Master of Science in Data Science

at Kent State University USA

The Bachelor of Science degree in Community Health Education gives students the necessary tools to plan, implement and evaluate health education programs for individuals, communities and groups. The major features a capstone internship experience during which the student works with a health educator in a community setting. The program qualifies students to take the Certified Health Education Specialist Exam administered by the National Commission for Health Education Credentialing.

State/Federal background checks may be required for practicum/internship experiences.

Program Learning Outcomes

Graduates of this program will be able to:

• Conduct strategic planning, analyze the organization`s culture in relationship to program goals, facilitate cooperation between and among levels of program personnel, formulate practical modes of collaboration among health agencies and organizations and develop volunteer opportunities.
• Exhibit competence in carrying out planned educational programs; employ a wide range of educational methods and techniques, apply individual and group process methods as appropriate to given learning situations and select methods that best facilitate the practice of program objectives; infer enabling objectives as needed to implement instructional programs in specified settings, select methods and media best suited to implement program plans for specific learners and determine the availability of information, personnel, time and equipment needed to implement the program for a given audience; monitor educational programs, adjusting objectives and activities as necessary; and use the code of ethics in professional practice.
• Analyze factors the influence decision-makers, assess the appropriateness of language in health education messages and select a variety of communication methods and techniques in providing health information; demonstrate proficiency in communicating health information and health education needs and respond to public input regarding health education information; identify the significance and implications of health care providers` messages to consumers; and develop a personal plan for professional growth.
• Utilize computerized health information retrieval system effectively and match an information need with the appropriate retrieval system; access online and other health information resources and interpret and select effective educational resource materials for dissemination; assemble educational material of value to the health of individuals and community groups, evaluate the worth and applicability of resource materials for given audiences and refer requesters to valid sources of information; and apply various processes in the acquisition of resource materials, compare different methods for distributing educational materials and analyze parameters of effective consultative relationships.
• Obtain health-related data about social and cultural environments, growth and development factors, needs and interests, select valid sources of information about health needs and interests and utilize computerized sources of health-related information; employ or develop appropriate data-gathering instruments; distinguish between behaviors that foster and those that hinder well-being and investigate physical, social, emotional and intellectual factors that influence health behaviors; and analyze needs assessments.
• Synthesize information presented in the literature, develop plans to assess achievement of program objectives, determine standards of performance to be applied as criteria of effectiveness and select appropriate methods for evaluating program effectiveness; carry out evaluation plans, utilize data collecting methods appropriate to the objectives and analyze resulting evaluation data; and interpret results of program evaluation and infer implications from findings for future program planning.
• Communicate need for the program to those who will be involved; develop a logical scope and sequence plan for a health education program; organize the subject areas comprising the scope of a program in logical sequence; formulate appropriate and measurable program objectives, design educational programs consistent with specified program objectives; match proposed learning activities with those implicit in the stated objectives; select strategies best suited to implementation of educational objectives in a given setting; and plan a sequence of learning opportunities building upon and reinforcing mastery of preceding objectives.

The Bachelor of Business Administration degree in Entrepreneurship provides students with the academic background and experiential opportunities needed to view business opportunities from an entrepreneurial perspective. The program helps students recognize market and business opportunities and learn when to seize them or take action, all while operating within the context of limited resources and creating value for the customer.

The program contains numerous opportunities to experience entrepreneurship firsthand. During their senior year, students earn course credit by launching and running a business of their own creation. A practicum can earn students credit while developing their own business or assisting entrepreneurs with their business. Students have many opportunities to meet experienced entrepreneurs who discuss their successes and failures in business. Courses in the major are hands-on, with experiential learning central to the course format.

The Bachelor of Science in Information Technology degree in Information Technology provides students with an applied approach that focuses on supporting end-users in a variety of workplace settings by utilizing a range of computing technologies. The degree program gives students the tools to support computing and network infrastructures and the needs of individuals and organizations, write programs necessary to help them render their tasks more efficiently on their desktop or mobile devices, utilize databases and write the web-based interfaces to pull the data, and code and deploy applications across the cloud.

Graduates are qualified to work in a wide range of computer and network infrastructures in small to large-sized enterprises in such positions as: web or software developer; hardware, network, cloud, virtualization technician or engineer; IT support specialist or consultant; help desk, network, or IT project manager; security or forensic analyst; and systems, network or database administrator in all sectors of business, education, manufacturing, healthcare, non-profit, and government.

The Information Technology major comprises the following concentrations:

• The Application Development concentration provides students with the ability to program in languages typically utilized in contemporary business environments. Students will code in applications such as Visual Basic, C++, Java, C# and other industry-standard applications to develop programs employing event-driven and object-oriented techniques.
• The Cybersecurity and Forensics concentration places an emphasis on security of computer and network systems, including forensic work to prevent and/or determine and correct security issues utilizing cybersecurity devices, procedures, tools, and solutions.
• The Database Design and Administration concentration focuses on skills needed to become a database manager. Topics include relational database design; working with database servers, users, and permissions; SQL statements used for queries and reports; and incorporating databases into programming used in web-based and desktop forms.
• The Health Information Technology concentration provides students with the tools to install, manage, troubleshoot and secure hardware and software systems in healthcare environments. The course of study includes health IT privacy, security, EHR Implementation and support, mobile device management, technology and application life-cycle management, organizational behavior, medical business operations and regulatory requirements.
• The Integrated Information Technology concentration is ideal for students who want a flexible course of study for positions that require IT staff to perform a wide range of technical duties.
• The Internet/Multimedia concentration focuses on scripting, server-side form handling, web database integration, and interactive and dynamic multimedia Internet development.
• The Networking concentration focuses on configuring and maintaining network information systems and components in various network operating system and cloud computing environments that are prevalent in today's businesses. The emphasis is on network administration (i.e. managing Active Directory and network services), servers, workstations, virtualization, security, troubleshooting, installation, and maintenance.

The Bachelor of Science degree in Human Development and Family Studies (HDFS) offers an interdisciplinary approach to individual and family development across the lifespan. Students in HDFS receive the knowledge and skills needed to help individuals and families across the lifespan to flourish in a global society. The degree prepares students for a wide range of careers in diverse settings including family and community-based social services, prevention, nonprofit administration, and family and community intervention. Core coursework focuses on development across the lifespan and understanding family relationships, the environments in which individuals live and learn, and the unique strengths and needs of diverse individuals and families. After completing the degree, you will not only make a living, you will make a difference in the world around you.

The Human Development and Family Studies major comprises the following concentrations:

• The Case Management for Individuals and Families concentration provides training in needs assessment and the utilization of available public and private resources. Case managers provide assistance to individuals and families by coordinating services and access to resources. Students in this concentration will learn the skills necessary to understand clients' needs and goals, and develop a plan to achieve these goals with the resources and services available to them. Graduates are eligible for securing positions in a wide array of social service agencies.
• The Child and Youth Development concentration prepares students for working with children and adolescents in non-school settings such as residential treatment, group care, community youth services, foster care and after-school programs. Graduates are able to design and deliver developmentally appropriate programs, preparing children and youth for productive adulthood by emphasizing skills and competency development.
• The Family Life Education concentration prepares graduates to develop and implement educational programming for parents, couples, and families in a variety of education and human service settings. Family life educators teach individuals and families effective communication skills, positive self-esteem, parenting skills and healthy interpersonal skills. Graduates are eligible to apply to be certified family life educators (CFLE), a credential granted by the National Council on Family Relations.
• The Gerontology concentration prepares graduates for professional positions in the diverse field of aging, including health and wellness, community-based social services, retirement communities, adult-care centers and nursing homes. The curriculum provides students with a solid understanding of typical age-related changes and how these changes affect a person physiologically, psychologically and socially. According to the U.S. Census, 20 percent of the total population will be 65 or older by 2030. Because of the increasing number of older persons and the fact that people are generally living longer, there is a growing need for people to work in the field of aging.
• The Human Services concentration is a completer program for students who hold an associate degree in human services. This program prepares graduates for entry-level positions in a variety of human service agencies, including child and family welfare agencies, mental health centers, developmental disability facilities and substance abuse treatment centers.

The Bachelor of Science degree in Insurance Studies provides students with the academic background for career entry in the insurance industry. The insurance studies degree program offers a well-rounded core of business and social science courses including management technology, professional writing, and human communications.

Building on this core curriculum are courses that provide the opportunity to explore all lines of insurance, including personal lines, commercial lines, life and health insurance. Students also take on an internship during their third year to reinforce their insurance industry knowledge and gain real-world experience.

The knowledge gained in the insurance program permits students to join any organization within the insurance industry with a solid understanding of applicable products, regulations, operations and policy contracts. Students graduate with knowledge of several specific insurance industry facets, such as property and casualty insurance, life and health insurance, insurance company and agency operations, insurance regulation, insurance finance and risk management.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate in-depth knowledge of the insurance industry
• Possess strong analytical and problem-solving skills to identify and critically assess problems facing the insurance industry
• Identify and assess legal and ethical issues surrounding insurance industry decisions
• Work effectively in a team-based environment

The Master of Science degree in Geography prepares graduate students for careers in both the academic field and non-academic jobs in various private and governmental agencies, in areas such as urban/economic geography, social geography, physical/environmental geography, and geographic information technology. Students learn geographic thought, research techniques and topical specialties while preparing to conduct original research.

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 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.

The Master of Science degree in Geology provides qualified students the opportunity for advanced study in a wide variety of geologic fields. Focus areas include environmental research (water, surface and subsurface processes; geohazards; and natural resources), as well as evolution of earth's systems research (climate change, paleoecology and evolution, crustal processes).

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

• Show in-depth comprehension of several areas, including both basic and applied aspects of geology/earth sciences.
• Formulate testable scientific hypotheses and carry out independent research using appropriate field, experimental, analytical and/or computational methods.
• Describe, synthesize and interpret the results of a scientific investigation, and understand its broader applications.

The Master of Arts degree in Educational Psychology provides advanced study for students interested in the application of psychological principles to learning and instruction. It encompasses a variety of different disciplines, including cognitive psychology, human development and learning theory. Students are exposed to the latest research findings regarding how people learn most effectively and efficiently. They also apply these principles to the design of instruction, and study how to most accurately assess different types of learning.

The M.A. degree program is appropriate for classroom teachers, professionals in a variety of settings and students wishing to pursue doctoral-level training in educational psychology.

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

• Describe the various schools of learning theory that have informed educators.
• Conduct literature reviews and design empirical research to examine issues associated with how individuals learn.
• Apply principles of human development and learning when developing and selecting educational approaches.
• Identify best practices for maximizing student learning.
• Systematically design effective instructional programs to meet the academic needs of learners.
• Demonstrate knowledge of theories and principles of learner motivation.
• Describe social learning principles and their application to instructional practice.
• Evaluate teaching and learning practices with a variety of types of assessments.
• Competently evaluate educational programs and approaches.