On-Campus Online

Master of Science in Health Care Informatics

Healthcare Data Analytics Specialization

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Healthcare Data Analytics Specialization

The Healthcare Data Analytics (HDA) specialization is intended for students who are passionate about a career in data science. In this track, students take a deep dive into all facets of data analytics as they apply to health care informatics, including biostatistics, machine learning and systems analysis and design. Courses in this track are taught by informaticists who currently work in data science, meaning our students get unparalleled insight and instruction from experts in the field of analytics. Graduates of this specialization will be able to proficiently utilize advanced analytics tools and programming skills to design unique solutions that solve a wide array of current and evolving health care problems.

This track is for students who: have some exposure to health informatics and are interested in working in data science, analytics or health informatics research. Many students who complete this track choose to pursue a career in health care research, data science and/or health care analytics and some will also go on to pursue doctoral-level studies in data science.

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Curriculum for Students in the Healthcare Data Analytics Specialization

Take 8 core courses plus 2 specialization courses
Optional elective courses may be available
Graduate in 20 months (5 terms)

Orientation

Prior to beginning your first term, you’ll be required to complete the program orientation course, which generally takes about 12-16 hours. The course is self-paced but is mandatory. Please plan your schedule accordingly.

Core Courses – Taken By All Students

Course	Units
Health Information Management (HCIN 540) Learn foundational knowledge and skills in health information management, informatics, and U.S. healthcare delivery, with a focus on compute… Read More	3
Database Design and Knowledge Management (HCIN 543) Acquire advanced database skills such as database design, data structuring, modeling and the development of database management systems.… Read More	3
Clinical Documentation: Electronic Medical Record Systems Management (HCIN 552) Examine the intricate hardware and software requirements essential for Electronic Health Records (EHRs), and trace the historical trajectory… Read More	3
Systems Analysis and Design for Health Care Informatics (HCIN 542) Equips students with the essential knowledge and skills required for the planning, analysis, design, and implementation of computer-based in… Read More	3
Health Care Analytics (HCIN 547) Learn to use data analytics in addressing specific clinical queries, crafting clinical decision support rules, and employing precision medic… Read More	3
Health Care Leadership, Values and Social Justice (HCIN 556) Explore the role of leadership in driving innovation and change in healthcare organizations by examining leadership theories, ethics, values… Read More	3
Research Fundamentals and Biostatistics (HCIN 615) Develop skills to evaluate data for the purpose of formulating, resolving, and empirically testing data-driven hypotheses.… Read More	3
Health Care Informatics Capstone (HCIN 546) Explore how information technology and healthcare intersect to address modern challenges in health sciences, emphasizing the evaluation of h… Read More	3

Healthcare Data Analytics Specialization Courses

Course	Units
Population Health Analytics (HCIN 600) Focusing on the Institute for Healthcare Improvement’s Triple Aim, learn how data analytics can be used to identify and address health dis… Read More	3
Machine Learning Applications for Health Care (HCIN 620) Explore a range of ML methodologies and learn how ML methods derive insights from data, facilitating prediction, classification, clustering,… Read More	3

Optional Elective (Not Part of Your Degree Requirements)

Course	Units
Health Care Informatics Practicum – Independent Study (HCIN 545P) Gain practical experience in real-world healthcare informatics and data analytics settings, translating theoretical knowledge into practical… Read More	3

Frequently Asked questions

How much time will I need to dedicate to this program?

While this will vary from student to student, most students spend approximately 20 hours per week on their studies.

What is the difference between the online and on-campus versions of this program?

In terms of the quality of education you will receive, there is no difference between the online and the on-campus formats of the HCI program.

Both formats are 30 units
The same material is taught by the same faculty across both formats
The course learning outcomes and program learning outcomes are the same across both formats

Minor differences include:

On-campus students interact with one another directly within the classroom while online students engage in virtual sessions and online discussion forums.
The campus section only admits new students in the Fall, whereas the online section admits new students in Fall, Spring and Summer.
Online students will take one accelerated class at a time, and classes are taken year-round. Campus students will take 3 courses each Spring and Fall term, and have the Summer term term off. Optional elective coursework is available over the Summer for campus students.