Bachelor of Science in Business in Business Analytics
Organizations rely on big data now more than ever. Students majoring in business analytics discover how to turn data into actionable intelligence. The business analytics program covers data warehousing, dimensional modeling, big-data analytics methods, and visualization tools and techniques, and it introduces topics such as data mining and predictive analytics. Graduates will be able to analyze data and utilize the findings to guide organizational decision-making.
Undergraduate Admission to the School of Business
There are two paths for admission to the School of Business:
- Freshman direct admission pathway
- Pre-business admission pathway
Freshman Direct Admission Pathway
Students applying to KU while completing high school can be directly admitted to the B.S.B. degree majors based on high school GPA and standardized test scores.
High school GPA plus ACT test score: Applicants accepted at KU with an interest in business are eligible for direct admission into the School of Business based on an index score calculated using high school GPA and ACT composite or SAT math and evidence-based reading and writing scores. The index score is calculated as ACT/10 + HS GPA = index score. The required index score is at least 5.55. Students should refer to the official ACT/SAT concordance table when comparing SAT scores to ACT scores.
Test-optional pathway: Students with high school GPAs greater than 3.4 are eligible for direct admission for the 2024-25 academic year.
Directly admitted freshman must start the sequence of B.S.B. professionalism courses in their first semester.
Freshman direct admission is not an option for students who seek to change their major to business or pre-business after the start of their first semester of college at KU or elsewhere. Such students must apply for the pre-business admission pathway.
Pre-Business Admission Pathway
Students who do not meet direct admission standards, transfer students, and students who start out at KU pursuing other majors can be admitted to the B.S.B. degree program through the pre-business pathway. Current KU students applying for competitive admission process should apply for a change of school during the semester in which they will complete the minimum requirements for admission. Applicants who are not currently KU students must first apply to KU and submit official transcripts for all previous colleges and universities attended to the Office of Admissions along with the application. To facilitate advising, current KU students applying for competitive admission are encouraged to submit change of school requests by September 15 for spring admission and by February 15 for fall admission. Visit the Office of International Support Services for information about international admissions.
Admission to the B.S.B. program through the pre-business pathway is subject to the following requirements:
- Sophomore standing (>30 credit hours completed)
- Completion of three pre-admission foundation courses or their equivalents, which must be taken for a letter grade:
| Code | Title | Hours |
|---|---|---|
| ACCT 200 | Fundamentals of Financial Accounting | 4 |
| ECON 142 | Principles of Microeconomics | 3 |
| or ECON 143 | Principles of Microeconomics, Honors | |
| BSAN 202 | Statistics | 3 |
- Greater than or equal to 2.50 GPA in overall, overall KU, professional, and KU professional coursework
- When the School of Business must accept grades of credit/no credit (contrary to standing School policy), an assigned grade of "credit" will be treated as a "C" or 2.0 for admission purposes. Exceptions and petitions may be considered on a case-by-case basis.
- Upon admission to the B.S.B. program students must enroll in BUS 150 Foundations of Business and begin or continue the required B.S.B. professionalism course sequence.
Academic Probation Policy
Students admitted to the B.S.B. degree program by direct, competitive, or transfer admission whose overall GPA, overall KU GPA, professional GPA, KU professional GPA, or within-major GPA falls below 2.5 will be placed on academic probation. Following imposition of probation students must meet with their academic advisors to develop and implement an academic performance improvement plan. Probation will be rescinded after the subsequent academic term if relevant GPAs improve to above these thresholds; absent academic performance improvement students may be dismissed and may not register for School of Business courses with restricted enrollment except by special permission. Petitions for readmission will be evaluated on evidence of improvement in academic performance.
Transfer Students
Transfer students may find it to their advantage to enter KU before the junior year, because some required courses may be available only at KU. Students attending Kansas community colleges should consult their advisors and a KU School of Business academic advisor about course equivalents and articulation agreements to ensure progress toward the degree. The Office of Admissions provides a guide to how classes at a current or former school transfer to KU. Students must submit official transcripts of course work completed to the Office of Admissions before a final determination can be made.
At least 30 hours of junior/senior professional course work must be completed at KU (courses in residence) for the student to be eligible for graduation. Only transfer grades of C- or higher apply toward graduation from the KU School of Business.
75-Hour Rule
A maximum of 75 hours of community college course work can be applied toward a KU business degree. All subsequent credit hours earned at a community college or other 2-year institution add an equivalent number of hours to the 120-hour minimum required to graduate.
10-Year Rule
Transfer business credits are limited to a 10-year span in which they can be considered equivalent to a KU School of Business course and satisfy any corresponding requirement. This 10-year limit begins on the date of completion of the credit. After 10 years, transfer business credits are treated as elective business credit, and a course repeat or update may be necessary.
Tentative Evaluation of Credit
Students are advised to work with an academic advisor if they are considering enrolling in a class outside of KU. Before enrolling in any non-KU courses, students should confirm the course transfers over properly in Credtran or submit course syllabi for approval by using the transfer credit evaluation form for business classes located here.
Readmission
Students must submit an application for readmission to KU if their lapse in attendance is one semester or more. See the Office of Admissions for more information. Students may be readmitted to the School of Business if they left the school in good standing and it has been less than 5 years since they last attended.
5-Year Rule
If a student does not complete the business degree within 5 years of last attendance, the student must reapply through the pre-business admission pathway. Students also must complete degree requirements in effect at the time of readmission to the business school regardless of the initial program.
Dismissal
Students who have been dismissed from the school must reapply through the pre-business admission pathway.
Bachelor of Science in Business Degree Requirements
The School of Business offers a Bachelor of Science in Business (B.S.B.) with majors in accounting, business administration, business analytics, finance, information systems, management and leadership, marketing, and supply chain management. Also offered are a co-major in international business and various discipline-specific minors and certificate programs. In addition to core curriculum courses, each major requires foundation and core classes in business and related fields, required major classes, and advanced business electives to satisfy requirements of specific majors, minors, and certificates.
Graduation Requirements
Hours Required for Graduation
A minimum of 120 credit hours is required for graduation. Of the 120 hours, a student must earn at least 45 junior/senior hours and 30 residency hours (business courses numbered 300 or higher) completed within the KU School of Business.
- The 120-hour minimum to graduate is increased by the following:
- More than 4 hours in physical education courses.
- More than 4 hours of music organization courses.
- Any repeated courses for which a student has already received credit.
- All subsequent credits earned at a community college or other 2-year institution after a student has completed a total of 75 community college credit hours.
Grade-Point Average Required for Graduation
To be eligible to graduate from the School of Business with any major, a student must earn a grade-point average of 2.5 in
- Total hours attempted from all schools (including Independent Study through KU Continuing Education),
- All professional courses (business courses including macro and micro economics) attempted from all schools,
- Total hours attempted at KU, and
- All professional (business courses including macro and micro economics) hours attempted at KU.
Students majoring in accounting, business analytics, finance, information systems, management and leadership, marketing, and supply chain management majors and co-majors in international business also must earn minimum grade-point averages of 2.5 in their respective major courses. Students majoring in business administration must earn a minimum grade-point averages of 2.2 in their courses toward the major.
Required General Education Courses
All business majors are required to take the following courses, which may satisfy KU Core 34 requirements:
| Code | Title | Hours |
|---|---|---|
| MATH 115 | Calculus I (Satisfies Core 34 Math and Statistics) | 3 |
| PSYC 104 | General Psychology (Satisfies Core 34 Social and Behavior Science) | 3 |
| or PSYC 105 | General Psychology, Honors | |
| ECON 142 | Principles of Microeconomics (Satisfies Core 34 Social and Behavior Science) | 3 |
| or ECON 143 | Principles of Microeconomics, Honors | |
Requirements for All Majors
Professionalism Course Sequence
All business majors must complete the following six one-credit-hour professionalism courses:
| Code | Title | Hours |
|---|---|---|
| BUS 110 | Introduction to Professionalism | 1 |
| BUS 120 | Emerging Topics in Business | 1 |
| BUS 210 | Career Management and Planning | 1 |
| BUS 230 | Introduction to Professions in Business | 1 |
| or ACCT 230 | Introduction to the Accounting Profession | |
| or BSAN 230 | Introduction to Business Analytics and Information Systems Professions | |
| or FIN 230 | Introduction to the Finance Profession | |
| or IST 230 | Introduction to Business Analytics and Information Systems Professions | |
| or SCM 230 | Introduction to Business Analytics and Information Systems Professions | |
| or MGMT 230 | Introduction to the Management Profession | |
| or MKTG 230 | Introduction to the Marketing Profession | |
| BUS 310 | Internships with Impact | 1 |
| BUS 410 | Professionalism Capstone | 1 |
Business Foundation Courses
The following courses are considered foundation courses and must be completed by all majors:
| Code | Title | Hours |
|---|---|---|
| BUS 150 | Foundations of Business | 3 |
| ECON 142 | Principles of Microeconomics | 3 |
| or ECON 143 | Principles of Microeconomics, Honors | |
| ECON 144 | Principles of Macroeconomics | 3 |
| or ECON 145 | Principles of Macroeconomics, Honors | |
| ACCT 200 | Fundamentals of Financial Accounting | 4 |
| BSAN 202 | Statistics | 3 |
Business Core Courses and Capstone Course
In addition to the business foundation courses, all majors must complete the following courses:
| Code | Title | Hours |
|---|---|---|
| ACCT 201 | Managerial Accounting I | 3 |
| BE 301 | Managerial Economics | 3 |
| or BE 302 | Managerial Economics, Honors | |
| BLAW 301 | Legal Aspects of Business | 3 |
| or BLAW 302 | Legal Aspects of Business, Honors | |
| BUS 305 | Business Writing | 3 |
| FIN 310 | Finance | 3 |
| or FIN 311 | Finance, Honors | |
| IST 310 | Introduction to Information & Management Productivity Systems | 3 |
| BSAN 310 | Introduction to Business Analytics | 3 |
| or BSAN 311 | Introduction to Business Analytics, Honors | |
| MGMT 310 | Principles of Management | 3 |
| or MGMT 311 | Principles of Management, Honors | |
| MKTG 310 | Marketing | 3 |
| or MKTG 311 | Marketing, Honors | |
| SCM 310 | Management Science and Operations Management | 3 |
| or SCM 311 | Management Science and Operations Management, Honors | |
| Capstone Course | ||
| MGMT 498 | Business Policy and Strategy | 3 |
| or MGMT 499 | Business Policy and Strategy, Honors | |
International Dimension Requirement
The International Dimension Requirement (IDR) is required of all students graduating from the KU School of Business. To complete the IDR, students must choose one of the following options:
OPTION 1. FOREIGN LANGUAGE
Complete through the fourth level (intermediate II) of courses in a modern foreign language or earn equivalent proficiency as determined by the appropriate language department. International students who have completed the English proficiency requirement through the Applied English Center or receive passing TOEFL scores may use this to fulfill Option 1.
OPTION 2. INTERNATIONAL STUDY
Earn six (6) credit hours of academic credit through coursework, including any combination of credit hours earned in:
- KU-approved study abroad programs
- Additional business courses focused on international topics. These courses may also double-count toward requirements or electives for B.S.B. majors, co-majors, minors, and certificates. Such courses include:
| Code | Title | Hours |
|---|---|---|
| IBUS 410 | Introduction to International Business | 3 |
| IBUS 415 | Business in Latin America | 3 |
| IBUS 425 | Business in East Asia | 3 |
| IBUS 462 | Comparative and Cross-Cultural Management | 3 |
| IBUS 480 | International Management | 3 |
| IBUS 499 | Short-Term Study Abroad | 3 |
| IBUS 400 | Special Topics in International Business: _____ | 3 |
| IBUS 500 | Individual Research in International Business | 1-5 |
| FIN 420 | International Finance | 3 |
| MGMT 434 | International Human Resource Management | 3 |
| MKTG 440 | Global Marketing | 3 |
- Non-business courses focused on topics in contemporary non-US cultures, countries, regions, or transnational issues. Approved courses are identified in the KU catalog. Student may petition to seek approval for new classes or transfer classes in contemporary international issues to qualify for IDR credit. Several -- but not all -- approved non-business IDR courses also satisfy the KU Core 34 Global Culture requirement.
Business Analytics Major
The goal of the Business Analytics program is to prepare students with the requisite knowledge to implement data gathering, cleansing, integration, and modeling tasks as well as data asset analysis for business applications. The program will build on the basic business core courses by adding the necessary courses in the Statistics, Data Domain, and Business Analytics Domain. These courses will cover statistical methods, data warehousing, dimensional modeling, big-data analytical methods, and visualization tools and techniques and will introduce topics such as data mining and predictive analytics. Students will have the skills and experience to create and manage big data initiatives as well as associated business processes facilitating large-scale business data analytics in organizations. Graduates will be able to serve as architects, change agents and analytics tool suite operators for business and government.
In addition to providing students with fundamental big data resource and infrastructure management skills, the program is also designed to provide graduates with exposure to applied areas (specifically Information Systems, Marketing or Supply Chain Management) through specific electives. Graduates will work as applied business analysts, data architects, data visualization experts, big data analysts, and data change agents. The areas of healthcare, public administration, mobile services, retail, manufacturing, and consulting service industries are all areas where analytics talent will provide significant business value.
The Business Analytics major must complete the following core courses with a grade-point average of at least 2.5:
| Code | Title | Hours |
|---|---|---|
| Business Analytics | ||
| BSAN 326 | Database Management Systems | 3 |
| BSAN 415 | Data Analysis and Forecasting | 3 |
| BSAN 440 | Foundations in Business Analytics | 3 |
| BSAN 450 | Data Mining and Predictive Analytics | 3 |
| BSAN 480 | Business Analytics Capstone | 3 |
| BSAN 320 or higher BSAN electives | 6 | |
Students seeking a B.S.B. degree with a major in Business Analytics have the flexibility to chart alternative paths to a four-year degree. Students’ paths may vary based on a number of factors such as
- Initial math placement based on a student's math aptitude and pre-admission math coursework;
- Sequence of business foundation and core coursework based on student’s chosen major;
- Pursuit of complementary academic programs such as a double-major, minor or certificate;
- How the student chooses to satisfy the international dimension requirement -- either foreign language, study abroad, or two approved IDR courses;
- The timing and duration of participation in short-term, summer-, semester-, or year-long study abroad programs;
- The timing and duration of internships and other co-curricular enrichment experiences; and
- Intended career specialization within an academic field affecting choice of elective coursework.
Each student should regularly meet with a Jayhawk Academic Advisor to discuss how these factors can be incorporated into a personalized degree plan. Area industry mentors (AIMs) associated with each academic area in the School of Business should also be consulted to help tailor elective coursework toward the student’s career plans.
The four-year plan outlined below is for a student who starts at KU with a placement in MATH 101 College Algebra (the prerequisite for MATH 115 Calculus) and seeks to pursue the Business Analytics major. Note that all B.S.B. majors must complete ECON 142 Microeconomics (or ECON 143) and PSYC 104 Psychology (or PSYC 105) to satisfy the KU Core 34 Social and Behavioral Science requirements, as well as MATH 115 (with MATH 101 as a prerequisite) and ECON 144 Principles of Macroeconomics (or ECON 145).
| Freshman | |||||
|---|---|---|---|---|---|
| Fall | Hours | Spring | Hours | ||
| Core 34: English (SGE)010 | 3 | Core 34: English (SGE)010 | 3 | ||
| MATH 101 | 3 | Core 34: Arts and Humanities (SGE)060 | 3 | ||
| BUS 150 | 3 | MATH 115 (Core 34: Math and Statistics (SGE))030*** | 3 | ||
| ACCT 200 | 4 | ECON 142 or 143 (Core 34: Social and Behavior Science (SGE))050*** | 3 | ||
| BUS 110 | 1 | ACCT 201 | 3 | ||
| BUS 120 | 1 | ||||
| 14 | 16 | ||||
| Sophomore | |||||
| Fall | Hours | Spring | Hours | ||
| PSYC 104 or 105 (Core 34: Social and Behavior Science (SGE))050*** | 3 | ECON 144 or 145 | 3 | ||
| Core 34: Natural and Physical Sciences (SGE)040 | 4 | COMS 322 (Core 34: Communications (SGE))020** | 3 | ||
| BSAN 202 | 3 | BSAN 310 or 311 | 3 | ||
| IST 310 | 3 | SCM 310 or 311 | 3 | ||
| BUS 210 | 1 | FIN 310 or SCM 311 | 3 | ||
| BSAN 230 | 1 | ||||
| 14 | 16 | ||||
| Junior | |||||
| Fall | Hours | Spring | Hours | Summer | Hours |
| BE 301 or 302 | 3 | Core 34: US Culture (SGE)070 | 3 | BUS 310 | 1 |
| BUS 305 | 3 | Core 34: Global Culture (SGE)070 | 3 | ||
| MKTG 310 or 311 | 3 | BLAW 301 or 302 | 3 | ||
| MGMT 310 or 311 | 3 | BSAN 415 | 3 | ||
| BSAN 326 | 3 | BSAN 440 | 3 | ||
| 15 | 15 | 1 | |||
| Senior | |||||
| Fall | Hours | Spring | Hours | ||
| Core 34: Arts and Humanities (SGE)060 | 3 | BSAN 480 | 3 | ||
| BSAN 450 | 3 | BSAN 320+ elective | 3 | ||
| BSAN 320+ elective | 3 | BUS 410 | 1 | ||
| Approved IDR course | 3 | MGMT 498 or 499 (Capstone Course) | 3 | ||
| Elective Course | 3 | Approved IDR course | 3 | ||
| Elective Course | 1 | ||||
| 15 | 14 | ||||
| Total Hours 120 | |||||
Notes:
* - This course is a Required major course and is also part of Core 34: Systemwide General Education. If this course is not taken to fulfill the Core 34:SGE requirement, it must be taken in place of elective hours.
** - This course is a Recommended Core 34: Systemwide General Education course. This specific course is not required but is recommended by the program’s faculty.
*** - This course is a Required Core 34: Systemwide General Education course. This program is approved by the Kansas Board of Regents to require this specific Core 34:Systemwide General Education course. If a student did not take this course it must be taken in addition to other degree requirements.
University Honors Program
Prebusiness majors who meet admission requirements for the University Honors Program are strongly encouraged to participate in it. Its small, challenging classes provide an excellent opportunity for business majors to develop a strong base in liberal arts and sciences. Because its requirements fit well with the school’s distribution requirements, the program fits easily into the normal 4-year program.
Undergraduate Business Honors Program
The Business Honors Program allows an elite cadre of undergraduate business school students to participate in a special set of enrichments. Graduating with business honors requires that the students admitted to the programs complete at least 12 hours of business honors classes. They will also be expected to be deeply involved in the life of the school, routinely assuming leadership positions and taking advantage of experiential learning opportunities.