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Martin Kohn
This course is the continuation of Healthcare Analytics Essentials . If you have not yet taken the Healthcare Analytics Essentials course, it is recommended that you complete that course prior to this course. The foundational knowledge to support the project are carried through in this deeper dive into using healthcare analytics in management and administration.
Read more
This course is the continuation of Healthcare Analytics Essentials . If you have not yet taken the Healthcare Analytics Essentials course, it is recommended that you complete that course prior to this course. The foundational knowledge to support the project are carried through in this deeper dive into using healthcare analytics in management and administration.
Read more
This course is the continuation of Healthcare Analytics Essentials . If you have not yet taken the Healthcare Analytics Essentials course, it is recommended that you complete that course prior to this course. The foundational knowledge to support the project are carried through in this deeper dive into using healthcare analytics in management and administration.
This course provides you the opportunity to learn about how business analytics can improve the health organization performance and ways to identify and address issues that affect patient care. You will explore the components of care continuity, the strategies used to achieve continuity, and the characteristics of patient-centeredness. You will also review the structure and value of the randomized controlled trial and the need for decision-making at the individual level. Finally, you will learn about systems in healthcare, the 6Cs of systemness, and the five common properties of complex systems and the framework to create change.
Register for this course and see more details by visiting:
OpenCourser.com/course/jcxehr/analytics
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What's inside
Syllabus
Health Organization Performance
In this module you will learn about how business analytics can improve the health organization performance, including the common tools used to identify causes of problems that affect patient quality, the incidence and impact of adverse events, and the application of process mapping to help identify areas for bottlenecks and delays in patient care or patient flow.
Read more
Syllabus
Health Organization Performance
In this module you will learn about how business analytics can improve the health organization performance, including the common tools used to identify causes of problems that affect patient quality, the incidence and impact of adverse events, and the application of process mapping to help identify areas for bottlenecks and delays in patient care or patient flow.
Read more
Patient Centeredness and Continuity
In this module you will learn about the components of care continuity, the strategies used to achieve continuity, the characteristics of patient-centeredness, the programs in place for improving the structure of continuity and patient centeredness, and the opportunities to extend patient care beyond the hospital and the clinician’s office.
Evolution of Healthcare Evidence
In this module, you will learn about the structure and value of the randomized controlled trial, the need for decision making at the individual level and for new kinds of data and evidence to support this type of decision-making, the application of artificial intelligence and machine learning to help move toward personalized healthcare, and the importance of choosing outcomes of value to the patient.
Systems and Complexity in Healthcare
In this module you will learn about the concepts of a system, the 6Cs of systemness, the principles of system design, the five common properties of complex systems and the framework to create change.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Provides opportunities to improve the health organization performance by identifying causes of problems that affect patient quality and incidence and impact of adverse events
Explores concepts of a system, the 6Cs of systemness, the principles of system design, the five common properties of complex systems, and the framework to create change, which are established concepts in the healthcare industry
Develops the foundations of healthcare analytics for healthcare management and administration at an intermediate level
Taught by Martin Kohn, who are recognized for their work in healthcare analytics
Prerequisites are required before the start of this course
Save this course
Save Analytics in Healthcare Management and Administration to your list so you can find it easily later:
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Analytics in Healthcare Management and Administration with these
activities:
Review Healthcare Analytics Fundamentals
Show steps
Reviewing the basics of healthcare analytics will help you understand the concepts and techniques covered in this course.
Browse courses on
Healthcare Analytics
Show steps
-
Review the Healthcare Analytics Essentials course
-
Read articles and blog posts about healthcare analytics
-
Take a practice quiz on healthcare analytics fundamentals
Review Correlation and Regression Analysis
Show steps
Review the fundamentals of correlation and regression analysis to ensure a strong understanding before starting the course.
Show steps
-
Review lecture notes or textbook chapters on correlation and regression.
-
Practice solving problems involving correlation and regression using online resources or textbooks.
Course Materials Review and Consolidation
Show steps
Review and consolidate course materials to enhance your understanding of the key concepts and prepare for assessments.
Browse courses on
Healthcare Analytics
Show steps
-
Gather and organize notes, assignments, and study materials
-
Review and summarize key concepts
-
Create flashcards or mind maps for memorization
Seven other activities
Expand to see all activities and additional details
Show all ten activities
Connect with Healthcare Professionals
Show steps
Seek guidance and mentorship from experienced healthcare professionals to gain insights and enhance your understanding of the field.
Browse courses on
Healthcare Management
Show steps
-
Identify potential mentors in your field
-
Reach out and introduce yourself
-
Schedule meetings or informational interviews
-
Seek advice and guidance on career development and industry best practices
Learn about Business Analytics Tools
Show steps
Business analytics tools are essential for improving healthcare organization performance. This activity will help you learn how to use these tools effectively.
Browse courses on
Business Analytics
Show steps
-
Watch tutorials on business analytics tools
-
Practice using business analytics tools on sample data
-
Build a simple business analytics dashboard
Practice Identifying and Addressing Patient Safety Issues
Show steps
Identifying and addressing patient safety issues is a critical skill for healthcare professionals. This activity will help you practice this skill.
Browse courses on
Patient Safety
Show steps
-
Review the materials on patient safety
-
Complete practice exercises on identifying patient safety issues
-
Develop a plan for addressing patient safety issues in your organization
Answering Healthcare Management Questions
Show steps
Practice answering healthcare management questions to reinforce your understanding of the course concepts and improve your ability to apply them to real-world scenarios.
Browse courses on
Healthcare Analytics
Show steps
-
Identify challenging healthcare management questions
-
Gather and analyze relevant data
-
Develop and test hypotheses
-
Draw conclusions and make recommendations
Developing a Healthcare Performance Improvement Plan
Show steps
Create a healthcare performance improvement plan to demonstrate your understanding of the principles and processes involved in improving healthcare outcomes.
Browse courses on
Healthcare Management
Show steps
-
Assess the current state of healthcare performance
-
Identify areas for improvement
-
Develop and implement interventions
-
Monitor and evaluate the effectiveness of interventions
-
Make adjustments as needed
Develop a Patient-Centered Care Plan
Show steps
Patient-centered care is a key component of healthcare analytics. This activity will help you develop a plan for improving patient-centered care in your organization.
Browse courses on
Patient-Centered Care
Show steps
-
Identify the needs of your patients
-
Develop a plan for meeting those needs
-
Implement the plan and track its progress
Write a Blog Post on Healthcare Analytics in Action
Show steps
Writing a blog post will help you synthesize your learning and share your knowledge with others. This activity will also help you improve your communication skills.
Browse courses on
Healthcare Analytics
Show steps
-
Choose a topic for your blog post
-
Research your topic
-
Write your blog post
-
Publish your blog post
Review Healthcare Analytics Fundamentals
Show steps
Reviewing the basics of healthcare analytics will help you understand the concepts and techniques covered in this course.
Browse courses on
Healthcare Analytics
Show steps
Show steps
Show steps
- Review the Healthcare Analytics Essentials course
- Read articles and blog posts about healthcare analytics
- Take a practice quiz on healthcare analytics fundamentals
Review Correlation and Regression Analysis
Show steps
Review the fundamentals of correlation and regression analysis to ensure a strong understanding before starting the course.
Show steps
Show steps
Show steps
- Review lecture notes or textbook chapters on correlation and regression.
- Practice solving problems involving correlation and regression using online resources or textbooks.
Course Materials Review and Consolidation
Show steps
Review and consolidate course materials to enhance your understanding of the key concepts and prepare for assessments.
Browse courses on
Healthcare Analytics
Show steps
Show steps
Show steps
- Gather and organize notes, assignments, and study materials
- Review and summarize key concepts
- Create flashcards or mind maps for memorization
Seven other activities
Expand to see all activities and additional details
Show all ten activities
Connect with Healthcare Professionals
Show steps
Seek guidance and mentorship from experienced healthcare professionals to gain insights and enhance your understanding of the field.
Browse courses on
Healthcare Management
Show steps
Show steps
Show steps
- Identify potential mentors in your field
- Reach out and introduce yourself
- Schedule meetings or informational interviews
- Seek advice and guidance on career development and industry best practices
Learn about Business Analytics Tools
Show steps
Business analytics tools are essential for improving healthcare organization performance. This activity will help you learn how to use these tools effectively.
Browse courses on
Business Analytics
Show steps
Show steps
Show steps
- Watch tutorials on business analytics tools
- Practice using business analytics tools on sample data
- Build a simple business analytics dashboard
Practice Identifying and Addressing Patient Safety Issues
Show steps
Identifying and addressing patient safety issues is a critical skill for healthcare professionals. This activity will help you practice this skill.
Browse courses on
Patient Safety
Show steps
Show steps
Show steps
- Review the materials on patient safety
- Complete practice exercises on identifying patient safety issues
- Develop a plan for addressing patient safety issues in your organization
Answering Healthcare Management Questions
Show steps
Practice answering healthcare management questions to reinforce your understanding of the course concepts and improve your ability to apply them to real-world scenarios.
Browse courses on
Healthcare Analytics
Show steps
Show steps
Show steps
- Identify challenging healthcare management questions
- Gather and analyze relevant data
- Develop and test hypotheses
- Draw conclusions and make recommendations
Developing a Healthcare Performance Improvement Plan
Show steps
Create a healthcare performance improvement plan to demonstrate your understanding of the principles and processes involved in improving healthcare outcomes.
Browse courses on
Healthcare Management
Show steps
Show steps
Show steps
- Assess the current state of healthcare performance
- Identify areas for improvement
- Develop and implement interventions
- Monitor and evaluate the effectiveness of interventions
- Make adjustments as needed
Develop a Patient-Centered Care Plan
Show steps
Patient-centered care is a key component of healthcare analytics. This activity will help you develop a plan for improving patient-centered care in your organization.
Browse courses on
Patient-Centered Care
Show steps
Show steps
Show steps
- Identify the needs of your patients
- Develop a plan for meeting those needs
- Implement the plan and track its progress
Write a Blog Post on Healthcare Analytics in Action
Show steps
Writing a blog post will help you synthesize your learning and share your knowledge with others. This activity will also help you improve your communication skills.
Browse courses on
Healthcare Analytics
Show steps
Show steps
Show steps
- Choose a topic for your blog post
- Research your topic
- Write your blog post
- Publish your blog post
Career center
Learners who complete Analytics in Healthcare Management and Administration will develop knowledge and skills
that may be useful to these careers:
Health Services Manager
Health Services Manager
A career as a Health Services Manager is ideal for someone who wants to make a meaningful impact on healthcare delivery. This course will help you build a foundation in business analytics, which is essential for managing healthcare organizations effectively.
Healthcare Financial Manager
Healthcare Financial Manager
Healthcare Financial Managers oversee the financial planning and management of healthcare organizations. This course will help you build a foundation in business analytics, which is essential for managing healthcare finances effectively.
Clinical Data Analyst
Clinical Data Analyst
Clinical Data Analysts use their expertise in data and healthcare to improve patient care. With the foundational knowledge you will learn in this course, you will be well-equipped to start or advance a career in this exciting field. You will be able to apply business analytics and strategies to improve health organization performance, identify and address issues that affect patient care, and evaluate the structure and value of randomized controlled trials.
Healthcare Information Manager
Healthcare Information Manager
Healthcare Information Managers are responsible for managing and analyzing healthcare data. This course will provide you with the skills you need to collect, analyze, and interpret healthcare data in order to improve patient care and organizational performance.
Healthcare System Analyst
Healthcare System Analyst
Healthcare System Analysts design and implement healthcare information systems. This course will provide you with the business analytics skills you need to understand and design healthcare systems effectively.
Healthcare Quality Analyst
Healthcare Quality Analyst
Healthcare Quality Analysts measure and evaluate the quality of healthcare services. This course will provide you with the skills you need to collect, analyze, and interpret healthcare data in order to improve patient care and organizational performance.
Healthcare Risk Manager
Healthcare Risk Manager
Healthcare Risk Managers identify and assess risks in healthcare organizations. This course will provide you with the business analytics skills you need to understand and manage healthcare risks effectively.
Healthcare Project Manager
Healthcare Project Manager
Healthcare Project Managers plan and manage healthcare projects. This course will provide you with the business analytics skills you need to understand and manage a healthcare project effectively.
Healthcare Consultant
Healthcare Consultant
Healthcare Consultants help healthcare organizations improve their performance and achieve their goals. The skills you will learn in this course, such as business analytics, identifying and addressing issues that affect patient care, and evaluating the structure and value of randomized controlled trials, will be invaluable in a role as a Healthcare Consultant.
Healthcare Statistician
Healthcare Statistician
Healthcare Statisticians apply statistical methods to analyze and interpret healthcare data. This course will help you build a foundation in business analytics, which is essential for managing healthcare statistics effectively.
Healthcare Executive
Healthcare Executive
Healthcare Executives are responsible for the overall management of healthcare organizations. This course will provide you with the business analytics skills and knowledge you need to make informed decisions and lead your organization to success.
Public Health Analyst
Public Health Analyst
Public Health Analysts assess and evaluate public health programs and policies. This course will provide you with the business analytics skills you need to understand and analyze public health data effectively.
Healthcare Policy Analyst
Healthcare Policy Analyst
Healthcare Policy Analysts analyze and evaluate healthcare policies and programs. The skills you will learn in this course, such as business analytics and evaluating the structure and value of randomized controlled trials, will be valuable in a career as a Healthcare Policy Analyst.
Pharmaceutical Analyst
Pharmaceutical Analyst
Pharmaceutical Analysts assess and evaluate new pharmaceutical products. With the skills you will learn in this course, you can understand and analyze clinical data to support the development and marketing of new pharmaceuticals.
Health Economist
Health Economist
Health Economists apply economic principles to analyze and evaluate healthcare systems and policies. The skills you will learn in this course, such as business analytics and evaluating the structure and value of randomized controlled trials, will be valuable in a role as a Health Economist.
For more career information including salaries, visit:
OpenCourser.com/course/jcxehr/analytics
Reading list
We've selected eight books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Analytics in Healthcare Management and Administration.
Provides a thorough overview of healthcare analytics, including the methods and tools used to collect, analyze, and interpret data to improve decision-making in healthcare organizations.
Provides a practical guide to patient-centered care, including strategies for improving communication, shared decision-making, and patient satisfaction.
Provides insights into how established organizations can successfully innovate and avoid the innovator's dilemma.
Provides a practical guide to systems thinking, including the concepts, tools, and methods for improving the performance of healthcare systems.
Explores the complex nature of healthcare systems and the implications for healthcare delivery and policy.
Provides insights into how to disrupt the healthcare industry and create new value for patients.
Save
Provides a systems engineering approach to healthcare, which can help to improve the safety, quality, and efficiency of healthcare delivery.
Provides a comprehensive overview of health economics, including the theoretical and empirical foundations of health economics and the application of economic principles to healthcare policy.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/jcxehr/analytics
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Via
Coursera
Institution
Northeastern University
Instructor
Martin Kohn
Language
English
Good to know
Provides opportunities to improve the health organization performance by identifying causes of problems that affect patient quality and incidence and impact of adverse events
Explores concepts of a system, the 6Cs of systemness, the principles of system design, the five common properties of complex systems, and the framework to create change, which are established concepts in the healthcare industry
Develops the foundations of healthcare analytics for healthcare management and administration at an intermediate level
Taught by Martin Kohn, who are recognized for their work in healthcare analytics
Prerequisites are required before the start of this course
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