John Wiley & Sons

Using Predictive Analytics for Healthcare Safety & Quality

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John Wiley & Sons

Using Predictive Analytics for Healthcare Safety & Quality

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

4 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

4 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Apply predictive analytics to improve healthcare outcomes and transition to proactive management.

  • Use advanced caring theories and data processes to enhance healthcare processes and patient safety.

  • Leverage leadership strategies and analytics to reduce patient falls and improve overall safety.

Details to know

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Recently updated!

April 2026

Assessments

6 assignments

Taught in English

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Build your subject-matter expertise

This course is part of the Using Predictive Analytics to Improve Healthcare Outcomes Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 6 modules in this course

In this section, we explore using predictive analytics to create context-aware models that engage staff in outcomes improvement through empirical data storytelling and actionable insights.

What's included

1 video4 readings1 assignment

In this section, we examine caring theories and frameworks in healthcare, focusing on their application, scientific validation, and measurement to improve patient outcomes through compassionate care.

What's included

1 video3 readings1 assignment

In this section, we examine the importance of accurate data collection, analysis, and presentation to drive operational improvements and informed decision-making.

What's included

1 video2 readings1 assignment

In this section, we explore how healthcare leaders use data to drive operational improvements and cultural change. Key concepts include data-driven decision-making, organizational culture analysis, and predictive analytics for targeted action.

What's included

1 video3 readings1 assignment

In this section, we explore using predictive analytics and R+A+A to reduce patient falls. Key concepts include relationship-based care, collaborative decision-making, and data-driven safety plans.

What's included

1 video3 readings1 assignment

In this section, we explore how machine learning and the Profile of Caring® identify clinician behaviors that improve safety outcomes, enabling proactive staff training and hiring for better patient care.

What's included

1 video5 readings1 assignment

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Instructor

Wiley-Expert Edge Course Instructors
John Wiley & Sons
39 Courses1,810 learners

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