Did you know that healthcare organizations using data-driven decision making see 15-20% improvements in patient outcomes? Yet many healthcare professionals struggle to translate data into actionable insights that truly impact care delivery.
This Short Course was created to help healthcare data analysts accomplish evidence-based decision making that directly improves patient outcomes.
By completing this course, you'll be able to confidently explain analytical approaches to clinical teams, systematically evaluate care options using structured frameworks, and distinguish between statistically interesting and practically meaningful findings that warrant action.
By the end of this course, you will be able to:
- Explain the difference between descriptive and prescriptive analytics
- Apply a decision matrix to evaluate options and recommend a course of action
- Understand the concept of practical significance in data analysis
This course is unique because it connects foundational analytics concepts directly to bedside scenarios, helping you bridge the gap between data science and patient care in ways that resonate with clinical teams.
To be successful in this project, you should have a background in basic healthcare operations and familiarity with quality improvement processes.
Learners will distinguish between analytical approaches and communicate their applications effectively to clinical teams in healthcare settings.
涵盖的内容
2个视频1篇阅读材料1个作业
显示有关单元内容的信息
2个视频•总计9分钟
Why Analytics Matter in Patient Care Decisions•2分钟
Communicating Analytics to Clinical Teams•6分钟
1篇阅读材料•总计12分钟
Descriptive vs. Prescriptive Analytics in Healthcare Settings•12分钟
1个作业•总计3分钟
Analytics Approaches Knowledge Check•3分钟
Module 2: Decision Matrix to Evaluate Options
第 2 单元•小时 后完成
单元详情
Learners will systematically evaluate healthcare options using structured decision-making frameworks and provide evidence-based recommendations.
涵盖的内容
2个视频1篇阅读材料1个作业1个非评分实验室
显示有关单元内容的信息
2个视频•总计17分钟
Building Effective Decision Matrices for Healthcare Scenarios•8分钟
Creating a Healthcare Decision Matrix in Excel•10分钟
1篇阅读材料•总计10分钟
Decision Matrix Fundamentals for Healthcare Applications•10分钟
1个作业•总计3分钟
Decision Matrix Application Knowledge Check•3分钟
1个非评分实验室•总计20分钟
Healthcare Staffing Decision Matrix: Evaluating Care Delivery Options•20分钟
Module 3: Practical Significance in Data Analysis
第 3 单元•小时 后完成
单元详情
Learners will distinguish between statistical significance and practical importance, applying appropriate thresholds to determine when findings warrant operational changes.
涵盖的内容
1个视频1篇阅读材料3个作业
显示有关单元内容的信息
1个视频•总计3分钟
When Numbers Don't Tell the Whole Story•3分钟
1篇阅读材料•总计10分钟
Practical Significance in Healthcare Data Analysis•10分钟
3个作业•总计34分钟
Practical Significance Assessment for Quality Improvement•16分钟
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