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Martin Kohn
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.
Read more
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.
Read more
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
Register for this course and see more details by visiting:
OpenCourser.com/course/9s08tq/healthcare
What's inside
Syllabus
Overview of Statistics and Business Analytics
This course will help you to see how healthcare analytics fits into data science and business analytics. It will invite you to apply analytical thinking to understanding healthcare delivery, improving quality of patient care, and integrating analytics into the organization’s overall strategy.
Read more
Syllabus
Overview of Statistics and Business Analytics
This course will help you to see how healthcare analytics fits into data science and business analytics. It will invite you to apply analytical thinking to understanding healthcare delivery, improving quality of patient care, and integrating analytics into the organization’s overall strategy.
Read more
Medical Outcomes Measurements
In this module, you will learn about the various aspects of healthcare outcomes and how you can choose the relevant and important ones. You will be introduced to the different types of measurements, the challenges of outcome measurement, and the importance of Patient-Reported Outcomes Measurements (PROMs). You will also learn about analyzing data, interpreting the results, and the challenges involved in collecting the data and using it to implement plans.
Physician Performance Metrics
In this module, you will learn how to define quality of care, explain the components of evaluating physicians and discuss how formal performance measures, as well as surveys, are tracked and reported. The content covered in this module will provide a better understanding of the relationship between using business analytics to guide and influence both process and change management.
People and Organizations
In this module you will learn about physician burnout and its effects on patient care, the importance of the peer review panel process to ensuring quality care delivery, the characteristics and sustainability of high reliability organizations, and the role of business analytics to identify errors in high reliability organizations.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Examines advanced analytics tools and techniques used in healthcare to improve patient outcomes and delivery of medical care
Describes key issues in medicine using analytics and data science, such as improving healthcare delivery, developing new treatments, and optimizing patient outcomes
Utilizes a case-based approach to seamlessly integrate healthcare business analytics into the overall organizational strategy
Suitable for those seeking a career change in the healthcare sector who desire knowledge in data-driven decision making
Appropriate for professionals currently working in the healthcare sector as a provider, payer, or administrator
Provides practical knowledge through readings, analytical tools, concepts, and principles in the course
Save this course
Save Healthcare Analytics Essentials 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 Healthcare Analytics Essentials with these
activities:
Review Statistics Background
Show steps
brushing up statistics will help students feel more confident and refreshed when the course begins
Browse courses on
Statistics
Show steps
-
Review key concepts of probability and statistics (e.g., mean, median, mode, standard deviation)
-
Practice solving basic statistical problems
Healthcare Analytics Resources
Show steps
developing a compilation can help students retain course material better and provide them a resource they can leverage long-term
Show steps
-
Identify and gather relevant books, articles, and websites on healthcare analytics
-
Organize the resources into a structured format (e.g., using a spreadsheet or database)
-
Annotate the resources with brief summaries and notes
Join a Healthcare Analytics Study Group
Show steps
collaborating with peers can provide new perspectives, deepen understanding, and strengthen the student's support network
Show steps
-
Find or form a study group with other students taking the course
-
Meet regularly to discuss course material, work on assignments together, and prepare for exams
Four other activities
Expand to see all activities and additional details
Show all seven activities
Practice Data Analysis with Healthcare Datasets
Show steps
additional practice using various healthcare datasets can supplement the techniques learned in the course
Show steps
-
Find open-source healthcare datasets (e.g., from Kaggle or the National Cancer Institute)
-
Apply data analysis techniques (e.g., descriptive statistics, regression, clustering) to the datasets
-
Interpret the results and draw insights
Attend a Healthcare Analytics Workshop
Show steps
workshops can provide further insights into the practical aspects of healthcare analytics in addition to those taught in the course
Show steps
-
Research and identify relevant healthcare analytics workshops
-
Register and attend the workshop
-
Actively participate in the workshop activities and discussions
Participate in a Healthcare Analytics Competition
Show steps
engaging in friendly competitions can encourage students to apply their skills with competitive challenges and encourage them to go above and beyond
Show steps
-
Identify and register for healthcare analytics competitions
-
Form a team (optional)
-
Develop and submit a solution to the competition
Mentor a Junior Healthcare Analytics Professional
Show steps
teaching others not only reinforces the student's own understanding but also builds confidence in their ability
Show steps
-
Identify junior healthcare analytics professionals who could benefit from mentorship
-
Offer your guidance and support
Review Statistics Background
Show steps
brushing up statistics will help students feel more confident and refreshed when the course begins
Browse courses on
Statistics
Show steps
Show steps
Show steps
- Review key concepts of probability and statistics (e.g., mean, median, mode, standard deviation)
- Practice solving basic statistical problems
Healthcare Analytics Resources
Show steps
developing a compilation can help students retain course material better and provide them a resource they can leverage long-term
Show steps
Show steps
Show steps
- Identify and gather relevant books, articles, and websites on healthcare analytics
- Organize the resources into a structured format (e.g., using a spreadsheet or database)
- Annotate the resources with brief summaries and notes
Join a Healthcare Analytics Study Group
Show steps
collaborating with peers can provide new perspectives, deepen understanding, and strengthen the student's support network
Show steps
Show steps
Show steps
- Find or form a study group with other students taking the course
- Meet regularly to discuss course material, work on assignments together, and prepare for exams
Four other activities
Expand to see all activities and additional details
Show all seven activities
Practice Data Analysis with Healthcare Datasets
Show steps
additional practice using various healthcare datasets can supplement the techniques learned in the course
Show steps
Show steps
Show steps
- Find open-source healthcare datasets (e.g., from Kaggle or the National Cancer Institute)
- Apply data analysis techniques (e.g., descriptive statistics, regression, clustering) to the datasets
- Interpret the results and draw insights
Attend a Healthcare Analytics Workshop
Show steps
workshops can provide further insights into the practical aspects of healthcare analytics in addition to those taught in the course
Show steps
Show steps
Show steps
- Research and identify relevant healthcare analytics workshops
- Register and attend the workshop
- Actively participate in the workshop activities and discussions
Participate in a Healthcare Analytics Competition
Show steps
engaging in friendly competitions can encourage students to apply their skills with competitive challenges and encourage them to go above and beyond
Show steps
Show steps
Show steps
- Identify and register for healthcare analytics competitions
- Form a team (optional)
- Develop and submit a solution to the competition
Mentor a Junior Healthcare Analytics Professional
Show steps
teaching others not only reinforces the student's own understanding but also builds confidence in their ability
Show steps
Show steps
Show steps
- Identify junior healthcare analytics professionals who could benefit from mentorship
- Offer your guidance and support
Career center
Learners who complete Healthcare Analytics Essentials will develop knowledge and skills
that may be useful to these careers:
Medical Statistician
Medical Statistician
Medical Statisticians design and analyze studies to evaluate the safety and efficacy of new drugs and treatments. They work with researchers to develop statistical methods for collecting and analyzing data, and they interpret the results of studies to draw conclusions about the effectiveness of new treatments. This course can help you develop the skills you need to be a successful Medical Statistician by providing you with a strong foundation in healthcare analytics. You will learn how to use data to design and analyze clinical trials, and you will develop the skills you need to interpret the results of studies.
Healthcare Administrator
Healthcare Administrator
Healthcare Administrators are responsible for the day-to-day operations of healthcare facilities, ensuring that they run smoothly and efficiently. They work with a variety of stakeholders, including physicians, nurses, and patients, to ensure that everyone has the resources they need to provide and receive quality care. This course can help you develop the skills you need to be a successful Healthcare Administrator by providing you with a strong foundation in healthcare analytics. You will learn how to use data to make informed decisions about patient care, resource allocation, and other important aspects of healthcare management. This knowledge will be invaluable in helping you to improve the quality and efficiency of healthcare delivery.
Quality Improvement Specialist
Quality Improvement Specialist
Quality Improvement Specialists work with healthcare organizations to improve the quality of patient care. They use data to identify areas where care can be improved, and they develop and implement strategies to address these problems. This course can help you develop the skills you need to be a successful Quality Improvement Specialist by providing you with a strong foundation in healthcare analytics. You will learn how to use data to identify and analyze quality problems, and you will develop the skills you need to develop and implement effective quality improvement initiatives.
Health Informatics Specialist
Health Informatics Specialist
Health Informatics Specialists use technology to improve the quality and efficiency of healthcare. They work with healthcare providers, researchers, and other stakeholders to develop and implement new systems and tools. This course can help you develop the skills you need to be a successful Health Informatics Specialist by providing you with a strong foundation in healthcare analytics. You will learn how to use data to identify trends and patterns in healthcare, and you will develop the skills you need to develop and implement effective health informatics solutions.
Risk Manager
Risk Manager
Risk Managers identify and assess risks to healthcare organizations. They work with stakeholders to develop and implement strategies to mitigate these risks. This course can help you develop the skills you need to be a successful Risk Manager by providing you with a strong foundation in healthcare analytics. You will learn how to use data to identify and assess risks, and you will develop the skills you need to develop and implement effective risk management strategies.
Healthcare Consultant
Healthcare Consultant
Healthcare Consultants provide advice to healthcare organizations on how to improve their operations and performance. They work with clients to identify problems, develop solutions, and implement changes. This course can help you develop the skills you need to be a successful Healthcare Consultant by providing you with a strong foundation in healthcare analytics. You will learn how to use data to identify trends, patterns, and opportunities for improvement. This knowledge will be invaluable in helping you to develop effective solutions for your clients.
Health Policy Analyst
Health Policy Analyst
Health Policy Analysts develop and evaluate policies that affect the healthcare system. They work with policymakers, researchers, and other stakeholders to ensure that policies are based on evidence and that they meet the needs of the population. This course can help you develop the skills you need to be a successful Health Policy Analyst by providing you with a strong foundation in healthcare analytics. You will learn how to use data to analyze the impact of health policies and to develop evidence-based recommendations.
Public Health Analyst
Public Health Analyst
Public Health Analysts collect and analyze data to identify and address public health problems. They work with policymakers, researchers, and other stakeholders to develop and implement programs to improve the health of the population. This course can help you develop the skills you need to be a successful Public Health Analyst by providing you with a strong foundation in healthcare analytics. You will learn how to use data to identify trends and patterns in public health, and you will develop the skills you need to develop and evaluate programs to address these problems.
Pharmaceutical Sales Representative
Pharmaceutical Sales Representative
Pharmaceutical Sales Representatives sell drugs and medical devices to physicians and other healthcare professionals. They work with healthcare providers to educate them about new products and to help them make decisions about which products to prescribe or use. This course can help you develop the skills you need to be a successful Pharmaceutical Sales Representative by providing you with a strong foundation in healthcare analytics. You will learn how to use data to understand the needs of healthcare providers and to develop effective sales strategies.
Data Analyst
Data Analyst
Data Analysts collect, clean, and analyze data to help businesses make informed decisions. They work with a variety of stakeholders to identify trends and patterns in data, and they develop reports and visualizations to communicate their findings. This course can help build a foundation in healthcare analytics, which can be helpful for Data Analysts who want to work in the healthcare industry. You will learn how to use data to identify trends and patterns in healthcare, and you will develop the skills you need to communicate your findings to a variety of audiences.
Physician Assistant
Physician Assistant
Physician Assistants practice medicine under the supervision of a physician. They provide a wide range of services, including diagnosing and treating illnesses, prescribing medication, and performing minor surgeries. This course can help you develop the skills you need to be a successful Physician Assistant by providing you with a strong foundation in healthcare analytics. You will learn how to use data to make informed decisions about patient care, and you will develop the skills you need to work effectively with physicians.
Statistician
Statistician
Statisticians collect, analyze, and interpret data to help businesses make informed decisions. They work with a variety of stakeholders to identify trends and patterns in data, and they develop models to predict future outcomes. This course can build a foundation in healthcare analytics, which can be helpful for Statisticians who want to work in the healthcare industry. You will learn how to use data to identify trends and patterns in healthcare, and you will develop the skills you need to develop and interpret statistical models.
Medical Writer
Medical Writer
Medical Writers create educational and marketing materials for the healthcare industry. They work with physicians, researchers, and other healthcare professionals to develop accurate and informative content. This course can help you develop the skills you need to be a successful Medical Writer by providing you with a strong foundation in healthcare analytics. You will learn how to use data to identify trends and patterns in healthcare, and you will develop the skills you need to write clear and concise content for a variety of audiences.
Registered Nurse
Registered Nurse
Registered Nurses provide direct patient care, working with physicians and other healthcare professionals to deliver the best possible care. They assess patients' conditions, administer medication, and provide emotional support. This course can help you develop the skills you need to be a successful Registered Nurse by providing you with a strong foundation in healthcare analytics. You will learn how to use data to identify trends in patient care, and you will develop the skills you need to work effectively with other members of the healthcare team.
Actuary
Actuary
Actuaries use mathematics and statistics to assess risk and uncertainty. They work with insurance companies, banks, and other financial institutions to develop products and strategies to manage risk. This course may help build a foundation in healthcare analytics, which can be helpful for Actuaries who want to work in the healthcare industry. You will learn how to use data to identify trends and patterns in healthcare, and you will develop the skills you need to develop and interpret actuarial models.
For more career information including salaries, visit:
OpenCourser.com/course/9s08tq/healthcare
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
Healthcare Analytics Essentials .
Save
Provides a comprehensive overview of statistical methods used in healthcare. It covers topics such as descriptive statistics, inferential statistics, and regression analysis. It valuable resource for students and practitioners who want to learn more about the field.
This handbook offers a practical guide to healthcare data analytics, covering the key concepts, methods, and applications in this field. It valuable resource for healthcare professionals, data analysts, and researchers.
Provides a strong foundation of medical statistics, which is useful for understanding how to utilize healthcare analytics most effectively.
This introductory book on biostatistics provides a foundational understanding of the statistical methods commonly used in biological and biomedical research. It is useful for students and researchers who need a solid background in biostatistics.
Provides a comprehensive overview of healthcare innovation and analytics. It covers topics such as healthcare technology, healthcare business models, and healthcare data analysis. It valuable resource for students and practitioners who want to learn more about the field.
Provides a comprehensive overview of healthcare analytics for beginners. It covers topics such as healthcare data collection, analysis, and interpretation. It valuable resource for students and practitioners who want to learn more about the field.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/9s08tq/healthcare
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Level
Introductory
Via
Coursera
Institution
Northeastern University
Instructor
Martin Kohn
Language
English
Transcript
tiếng Việt
Good to know
Examines advanced analytics tools and techniques used in healthcare to improve patient outcomes and delivery of medical care
Describes key issues in medicine using analytics and data science, such as improving healthcare delivery, developing new treatments, and optimizing patient outcomes
Utilizes a case-based approach to seamlessly integrate healthcare business analytics into the overall organizational strategy
Suitable for those seeking a career change in the healthcare sector who desire knowledge in data-driven decision making
Appropriate for professionals currently working in the healthcare sector as a provider, payer, or administrator
Provides practical knowledge through readings, analytical tools, concepts, and principles in the course
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