Master of Education in Research, Measurement and Statistics (STEM)

at Kent State University USA

The Bachelor of Business Administration degree in Computer Information Systems provides students with a focus on the creation and supervision of the information systems that are commonly used in organizations of all types and sizes. There is a primary emphasis on problem-solving involving cloud computing systems and infrastructure, creating intuitive systems, business modeling and agile design, data management and business intelligence, cloud systems integration and project management and business experience.

Examples of information systems include airline reservation systems, mobile apps, bank automated teller systems, trading systems for stock exchanges, social media platforms and accounting/auditing systems.

Students can select electives to complement their knowledge base and interests such as in application design and development and other computing infrastructure that focus on the creation and maintenance of application used in smart phones and similar technologies and prepares students for careers as development engineers and system analysts. Students learn to use and manage cloud-based platforms to support and manage business processes and operations in organizations. Some material taught in courses correlate with the knowledge needed to pass professional certification exams.

Students participate in an internship, which involves a summer or a semester of paid professional experience in industry. Internship experience helps show the relevance of on-campus courses to professional work, helps students focus their career plans and often enables students to secure better jobs upon graduation.

The Bachelor of Science in Education degree in Integrated Mathematics prepares students for teacher licensure in grades 7-12. Students complete most of their content coursework during their first three years; methods coursework typically begins during the spring of their third year. During the final year of the program, candidates complete remaining content courses, mathematics teaching methods courses and a year-long placement in a local school district, which concludes with 13 weeks of student teaching in the spring.

Students are required to complete Bureau of Criminal Investigation and Identification (BCII) and Federal Bureau of Investigation (FBI) background checks.

Program Learning Outcomes

Graduates of this program will be able to:

• Successfully pass the Ohio Assessment Exam.
• Demonstrate understanding of the content and pedagogy of required IMTH courses.
• Successfully plan three types of lesson plans: conceptual, procedural, and relevance to teaching mathematics.
• Successfully complete student teaching.
• Create a unit plan in secondary mathematics.
• Model 5 problems of antiquity in Desmos or Geogebra.
• Fulfill the requirements of edTPA

The Master of Fine Arts degree in Theatre Design and Technology is a terminal degree designed for those who are interested in achieving the artistry and skills necessary to qualify as practicing professionals in the entertainment industry and/or professional theatre educators. The program is a three-year course of study with a flexible curriculum for students to explore areas of special interest.

The Theatre Design and Technology major comprises the following concentrations:

• The Lighting Design concentration balances instruction and experience in lighting design with instruction and experience in lighting technology. Studies include digital rendering, CAD, lighting technology and automated lighting. Students research and study all of aspects of theatrical lighting, including the design process from concept to execution, communication skills, integration of technology into design, documentation of the work and critical evaluation of the work.

Program Learning Outcomes
Graduates of this program will be able to:

• Acquire creative and technical ability to develop the design of a production from concept to finished product.
• Acquire advanced abilities in the unification of all design elements used in professional production.
• Understand analytical or academically oriented theatre studies in areas related to and supportive of the work in the major field such as history, theory, dramatic literature and performance studies.
• Understand information resources associated with theatrical design and production.
• Produce full working drawings for mounted productions.
• Analyze text, music and dance and the ways that historical, critical and theoretical content inform playwriting, acting, directing and design.
• Communicate ideas clearly and effectively to the theatre community, production teams and the public.
• Know the history of their area of specialization and have the ability to integrate that history into production design.
• Know current technology, tools and methods in their area of specialization and have the ability to integrate technology into production design.
• Know health and safety practices associated with theatre production.
• Communicate and navigate effectively within the field of professional theatrical production design.
• Demonstrate an understanding of professional ethics and practice.

The Bachelor of Arts degree in Physics prepares students for such varied fields as secondary education, patent law, science journalism or interdisciplinary science careers. The core requirements permit a large number of elective courses, which allow students to complete a minor or second major in preparation for an interdisciplinary career. This program is well suited for those with a strong interest not only in science but also in a non-science field. Students completing the program may choose to continue their physics studies on a graduate level.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate the technical and cognitive skills important in a good physicist, including the following:
  • Think critically and analytically.
  • Define a problem and how to solve problems.
  • Understand advanced mathematics (e.g., calculus and differential equations) and computer skills.
  • Use, design and even build lab equipment.
• Demonstrate the traits important in a good scientist, namely, hard working, creative, meticulous, persistence, tenacious and self confidence.
• Communicate results of their work to peers, to their instructors or supervisors, to various target groups within the physics community and to people outside the discipline.

The Bachelor of Science degree in Actuarial Mathematics prepares students for the actuarial profession. Actuaries are professionals who manage risk. They predict the likelihood of future events and model the financial impact of future scenarios. They find creative ways to mitigate the undesirable effects of future events. Although most actuaries are employed in the insurance and financial industries, many others work in the transportation, environmental, medical and manufacturing industries, as well as in government.

The Actuarial Mathematics major is highly interdisciplinary, integrating substantial coursework in business, computing and communications with a solid core of mathematics and statistics. Kent State University is one of only four institutions in Ohio to receive the Universities and Colleges with Actuarial Programs-Advanced Curriculum designation from the Society of Actuaries. The Kent State program prepares students for the first four of a series of examinations to receive professional certification as an actuary.

Program Learning Outcomes

Graduates of this program will be able to:

• Reason mathematically by using precise definitions, articulating assumptions and reasoning logically to conclusions.
• Engage effectively in problem solving by exploring examples, assessing the correctness of solutions and interpreting solutions in an actuarial context.
• Define, interpret and apply standard actuarial notation, terminology and formulas.
• Analyze various streams of cash flows, both certain and contingent.
• Apply methods from probability, statistics and stochastic processes to the solution of problems in actuarial science, finance and economics.
• Communicate solutions of mathematical problems clearly, both orally and in writing.
• Employ commonly used computer programming languages and software packages to solve problems in actuarial science, finance and economics.
• Demonstrate fundamental knowledge of finance, economics and accounting.

The Bachelor of Business Administration degree in Business Analytics provides students with understanding of the diverse knowledge they need to be effective business data analysts. The focus of the major is to develop students who will understand and be able to apply business analytics to real-world problems.

While the major's curriculum builds student expertise from theory, the focus is the practical application of the analytics knowledge. Therefore, the major primarily emphasizes problem-solving with data for strategic business decision-making using various analytics tools such as data visualization and machine-learning technologies. Examples of business analytics applications include marketing analysis or segmentation, city planning, delivery logistics, risk management, security and healthcare management.

Graduates from the program will be in demand for entry-level analytics positions in the workforce.

Program Learning Outcomes

Graduates of this program will be able to:

• Understand and assess business problems.
• Understand how to frame analytics problems.
• Use analytics tools to make strategic business decisions.
• Articulate and deliberate their ideas in writing and orally.
• Acquire, clean, present and tell stories with data.
• Communicate data analyses results effectively to all stakeholders in an organization.
• Analyze data in different business scenarios.

Graduates of the Bachelor of Business Administration degree will be able to:

• Recall strategic frameworks that are used to make business decisions.
• Perform basic calculations using quantitative tools that are used to support business decisions.
• Articulate and deliberate their ideas in writing.
• Articulate and deliberate their ideas orally.
• Identify ethical dilemmas and stakeholders.
• Recommend alternatives and consequences and choose a reasoned conclusion from the alternatives given.
• Identify global factors in making a business decision.
• Analyze global factors in making a business decision

The Master of Science degree in Data Science provides a focus on developing scientists who will understand the theories, methods and tools of data science and apply data science to solving research and workplace questions in the natural, health and social sciences for businesses and industries.

Data science is an emerging STEM discipline founded on the principles of mathematics and the sciences and developed through a synthesis of mathematics and computer science. One may think of data science as a blending together of methods and ideas from analysis, statistics, databases, big data, artificial intelligence, numerical analysis, graph theory and visualization for the purposes of finding information in data and applying that information to solving real-world problems.

Program Learning Outcomes
Graduates of this program will be able to:

• Ask the questions so that problems in a particular business or industrial situation become clear.
• Determine if the problem may be addressed with data science methods and tools, and if yes, propose potential methods for solving the problems.
• Make suggestions for how data science may be used to enhance the quality and value of currently existing products (whether the products are physical or methods) and how data science may be used in the development of new products.

The Master of Science degree in Exercise Physiology prepares graduates for a wide variety of career options, including exercise prescription and research, as well as future doctoral study. Representative faculty research includes the areas of body composition, metabolism/nutritional requirements, environment, clinical exercise physiology and the physiology of aging as it is influenced by physical activity and fitness.

Athletic training faculty also support the degree path with their areas of expertise in clinical and educational research in the field of athletic training.

The Exercise Physiology major includes the following optional concentration:

• The Athletic Training concentration is designed to serve the needs of post-certification (or certification-pending) students who wish to further their knowledge and skills in the athletic training profession while pursuing a master's degree. Students have the opportunity to pursue advanced clinical and academic training while obtaining knowledge and skills relative to effective clinical instruction and supervision. Advanced research skills are also a critical component to this advanced track program. Opportunities to perform research independently and/or in conjunction with program faculty are widely available.

Program Learning Outcomes

Graduates of this program will be able to:

• Pass one of the American College of Sports Medicine's (ACSM) or NSCA exams: Certified Exercise Physiologist (C-EP) or Certified Strength and Conditioning Specialist (CSCS).
• Demonstrate understanding of the physiology of human movement across the lifespan.
• Demonstrate detailed knowledge of the anatomy and physiology of the human and health and disease.
• Demonstrate knowledge of the pathophysiology of disease, risk factors and special exercise populations, according to the American College of Sports Medicine.

Graduates of the Athletic Training concentration will be able to:

• Apply the principles of the research process in athletic training by engaging with faculty and clinical staff in graduate research initiatives.
• Engage health care professionals and apply the knowledge gained, through their education in both the classroom and clinical settings.
• Engage in program improvement as part of a continuous quality improvement initiative by evaluating the effectiveness of the program through multiple evaluation resources.

The Bachelor of Integrative Studies degree provides maximum freedom for students who wish to take a multidisciplinary, individualized approach to the design of an educational program while maintaining a focus on career and professional goals. The Integrative Studies major has a General concentration, and a Two Minors concentration. These concentrations may have the most appeal for students near the end of their academic careers (senior-level students) who are re-evaluating their academic and career choices. It is a program in which the student undertakes the responsibility for the research and design of their program, in consultation with an advisor.

The Integrative Studies-General concentration allows students to choose a minimum of 30 credit hours from interrelated programs that support their career aspirations.

The Integrative Studies-Two Minors concentration allows students to complete two university-recognized minors and/or certificates. A minimum of two academic departments in which to select courses are chosen and a rationale for the ways in which these courses support the student's career goals is developed.

The Master of Music degree in Conducting is designed for current teachers of middle, junior and senior high school music ensemble programs; for professional church musicians; and for pre-professionals, including students continuing after completing undergraduate degrees. The program prepares post-undergraduate students for such paths as high school or college teaching, conducting positions and doctorates in conducting.

The M.M. degree in Conducting emphasizes development of skills, knowledge and background in the following areas: literature and repertoire; conducting technique; rehearsal technique; score study; choral and/or instrumental performance pedagogy; historical performance practices; interpretation and expression.

Program Learning Outcomes
Graduates of this program will be able to:

• Recognize, identify, interpret and conduct representative literature from different historical periods, countries and composers.
• Demonstrate and apply advanced conducting techniques, including baton technique, use of hands/arms, facial expressions and body language.
• Plan and execute an efficient and productive rehearsal, including managing time, setting achievable goals, detecting and correcting errors and providing motivation and inspiration for expressive performance and focused work ethic.
• Utilize and discuss score study techniques such as keyboard score reading, transposition of instruments, instrumental/vocal score order, compositional structure, analysis of chord and melodic structures and audiation skills.
• Identify, explain and utilize performance pedagogy appropriate to the specific vocal or instrumental area of study.
• Identify, associate, differentiate and utilize performance practices appropriate to the literature of the various stylistic periods.
• Display interpretation and expression in music through discussion in conducting lessons, explanation in rehearsals and demonstration in rehearsal and performance settings through conducting gestures and the resulting musical product.