Bachelor of Science in Business Administration: Concentration in Business Analytics
Concentration in Business Analytics
The concentration in Business Analytics offers students an explicit foundation in business analytics, an area that is in high and growing demand. Concentration courses allow students to acquire competence in data management and quantitative analysis through the use of professional software. By selecting an appropriate elective, students can prepare for a career in business analytics in a specific business area of interest within industry or government.
Program Learning Outcomes
- Business Knowledge and Integration
Demonstrate knowledge of core business disciplines and integrate concepts across functional areas to solve problems. - Business Communication
Communicate business information effectively in written and oral formats for diverse audiences. - Critical Thinking and Problem Solving
Apply critical thinking and problem-solving skills to analyze complex business situations and recommend reasoned solutions. - Quantitative and Technological Proficiency
Use quantitative methods and appropriate technologies to analyze data and support business decisions. - Teamwork and Inclusion
Collaborate effectively in diverse teams, demonstrating leadership and respectful communication in accomplishing team goals. - Ethics, Sustainability and Global Perspective
Evaluate business decisions from ethical, sustainable, and global perspectives, considering diverse stakeholders and environments.
Bachelor of Science in Business Administration: Concentration in Business Analytics — 69 units minimum
- Except in cases of credit by examination, no more than 6 units of the core may be completed on a CR/NC basis.
- Students must earn a grade of C- or higher in core Business courses required as prerequisites for other core Business courses.
- All concentration courses must be taken on a letter-grade basis. A student must have a minimum grade point average of 2.0 across all concentration courses.
Prerequisite Courses (9-12 units)
| Code | Title | Units |
|---|---|---|
| Select One: | 3-6 | |
| Calculus with Business Applications | ||
| Mathematics for Business Calculus I and Mathematics for Business Calculus II | ||
| Business Calculus | ||
| ECON 101 | Introduction to Microeconomic Analysis | 3 |
| ISYS 263 | Introduction to Information Systems | 3 |
or a passing score on the ISYS 263 CLEP Exam | ||
These courses must be completed before enrollment in certain core courses. Most core courses have specific prerequisites that are listed within the course descriptions.
Note: DS 110, ECON 101, and ECON 102 (formerly ECON 100) fulfill General Education requirements.
Core Courses (39 units)
| Code | Title | Units |
|---|---|---|
| ACCT 100 | Introduction to Financial Accounting | 3 |
| ACCT 101 | Introduction to Managerial Accounting | 3 |
| Select One: | 3 | |
| Communications for Business Analytics - GWAR | ||
| Business Communication for Professionals - GWAR | ||
| BUS 682 | Seminar on Business and Society | 3 |
| BUS 690 | Seminar in Business Policy and Strategic Management | 3 |
| Select One: | 3 | |
| Business Statistics | ||
| Elementary Statistics | ||
| DS 412 | Operations Management | 3 |
| ECON 102 | Introduction to Macroeconomic Analysis | 3 |
| FIN 350 | Business Finance | 3 |
| IBUS 330 | International Business and Multicultural Relations | 3 |
| ISYS 363 | Information Systems for Management | 3 |
| MGMT 405 | Introduction to Management and Organizational Behavior | 3 |
| MKTG 431 | Principles of Marketing | 3 |
Concentration Courses (18 units)
| Code | Title | Units |
|---|---|---|
| Select one: | 3 | |
| Data Analysis with Computer Applications | ||
| Introduction to Econometrics | ||
| Select one: | 3 | |
| Applied Management Science | ||
| Economic Inference: Methods and Applications | ||
| DS 612 | Data Mining with Business Applications | 3 |
| ISYS 412 | Application Development for Data Analytics | 3 |
| ISYS 464 | Managing Enterprise Data | 3 |
| ISYS 650 | Business Intelligence | 3 |
Approved Elective (3 units)
Please select one course from the list below. Courses taken to satisfy other requirements cannot be used to satisfy the elective requirement. Other upper-division courses can be used as an elective upon consultation with an advisor.
| Code | Title | Units |
|---|---|---|
| DS 311 | Technologies in Data Analytics | 3 |
| DS 312 | Data Analysis with Computer Applications | 3 |
| DS 408 | Computer Simulation | 3 |
| DS 601 | Applied Management Science | 3 |
| DS 604 | Applied Business Forecasting | 3 |
| DS 624 | Quality Management | 3 |
| DS 655 | Sustainable Supply Chain Optimization | 3 |
| ECON 301 | Intermediate Microeconomic Theory | 3 |
| ECON 302 | Intermediate Macroeconomic Theory | 3 |
| ECON 312 | Introduction to Econometrics | 3 |
| ECON 450 | Health Economics | 3 |
| ECON 505 | Public Economics | 3 |
| ECON/LABR 510 | Labor Economics | 3 |
| ECON 520 | Industrial Organization | 3 |
| ECON 550 | Environmental Economics | 3 |
| ECON 611 | International Trade Theory and Policy | 3 |
| ECON 616 | Experimental Economics and Game Theory | 3 |
| ECON 618 | Economic Inference: Methods and Applications | 3 |
| ECON 640 | Health Economics Analysis and Research | 3 |
| ECON 680 | Applied Economics and Data Analysis with R | 3 |
| ISYS 350 | Building Business Applications | 3 |
| ISYS 565 | Managing Enterprise Networks | 3 |
| ISYS 568 | Multimedia Business Applications Development | 3 |
| ISYS 569 | Information Systems for Business Process Management | 3 |
| ISYS 575 | Information Security Management | 3 |
| ISYS 663 | Information Technology Project Management | 3 |
| MATH 225 | Introduction to Linear Algebra | 3 |
| MKTG 632 | Marketing Research | 3 |
| MKTG 660 | Marketing Analytics 1 | 3 |
| MKTG 661 | Introduction to Digital Marketing Analytics 1 | 3 |
- 1
MKTG courses are available to non-Marketing students on a space-available basis. Students in the Business Analytics concentration are allowed to substitute DS 412 as a prerequisite for MKTG 660.
General Education Requirements
| Requirement | Course Level | Units | Area Designation |
|---|---|---|---|
| English Composition | LD | 3 | 1A |
| Critical Thinking | LD | 3 | 1B |
| Oral Communication | LD | 3 | 1C |
| Mathematical Concepts and Quantitative Reasoning | LD | 3 | 2 |
| Arts | LD | 3 | 3A |
| Humanities | LD | 3 | 3B |
| Social and Behavioral Sciences | LD | 6 | 4 |
| Physical Science | LD | 3 | 5A |
| Biological Science | LD | 3 | 5B |
| Laboratory | LD | 1 | 5C |
| Ethnic Studies | LD or UD | 3 | 6 |
| Science or Math/Quantitative Reasoning | UD | 3 | 5UD or 2UD |
| Arts or Humanities | UD | 3 | 3UD |
| Social and Behavioral Sciences | UD | 3 | 4UD |
| SF State Studies | |||
| Courses certified as meeting the SF State Studies requirements may be upper or lower division in General Education (GE), a major or minor, or an elective. | |||
| American Ethnic and Racial Minorities | LD or UD | 3 | AERM |
| Environmental Sustainability and Climate Action | LD or UD | 3 | ES |
| Global Perspectives | LD or UD | 3 | GP |
| Social Justice | LD or UD | 3 | SJ |
Note: LD = Lower-Division; UD = Upper-Division.
First-Time Student Roadmap (4 Year)
The roadmaps presented in this Bulletin are intended as suggested plans of study and do not replace meeting with an advisor. For a more personalized roadmap, please use the Degree Planner tool found in your Student Center.
Students should use their Pathway/Category to determine which roadmap to follow. For directions on how to view your Pathway/Category, visit how to find your pathway. Questions? Contact Gator Smart Start.
First-Time Student Roadmap – QR Pathway 1/2
First-Time Student Roadmap – QR Pathway 3/4
Transfer Student Roadmaps
For students with an AS-T in Business Administration
with 18 units in the major satisfied.
BUS ADT Roadmap with 18 Lower-Division Units
For students with an AS-T in Business Administration
with 15 units in the major satisfied.
BUS ADT Roadmap with 15 Lower-Division Units
SF State Scholars Roadmap
The San Francisco State Scholars program provides undergraduate students with an accelerated pathway to a graduate degree. Students in this program pursue a bachelor’s and master’s degree simultaneously. This program allows students to earn graduate credit while in their junior and/or senior year, reducing the number of semesters required for completion of a master’s degree.
Business Administration (Business Analytics) BS + Business Analytics MS SF State Scholars Roadmap
General Advising Information for Transfer Students
- Before transfer, complete as many lower-division requirements or electives for this major as possible.
- The following courses are not required for admission but are required for graduation. Students are strongly encouraged to complete these units before transfer; doing so will provide more flexibility in course selection after transfer.
- a course in U.S. History
- a course in U.S. & California Government
For information about satisfying the requirements described in (1) and (2) above at a California Community College (CCC), please visit http://www.assist.org. Check any geographically accessible CCCs; sometimes, options include more than one college. Use ASSIST to determine:
- Which courses at a CCC satisfy any lower-division major requirements for this major;
- Which courses at a CCC satisfy CSU GE, US History, and US & CA Government requirements.
Remedial courses are not transferable and do not apply to the minimum 60 semester units/90 quarter units required for admission.
Additional units for courses that are repeated do not apply to the minimum 60 units required for upper-division transfer (for example, if a course was not passed on the first attempt or was taken to earn a better grade).
Before leaving the last California Community College of attendance, obtain a summary of completion of lower-division General Education units (IGETC or CSU GE Breadth). This is often referred to as a GE certification worksheet. SF State does not require delivery of this certification to Admissions, but students should retain this document for verifying degree progress after transfer.
Credit for Advanced Placement, International Baccalaureate, or College-Level Examination Program courses: AP/IB/CLEP credit is not automatically transferred from the previous institution. Units are transferred only when an official score report is delivered to SF State. Credit is based on the academic year during which exams were taken. Refer to the University Bulletin in effect during the year of AP/IB/CLEP examination(s) for details regarding the award of credit for AP/IB/CLEP.
Students pursuing majors in science, technology, engineering, and mathematics (STEM) disciplines often defer 6-9 units of lower-division General Education in Areas C and D until after transfer to focus on preparation courses for the major. This advice does not apply to students pursuing associate degree completion before transfer.
Transferring From Institutions Other Than CCCs or CSUs
Review SF State's lower-division General Education requirements. Note that, as described below, the four basic skills courses required for admission meet GE Areas 1A/A2, 1B/A3, 1C/A1, and 2/B4 in the SF State GE pattern. Courses that fulfill the remaining areas of SF State’s lower-division GE pattern are available at most two-year and four-year colleges and universities.
Of the four required basic skills courses, a course in critical thinking (1B/A3) may not be widely offered outside the CCC and CSU systems. Students should attempt to identify and take an appropriate course no later than the term of application to the CSU. To review more information about the 1B/A3 requirement, please visit bulletin.sfsu.edu/undergraduate-education/general-education/lower-division/#AAEL.
Waiting until after transfer to take a single course at SF State that meets both US and CA/local government requirements may be an appropriate option, particularly if transferring from outside of California.