Data Analytics - Minor

The Data Analytics minor trains students to use data to inform decision-making and create solutions. Students learn to acquire and collect raw data in various formats, convert raw data to usable formats and then understand how to appropriately analyze the data to draw accurate and useful conclusions. Graduates of the program will be able to use their skills across a wide-range of industries as well as in the non-profit and government sectors.

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Program Information

Learning Outcomes

Program Learning Outcomes 

Graduates of this program will be able to:

  1. Acquire and collect raw data in various formats.
  2. Convert raw data to usable formats.
  3. Analyze the data to draw accurate and useful conclusions.
Admissions

Admission Requirements

Admission to a minor is open to students declared in a bachelor’s degree, the A.A.B. or A.A.S. degree or the A.T.S. degree (not Individualized Program major). Students declared only in the A.A. or A.S. degree or the A.T.S. degree in Individualized Program may not declare a minor. Students may not pursue a minor and a major in the same discipline.

To declare the Data Analytics minor, students must have completed following courses (or their equivalent) with a minimum C- grade: ECON 22060 and (MATH 11012 or MATH 12002).

Coursework

Program Requirements

Minor Requirements

Minor Requirements
ECON 32050APPLIED ECONOMETRICS I (ELR) (min C grade)3
ECON 32051APPLIED ECONOMETRICS II 3
ECON 42050DATA ACQUISITION, PREPARATION AND VISUALIZATION 3
MATH 10041INTRODUCTORY STATISTICS (KMCR) 13-4
or BA 24056 BUSINESS ANALYTICS I
Programming Elective, choose from the following:3
CS 13011
CS 13012
COMPUTER SCIENCE IA: PROCEDURAL PROGRAMMING
and COMPUTER SCIENCE IB: OBJECT ORIENTED PROGRAMMING
EMAT 25310
CREATIVE CODING
Programming or Applied Elective, choose from the following:3
Programming Elective
CS 23001
COMPUTER SCIENCE II: DATA STRUCTURES AND ABSTRACTION
Any other programming course with approval
Applied Elective 2
ACCT 43009
ACCOUNTING DATA ANALYTICS
CIS 44043
DATABASE DESIGN AND DATA GOVERNANCE
ECON 42068
INDUSTRIAL ORGANIZATION: FIRMS AND STRATEGY
ECON 42072
LABOR ECONOMICS: WORK AND PAY
ECON 42191
SENIOR SEMINAR IN ECONOMICS (WIC)
FDM 35270
COMPUTER APPLICATIONS IN RETAILING
FIN 36086
ADVANCED FINANCIAL MODELING
MKTG 35061
MARKETING ANALYTICS
Minimum Total Credit Hours:18
1

Students who have taken an equivalent course in introductory statistics or have an equivalent AP statistics exam score may substitute for the statistics requirement.

2

Students may be allowed to choose an appropriate applied data course from their major discipline, subject to approval by the undergraduate coordinator in economics.

Graduation Requirements

Minimum Minor GPA Minimum Overall GPA
2.500 2.000
  • Students are expected to satisfy course prerequisites for each course required in the minor. Prerequisites are not tied to a particular catalog; therefore it is important to look at the most current information about a course. 
  • Student may not pursue a minor and a major in the same discipline
  • Minimum 6 credit hours in the minor must be upper-division coursework (30000 and 40000 level).
  • Minimum 6 credit hours in the minor must be outside of the course requirements for any major or other minor the student is pursuing.
  • Minimum 50 percent of the total credit hours for the minor must be taken at Kent State (in residence).
Program Delivery
  • Delivery:
    • In person
  • Location:
    • Kent Campus

Computer Information Systems - Minor

The Computer Information Systems minor provides a strong foundation in the latest technologies and practical skills needed for a successful career in the field. With expert faculty and access to cutting-edge resources, you'll be well-prepared to meet the demands of the ever-evolving technology industry. Choose Kent State and take the first step towards an exciting career in computer information systems. Read more...

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Program Information

Program Description

Full Description

The Computer Information Systems minor is self-contained and assumes essentially no prior experience with the usage of information systems (IS) and digital technologies in organizations. It complements students’ primary career field by providing foundational knowledge, hands-on experience and information technology (IT) and business managerial skills in digital transformation management and/or the design of innovative information systems that are commonly used in organizations to create business value.

This up-to-date minor offers a techie-for-future IT and business managers structure starting with an introduction to IS and emerging digital technologies (e.g., social media, mobile, collaborative tools). The minor continues providing the foundations and hands-on activities to use IS and digital technologies for solving business problems. The academic backbone of the minor concludes with the pillars of business modeling and agile design and artificial intelligence-based innovation.

Students can complete two possible minor elective tracks: Designing Innovative Information Systems or Digital Transformation Management. Alternatively, the student can customize the major elective path by selecting 9 credit hours from the list of major electives in a flexible and student-centric way. The Digital Transformation track focuses on providing the knowledge and managerial skills related to managing cybersecurity, managing agile digital transformation projects and on how to lead and manage digital transformation. The Designing Innovative Information Systems track focuses on providing the technical foundations and skills to design innovative programs and apps, design innovative server-side systems and design databases and data governance.

Admissions

Admission Requirements

Admission to a minor is open to students declared in a bachelor’s degree, the A.A.B. or A.A.S. degree or the A.T.S. degree (not Individualized Program major). Students declared only in the A.A. or A.S. degree or the A.T.S. degree in Individualized Program may not declare a minor. Students may not pursue a minor and a major in the same discipline.

To declare the Computer Information Systems minor, students must have a minimum 2.250 overall Kent State University GPA. No Kent State University GPA is required if the student is a first-semester freshman or transfer student admitted in good standing.

Learning Outcomes

Program Learning Outcomes

Graduates of this program will be able to:

  1. Perform effectively in digital transformation management and information systems design projects.
  2. Navigate and use emerging digital technologies and platforms.
  3. Design, code, and implement information systems, databases, and applications on-premise and in the cloud.
  4. Design, select and deploy digital transformation solutions and strategies.
  5. Bridge, integrate, deploy and manage cybersecurity and data governance across various information systems and analytics systems.
  6. Lead and manage digital transformation projects.   
Coursework

Program Requirements

Minor Requirements

Minor Requirements
CIS 34034BUSINESS MODELING AND AGILE DESIGN 3
CIS 34054USING INFORMATION SYSTEMS AND DIGITAL TECHNOLOGIES FOR SOLVING BUSINESS PROBLEMS 3
CIS 44151INNOVATING WITH DIGITAL TECHNOLOGIES AND ARTIFICIAL INTELLIGENCE 3
Minor Electives, choose from the following: 19
Designing Innovative Information Systems
CIS 34167
DESIGNING INNOVATIVE PROGRAMS AND APPS
CIS 44040
DESIGNING INNOVATIVE SERVER-SIDE SYSTEMS
CIS 44043
DATABASE DESIGN AND DATA GOVERNANCE
Digital Transformation Management
CIS 44008
MANAGING AGILE DIGITAL TRANSFORMATION PROJECTS
CIS 44041
MANAGING CYBERSECURITY
CIS 44046
HOW TO LEAD AND MANAGE DIGITAL TRANSFORMATION
Additional Electives
BA 44050
DATA VISUALIZATION
CIS 44292
BUSINESS EXPERIENCE AND INTERNSHIP (ELR)
Minimum Total Credit Hours:18
1

Students may take any courses in this section to fulfill the minor electives. 

Graduation Requirements

Minimum Minor GPA Minimum Overall GPA
2.250 2.000
  • Students are expected to satisfy course prerequisites for each course required in the minor. Prerequisites are not tied to a particular catalog; therefore it is important to look at the most current information about a course.
  • Students may not pursue a minor and major in the same discipline.
  • Minimum 6 credit hours in the minor must be upper-division coursework (30000 and 40000 level).
  • Minimum 6 credit hours in the minor must be outside of the course requirements for any major or other minor the student is pursuing.
  • Minimum 50 percent of the total credit hours for the minor must be taken at Kent State (in residence).
Program Delivery
  • Delivery:
    • In person
  • Location:
    • Kent Campus

Business - Minor

The Business minor provides students with exposure to a basic business core and helps them gain an overview of the world of business while pursuing a degree in another field.

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Program Information

Learning Outcomes

Program Learning Outcomes

Graduates of this program will be able to:

  1. Demonstrate an understanding of basic financial accounting records.
  2. Demonstrate understanding of impact of technology on business.
  3. Demonstrate understanding of impact of globalization on business.
  4. Demonstrate understanding of the various disciplines of business.
Admissions

Admission Requirements

Admission to a minor is open to students declared in a bachelor’s degree, the A.A.B. or A.A.S. degree or the A.T.S. degree (not Individualized Program major). Students declared only in the A.A. or A.S. degree or the A.T.S. degree in Individualized Program may not declare a minor. Students may not pursue a minor and a major in the same discipline.

To declare the Business minor, students must have a minimum 2.000 overall Kent State University GPA. No Kent State University GPA is required if the student is a first-semester freshman or transfer student admitted in good standing.

Students declared in a major in the college cannot declare the Business minor.

Coursework

Program Requirements

Minor Requirements

Minor Requirements
ACCT 23020INTRODUCTION TO FINANCIAL ACCOUNTING 3
CIS 24053INTRODUCTION TO INFORMATION SYSTEMS AND DIGITAL TECHNOLOGIES 3
ECON 22060PRINCIPLES OF MICROECONOMICS (KSS) 3
ECON 22061PRINCIPLES OF MACROECONOMICS (KSS) 3
FIN 36053BUSINESS FINANCE 3
HRM 34180HUMAN RESOURCE MANAGEMENT 3
or CIS 34054 USING INFORMATION SYSTEMS AND DIGITAL TECHNOLOGIES FOR SOLVING BUSINESS PROBLEMS
or MGMT 34165 DYNAMICS OF LEADERSHIP
MGMT 24163PRINCIPLES OF MANAGEMENT 3
MKTG 25010PRINCIPLES OF MARKETING 3
Minimum Total Credit Hours:24

Graduation Requirements

Minimum Minor GPA Minimum Overall GPA
2.000 2.000
  • Students are expected to satisfy course prerequisites for each course required in the minor. Prerequisites are not tied to a particular catalog; therefore it is important to look at the most current information about a course.
  • It is recommended that students pursuing the Business minor take an analytics course (BA 24056) and an operations (BA 34060) course.
  • Student may not pursue a minor and a major in the same discipline
  • Minimum 6 credit hours in the minor must be upper-division coursework (30000 and 40000 level).
  • Minimum 6 credit hours in the minor must be outside of the course requirements for any major or other minor the student is pursuing.
  • Minimum 50 percent of the total credit hours for the minor must be taken at Kent State (in residence).
Program Delivery
  • Delivery:
    • In person
  • Location:
    • Ashtabula Campus
    • Geauga Campus
    • Kent Campus
    • Salem Campus
    • Stark Campus
    • Trumbull Campus
    • Tuscarawas Campus

Accounting - Minor

The Accounting minor is for students desiring accounting education in financial statement preparation, budgeting, costing and accounting systems at a level beyond the user of financial information but less than the preparation for being a professional accountant. The minor is especially useful to students whose career paths are in business, not-for-profit and governmental organizations where dealing with financial issues will be an important part of their duties.

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Program Information

Learning Outcomes

Program Learning Outcomes

Graduates of this program will be able to:

  1. Identify and analyze the issue, record the transaction in the books of original entry and prepare the financial statement disclosure, given a defined financial accounting transaction.
  2. Demonstrate an understanding of managerial and cost accounting with the ability to identify and analyze information useful in decision making.
  3. Assemble, cleanse and analyze the information provided by accounting information systems and prepare summary reports useful for business decision-making.
Admissions

Admission Requirements

Admission to a minor is open to students declared in a bachelor’s degree, the A.A.B. or A.A.S. degree or the A.T.S. degree (not Individualized Program major). Students declared only in the A.A. or A.S. degree or the A.T.S. degree in Individualized Program may not declare a minor. Students may not pursue a minor and a major in the same discipline.

To declare the Accounting minor, students must have a minimum 2.000 overall Kent State University GPA. No Kent State University GPA is required if the student is a first-semester freshman or transfer student admitted in good standing.

Coursework

Program Requirements

Minor Requirements

Minor Requirements
ACCT 23020INTRODUCTION TO FINANCIAL ACCOUNTING (min B- grade)3
ACCT 23021INTRODUCTION TO MANAGERIAL ACCOUNTING (min B- grade)3
ACCT 33001INTERMEDIATE FINANCIAL ACCOUNTING I (min C grade)3
ACCT 33004INTRODUCTION TO ACCOUNTING SYSTEMS (min C grade)3
ACCT 33010COST ACCOUNTING (min C grade)3
ACCT 33012INTERMEDIATE FINANCIAL ACCOUNTING II (min C grade)3
CIS 24053INTRODUCTION TO INFORMATION SYSTEMS AND DIGITAL TECHNOLOGIES 3
Minimum Total Credit Hours:21

Progression Requirements

  • Minimum B- grade in both ACCT 23020 and ACCT 23021 (or equivalent courses) and minimum C grade in remaining ACCT minor courses.

Graduation Requirements

Minimum Minor GPA Minimum Overall GPA
2.000 2.000
  • Students must earn a minimum C grade in ACCT minor courses.
  • Students are expected to satisfy course prerequisites for each course required in the minor. Prerequisites are not tied to a particular catalog; therefore it is important to look at the most current information about a course. 
  • Student may not pursue a minor and a major in the same discipline.
  • Minimum 6 credit hours in the minor must be upper-division coursework (30000 and 40000 level).
  • Minimum 6 credit hours in the minor must be outside of the course requirements for any major or other minor the student is pursuing.
  • Minimum 50 percent of the total credit hours for the minor must be taken at Kent State (in residence).
 
Program Delivery
  • Delivery:
    • In person
  • Location:
    • Kent Campus

Entry Guidelines

  • You must be a current Kent State student.
  • Photos and videos must be from your time on a Kent State education abroad program.
  • Photos and videos must be your own original work and cannot be AI-generated.
  • Photos and videos should be appropriate (meaning that you’d be comfortable if your grandma saw it!).
  • Photos and videos must be under 1GB each.

If you have any questions, please contact 

Submission Deadline

Kent State offers three Photo & Video Contest throughout the year in the summer, fall, and spring semesters.

Summer Submission Deadline: Enter by 5 p.m. on Sunday, July 28, 2024. Students who participated in Spring 2024, Spring Break 2024, and Summer 2024 education abroad programs may submit.

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