Master of Science in Data Science (STEM)

at Kent State University USA

The Master of Healthcare Design degree is a post-professional degree and one of the very few in the country focusing on the design of healthcare facilities. The MHCD program equips students with the knowledge and skills required to design spaces that are conducive to safety, satisfaction, and efficiency for all end users, including patients, staff, and caregivers. The MHD program is also designed for those professionals who want to have a deeper understanding of not just healthcare design, but of other drivers of healthcare innovations such as public policy, reimbursement, emerging technologies and what patient-centered care really means from the perspective of patients and families.

Upon graduation, our alumni are employed in healthcare-focused architecture and design firms. Kent State University's Healthcare Design program is also a member of the AIA's Design & Health Research Consortium.

Program curriculum is diverse by complementing required courses with electives from Colleges of Public Health, Nursing, and beyond. Connecting with professionals in the field is one of the core missions of the program, expanding students’ network and exposure to real-world projects.

To earn the degree, students must complete a master's project by designing a healthcare environment of their choice. Students will develop research-based design guidelines for their individual projects to guide their designs. The program takes one and a half or two years to complete, depending on course load.

A Bachelor of Science in Education degree in Special Education prepares students to to become special education teachers (sometimes also referred to as Intervention Specialists), although some graduates may work with individuals with disabilities in non-school settings.

Special educators teach individuals with many kinds of disabilities including learning disabilities, emotional and behavioral disorders, ADHD/other health impairments, intellectual disabilities, autism spectrum disorder, hearing impairments, and multiple disabilities.

Special educators may co-teach with general education teachers in academic classrooms, teach small groups of students in a resource room, or teach students individually in highly specialized classrooms or programs designed specifically to meet the needs of students with disabilities. Special education majors who do not want to become teachers will often work with adults with disabilities in residential and/or vocational programs.

The Special Education major comprises the following concentrations:

• The Deaf Education concentration prepares candidates to work with deaf and hard-of-hearing students across inclusion, itinerant, resource room and self-contained public and residential classroom settings. Extensive field and teaching lab experiences optimize this preparation in combination with coursework in literacy, mathematics, science and social studies that help prepare students to take specific assessments to become designated as a "highly qualified" teacher in deaf education, reading and mathematics. Instructional methods are comprehensive in nature and provide the unique strategies necessary to address issues concomitant with hearing loss, including language development in both English and American Sign Language, use of bilingual-bicultural methodologies and various assistive and instructional technologies. The hierarchical coursework sequence concludes with thematic unit instruction that prepares graduates to work with the Core Curriculum to address all academic content areas, as well as transition, and students with additional needs. Graduates are eligible to apply for Ohio licensure to teach preK-12 deaf and hard-of-hearing students.
• The Mild to Intensive Dual License concentration prepares candidates to work with individuals (kindergarten through age 21) who have a wide variety of support needs in a broad array of settings (e.g., general education classrooms, self-contained classrooms, alternative schools and community-based programs). Candidates in this concentration progress through highly-structured coursework and extensive field experiences to learn evidence-based practices to teach academic, social adaptive and life-skills. Successful completion of this program enables candidates to be eligible for licensure in both Mild/Moderate Educational Needs (e.g., learning disabilities emotional and behavioral disorders, ADHD) as well as Moderate/Intensive Educational Needs (e.g., intellectual disabilities, autism spectrum disorders, physical disabilities) through the State of Ohio.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate knowledge of: 1) learner development and individual learning differences, 2) the learning environment, 3) curricular content knowledge, 4) assessment, 5) instructional planning and evidence-based intervention strategies, and 6) professional learning and practice, and collaboration.
• Demonstrate the dispositions necessary to be successful special educational teachers/professionals.
• Demonstrate preparation for the profession by successfully completing the Ohio Assessment for Educators (OAE) Special Education Assessments required for their Special Education License type.

The Master of Science degree in Aerospace Engineering provides an advanced theoretical and/or research-oriented curriculum with significant depth in aerospace-specific disciplines, beyond the general fundamentals of the engineering bachelor’s degree.

Program Learning Outcomes

Graduates of this program will be able to:

• Conduct literature searches, comprehend advanced research materials and uncover connections between related work.
• Perform research, discovery and integration by applying advanced knowledge of aerospace engineering.
• Communicate problems and solutions in aerospace engineering clearly, both verbally and in writing.

The Master of Education degree in Clinical Rehabilitation Counseling features an interdisciplinary approach that focuses on the inclusion of persons with disabilities into the life of the community. Graduates are employed in vocational rehabilitation settings, mental health and developmental disabilities agencies, drug and alcohol rehabilitation, public and private hospitals, comprehensive rehabilitation centers, correctional facilities, community-based programs, private industry, proprietary rehabilitation and student disability services in higher education.

The program requires two years of study, culminating in a semester-long internship under the field supervision of a certified clinical rehabilitation counselor. Faculty  advise students in the development of a curriculum plan that includes required core, foundational and elective courses. Early and continued exposure to rehabilitation practice is provided as students progress through the program.

The Bachelor of Science degree in Environmental and Conservation Biology is designed for students interested in a career in the environmental sciences. This program provides an interdisciplinary education in biology and the supporting fields of geology, geography and chemistry. Environmental and conservation biologists work to sustainably manage or restore ecosystems, develop and implement environmental policies, or conduct research on how ecological processes affect biological diversity.

Potential careers for graduates include wildlife ecologists, environmental educators, forest managers, environmental consultants and personnel at public environmental regulatory or land use planning agencies. The Department of Biological Sciences has several mechanisms to help students prepare for their future careers.

The Environmental and Conservation Biology major comprises the following concentrations:

• The Conservation Biology concentration provides a strong background in applied ecology, restoration ecology and habitat management strategies used to sustain biological diversity.
• The Environmental Policy and Management concentration provides opportunities to learn about the development and implementation of habitat management methods and public policies that promote the sustainable use of natural resources and address environmental problems.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate an understanding of fundamental biological principles.
• Acquire fundamental skills necessary for laboratory and field investigations.
• Demonstrate an understanding of proper experimental design, analysis of biological data and communication of research results.
• Demonstrate a greater knowledge and appreciation of the role that biology plays in societal issues, such as those related to the environment, biodiversity, ethics, human health and disease.

The Master of Engineering Technology degree offers a curriculum that provides students with advanced technical and management knowledge and skills that meet the needs of the technical workforce in industry and business.

The Bachelor of Science degree in Respiratory Care is a completer program designed to prepare qualified respiratory therapists with the necessary knowledge and skills to develop professionalism and advance their careers in the areas of leadership, management, education, research, disease and sleep medicine utilizing best practices in order to advance the practice of respiratory care.

Program Learning Outcomes

Graduates of this program will be able to:

• Incorporate theory, research, evidence and best practices to enhance respiratory care practice.
• Understand leadership and management principles as it relates to the function and organizational structure of the respiratory care department.
• Understand the purpose and application of key elements of professionalism in the practice of respiratory care.
• Demonstrate techniques and strategies of teaching and learning of respiratory therapy utilized in various venues.
• Identify a variety of sleep and breathing disorders and exhibit a fundamental understanding of the application and interpretation of sleep studies in the diagnosis of related disorders.
• Apply critical thinking in the area of managing chronic disease and the impact healthcare professionals have on affecting positive patient population outcomes.
• Describe research methodology and design and their application to health science research and their application to everyday health care.
• Exhibit knowledge in specified areas of advanced respiratory care practice.
• Identify and analyze current contemporary issues in respiratory care and their impact on the profession and delivery of care.
• Understand information management and information systems, technology and the human/technology interface utilized in professional healthcare practices.

The Master of Science degree in Computer Science provides students with an educational and research environment to develop career paths through necessary training with emerging technologies. Graduates have the technical knowledge and skills necessary for success within the information and high technology industries.

The M.S. degree in Computer Science has two culminating options: thesis or non-thesis. Students planning to pursue a Ph.D. degree an/or academic research should select the thesis option. Students planning to pursue applied research and development in industry may select the non-thesis option. The thesis option requires original research and a written thesis. The non-thesis option requires a capstone project and an optional industrial internship.

The Computer Science major includes the following concentration:

• The Computational Data Science concentration prepares students to process big data. In a spectrum of real-world applications, the collected data (from such sources as mobile devices, GPS, sensor/RFID networks, Internet, social media, etc.) is so large and complex, the traditional data processing tools cannot efficiently and effectively handle it. This concentration focuses on algorithms development, machine learning, computation techniques, network and computing infrastructure and software.

Students opting to not pursue a concentration will create a 12-credit hour individualized plan of study with their advisor.

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

• Demonstrate breadth-of-knowledge and understanding of essential facts, concepts, principles and theories relating to advanced topics in computer science.
• Conduct literature searches, comprehend advanced research materials and uncover connections between related work and critical evaluation and synthesis.
• Perform research, discovery and integration by applying advanced knowledge of computer science.

The Bachelor of Business Administration degree in Human Resource Management prepares students for leadership positions in human resource departments, including the ability to establish and advance organizational policies and guidelines and to utilize the tools and techniques for developing transformational work environments.

Students learn about employee relations; human resource planning; training and development; performance management; compensation and benefits; global human resource management; staffing, analyzing and designing jobs; strategic human resource management; human resource management analytics; and enterprise resource planning (ERP) systems. Graduates are prepared to become business leaders equipped with the ability to identify, analyze and solve complex human resource and management issues.

The Bachelor of Arts degree in Sociology provides broad training in the theories and methods that sociologists use to understand contemporary social issues and problems. Students are encouraged to think critically as they examine issues ranging from small group behavior to global social movements. The core curriculum focuses on social inequalities, social psychology and health and illness. In addition, the program offers courses on a variety of topics that include urban living, deviant behavior, religion and family.

Sociology students are increasingly interested in courses that prepare them for meaningful careers that change the world (Seemiller and Grace 2016). One only needs to look at Black Lives Matter or the Sunrise Movement to see evidence of this generational disposition. Sociology, as a discipline, provides students with rigorous coursework on social inequality and social change, and helps students find careers in government, teaching, community organizing, non-governmental organizations and social work.

Sociology students may apply early to the M.A. degree 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.

The Sociology major comprises the following concentrations:

• The Family and Life Course Sociology concentration introduces students to the cultural, political and historical realities and changes in families across the lifespan. Courses examine issues such as gender socialization, dating and romance, cohabitation, marriage, divorce, parenthood, domestic violence, death and dying, family diversity and family policy. This concentration is relevant to students interested in careers in health care promotion, public health, family counseling, long-term care institutions, program planning, community education and policy analysis.
• The General concentration is for students who either choose not to pursue a specialization within the major or wish to pursue an individualized program of study (through sociology electives) that does not align with the substantive concentrations.
• The Medical Sociology concentration introduces students to the relationship between society and health. In this concentration, students study the impact of social, cultural, political and economic factors on health (and vice-versa). Courses in this area examine issues such as health behavior, physical and mental illnesses, doctor-patient interaction, medicalization, health care reform, health care delivery and health policy. This concentration is relevant for students interested in careers in administrative and program planning related to medicine, mental health, social services, patient advocacy, mental health facilities and nursing homes.
• The Social Change and Social Justice concentration trains students to recognize the conditions and contexts of social stasis and social upheaval; promote understanding of how and why social movements succeed or fail; and cultivate an interest in public sociology. Students in the concentration are encouraged to pair traditional course work with an internship or other experiential learning opportunity.
• The Social Inequalities concentration examines how social structural factors, such as age, gender, race, ethnicity, social class and sexuality relate to power, social status, wealth, income, health and morality. Courses in this area examine issues of poverty, race and ethnic inequality, sexism, age discrimination, neighborhood segregation, labor market processes and income disparity. This concentration is relevant for students interested in careers related to human or social services, nonprofit and community organizations, research and government agencies and human resources.
• The Social Problems, Deviance and Crime concentration examines a variety of social problems with special emphasis on types of behavior that are inconsistent with social norms, challenge to social order and are illegal. This concentration also examines the role of morality, public opinion, politics, government, law, and institutions of social control in the definition of, as well as the response to, social problems, deviance and crime. While containing some overlap with other concentrations in the Criminology and Justice Studies major, the sociological perspective here suggests important commonalities across the studies of crime, deviance and social problems, as well as the relevance of broad sociological themes, including critical inquiry, empirical research and increased awareness of social context. This concentration provides relevant preparation for students interested in further study in the areas of public safety, social policy, social services and civil service and graduate studies in law or social science. It can also be a convenient and constructive resource enabling a double major between Sociology and Criminology and Justice Studies.
• The Sociological Social Psychology concentration introduces students to the sociological approach to social psychology. Courses in this area examine theoretical perspectives that link structural factors such as gender, social class and race to individual factors and behaviors such as self-concept, identity, deviance and mental health. Courses typically include an overview of specific sociological topics such as socialization, emotions, social influence, group conflict and decision-making, prejudice and discrimination, status and power and interpersonal relationships. This concentration provides a foundation for students interested in careers or graduate work that focus on the many connections between individuals and the groups to which they belong.