# College of Engineering and Computer Science – Student Learning Outcomes

## Degree Program Table

<table border="1" id="bkmrk-program-outcomes-und" style="border-collapse: collapse; width: 100%; height: 377px;"><tbody><tr bgcolor="#d9eaf7" style="height: 29px;"><th style="width: 70.9877%; height: 29px;">**<span style="color: #003366;">Program Outcomes</span>**</th><th class="align-center" style="width: 14.9383%; height: 29px;">**Undergraduate**</th><th class="align-center" style="width: 13.9506%; height: 29px;">**Graduate**</th></tr><tr style="height: 29px;"><td class="degree-name" style="width: 70.9877%; height: 29px;">**Civil Engineering**</td><td class="degree-col undergrad-degrees align-center" style="width: 14.9383%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-civil-engineering)</td><td class="degree-col grad-degrees align-center" style="width: 13.9506%; height: 29px;"> </td></tr><tr style="height: 29px;"><td style="width: 70.9877%; height: 29px;">**Computer Science**</td><td class="align-center" style="width: 14.9383%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-computer-science-0)</td><td class="align-center" style="width: 13.9506%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-computer-science)</td></tr><tr style="height: 29px;"><td style="width: 70.9877%; height: 29px;">**Construction Management**</td><td class="align-center" style="width: 14.9383%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-construction-managem)</td><td class="align-center" style="width: 13.9506%; height: 29px;"> </td></tr><tr><td style="width: 70.9877%;">**Core Engineering Student Outcomes (Civil, Electrical, Mechanical)** </td><td class="align-center" style="width: 14.9383%;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-core-engineering-stu)</td><td style="width: 13.9506%;"> </td></tr><tr style="height: 29px;"><td style="width: 70.9877%; height: 29px;">**Data Science and Data Analytics**</td><td class="align-center" style="width: 14.9383%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-data-science-and-dat)</td><td class="align-center" style="width: 13.9506%; height: 29px;"> </td></tr><tr style="height: 29px;"><td style="width: 70.9877%; height: 29px;">**Electrical Engineering**</td><td class="align-center" style="width: 14.9383%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-electrical-engineeri)</td><td class="align-center" style="width: 13.9506%; height: 29px;"> </td></tr><tr style="height: 29px;"><td style="width: 70.9877%; height: 29px;">**Electrical Systems Engineering**</td><td class="align-center" style="width: 14.9383%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-electrical-systems-e)</td><td class="align-center" style="width: 13.9506%; height: 29px;"> </td></tr><tr style="height: 29px;"><td style="width: 70.9877%; height: 29px;">**Engineering**</td><td class="align-center" style="width: 14.9383%; height: 29px;"> </td><td class="align-center" style="width: 13.9506%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-engineering)</td></tr><tr style="height: 29px;"><td style="width: 70.9877%; height: 29px;">**Engineering Management**</td><td class="align-center" style="width: 14.9383%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-engineering-manageme-0)</td><td class="align-center" style="width: 13.9506%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-engineering-manageme)</td></tr><tr style="height: 29px;"><td style="width: 70.9877%; height: 29px;">**Industrial Systems Engineering**</td><td class="align-center" style="width: 14.9383%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-industrial-systems-e)</td><td class="align-center" style="width: 13.9506%; height: 29px;"> </td></tr><tr style="height: 29px;"><td style="width: 70.9877%; height: 29px;">**Mechanical Engineering**</td><td class="align-center" style="width: 14.9383%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-mechanical-engineeri)</td><td style="width: 13.9506%; height: 29px;"> </td></tr><tr style="height: 29px;"><td style="width: 70.9877%; height: 29px;">**Mechanical Systems Engineering**</td><td class="align-center" style="width: 14.9383%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-mechanical-systems-e)</td><td style="width: 13.9506%; height: 29px;"> </td></tr><tr style="height: 29px;"><td style="width: 70.9877%; height: 29px;">**Technology**</td><td class="align-center" style="width: 14.9383%; height: 29px;">[**See Outcomes**](https://kb.astate.edu/books/assessment/page/college-of-engineering-and-computer-science-student-learning-outcomes#bkmrk-technology)</td><td style="width: 13.9506%; height: 29px;"> </td></tr></tbody></table>

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## Graduate

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### Computer Science

- M.S. Computer Science graduate students should have a deeper understanding of the theory and application of algorithms, programming languages, and computer processes.
- M.S. Computer Science graduate students should have the ability to apply advanced analysis techniques to problem identification and solution in computing applications.
- M.S. Computer Science graduate students should have the ability to apply advanced implementation techniques to problem identification and solution in computing applications.

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### Engineering

- Program graduates will be able to apply advanced experimental methods and demonstrate the ability to design experiments and collect data.
- Program graduates will be able to utilize statistical concepts and demonstrate an ability to apply this knowledge to achieve engineering solutions that most efficiently use information and resources.
- Program graduates will have a practical knowledge of fabrication and manufacturing techniques.
- Program graduates will have an ability to apply advanced mathematical concepts to model physical systems and engineering processes to drive knowledge based design.
- Program graduates will have knowledge of advanced cross-disciplinary engineering sciences, and an ability to relate physical concepts from multiple engineering disciplines.
- Program graduates will have an ability to identify critical issues, formulate realistic solutions, evaluate alternatives, and carry out independent research to provide novel solutions to technical problems.
- Program graduates will have a demonstrated ability to make novel, significant contributions to the scientific and engineering body of knowledge.

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### Engineering Management

- Graduates of the Master of Engineering Management program will be able to identify critical issues, formulate realistic solutions, evaluate alternatives, and solve engineering management problems.
- Graduates of the Master of Engineering Management program will be able to interpret statistical concepts and methods and apply this knowledge to engineering and management problems.
- Graduates of the Master of Engineering Management program will use quality control and improvement techniques and apply this knowledge to improve quality in both the manufacturing and service industries.
- Graduates of the Master of Engineering Management program will be able to construct deterministic modeling and apply this to engineering management problems including design of experiments.

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## Undergraduate

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### Core Engineering Student Outcomes (Civil, Electrical, Mechanical)

The Student Outcomes for each of the Arkansas State University undergraduate engineering programs are:

- Outcome No. 1: An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics
- Outcome No. 2: An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors
- Outcome No. 3: An ability to communicate effectively with a range of audiences
- Outcome No. 4: An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts
- Outcome No. 5: An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives
- Outcome No. 6: An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions
- Outcome No. 7: An ability to acquire and apply new knowledge as needed, using appropriate learning strategies

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### Civil Engineering

The Program Educational Objectives (PEOs) for the A-State Civil Engineering Program are listed below.

- Graduates have successfully advanced in civil engineering practice as evidenced by their achievements and contributions to their employers and the greater engineering community.
- Graduates have pursued graduate degrees, obtained professional licensure, and/or completed professional development activities in continuing to advance their knowledge base in civil engineering or related professional fields.
- Graduates are actively working to improve their community and society in general by utilizing and sharing their engineering expertise.

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### Computer Science (BS/BA)

- Students will attain an ability to apply knowledge of computing and mathematics appropriate to the discipline.
- Students will attain an ability to analyze a problem and identify and define the computing requirements appropriate to its solution.
- Students will attain an ability to design, implement, and evaluate a computer-based system, process, component, or program to meet desired needs.
- Students will attain an ability to function effectively on teams to accomplish a common goal.
- Students will attain an understanding of professional, ethical, legal, security and social issues and responsibilities.
- Students will attain an ability to communicate effectively with a range of audiences.
- Students will attain an ability to analyze the local and global impact of computing on individuals, organizations, and society.
- Students will attain recognition of the need for and an ability to engage in continuing professional development.
- Students will attain an ability to use current techniques, skills, and tools necessary for computing practice.

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### Construction Management

- An ability to identify, formulate, and solve broadly defined technical or scientific problems by applying knowledge of mathematics and science and/or technical topics to areas relevant to the discipline.
- An ability to formulate or design a system, process, procedure or program to meet desired needs.
- An ability to develop and conduct experiments or test hypotheses, analyze and interpret data and use scientific judgment to draw conclusions.
- An ability to communicate effectively with a range of audiences.
- An ability to understand ethical and professional responsibilities and the impact of technical and/or scientific solutions in global, economic, environmental, and societal contexts.
- An ability to function effectively on teams that establish goals, plan tasks, meet deadlines, and analyze risk and uncertainty.

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### Data Science and Data Analytics

- Identify societal and ethical impacts as well as the responsibility that come with access to data.
- Critically assess and remediate issues with data organization and data quality.
- Design and implement a solution to a problem in the realm of data science/data analytics through problem identification, problem solving, decision making, visualization, data analysis and reporting.

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### Electrical Engineering

The Program Educational Objectives (PEOs) for the A-State Electrical Engineering Program are listed below.

- Graduates have successfully advanced in electrical/computer engineering or related relevant practice as evidenced by contributions to their employers and the greater professional community.
- Graduates have completed professional development activities to enhance their credentials or knowledge base.
- Graduates have made a broader contribution by providing an engineering or otherwise technical or objective perspective to the challenges and opportunities of society.

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### Electrical Systems Engineering

- An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics.
- An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors.
- An ability to communicate effectively with a range of audiences.
- An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts.
- An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives.
- An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions.
- An ability to acquire and apply new knowledge as needed, using appropriate learning strategies.

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### Engineering Management Systems

The Engineering Management Systems program graduates will have:

- an ability to apply knowledge, techniques, skills and modern tools of mathematics, science, engineering, and technology to solve broadly-defined engineering problems appropriate to the discipline;
- an ability to design systems, components, or processes meeting specified needs for broadly-defined engineering problems appropriate to the discipline;
- an ability to apply written, oral, and graphical communication in broadly-defined technical and non-technical environments; and an ability to identify and use appropriate technical literature;
- an ability to conduct standard tests, measurements, and experiments and to analyze and interpret the results to improve processes; and
- an ability to function effectively as a member as well as a leader on technical teams.

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### Industrial Systems Engineering

- An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics.
- An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors.
- An ability to communicate effectively with a range of audiences.
- An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts.
- An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives.
- An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions.
- An ability to acquire and apply new knowledge as needed, using appropriate learning strategies.

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### Mechanical Engineering

The Program Educational Objectives (PEOs) for the A-State Mechanical Engineering Program are listed below.

- Graduates have successfully advanced in mechanical engineering practice as evidenced by their achievements and contributions to their employers and the greater engineering community.
- Graduates have pursued graduate degrees or completed professional development activities in continuing to advance their knowledge base in the mechanical engineering or related professional fields.
- Graduates have made a broader contribution to the local and national economic development by providing a mechanical engineering perspective to the challenges and opportunities of society.

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### Mechanical Systems Engineering

- An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics.
- An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors.
- An ability to communicate effectively with a range of audiences.
- An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts.
- An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives.
- An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions.
- An ability to acquire and apply new knowledge as needed, using appropriate learning strategies.

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### Technology (BS, All Emphasis)

- Students will demonstrate a solid understanding of technology fundamentals.
- Students will utilize knowledge of mathematics and science to solve technology problems.
- Students will exhibit the basic skills to analyze and interpret data. Will be able to formulate the problems and processes for solutions.
- Students will develop ability to organize information and communicate effectively.