Health Informatics (HINF)

HINF 0200. Health and Medicine for Nonclinicians. 3 Hours.

Examines the social organization of healthcare in the United States, including discussion of the settings in which healthcare is provided and the role of public and private organizations in funding and regulating healthcare. Provides an overview of how the biological aspects of the body integrate with the psychological and social aspects of the mind to influence both health behavior and healthcare delivery. Offers an opportunity to gain an understanding of how individuals, healthy and ill, access the healthcare system and move within the system to secure the appropriate level of care. Introduces basic healthcare terminology.

HINF 1990. Elective. 1-4 Hours.

Offers elective credit for courses taken at other academic institutions.

HINF 2990. Elective. 1-4 Hours.

Offers elective credit for courses taken at other academic institutions.

HINF 3990. Elective. 1-4 Hours.

Offers elective credit for courses taken at other academic institutions.

HINF 4990. Elective. 1-4 Hours.

Offers elective credit for courses taken at other academic institutions.

HINF 5101. Introduction to Health Informatics and Health Information Systems. 3 Hours.

Introduces the history and current status of information systems in healthcare: information architectures, administrative and clinical applications, evidence-based medicine, information retrieval, decision support systems, security and confidentiality, bioinformatics, information system cycles, the electronic health record, key health information systems and standards, and medical devices. Prereq. (a) Junior, senior, or graduate standing and (b) enrollment in Graduate Health Informatics Program.

HINF 5102. Data Management in Healthcare. 3 Hours.

Explores issues of data representation in healthcare systems, including patient and provider identification, audit trails, authentication, and reconciliation. Discusses underlying design of repositories for electronic health records (EHRs) and computerized provider order entry (CPOE) systems. Includes an overview of privacy issues, legislation, regulations, and accreditation standards unique to healthcare. Prereq. Junior, senior, or graduate standing.

HINF 5105. The American Healthcare System. 3 Hours.

Covers the organization, financing, and outcomes of the U.S. healthcare system. Studies opportunities and challenges to improve the cost and quality of healthcare and expand adequate coverage to all. Prereq. Enrollment in Health Informatics Graduate Program; non–health informatics students may be able to take the course with permission of the program director.

HINF 5110. Global Health Information Management. 3 Hours.

Studies the challenges of managing health information systems in the United States, Canada, India, China, the United Kingdom, Saudi Arabia, Singapore, Taiwan, Ghana, and Malawi. Differences in healthcare systems and national regulations make the process slightly different in each country. By exploring environments with varying degrees of regulation, students have an opportunity to think critically about the impact that a nation’s environment has on health information management. Discusses case studies to encourage students to think about health informatics from a managerial perspective across private companies, government, and nongovernment organizations.

HINF 5200. Theoretical Foundations in Personal Health Informatics. 4 Hours.

Offers an introduction to and foundation for personal health informatics by reviewing major theories and models of health behavior change and health education at individual, interpersonal, and community levels in a wide variety of settings and populations. Health behavior change is arguably our greatest hope for reducing the burden of preventable physical and mental disease and death around the world. A thorough understanding of health behavior change theories is thus essential to developing and translating personal health interface technologies into practice and policy that can result in more powerful interventions and more robust theories. Emphasizes cultural and health disparities, global applications, advances in health communications, and the use of electronic media (e-health) and mobile media (m-health). Prereq. (a) Senior standing and permission of instructor or (b) graduate standing.

HINF 5300. Personal Health Interface Design and Development. 4 Hours.

Explores the design of innovative personal health human-computer interface technologies. Examples include assistive technologies that aid persons with disabilities, consumer wellness promotion applications, patient education and counseling systems, interfaces for reviewing personal health records, and elder care and social network systems that monitor health and support independent living. Offers students an opportunity to work in teams to build a prototype personal health interface system to solve a real problem. Topics include needs assessment and participatory research, iterative user interface design methods for health interface development, computational sensing of health states and behavior, software architectures for iteratively testing prototype personal health interface technologies, human-computer interaction issues related to personal health technology, and technology transfer requirements to support future validation studies of technology. Prereq. Senior or graduate standing.

HINF 5301. Personal Health Technologies: Field Deployment and System Evaluation. 4 Hours.

Explores the deployment and evaluation of innovative personal health technologies. In this project-based course, students work in teams to deploy and evaluate a prototype personal health technology that has been previously developed by students in HINF 5300. Offers students an opportunity to develop a research plan to measure the effectiveness, usability, and/or feasibility of the technology; recruit study participants; deploy the technology; and analyze the data collected. Also offers students an opportunity to learn about each of these steps and work toward producing a publishable-quality research paper on the technology and results of the efficacy study, as well as to prepare a grant application that extends the technology and research methodology. Additional topics include technology transfer and implications on health policy. Prereq. Junior, senior, or graduate standing.

HINF 5976. Directed Study. 3 Hours.

Offers students an opportunity to examine standard health informatics material in fresh ways or new health informatics material that is not covered in formal courses. Prereq. Health informatics students only.

HINF 6201. Organizational Behavior, Work Flow Design, and Change Management. 3 Hours.

Reviews the concepts, issues, and practices of organizational behavior at the individual, group, and organizational levels. Offers an opportunity to learn how to gather information from users and understand the users’ point of view and problems. Examines processes and work flow in healthcare environments. Seeks to explain organizational structures and analyze business processes and how they are translated into specifications to build a RFP for vendors. Also examines fundamentals of organizational behavior and change management.

HINF 6202. Business of Healthcare Informatics. 3 Hours.

Focuses on the business practices relating to health information technology. Includes departmental design and management, capital and operating budgets, the budget planning process, and infrastructure design and strategic planning. Other topics include evaluation of vendors, vendor selection, clinical administration systems, and the design and management of integrated delivery networks.

HINF 6205. Creation and Application of Medical Knowledge. 3 Hours.

Explores the relationship between clinical data and clinical knowledge and how both are developed and deployed in organizations to support improvements in patient care and research. Topics covered include what medical data is available and how it should be accessed, analyzed, and organized to support evidence-based medicine and research. Analyzes current and future approaches to clinical decision support and expert system development and how they can be deployed via new or existing knowledge-management infrastructures.

HINF 6210. Data Management in Healthcare. 3 Hours.

Explores issues of data representation and retrieval in healthcare systems, including patient and provider identification, clinical data, audit trails, authentication, and reconciliation. Discusses underlying design of repositories for electronic health records (EHR), computerized provider order entry (CPOE), and enterprise data warehousing and reporting systems and mechanisms for data sharing and transfer. Includes an overview of privacy issues, legislation, regulations, and accreditation standards unique to healthcare.

HINF 6215. Project Management. 3 Hours.

Introduces students to managing healthcare informatics projects, including the tools and techniques used to manage small, medium, and large software and systems projects. Topics include project planning, project management tools, estimating, budgeting, human resource management, and the like. All phases of a project are discussed, and students are required to develop a project plan for a health informatics project as part of the course.

HINF 6220. Database Design, Access, Modeling, and Security. 3 Hours.

Designed to provide an introduction to the theory and application of database management systems. Topics covered include the relational model, basic and intermediate query formulation using structured query language, database design using the entity relational model, and database normalization and optimization. In addition to these traditional topics, this course covers a sample of emerging topics relevant to the healthcare professional, including personal health information, privacy and security considerations, XML as a data model, and clinical data warehousing and mining.

HINF 6225. Health Systems Lab. 3 Hours.

Provides an in-depth, small-group, and class experience in the process of identification, evaluation, and selection of healthcare technology systems to improve the quality and efficiency of healthcare and generate maximal return on investment for organizations in healthcare. Prereq. HINF 5101 and enrollment in Graduate Health Informatics Program or permission of program director.

HINF 6230. Strategic Topics in Programming For Health Professionals. 3 Hours.

Designed to provide an introduction to the theory and application of object-oriented programming. Topics related to the process of programming include establishing an environment, naming conventions, and troubleshooting. Coverage of principles of programming include variables, operators, and flow control. Object-oriented principles of inheritance, encapsulation, and polymorphism are implemented using Java. Prereq. HINF 5101 and enrollment in Graduate Health Informatics Program or permission of program director.

HINF 6240. Improving the Patient Experience through Informatics. 3 Hours.

Explores the current and future dynamics influencing care for patients. The patient experience is a key differentiator in delivery of healthcare. Technology makes a difference for the patient in both the delivery of advanced care applications and innovation. Discusses and explores technology and workflow enhancements that could work to improve the patient experience from a cost, quality, and care perspective. Examines best practices and organizations and evaluates how they are using informatics to deliver a better patient experience. Analyzes change management and why change is difficult within healthcare and explores case studies on how to make change happen and the role that change plays in connection with technology. People, process, and technology all need to be present to offer an ideal experience.

HINF 6325. Legal and Social Issues in Health Informatics. 3 Hours.

Introduces the ethical, legal, and social issues arising in the use of computerized technology and information systems in the delivery of healthcare. Case studies are used to discuss the role of law in the design and implementation of health informatics systems; the U.S. healthcare regulatory environment; and the structure, concepts, and process of decision making on health matters in legislative, administrative, and judicial bodies. Prereq. HINF 5101; full-time students can take HINF 6325 concurrently with HINF 5101 with permission of program director.

HINF 6330. Emerging Technologies in Healthcare. 3 Hours.

Examines trends and drivers of innovation in general and in healthcare and how emerging technologies are adapted and evaluated. Introduces students to how emerging technologies are being applied to improve electronic health records, computerized provider order entry systems, regional health information organizations, personal health records, telemedicine, new imaging systems, robotic surgery, pharmacogenomics, and national-level biosurveillance. Prereq. HINF 5101.

HINF 6335. Management Issues in Healthcare Information Technology. 3 Hours.

Uses case studies to identify typical issues confronting chief information officers in healthcare organizations, including human resource management, strategic planning, project management, vendor contract negotiations, budgeting, service levels, etc. Prereq. HINF 5101.

HINF 6340. Introduction to Genomics and Bioinformatics. 3 Hours.

Introduces the study of genes and their function and the principles, concepts, methods, and tools used to process data from biological experiments, focusing particularly on biological sequence data. Includes topics such as DNA and protein sequence alignment and analysis, sequence analysis software, and database searching. Prereq. HINF 5101.

HINF 6345. Design for Usability in Healthcare. 3 Hours.

Focuses on the design of usable, user-centered information technology (IT), particularly healthcare IT applications. Covers interaction design principles and methods and the role, function, and appropriate use of various design approaches. Prereq. HINF 5101 and enrollment in Health Informatics Graduate Program; non-health informatics students may be able to take the course with permission of the program director.

HINF 6350. Public Health Surveillance and Informatics. 3 Hours.

Offers students an opportunity to learn how public health information is generated, collected, transferred, and shared. Discusses the principles and practice of public health surveillance as well as the application of health informatics standards and methods in the design of surveillance systems. Also reviews the core components of analysis and interpretation of population data. Prereq. HINF 5101 and enrollment in Health Informatics Graduate Program; non-health informatics students may be able to take the course with permission of the program director.

HINF 6355. Key Standards in Health Informatics Systems. 3 Hours.

Reviews the different healthcare informatics standards for storing and exchanging data in healthcare technology systems. Covers where and how they are used, where and why they are not used, and an overview of some of the types of products available to facilitate their use. Seeks to demystify the details behind the standards. Offers students an opportunity to work through examples in small groups in class and discuss issues involving the standards’ adoption and use. Prereq. HINF 5101 and enrollment in Health Informatics Graduate Program; non-health informatics students may be able to take the course with permission of the program director.

HINF 6400. Introduction to Health Data Analytics. 3 Hours.

Introduces the field of health data analytics. Topics include understanding stakeholder needs; the variety of types of health data; software tools; as well as case studies from pharma, public health, electronic health records, claims data, and home-monitoring data. Emphasizes the importance of understanding the complexity and potential biases in how health data (direct or indirect) is collected and represented. Presents all data-analytic discussions within a context of health data and stakeholder information needs. Offers students an opportunity to practice presenting the results of analyses.

HINF 6404. Patient Engagement Informatics and Analytics. 3 Hours.

Studies patient engagement and health informatics systems and analyses of data collected from these systems. Patient engagement is the ability and willingness of patients to manage their own health and care combined with interventions to increase patient involvement in their own health and care, as well as other positive health behaviors. In these interventions, health informatics systems and analyses of data are used. Offers students an opportunity to engage in data analytic exercises to investigate the underlying design and implementation of health informatics systems used in patient engagement initiatives. Presents an overview of the current state, new technologies, and other areas (health reform, legal, privacy, quantified self) influencing the future direction of patient engagement.

HINF 6405. Quantifying the Value of Informatics. 3 Hours.

Examines the various ways in which health informatics delivers value to organizations. Organizations invest in informatics because they believe that doing so will enable them to meet their objectives. The course offers students a series of tools to use to quantify value, which can help them to articulate and assess the value of potential investments in informatics. Examines case studies to offer students an opportunity to practice articulating the value of informatics in real settings.

HINF 6962. Elective. 1-4 Hours.

Offers elective credit for courses taken at other academic institutions.

HINF 7370. Health Informatics Internship. 1 Hour.

Offers a form of experiential learning in which students do unpaid work off-campus in healthcare-related workplace settings. It is appropriate for students without professional experience in a healthcare-related organization who are not enrolling in co-op. Students are expected to work collaboratively with the instructor to identify an appropriate site placement. Faculty members provide guidance and mentoring and work collaboratively with on-site supervisors. Prereq. Enrollment in Health Informatics Graduate Program; students should consult with the program director and determine a site placement prior to registering for this course.

HINF 7701. Health Informatics Capstone Project. 3 Hours.

Offers students an opportunity to integrate knowledge gained in the classroom with real-world problems. Consists of practical work and research in a major area of health informatics. Potential areas of work include design or analysis of health informatics systems, programs, or applications; program planning; and policy development. Encourages community-based participatory projects. To the extent possible, capstone projects have as a goal an active contribution to the health informatics field. Students initiate and design capstone projects in consultation with working professionals. Faculty members provide guidance and mentoring. Prereq. Completion of at least three semesters of graduate study in health informatics; students should consult with the program director and mutually agree on a project prior to the start of the semester.

HINF 7976. Directed Study. 1-4 Hours.

Offers independent work under the direction of members of the department on a chosen topic. Course content depends on instructor.

HINF 8982. Readings. 1-8 Hours.

Offers selected readings under the supervision of a faculty member. Personal health informatics PhD students only.

HINF 9990. Dissertation. 2-4 Hours.

Offers selected work with the agreement of a dissertation supervisor.

HINF 9996. Dissertation Continuation. 0 Hours.

Continues work with the agreement of a dissertation supervisor.