Master of Science in Computer Science (STEM)

at Kent State University USA

The Master of Arts degree in Biology is for students wishing to gain additional knowledge in any area of the biological sciences. This is a non-thesis master's degree designed for secondary school science teachers, individuals looking for additional background or preparation for professional school (e.g. medicine, dentistry or Ph.D. programs) and those seeking employment in life science industries in a non-research capacity.

The Biology major includes the following optional concentrations:

• The Biological Data Analytics concentration combines required courses in data analytics and elective options in biology to provide students with the understanding of the type of data collected while conducting biological research and how to analyze it.
• The Cellular and Molecular Biology concentration provides a heavy focus on cell-to-cell interactions and signaling pathways to give students a deep understanding of the cellular and molecular processes that occur within cells and physiological systems.
• The Environmental Biology concentration provides students with a balance between better understanding the relationships between organisms and the environment and how this balance can be sustained through environmental management and conservation.
• The Medical Biology concentration provides students with a deep understanding of physiological systems and the mechanisms that underlie various disorders and disease pathologies.

Students who declare the Biology major with no concentration will select their area of specialization in consultation with an academic faculty advisor.

Program Learning Outcomes

Graduates of this program will be able to:

• Understand advanced biological concepts beyond the scope of the typical undergraduate degree and to increase the depth of their knowledge through coursework and hands-on experiences.
• Apply scientific principles and appreciate work outside of their particular field.
• Effectively communicate about science with colleagues as well as those outside of the student's area of expertise.
• Develop the necessary laboratory skills that will allow testing of hypotheses.

The Bachelor of Science degree in Computer Science seeks to prepare students to have successful careers as computing professionals, with a solid understanding of software development and computer systems and the foundation for life-long learning in the field; to have an academic foundation suitable for graduate study in computer science or related areas; to be able to function effectively on software development teams, with oral and written communication skills. and with an understanding of professional ethics and responsibility.

Graduates of the B.S. degree in Computer Science have careers in developing, managing and building software in a variety of industries, including finance, health care, entertainment, telecommunications and manufacturing. The U.S. Bureau of Labor Statistics lists the following as top occupation choices for Computer Science majors: computer network architect; software developer; information security analyst; database administrator; computer systems analyst; computer programmer; and network and computer systems administrator.

The Computer Science major includes the following optional concentrations:

• The Data Engineering concentration prepares students to perform the data analysis and modeling needed by organizations and to process structured, semi-structured, and unstructured data using statistical and semantic analysis techniques to meet their employers’ needs.
• The Game Programming concentration provides students with a solid understanding of the algorithms, techniques and software used to construct interactive virtual environments. Students work in teams with content specialists and artists to develop the teamwork skills required in this multidisciplinary field, which includes a range of opportunities, from the game industry to education to training design.
• The Information Security concentration prepares students to meet the security needs of industry and government through coursework that provides a thorough understanding of security, privacy and cryptographic techniques and protocols used in computing and communication.
• The Robotics and Embedded Systems concentration prepares students to work with devices that combine hardware and software. Such devices include robots and most high tech mechanical devices like cars, planes, farm equipment and construction equipment.

The Bachelor of Science degree in Medical Laboratory Science allows students to combine three years of study at Kent State with 12 months of professional training at an approved hospital. Medical laboratory scientists are trained to perform complex chemical, microscopic and microbiological procedures. Graduates are eligible to sit for the Board of Registry of the American Society of Clinical Pathologists Exam.

Program Learning Outcomes

Graduates of this program will be able to:

• Be certified as professional medical laboratory scientists.
• Perform assays of clinical samples in a hospital or laboratory setting.
• Demonstrate an understanding of human physiology and familiarity with human health issues.
• Interpret chemical and molecular data for clinical diagnosis.

The Master of Education degree in Special Education provides students with advanced understanding of contemporary research and practice issues in special education. Students in the program are typically interested in pursuing enhanced professional competence, career advancement, leadership roles, advocacy and systems change; or they may be wanting to prepare for doctoral-level study. Students do not need to have an undergraduate degree in special education (or in education) to be successful in the master's degree; however, should be motivated to develop a deeper understanding of the field of special education.

The M.Ed. degree program does not prepare students for teacher licensure; however, some of the coursework required for the degree may count toward licensure. Students interested in both licensure and a M.Ed. degree will need to apply and be fully admitted into both the master's degree and the non-degree graduate licensure preparation program.

The Special Education major comprises the following concentrations:

• The Pre-Kindergarten Special Needs concentration focuses on the needs of preschool children with or at risk for developmental delays or disabilities

The Bachelor of Science degree in Mathematics comprises core areas in algebra (number systems, equations, discrete structures), analysis (functions, limits, continuous processes), geometry (space, shape, form) and associated generalizations and abstractions.

The B.S. degree program is recommended for students interested in a flexible option of careers or graduate study in mathematics. Coupled with the Education minor, the program can lead to Ohio teacher licensure.

Students may apply early to the M.S.in Pure Mathematics program and double count 9 credit hours of graduate courses toward both degree programs. See the Combined Bachelor's/Master's Degree Program policy in the University Catalog for more information.

Program Learning Outcomes

Graduates of this program will be able to:

• Reason in mathematical arguments at a level appropriate to the discipline, including using precise definitions, articulating assumptions and reasoning logically to conclusions.
• Engage effectively in problem solving, including exploring examples, devising and testing conjectures and assessing the correctness of solutions.
• Approach mathematical problems creatively, including trying multiple approaches and modifying problems when necessary to make them more tractable.
• Communicate mathematics clearly both orally and in writing.
• Understand and appreciate connections among different subdisciplines of mathematics.
• Understand and appreciate connections between mathematics and other disciplines.
• Be aware of and understand a broad range of mathematical subdisciplines.

The Master of Science degree in Applied Mathematics is primarily a terminal, pre-professional degree comprising coursework beyond the bachelor's degree emphasizing areas relevant to applications in the sciences and including the engineering, biological, financial and physical sciences. Students are required to write and defend a thesis in an area agreed upon with a faculty advisor.

Program Learning Outcomes

Graduates of this program will be able to:

• Engage effectively in problem solving, including exploring examples, devising and testing conjectures and assessing the correctness of solutions.
• Reason in mathematical arguments at a level appropriate to the discipline, including posing problems precisely, articulating assumption and reasoning logically to conclusions.
• Approach mathematical problems creatively, including trying multiple approaches and modifying problems when necessary to make them more tractable.
• Communicate mathematics clearly both orally and in writing.
• Teach university-level mathematics effectively.
• Obtain depth in some subdiscipline of applied mathematics.

The Bachelor of Arts degree in English prepares students to be insightful readers and innovative writers. Students are introduced to literary traditions and critical methods through core courses and encouraged to pursue personal interests in the selection of a concentration and elective courses. English classes challenge students to develop reading, research and writing skills that will equip them for a wide range of careers.

Students have opportunities in extracurricular organizations, including the English Club, Sigma Tau Delta and the Writer’s Workshops; as well as such student publications as the literary arts magazine Luna Negra. Students are encouraged to study abroad, engage in undergraduate research, commit to service-learning and complete a writing internship.

The English major comprises the following concentrations:

• The General concentration allows students to combine elective choices in creative writing, professional writing, rhetoric, historical literature, genre studies and literary theory based on personal interest.
• The Literature concentration emphasizes the interpretation of literary texts drawn from a variety of historical and cultural contexts. Students develop an understanding of genre conventions and different theoretical and critical methods of analysis.
• The Professional Writing concentration offers courses in professional writing, editing, and rhetoric. The concentration requires a professional experience elective fulfilled by an internship, service-learning placement or an advanced course in editing.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate specialized knowledge and skills in literary studies or professional writing.
• Know research tools and methods appropriate for the academic study of literature, rhetoric or writing.
• Understand and apply a variety of critical theories to the study of literature, rhetoric or writing.
• Produce academic, creative or professional writing with attention to appropriate genre conventions, format and citation guidelines, stylistic expectations and grammatical rules.
• Complete a long written project with the application of appropriate critical, creative or professional approaches; mastery of research methods and resources; and awareness of audience, rhetorical context and discourse functions.

The Master of Public Health degree in Public Health is designed to help students develop real-world knowledge and skills needed to pursue success in the public health industry.

The Public Health major comprises the following concentrations:

• The Biostatistics concentration prepares students in the quantitative science of health data collection, storage, retrieval, analysis and interpretation. Graduates are equipped to use statistical methods to design and analyze health-related surveys and experiments for improving health. The college’s faculty research interests include applying biostatistical analysis to understand critical health problems. Graduates in biostatistics are in demand at hospitals, pharmaceutical companies, state and local health departments, federal health agencies and biotechnology companies to analyze the effectiveness of new drugs and interventions, identify risk factors for disease and develop effective prevention strategies.
• The Epidemiology concentration prepares students to analyze the distribution and determinants of disease, disabilities and death in populations. Graduates are able to apply quantitative and qualitative methods to investigate disease outbreaks, determine causal relationships between environmental and biological factors, and conduct studies to project health trends in populations. Students benefit from public health faculty research agendas in bio-preparedness, public health surveillance systems, chronic disease, cancer and infectious disease epidemiology. Career opportunities for graduates include research positions in universities, medical schools and pharmaceutical companies; disease prevention specialists in hospitals; and surveillance managers in state and local health departments.
• The Health Policy and Management concentration prepares students to address public health risks and develop effective health services delivery models. This concentration incorporates health services research, health policy analysis and health care planning and management. Given the active research of the college’s faculty in identifying service gaps and in developing evidence-based practices and policy analysis, students emerge with strong skills in health services management, alternative models of service financing and strategies for improving services. Career opportunities for graduates include administrative and management positions in hospitals, clinics, state and local health departments, nursing homes and mental health facilities; policy analyst positions in health planning organizations and governmental agencies; and planning and management positions in health maintenance organizations and health insurance companies.
• The Social and Behavioral Sciences concentration provides students with an interdisciplinary approach to improve health in populations across the life course. Students learn to apply theoretical principles to design, implement and evaluate effective programs that include behavioral and environmental approaches. Graduates are able to design and evaluate public health interventions intended to improve health for families, workplaces, communities and other settings. The active research of the college’s faculty—particularly in the areas of childhood obesity, violence and injury prevention, substance abuse prevention and chronic disease prevention—provides students the opportunity to work on large-scale externally funded prevention research. Students are prepared for careers in health promotion; program design and evaluation; and prevention program development for state and local health departments, workplace health promotion programs, hospitals, international health agencies, mental health centers and non-profit organizations.

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

• Explain public health history, philosophy and values
• Identify the core functions of public health and the 10 Essential Services
• Explain the role of quantitative and qualitative methods and sciences in describing and assessing a population’s health
• List major causes and trends of morbidity and mortality in the US or other community relevant to the school or program
• Discuss the science of primary, secondary and tertiary prevention in population health, including health promotion, screening, etc.
• Explain the critical importance of evidence in advancing public health knowledge
• Explain effects of environmental factors on a population’s health
• Explain biological and genetic factors that affect a population’s health
• Explain behavioral and psychological factors that affect a population’s health
• Explain the social, political and economic determinants of health and how they contribute to population health and health inequities
• Explain how globalization affects global burdens of disease
• Explain an ecological perspective on the connections among human health, animal health and ecosystem health (eg, One Health)
• Apply epidemiological methods to the breadth of settings and situations in public health practice
• Select quantitative and qualitative data collection methods appropriate for a given public health context
• Analyze quantitative and qualitative data using biostatistics, informatics, computer-based programming and software, as appropriate
• Interpret results of data analysis for public health research, policy or practice
• Compare the organization, structure and function of health care, public health and regulatory systems across national and international settings
• Discuss the means by which structural bias, social inequities and racism undermine health and create challenges to achieving health equity at organizational, community and societal levels
• Assess population needs, assets and capacities that affect communities’ health
• Apply awareness of cultural values and practices to the design or implementation of public health policies or programs
• Design a population-based policy, program, project or intervention
• Explain basic principles and tools of budget and resource management
• Select methods to evaluate public health programs
• Discuss multiple dimensions of the policy-making process, including the roles of ethics and evidence
• Propose strategies to identify stakeholders and build coalitions and partnerships for influencing public health outcomes
• Advocate for political, social or economic policies and programs that will improve health in diverse populations
• Evaluate policies for their impact on public health and health equity
• Apply principles of leadership, governance and management, which include creating a vision, empowering others, fostering collaboration and guiding decision making
• Apply negotiation and mediation skills to address organizational or community challenges
• Select communication strategies for different audiences and sectors
• Communicate audience-appropriate public health content, both in writing and through oral presentation
• Describe the importance of cultural competence in communicating public health content
• Perform effectively on interprofessional teams
• Apply systems thinking tools to a public health issue

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 Biology is for students who are interested in pursuing an in-depth specialization as a biologist or wish to pursue a medical or health care career.

The Biology major comprises the following concentrations:

• The Molecular and Cellular Biology concentration is the study of biological processes within and between individual cells, allowing for a better understanding of biological principles in normal and diseased states. The focus of this program includes concepts related to the genetic basis of life, regulation of gene expression and cellular functions.
• The Organismal Biology concentration allows students to examine organisms in their natural environment and address fundamental principles of survival and adaptation in discrete micro-environments and entire ecosystems. While basic concepts of biological and chemical functions are covered, the focus of this concentration is comprehensive aspects of the whole organism.
• The Pre-Medicine/Pre-Podiatry/Pre-Dentistry concentration prepares students for careers in medicine and health care. The curriculum provides the courses necessary for admission to advanced degree programs in healthcare and biomedical science professions.

Program Learning Outcomes

Graduates of this program will be able to:

• Understand the fundamental biological principles.
• Acquire the fundamental skills necessary for laboratory and field investigations.
• Conduct proper experimental design, analyze biological data and communicate research results.
• Know and appreciate the role that biology plays in societal issues, such as those related to the environment, biodiversity, ethics, human health and disease.