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Harold P. Lehmann, MD, Ph.D.
Improving health and healthcare institutions requires understanding of data and creation of interventions at the many levels at which health IT interact and affect the institution. These levels range from the external “world” in which the institution operates down to the specific technologies. Data scientists find that, when they aim at implementing their models in practice, it is the “socio” components that are both novel to them and mission critical to success. At the end of this course, students will be able to make a quick assessment of a health informatics problem—or a proposed solution—and to determine what is missing and what more needs to be learned.
Read more
Improving health and healthcare institutions requires understanding of data and creation of interventions at the many levels at which health IT interact and affect the institution. These levels range from the external “world” in which the institution operates down to the specific technologies. Data scientists find that, when they aim at implementing their models in practice, it is the “socio” components that are both novel to them and mission critical to success. At the end of this course, students will be able to make a quick assessment of a health informatics problem—or a proposed solution—and to determine what is missing and what more needs to be learned.
Read more
Improving health and healthcare institutions requires understanding of data and creation of interventions at the many levels at which health IT interact and affect the institution. These levels range from the external “world” in which the institution operates down to the specific technologies. Data scientists find that, when they aim at implementing their models in practice, it is the “socio” components that are both novel to them and mission critical to success. At the end of this course, students will be able to make a quick assessment of a health informatics problem—or a proposed solution—and to determine what is missing and what more needs to be learned.
Who Is This Class For?
Physicians, nurses, pharmacists, social workers, and other allied health professionals interested in expanding their understanding of digital health, big data, health information systems, and the unintended consequences of disruptive innovation in the healthcare system. The course is also aimed at those with technical, engineering, or analytics backgrounds who want to understand the nuances of those topics when it comes to healthcare.
Register for this course and see more details by visiting:
OpenCourser.com/course/cc1b06/the
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What's inside
Syllabus
Overview of Health Informatics
In this module, you will be given an introduction to the course and its foundational concepts. After providing examples of health IT in the contexts of patients, providers, and populations—the three contexts we always return to—we articulate the drivers that motivate developments in health IT and informatics. We then provide the core definitions of key terms (like “health IT” and “informatics”) and introduce the core framework for your work in this course, the Informatics Stack.
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Syllabus
Overview of Health Informatics
In this module, you will be given an introduction to the course and its foundational concepts. After providing examples of health IT in the contexts of patients, providers, and populations—the three contexts we always return to—we articulate the drivers that motivate developments in health IT and informatics. We then provide the core definitions of key terms (like “health IT” and “informatics”) and introduce the core framework for your work in this course, the Informatics Stack.
Read more
Traffic lights
Traffic lights
Read about what's good
what should give you pause and
possible dealbreakers
Strong fit for individuals seeking to expand their understanding of digital health and health information systems
Suitable for learners with backgrounds in medicine, healthcare, engineering, and analytics
Taught by highly qualified instructors with backgrounds in medicine and data science
Coursework provides a comprehensive overview of the field of health informatics
Instructors emphasize the importance of considering the socio-technical aspects of health IT implementation
May be less suitable for learners with no prior exposure to healthcare or health IT
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Reviews summary
Socio-technical context of health informatics
According to learners, this course provides a solid foundation for understanding the complex interplay between social and technical aspects in healthcare. Many found the Informatics Stack framework particularly insightful and useful for structuring thinking about health IT problems. Students appreciate the clear explanations and the course's relevance for both clinicians and technical professionals. While the course is well-structured and the materials are high-quality, some reviewers suggest that it is more of an introduction or overview, requiring further study for deep practical application. Overall, it is seen as a valuable starting point.
Offers a wide-ranging introduction.
"This course gives a very comprehensive overview of the social and technical factors in health informatics."
"It covers a lot of ground, providing a solid introduction to many different aspects of health IT."
"I feel I got a good understanding of the key concepts and contexts in health informatics."
"The course provides a broad survey of the field rather than diving deeply into one area."
Well-produced lectures and readings.
"The video lectures are well-produced and the instructors explain concepts clearly."
"I found the assigned readings to be highly relevant and supplemented the lectures effectively."
"The course materials are well-organized and easy to follow."
"Overall, the content and delivery were professional and engaging."
Explains core ideas clearly.
"The course does an excellent job of explaining foundational concepts like interoperability, privacy, and evaluation."
"I learned a lot about the policy drivers and historical context that shaped health IT today."
"The modules on data standards and technology hype cycles were particularly informative."
"It provides strong definitions and explanations of key terms used in the field."
Appeals to both clinicians and technical staff.
"As a clinician, I found the technical context explained well, making it accessible."
"Coming from a technical background, the course helped me understand the unique challenges and context of healthcare."
"This course is perfect for bridging the gap between healthcare operations and technical implementation."
"It's valuable for anyone working in healthcare, regardless of their specific role or technical skill level."
Framework provides a useful structure.
"The Informatics Stack framework is brilliant and provides a great mental model for analyzing health IT systems."
"Understanding the Informatics Stack was a game-changer for how I approach health informatics challenges."
"I really liked the Informatics Stack concept; it helped me organize all the different pieces."
"The stack framework was very helpful in breaking down complex systems into manageable layers."
Best as an intro; not deeply practical.
"While great as an introduction, it's not enough for deep practical application or technical skills."
"I see this as a first step; I'll need more specialized courses for hands-on informatics work."
"It provides the 'why' and the 'what' but less of the 'how' in terms of implementation."
"Don't expect to become an expert from this course alone, but it's a crucial starting point."
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 The Social and Technical Context of Health Informatics with these
activities:
Review data science topics
Show steps
Refresh your knowledge of data science concepts to better grasp new material.
Browse courses on
Data Science
Show steps
-
Review basic statistics and probability
-
Practice data cleaning and wrangling
-
Implement common machine learning algorithms
Compile a data science resource library
Show steps
Organize and gather valuable resources, including articles, videos, and tutorials, to enhance your learning journey.
Browse courses on
Data Science
Show steps
-
Identify and collect high-quality resources
-
Categorize and organize resources
-
Create a central repository for easy access
Refresh Statistical Methods
Show steps
Reinforce the foundational methods and concepts that underpin this course.
Browse courses on
Statistical Methods
Show steps
-
Solve practice problems
-
Review statistical software
-
Participate in online forums or study groups
Seven other activities
Expand to see all activities and additional details
Show all ten activities
Complete online tutorials on EHR systems
Show steps
Follow guided instructions to learn about EHR systems and their use in healthcare, enriching your understanding of health informatics.
Show steps
-
Identify reputable online courses or tutorials
-
Work through the tutorials at your own pace
-
Practice using EHR systems in a simulated environment
Compile Health Informatics Resources
Show steps
Gather and organize resources to supplement the coursework and deepen understanding of the field.
Browse courses on
Health Informatics
Show steps
-
Collect articles, research papers, and online materials
-
Create a digital or physical notebook
-
Share the compilation with classmates
Build a healthcare dashboard
Show steps
Develop a dashboard that visualizes key healthcare metrics, improving your understanding of data analysis and presentation.
Browse courses on
Data Visualization
Show steps
-
Identify relevant healthcare metrics
-
Design and implement a user interface
-
Connect to data sources and visualize data
-
Test and iterate on the dashboard
Complete Data Analytics Exercises
Show steps
Sharpen skills by solving data analytics problems related to healthcare settings.
Browse courses on
Data Analytics
Show steps
-
Solve online practice problems
-
Complete coding exercises
-
Participate in data analytics competitions
Attend an informatics workshop
Show steps
Engage in hands-on learning and discussions with experts in the field, supplementing your theoretical knowledge.
Show steps
-
Research and identify relevant workshops
-
Register and attend the workshop
-
Actively participate and ask questions
Design a Health IT Solution
Show steps
Apply course concepts to create a proposal for a health IT solution that addresses a specific healthcare problem.
Browse courses on
Health IT
Show steps
-
Identify a healthcare problem
-
Research existing solutions
-
Design a prototype
-
Present the proposal
Mentor junior students in health informatics
Show steps
Share your knowledge and skills by mentoring others, reinforcing your understanding and contributing to the community.
Show steps
-
Identify opportunities to mentor
-
Establish a mentoring relationship
-
Provide guidance and support to mentees
Review data science topics
Show steps
Refresh your knowledge of data science concepts to better grasp new material.
Browse courses on
Data Science
Show steps
Show steps
Show steps
- Review basic statistics and probability
- Practice data cleaning and wrangling
- Implement common machine learning algorithms
Compile a data science resource library
Show steps
Organize and gather valuable resources, including articles, videos, and tutorials, to enhance your learning journey.
Browse courses on
Data Science
Show steps
Show steps
Show steps
- Identify and collect high-quality resources
- Categorize and organize resources
- Create a central repository for easy access
Refresh Statistical Methods
Show steps
Reinforce the foundational methods and concepts that underpin this course.
Browse courses on
Statistical Methods
Show steps
Show steps
Show steps
- Solve practice problems
- Review statistical software
- Participate in online forums or study groups
Seven other activities
Expand to see all activities and additional details
Show all ten activities
Complete online tutorials on EHR systems
Show steps
Follow guided instructions to learn about EHR systems and their use in healthcare, enriching your understanding of health informatics.
Show steps
Show steps
Show steps
- Identify reputable online courses or tutorials
- Work through the tutorials at your own pace
- Practice using EHR systems in a simulated environment
Compile Health Informatics Resources
Show steps
Gather and organize resources to supplement the coursework and deepen understanding of the field.
Browse courses on
Health Informatics
Show steps
Show steps
Show steps
- Collect articles, research papers, and online materials
- Create a digital or physical notebook
- Share the compilation with classmates
Build a healthcare dashboard
Show steps
Develop a dashboard that visualizes key healthcare metrics, improving your understanding of data analysis and presentation.
Browse courses on
Data Visualization
Show steps
Show steps
Show steps
- Identify relevant healthcare metrics
- Design and implement a user interface
- Connect to data sources and visualize data
- Test and iterate on the dashboard
Complete Data Analytics Exercises
Show steps
Sharpen skills by solving data analytics problems related to healthcare settings.
Browse courses on
Data Analytics
Show steps
Show steps
Show steps
- Solve online practice problems
- Complete coding exercises
- Participate in data analytics competitions
Attend an informatics workshop
Show steps
Engage in hands-on learning and discussions with experts in the field, supplementing your theoretical knowledge.
Show steps
Show steps
Show steps
- Research and identify relevant workshops
- Register and attend the workshop
- Actively participate and ask questions
Design a Health IT Solution
Show steps
Apply course concepts to create a proposal for a health IT solution that addresses a specific healthcare problem.
Browse courses on
Health IT
Show steps
Show steps
Show steps
- Identify a healthcare problem
- Research existing solutions
- Design a prototype
- Present the proposal
Mentor junior students in health informatics
Show steps
Share your knowledge and skills by mentoring others, reinforcing your understanding and contributing to the community.
Show steps
Show steps
Show steps
- Identify opportunities to mentor
- Establish a mentoring relationship
- Provide guidance and support to mentees
Career center
Learners who complete The Social and Technical Context of Health Informatics will develop knowledge and skills
that may be useful to these careers:
Clinical Informaticist
Clinical Informaticist
Clinical Informaticists analyze and interpret patient data to improve healthcare delivery. This course provides a strong foundation in health informatics, including data analysis, information systems, and workflow optimization. By understanding the social and technical context of health informatics, Clinical Informaticists can make informed decisions about how to implement and use health IT to improve patient care.
Health Information Manager
Health Information Manager
Health Information Managers are responsible for the management and security of patient health information. This course provides a comprehensive overview of health informatics, including data governance, privacy, and security. By understanding the social and technical context of health informatics, Health Information Managers can develop and implement effective strategies to protect patient data.
Health IT Project Manager
Health IT Project Manager
Health IT Project Managers plan, implement, and manage health IT projects. This course provides a strong foundation in project management, as well as an understanding of the social and technical challenges of implementing health IT. By understanding the big picture of health informatics, Health IT Project Managers can ensure that projects are successful and meet the needs of all stakeholders.
Medical Data Analyst
Medical Data Analyst
Medical Data Analysts collect, analyze, and interpret medical data to improve patient care. This course provides a strong foundation in data analysis, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, Medical Data Analysts can ask the right questions and provide meaningful insights that can drive better healthcare decisions.
Health Policy Analyst
Health Policy Analyst
Health Policy Analysts develop and evaluate health policy. This course provides a strong foundation in health policy, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, Health Policy Analysts can develop policies that are informed by evidence and that meet the needs of the population.
Healthcare Management Consultant
Healthcare Management Consultant
Healthcare Management Consultants advise healthcare organizations on how to improve their operations. This course provides a strong foundation in healthcare management, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, Healthcare Management Consultants can provide valuable advice to organizations.
Medical Writer
Medical Writer
Medical Writers create written content about medical topics for a variety of audiences. This course provides a strong foundation in medical writing, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, Medical Writers can create content that is accurate, informative, and engaging.
Health Educator
Health Educator
Health Educators teach people about health and wellness. This course provides a strong foundation in health education, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, Health Educators can use technology to create and deliver educational programs that are effective and engaging.
Public Health Informaticist
Public Health Informaticist
Public Health Informaticists use data to improve public health. This course provides a strong foundation in public health informatics, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, Public Health Informaticists can develop and implement data-driven interventions that improve the health of the population.
Health Information Technician
Health Information Technician
Health Information Technicians manage and maintain patient health information. This course provides a strong foundation in health information technology, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, Health Information Technicians can ensure that patient data is accurate, complete, and secure.
Health Information Specialist
Health Information Specialist
Health Information Specialists provide information and support to patients and families. This course provides a strong foundation in health information services, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, Health Information Specialists can provide patients and families with the information they need to make informed decisions about their health.
Medical Librarian
Medical Librarian
Medical Librarians provide information and support to healthcare professionals and researchers. This course provides a strong foundation in medical librarianship, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, Medical Librarians can provide healthcare professionals and researchers with the information they need to provide the best possible care to their patients.
Health Informatics Researcher
Health Informatics Researcher
Health Informatics Researchers conduct research on the use of information technology in healthcare. This course provides a strong foundation in health informatics research, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, Health Informatics Researchers can conduct research that leads to new and innovative ways to use technology to improve healthcare.
Health Informaticist
Health Informaticist
Health Informaticists design, develop, and implement health information systems. This course provides a strong foundation in health informatics, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, Health Informaticists can create systems that are efficient, effective, and user-friendly.
Chief Health Information Officer
Chief Health Information Officer
Chief Health Information Officers (CHIOs) are responsible for the overall management of health information systems. This course provides a strong foundation in health informatics leadership, as well as an understanding of the social and technical context of health informatics. By understanding the big picture of health informatics, CHIOs can make informed decisions about how to use technology to improve healthcare.
For more career information including salaries, visit:
OpenCourser.com/course/cc1b06/the
Reading list
We've selected six 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
The Social and Technical Context of Health Informatics.
Save
Provides a comprehensive overview of health informatics, covering topics from the planning and design of health IT systems to the evaluation of their effectiveness. can serve as a valuable resource for those who want to gain a deeper understanding of the field.
Provides a comprehensive overview of the ethical issues in healthcare informatics. The book discusses the various ethical issues and challenges that arise in the use of health IT, as well as the ethical principles that can be used to guide decision-making.
Provides an introduction to the field of health care information systems, covering topics such as the history of health care information systems, the different types of health care information systems, and the benefits and challenges of using health care information systems.
Save
Provides a comprehensive overview of the role of artificial intelligence in healthcare. The book discusses the latest advances in AI, as well as the challenges and opportunities of using AI to improve patient care.
Provides a comprehensive overview of human factors in health informatics. The book discusses the various human factors issues that can arise in the use of health IT systems.
Provides a comprehensive overview of quality assurance and improvement in health informatics. The book discusses the various methods and tools for ensuring the quality of health IT systems and data.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/cc1b06/the
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Rating
4.3
Effort
Approx. 9 hours
Level
Introductory
Via
Coursera
Institution
Johns Hopkins University
Instructor
Harold P. Lehmann, MD, Ph.D.
Language
English
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آذربایجان دیلی
This course belongs to a
collection
called
Health Informatics. It's comprised of five courses:
- The Social and Technical Context of Health Informatics (viewing)
- The Data Science of Health Informatics
- Leading Change in Health Informatics
- The Outcomes and Interventions of Health Informatics
- Culminating Project in Health Informatics
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