videos

  • Outcomes Performance Measures
  • Patient Surveys

2 Readings

  • Aspects of Outcomes Measurement
  • Lesson Readings

Managing Physician Change

    • 3 Videos
    • 2 Readings
    • 1 Assignment
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1 Assignment

  • Check Your Knowledge

3 Videos

  • Managing Physician Change
  • Incentives for Change Management
  • Nudging

2 Readings

  • Managing Physician Change
  • Lesson Readings

Module 3 Wrap Up

    • 1 Readings
    • 1 PeerReview
    • 1 Assignment
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1 Assignment

  • Module Quiz

1 Peer Review

  • Data Driven Decision Making

1 Readings

  • Summary

Module 4 Overview

    • 1 Readings
    • 1 Discussion
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1 Discussions

  • Importance of Care Delivery Processes

1 Readings

  • Module Overview

Physician Burnout

    • 2 Videos
    • 2 Readings
    • 1 Assignment
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1 Assignment

  • Check Your Knowledge

2 Videos

  • Physician Burnout
  • Addressing Burnout

2 Readings

  • Physician Burnout
  • Lesson Readings

Mayo Clinic Spotlight

    • 1 Videos
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1 Videos

  • Addressing Physician Burnout and Standards of Reliability at Mayo Clinic

Peer Review Panels

    • 2 Videos
    • 2 Readings
    • 1 Assignment
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1 Assignment

  • Check Your Knowledge

2 Videos

  • Peer Review Panels
  • Approaches for Change

2 Readings

  • Peer Review Panels
  • Lesson Readings

Highly Reliable Organizations (HROs)

    • 2 Videos
    • 3 Readings
    • 1 Assignment
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1 Assignment

  • Check Your Knowledge

2 Videos

  • HROs
  • HRO Errors

3 Readings

  • High Reliability Organizations
  • HROs — Quality Strategy, Principles, and Approach
  • Lesson Readings

Module 4 Wrap Up

    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Module Quiz

1 Readings

  • Summary

Course Wrap-Up

    • 1 Readings
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1 Readings

  • Congratulations!

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Martin Kohn
Instructor

Martin Kohn