Graduate students talking with advisor

MS Healthcare Analytics and Intelligence Curriculum

The M.S. in Healthcare Analytics and Intelligence curriculum comprises 36 credits and can be taken on a full-time or part-time basis or fast-tracked to finish in just one year. Hybrid in-person and online courses and evening classes allow greater flexibility for busy schedules. Our program places emphasis on data-driven results, problem-solving, operations excellence and interprofessional leadership. The core of the program’s course load focuses on providing data-driven analytical solutions to complex problems facing healthcare services organizations and is buttressed by courses providing general business acumen tailored toward healthcare.

After completing this program, you will be ready to:

  • Identify and solve issues facing healthcare provider organizations in the midst of value-based reimbursement shifts.
  • Develop the data analytical skills needed to drive decision-making in population health.
  • Improve organizational performance through operations excellence.
  • Lead inter-professional teams of physicians, nurses, and other providers.

Course Details

Healthcare Core

(Select 9 credits)

Population Health - 3 credits - [34:501:520]

Population Health is worth 3 credits. Course description to be added once available.

Health Care Economics - 3 credits - [34:501:512]

Health Care Economics is worth 3 credits. Course description to be added once available.

Healthcare Finance - 3 credits - [22:390:659]

This course is designed with an emphasis on applications of analytical tools in healthcare organizations. Combinations of lectures and discussions on different topics important to healthcare finance will enable students to develop analytical skills necessary to solve a variety of financial management problems. After completing this course, students should be able to analyze investment decisions, evaluate different sources of financing projects, analyze cost of capital, understand the issues of reimbursements including physician payments, capitated payments and fee-for-service payments, differences between for-profit and non-profit organizations, taxable and tax-exempt bond issues and their impact on the supply of charity care by non-profit hospitals, and the operations of physicians’ practice.

Healthcare Marketing - 3 credits - [22:630:625]

The market of healthcare services is quite unique: although patients receive the services, the payment comes from insurances and government agencies. So, who to market to and how to market is a complex question that yields unique answers. This course provides an understanding of the frameworks, tools, and strategies for marketing healthcare services. Main topics covered include patient behavior, market segmentation and targeting, pricing, branding, relationship management, marketing research, promotion, and advertising of healthcare services. Students will learn to develop and implement effective and efficient marketing plans for healthcare services.

Healthcare Services Management - 3 credits - [22:799:696]

This course provides strategies, techniques, and best practices to improve unit, organizational, and integrated delivery system performance by applying key concepts from operations and supply chain management to the healthcare context. Topics include the operational implications of current regulatory and reimbursement trends; organizational design and referral patterns; vertical integration and professional services outsourcing; healthcare policies and legal issues related to aligning physicians and hospitals, clinical integration via information technologies (e.g., electronic health records and regional health information exchanges); service process design; quality assurance; managing population health; and project management for healthcare organizations. The objective is to effectively manage information, material and financial exchanges for healthcare provider organizations to improve the quality of services and efficiency.

US Healthcare Systems & Managed Markets - 3 credits - [22:373:622]

The health care industry in the United States is one of the most controversial and changing systems in the global economy. In recent years it has transformed into a conglomerate of public and private entities; each with its own agenda, funding sources and place in the market. Topics of discussion will include characteristics of the health care system, public/private sector roles, health care markets, managed care impact, congressional proposals, health policy changes, health care reform strategies, and the role of patients/consumers.

Business Core

(Select 6 credits)

Lean Six Sigma - 3 credits - [22:799:676]

Lean six sigma is an application of the quantitative six sigma quality management techniques within a lean enterprise. The goal is to create an efficient organization that continuously reduces waste and operates at the most efficient levels possible. In addition to covering the fundamentals of Lean and Six Sigma, this course will equip students with other important tools and strategies to improve the performance of business processes.  Students will practice solving business problems and improving processes through case studies, team exercises and simulations, self-assessments, and guest lectures.  Topics covered will include: six sigma improvement methodology and tools, lean manufacturing tools and approaches, dashboards and other business improvement techniques.  Students will also gain an understanding of: the strategic importance of business improvement, the need for fact based management, the significance of change management, and how to deploy these tools in different parts of the value chain.

Accounting for Managers - 3 credits - [22:010:577]

This course is an introduction to financial statement analysis, which builds on the fundamentals of accounting, including understanding the accounting equation and its application in building the balance sheet, the income statement, and the statement of cash flows. Basic accounting concepts, accounting principles, and the audit report are presented. Students work in teams to analyze corporate financial statements. The relationship of economic value to accounting measurement is explored together with factors influencing management choices among competing valuation principles. Theory is applied to the valuation of the asset, liability, and owners' equity accounts. Emphasizes the heavy reliance on estimates in constructing financial statements and how management can use such estimates to strategically manage its reporting responsibilities.

Valuation of New Business Ventures - 3 credits - [22:799:648]

Knowledge contained in the supply chain can be used to foster new demand-driven product innovations and to initiate new ventures. Virtual company teams are formed to plan the design, assembly, marketing and distribution of new innovative products. A business plan will be formed by each virtual company team. The business plan will include: a marketing plan; financial analysis including income statements and balance sheets, procurement, supplier alliances, logistics and fulfillment plans for the products to be produced. A design plan for the proposed new product will also be produced. The expected outcome of each project is a marketable new product together with a design of its supply chain that is resilient, profitable, cost-effective, and responsive to the highly dynamic market. A large number of project opportunities will be encountered as the participants work through the introductory material.

Prerequisite of Accounting for Managers (22:010:577) or Financial Accounting for Managers (34:501:515)

Introduction to Project Management - 3 credits - [22:799:661]

One of the most critical elements in the competitiveness and growth of organizations is project management. Projects are the drivers of innovation and change and no organization can survive today without the successful completion of projects. Furthermore, almost every MBA graduate may sooner or later be required to manage a project. This course will present the classical foundations of project management and introduce students to the world of real life project problems. Upon completion of this course, students will understand the basic concepts and critical factors of initiating, planning, organizing, controlling, and running a project. They will be able to develop a project plan, build a project team and adapt their project management style to the unique project characteristics. Course topics will include: project initiation, project success dimensions, integration, scope, planning, controlling and monitoring, time, cost and risk management, project organization, project teamwork, and project adaptation.

Analytics and Intelligence Core

(Select 12 credits)

Data Analytics and Decision Making - 3 credits - [22:544:575]

This course introduces statistics as applied to managerial problems. Emphasis is on conceptual understanding as well as conducting statistical analyses. Students learn the limitations and potential of statistics, gain hands-on experience using Excel, as well as comprehensive packages, such as R or SAS. Topics include descriptive statistics, continuous distributions, confidence intervals for means and proportions, and regression. Application areas include finance, operations, and marketing. Introduces the basic concepts of model building and its role in rational decision making. Knowledge of specific modeling techniques, such as linear and nonlinear programming, decision analysis, and simulation, along with some insight into their practical application is acquired. Students are encouraged to take an analytic view of decision making by formalizing trade-offs, specifying constraints, providing for uncertainty, and performing sensitivity analyses. Students form groups to collect and analyze data, and to write and present a final report.

Analytics for Business Intelligence - 3 credits - [22:544:641]

Analytics for Business Intelligence is worth 3 credits. Course description to be added once available.

Prerequisite of 22:960:575 (if Data Analytics and Decision Making (22:544:575), need override)

Data Analysis and Visualization - 3 credits - [22:544:646]

Data Analysis and Visualization is worth 3 credits. Course description to be added once available.

Business Data Management - 3 credits - [22:544:603]

The purpose of this course is to provide students with an understanding of database technology and its application in managing data resources. The conceptual, logical, and physical design of databases will be analyzed. A database management system will be used as a vehicle for illustrating some of the concepts discussed in the course.

Business Intelligence for Supply Chains and Marketing - 3 credits - [22:799:670]

Business Intelligence (BI) plays a pivotal role in supply chain management and collaboration. SAP BI is fully integrated with SAP SCM and ECC, with the ability to improve inventory visibility, customer service, and demand management. This course offers an overview of BI in the field of supply chain management, and addresses how to leverage SAP BI to define KPIs, sharpen the accuracy of forecasting and planning, track business activities, and deliver dashboards, scorecards, strategic reporting, and operational/real -time reporting to enhance supply chain decision making. As a case study, how Microsoft manages SAP BI internally for business analytics and strategic insights will be introduced.

Prerequisite of Healthcare Operations Analysis (22:799:586)

Artificial Intelligence for Supply Chain Management - 3 credits - [22:799:641]

Artificial Intelligence for Supply Chain Management is worth 3 credits. Course description to be added once available.

Prerequisite of Healthcare Operations Analysis (22:799:586)

Healthcare Operations Analysis - 3 credits - [22:799:586]

The objective of this course is to introduce qualitative and quantitative models and tools to efficiently manage operations for healthcare services and extended healthcare supply chains. Topics include demand forecasting and management; appointment scheduling systems; resource and capacity planning; queuing and managing waiting lines; hospital procurement and Group Purchasing Organizations (GPOs); inventory and material management; drug distribution and pharmaceutical supply chains.

Healthcare Analytics - 3 credits - [22:799:638]

This course reviews data sources, data processing, and data analytics models and tools with a focus on care provider performance in cost efficiency, revenue, process, clinical outcomes, and patient safety, and patient experience. Upon completing the course, students should be able to perform business analytics in the above areas. The course will greatly improve the relevance of the healthcare analytics curriculum and also allow students to have hand-on & guided practices of analytics with common data in the healthcare industry.

Prerequisite of Healthcare Operations Analysis (22:799:586) or Business Analytics Programming (22:544:660)


(3 credits)

Optional Practical Training - 0 credits - For international students

This Optional Practical Training course is available for international students and is worth 0 credits.

Industry Client Project - 3 credits - [22:799:650]

In this course, students form teams to work on real life consulting projects provided by healthcare organizations under faculty supervision. The healthcare organization will appoint a senior executive as the contact person for each team and the team will interact with the corresponding organization at least 3 times during the project: initial briefing and data collection, mid-term reporting and final presentation. The course aims to integrate the whole curriculum of the proposed degree program, and build students’ problem solving skills and teamwork skills using real life consulting engagement, thus significantly enhances students’ employability.

Suggested for final semester or after Healthcare Analytics (22:799:638)


(Select 6 credits)

Business Analytics Programming - 3 credits - [22:544:660]

Our goal in this course is to learn the principles of programming for business analytics using the Python and R programming languages. Programming is the fundamental background skill based on which all Information Systems are built. Even if it is not your goal to become a software developer, it is essential for an MBA graduate with concentration in Analytics and Information Management to possess a working knowledge of programming and fundamental insights into what a programmer does. This course provides you with this essential knowledge.

Prerequisite of 22:544:641

Machine Learning - 3 credits - [26:198:622]

Machine Learning is worth 3 credits. Course description to be added once available.

Linear Programming - 3 credits - [26:711:651]

Linear Programming is worth 3 credits. Course description to be added once available.

Business Forecasting - 3 credits - [22:544:608]

Business Forecasting is worth 3 credits. Course description to be added once available.

Multivariate Analysis - 3 credits - [26:960:670]

Multivariate Analysis is worth 3 credits. Course description to be added once available.

Python Methodologies - 3 credits - [16:137:552]

Python Methodologies is worth 3 credits. Course description to be added once available.

Pharma Purchase & Supply Chain Management - 1 credit - [22:799:647]

Pharma Purchase & Supply Chain Management is worth 1 credit. Course description to be added once available.

Supply Chain Management Strategies - 3 credits - [16:137:552]

Supply Chain Management Strategies is worth 3 credits. Course description to be added once available.

Prerequisite of Healthcare Operations Analysis (22:799:586)

Global Procurement and Supply Management - 3 credits - [22:799:608]

All companies into today’s competitive global marketplace face unprecedented pressures to create both shareholder and customer value. CEO’s and CFO’s recognize that their competitive success is linked to the performance of their procurement and strategic sourcing function. A superior procurement and strategic sourcing process can increase shareholder returns by up to 15% while improving the level of service to the customer. Students who take this course will be provided with a strategic overview of procurement and supply chain management as they apply in today’s global marketplace.

Business Communication - 2 credits - [22:373:551]

Business Communication is worth 2 credits. Course description to be added once available.

Management Skills - Professional Development - 3 credits - [22:620:550]

This course explores human dynamics by examining the role of management and learning styles in the effective functioning of organizations. Topics include personality types, motivation, cognition and learning, communication, team development, and leadership. Through class discussions, case analyses, simulations, and group projects, students learn critical managerial skills such as communication, decision making, conflict resolution, and team building.

Healthcare Law and Ethics - 1 credit - [22:799:629]

This course covers important legal and regulation issues such as Stark law, anti-kickback, anti-trust, and EMTALA, as well as their implications on the operations and management of healthcare services organizations. It provides updates on the last legislation changes and also discusses physician employment models and work ethics issues in healthcare services organizations.

Healthcare Leadership Principles - 1 credit - 22:799:628

The healthcare industry is rapidly changing – new regulations and government policies are rolled out rapidly, new technologies and business models are emerging quickly. Therefore, it is important to keep up with the latest policy, technological innovations and best practices.  This course is designed to keep students current on the latest developments in this industry. Senior executives, accomplished researchers, industry observers and federal and local government officials are among the relevant speakers who will be invited to present the latest developments and trends in the management of healthcare services organizations. Classes will be carried out in multiple forms, such as seminars, forums and panels. Topics will be solicited each semester from our industry advisory board, faculty and students.

Healthcare Innovation and Technology Management - 1 credit - [22:799:651]

The course examines, from a managerial perspective, the critical issues in planning and implementation of healthcare technologies such as electronic health record (EHR), Radio Frequency Identification (RFID), telemedicine, social media and mobile devices, personal health records, and other emerging technologies. It examines salient issues such as benefits from, selection of, and user support of EHR. It also addresses emerging concepts of Regional Health Information Exchanges and provides an overview of Practice Management Systems.

Financial Accounting for Managers - 3 credits - [34:501:515]

Financial Accounting for Managers is worth 3 credits. Course description to be added once available.

Health Disparity - 3 credits - [34:833:513]

Health Disparity is worth 3 credits. Course description to be added once available.

“As healthcare continues to move away from fee-for-service to pay-for-performance, it is critical for both healthcare providers and administrators to develop expertise in the analytics that identify and track population health outcomes and in the strategic realignment and integration of providers to facilitate the transition to the new model of healthcare delivery.”
—  Marc Klapholz, MD, FACC, Professor and Chair, Department of Medicine, Rutgers New Jersey Medical School, Chief of Service (Medicine), University Hospital