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Articles 61 - 90 of 281

Full-Text Articles in Engineering

Why Do I Have To Know This? Engineering In A Globalized Society, Caleb Cunningham Jan 2020

Why Do I Have To Know This? Engineering In A Globalized Society, Caleb Cunningham

Honors Theses

Through a pilot comparative study, this thesis examines the problem-solving of chemical engineering students and chemical engineering faculty. Specifically, the thesis examines the extent to which individuals include global factors (cultural, social, environmental, and economic) into their engineering solutions as specified by ABET. Several hypotheses were investigated in this pilot study: (i) having a study abroad experience would increase the likelihood that participants included the global factors of interest, (ii) the type (PUI, Research Intensive, Unique) of institution students attended would impact how individuals approached the problem, (iii) students with similar career aspirations would approach the problems similarly, (iv) having …


Learning From Incidents To Reduce The Risk Of Drowning In Swimming Pools: Implementation Of Experience-Based Feedback Regarding Near-Misses In Four Public Facilities In France, Élie Vignac, Pascal Lebihain, Bastien Soulé Sep 2019

Learning From Incidents To Reduce The Risk Of Drowning In Swimming Pools: Implementation Of Experience-Based Feedback Regarding Near-Misses In Four Public Facilities In France, Élie Vignac, Pascal Lebihain, Bastien Soulé

International Journal of Aquatic Research and Education

The prevention of sports accidents must rely on a detailed knowledge of accident circumstances and risk factors. Today, very few studies have investigated in depth non-fatal drowning incidents that have occurred in public swimming pools (PSP). Learning from incidents seems likely to advance the knowledge of accident scenarios. This research study aimed to capture minor incidents that might identify safety lessons and preventive measures. Incidents of minor and major aquatic events were collected from four PSPs that had hosted 700,000 bathers per year. About 800 incidents and 300 aquatic rescues performed by lifeguards were recorded within a time frame of …


Iron Range Engineering - An Overview Of Design And Open-Ended Problem Solving Activities In An Interdisciplinary, Project-Based Learning Program, Elizabeth Pluskwik Jun 2019

Iron Range Engineering - An Overview Of Design And Open-Ended Problem Solving Activities In An Interdisciplinary, Project-Based Learning Program, Elizabeth Pluskwik

Integrated Engineering Department Publications

Project-based learning (PBL) in engineering education is growing at a rapid pace. The Iron Range Engineering (IRE) Program of Minnesota State University Mankato, is an upper division (3rd and 4th year) undergraduate engineering education program based on the Aalborg, Denmark PBL model. Students work in teams to solve industry-sourced projects each semester. The learning of engineering is accomplished in three domains - technical learning of engineering concepts, professionalism, and design, which we call the “three-legged stool” of engineering education. The program promotes entrepreneurial mindset and innovative open-ended problem-solving in context. Fifty students are enrolled in 3rd and 4th-year studies at …


Engineering Students’ Perceptions Of Belongingness In Civil Engineering, Lisa Benson, Candice Bolding, Jennifer Harper Ogle, Catherine Mcgough Spence, Joseph Murphy, Rachel Lanning Jun 2019

Engineering Students’ Perceptions Of Belongingness In Civil Engineering, Lisa Benson, Candice Bolding, Jennifer Harper Ogle, Catherine Mcgough Spence, Joseph Murphy, Rachel Lanning

Integrated Engineering Department Publications

Prior research shows that engineering students with low feelings of belongingness tend to switch to non-technical majors. With the understanding that aspects of student motivation, identity, and personality, as well as their academic performance, affect their sense of community in engineering, this study seeks to assess these student attributes over time. The context for this study is a single civil engineering program that is undergoing both curricular and cultural changes as part of an NSF-funded project. The data and findings presented here are part of a larger study of how student attitudes and beliefs change during their experiences in a …


An Exploratory Study Of Engineering Students’ Misconceptions About Technical Communication, Cheryl Q. Li, Judy Randi, Jenna Sheffield Jun 2019

An Exploratory Study Of Engineering Students’ Misconceptions About Technical Communication, Cheryl Q. Li, Judy Randi, Jenna Sheffield

Engineering and Applied Science Education Faculty Publications

This paper reports results of a mixed methods study that examined engineering students’ acquisition of technical communication skills over time. In particular, this exploratory study aimed to identify persistent errors, lingering misconceptions, and challenges engineering students faced when they attempted to apply their knowledge and skills in new contexts. The 12 participants were drawn from engineering courses in which students were required to compose technical memoranda in response to requests for information from supervisors or clients. This integrated approach addresses content and communication in the same course. The study included a longitudinal analysis of four technical memoranda written across two …


Motivating Students For Learning Using Scaffolding And A Variety Of Assignments, Nadiye O. Erdil Jun 2019

Motivating Students For Learning Using Scaffolding And A Variety Of Assignments, Nadiye O. Erdil

Engineering and Applied Science Education Faculty Publications

This paper discusses the impacts of various course assignments and activities that were used to increase student motivation and learning. The courses selected for the study are Quality Analysis and Design of Experiments courses, which are offered as required courses in the industrial engineering graduate program at the University of New Haven. The assignments and activities include term project, term paper, homework, in-class exercises, quizzes, exams, library training and factory visit. In an earlier pilot study in the Quality Analysis course, scaffolding -an instructional strategy that enables students to build on prior experience and knowledge as they work towards mastering …


Geo-Spatial Mapping As A Catalyst For Creative And Engaged Design In Engineering Education, Jessie Zarazaga Apr 2019

Geo-Spatial Mapping As A Catalyst For Creative And Engaged Design In Engineering Education, Jessie Zarazaga

Multidisciplinary Studies Theses and Dissertations

Exploiting the technology of geo-spatial mapping student designers can develop deep understandings of the rich and layered data of a spatial context, a situational understanding essential to responsible civic design. However the actions inherent in the construction of spatial data armatures can simultaneously be harnessed as creative strategies, in which mapping processes become the context for generative spatial play. The ambition of this study is to propose efficient pedagogic structures to help prepare civil and environmental student engineers to be not only strong participants, but leaders, in the design of the built environment. The interpretation of site data, mapped as …


Easy Exam, Sarthak Dabhi Mar 2019

Easy Exam, Sarthak Dabhi

Electronic Theses, Projects, and Dissertations

Easy Exam is web-based educational software which allows professors to take and students to give exams. This project focuses on making an effortless process for professors to make an exam, to grade exams for all students, and to create class statistical analysis reports about all exam-taking students. At the end of the exam, students can see their report with analytics based on topics in the exam. This web-based software will help students to identify their weaknesses and strengths. So, students can focus on their weaknesses and improve their knowledge. Furthermore, this software will help the professors to identify which students …


Report From The Stem 2026 Workshop On Assessment, Evaluation, And Accreditation, Rebecca Bates, Angela Arnold, Cary Komoto, Peggy Brickman, R. Alan Cheville, Elizabeth Longley, Jose Mestre, Mihaela Sabin, James Warnock Jan 2019

Report From The Stem 2026 Workshop On Assessment, Evaluation, And Accreditation, Rebecca Bates, Angela Arnold, Cary Komoto, Peggy Brickman, R. Alan Cheville, Elizabeth Longley, Jose Mestre, Mihaela Sabin, James Warnock

Integrated Engineering Department Publications

A gathering of science, technology, engineering, and math (STEM) higher education stakeholders met in November 2018 to consider the relationship between innovation in education and assessment. When we talk about assessment in higher education, it is inextricably linked to both evaluation and accreditation, so all three were considered. The first question we asked was can we build a nation of learners? This starts with considering the student, first and foremost. As educators, this is a foundation of our exploration and makes our values transparent. As educators, how do we know we are having an impact? As members and implementers of …


Report From The Stem 2026 Workshop On Assessment, Evaluation, And Accreditation, Rebecca Bates, Angela Arnold, Cary Komoto, Peggy Brickman, R. Alan Cheville, Elizabeth Longley, Jose Mestre, Mihaela Sabin, James Warnock Jan 2019

Report From The Stem 2026 Workshop On Assessment, Evaluation, And Accreditation, Rebecca Bates, Angela Arnold, Cary Komoto, Peggy Brickman, R. Alan Cheville, Elizabeth Longley, Jose Mestre, Mihaela Sabin, James Warnock

Reports

A gathering of science, technology, engineering, and math (STEM) higher education stakeholders met in November 2018 to consider the relationship between innovation in education and assessment. When we talk about assessment in higher education, it is inextricably linked to both evaluation and accreditation, so all three were considered. The first question we asked was can we build a nation of learners? This starts with considering the student, first and foremost. As educators, this is a foundation of our exploration and makes our values transparent. As educators, how do we know we are having an impact? As members and implementers of …


Agent-Based Modeling And Simulation Approaches In Stem Education Research, Shanna R. Simpson-Singleton, Xiangdong Che Jan 2019

Agent-Based Modeling And Simulation Approaches In Stem Education Research, Shanna R. Simpson-Singleton, Xiangdong Che

Journal of International Technology and Information Management

The development of best practices that deliver quality STEM education to all students, while minimizing achievement gaps, have been solicited by several national agencies. ABMS is a feasible approach to provide insight into global behavior based upon the interactions amongst agents and environments. In this review, we systematically surveyed several modeling and simulation approaches and discussed their applications to the evaluation of relevant theories in STEM education. It was found that ABMS is optimal to simulate STEM education hypotheses, as ABMS will sensibly present emergent theories and causation in STEM education phenomena if the model is properly validated and calibrated.


Big Five Technologies In Aeronautical Engineering Education: Scoping Review, Ruth Martinez-Lopez Jan 2019

Big Five Technologies In Aeronautical Engineering Education: Scoping Review, Ruth Martinez-Lopez

International Journal of Aviation, Aeronautics, and Aerospace

The constant demands that technology creates in aerospace engineering also influence education. The identification of the technologies with practical application in aerospace engineering is of current interest to decision makers in both universities and industry. A social network approach enhances this scoping review of the research literature to identify the main topics using the Big Five technologies in aerospace engineering education. The conceptual structure of the dataset (n=447) was analyzed from different approaches: at macro-level, a comparative of the digital technology identified by cluster analysis with the number of co-words established in 3 and 8 and, a keyword central structure …


An Investigation Of Engineering Design Cognition And Achievement In Primary School, Greg J. Strimel, Scott R. Bartholomew, Eunhye Kim, Liwei Zhang Oct 2018

An Investigation Of Engineering Design Cognition And Achievement In Primary School, Greg J. Strimel, Scott R. Bartholomew, Eunhye Kim, Liwei Zhang

Faculty Publications

This study examined the design cognition and achievement results of both kindergarten and fourth grade students engaged in engineering design-based instructional activities. Relationships between design cognition and student grade level, as well as quality of student work, were investigated. 30 concurrent think-aloud protocols were collected from individual primary students as they worked in groups to design and make a solution to a design task. The concurrent think-aloud protocols were examined and coded to determine the duration of time the participants devoted to a pre-established set of mental processes for technological problem solving. Significant differences between kindergarten and fourth grade participants …


Development Of A Placement Exam To Increase Student Success In A Junior Level Circuits And Systems Class, David Parent Oct 2018

Development Of A Placement Exam To Increase Student Success In A Junior Level Circuits And Systems Class, David Parent

Faculty Publications

In this work, which is intended to be a Full Paper in the Innovative Practice Category, the implementation of an improved placement exam that increased the pass rate in a junior level systems course in the author’s electrical engineering department by 15% is presented. For almost 30 years the author’s EE department has used a face to face exam to place students in a junior level circuits and systems course or into a review workshop. The details of the exam and suggestions about future use in conjunction MyOpenMath analytics to increase student success are also given.


Examination The Impact Of Various Factors On Student Success In An Introduction To Circuit Analysis Course, David Parent Oct 2018

Examination The Impact Of Various Factors On Student Success In An Introduction To Circuit Analysis Course, David Parent

Faculty Publications

In this work in progress, several models to predict student success in a sophomore introduction to circuit analysis class were created based on prior grade point average, grade in a pre-requisite physics class, the semester the pre-requisite physics class was taken, the number of units a student was taking, the number of times a student repeated the circuits class, and the number of times a student repeated any class prior to enrollment. While all models were statistically significant, the model that included prior GPA and the grade in a pre-requisite physics was the most significant for the data collection effort. …


Holographic Micro-Simulations To Enhance Aviation Training With Mixed Reality, Lori Brown Fraes, Msc, Hfavn Aug 2018

Holographic Micro-Simulations To Enhance Aviation Training With Mixed Reality, Lori Brown Fraes, Msc, Hfavn

National Training Aircraft Symposium (NTAS)

Mixed reality technologies present a new medium, a new paradigm of augmented reality, where for the first time we have the ability to take the analog world and superimpose digital training artifacts and create a ‘mixed reality’ to enhance aviation training. Digital computing headsets such as Microsoft HoloLens are intuitive and offer a natural means of interaction with no computer, wire or touch-screen. This approach has several practical advantages to overlay holographic elements onto real-world crew environments which makes holographic micro-simulations particularly suited to aviation training and education. Unlike virtual reality—the user is not isolated from their surroundings. MR allows …


Investigation Of Zebrafish Larvae Behavior As Precursor For Suborbital Flights: Feasibility Study, Pedro Llanos, Kristina Andrijauskaite, Mark Rubinstein, Sherine S.L. Chan Jul 2018

Investigation Of Zebrafish Larvae Behavior As Precursor For Suborbital Flights: Feasibility Study, Pedro Llanos, Kristina Andrijauskaite, Mark Rubinstein, Sherine S.L. Chan

Pedro J. Llanos (www.AstronauticsLlanos.com)


Suborbital spaceflights, carrying scientific payloads, allow scientists not only to test the feasibility of their payloads, but they also provide the basis for refining scientific hypotheses to be later tested on the International Space Station (ISS). Therefore, it is essential to establish robust pre-flight procedures in order to take advantage of this unique research platform to facilitate payload delivery. In the present study, we assessed zebrafish larvae behavior as a precursor for the future suborbital spaceflight involving research on the musculoskeletal system. Zebrafish larvae were exposed to the same physiological stressors they would encounter during suborbital spaceflight: alterations in light, …


Developing An Evaluation Tool To Examine Motivational Factors Of Non-Student Community Partnership Participants, Julia Thompson, Jinny Rhee Jun 2018

Developing An Evaluation Tool To Examine Motivational Factors Of Non-Student Community Partnership Participants, Julia Thompson, Jinny Rhee

Faculty Publications, Mechanical Engineering

Research of engineering community engagement has primarily focused on the experiences and outcomes of students, yet it is often the faculty, administrators, and community partners who have a long-term commitment to the program’s success. In this study, we are developing and validating an assessment instrument that combines two previously identified aspects of community engagement programs: participant motivation and the nature of engagement relationships. Participant motivation refers to the reasons people stay engaged in the community engagement experience and can be categorized into: student learning and growth, personal and professional development, and benefits to the community organization. The nature of an …


Polycommit: Building Better Habits Through Gamification, Elliot Fiske Jun 2018

Polycommit: Building Better Habits Through Gamification, Elliot Fiske

Master's Theses

Computer-assisted learning is older than Turing machines, and constantly evolves as technology improves. While some teachers are resistant to using technology in the classroom, “e-learning” techniques are becoming more common in almost every school, from K-12 to universities. As technology becomes more widespread, it becomes crucial to examine the various methodologies of computer-assisted learning and find the techniques that are most effective.

This paper explores the effectiveness of one such methodology, spaced repetition. This technique applies to homework assignments available to students online. We include an exploration of several existing apps that use this technique, and introduce our own novel …


Motivational Decline And Recovery In Higher Education Stem Courses, Anna M. Young, Paul J. Wendel, Joan M. Esson, Kathryn M. Plank Apr 2018

Motivational Decline And Recovery In Higher Education Stem Courses, Anna M. Young, Paul J. Wendel, Joan M. Esson, Kathryn M. Plank

Education Faculty Scholarship & Creative Works

Decline in student motivation is a concern for STEM education, especially for underrepresented groups in the sciences. Using the Science Motivation Questionnaire II, 41 foundational STEM courses were surveyed at the beginning and end of each semester in an academic year at a small primarily undergraduate university. Significant pre- to post-semester declines were observed in each of five measured motivational factors (Intrinsic motivation, Career motivation, Self determination, Self-efficacy, and Grade motivation), with effect sizes ranging from 0.21 to 0.41. However, in the second semester pre-survey, four motivational factors rebounded, including three returning to initial levels, suggesting that the observed motivational …


Impact Of First-Year Initiatives On Retention Of Students: Are There Differences In Retention Of Students By Ethnicity And Gender?, Patricia Backer, Joseph Green, Bryan Matlen, Cindy Kato Apr 2018

Impact Of First-Year Initiatives On Retention Of Students: Are There Differences In Retention Of Students By Ethnicity And Gender?, Patricia Backer, Joseph Green, Bryan Matlen, Cindy Kato

Faculty Publications

Project Succeed is a campus-wide initiative funded by the U.S. Department of Education. Its focus is to improve the 5-year graduation and retention rates and close the achievement gap for Under-Represented Minorities (URMs) across all majors at San José State University (SJSU). In addition, SJSU has a high percent of first generation students. We have several thrusts under this project: block scheduling, Faculty/Staff Mentor program, expanding Peer Educators, developing a First Year Experience Program, and developing more student living learning communities. This project is in its fourth year and we have analyzed each project effort with respect to its impact …


A Comparative Analysis Of Holographic, 3d-Printed, And Computer-Generated Models: Implications For Engineering Technology Students' Spatial Visualization Ability, Petros J. Katsioloudis, Mildred V. Jones Apr 2018

A Comparative Analysis Of Holographic, 3d-Printed, And Computer-Generated Models: Implications For Engineering Technology Students' Spatial Visualization Ability, Petros J. Katsioloudis, Mildred V. Jones

STEMPS Faculty Publications

A number of studies indicate that the use of holographic displays can influence spatial visualization ability; however, research provides inconsistent results. Considering this, a quasi-experimental study was conducted to identify the existence of statistically significant effects on sectional view drawing ability due to the impacts of holographic displays. In particular, the study compared the use of three different types of displays: 3D printed model, computer generated model, and holographic model to determine whether a significant difference exists towards sectional view drawing ability, among engineering technology students. According to the results of this study, it is suggested that the impact of …


Creating A Stem Identity: Investment With Return, Janet Callahan, Patricia Pyke, Susan Shadle, R. Eric Landrum Mar 2018

Creating A Stem Identity: Investment With Return, Janet Callahan, Patricia Pyke, Susan Shadle, R. Eric Landrum

R. Eric Landrum

Establishing a strong STEM (science, technology, engineering and mathematics) identity at Boise State University, a metropolitan campus with approximately 3,655 undergraduate STEM students and a total undergraduate enrollment of approximately 19,042 (16,136 FTE) has been an important step toward creating a climate conducive to facilitating fundamental change. Examples of such change include building collaborations among faculty within and across departments, establishing the identity of students as part of a community beyond their chosen major, improving the efficiency and effectiveness of university systems, and perhaps most importantly, developing a framework to think deliberately about ways to effect change. This paper is …


Life Is A Lab: Developing A Communication Research Lab For Undergraduate And Graduate Education, Autumn P. Edwards, Chad Edwards, Patric R. Spence Jan 2018

Life Is A Lab: Developing A Communication Research Lab For Undergraduate And Graduate Education, Autumn P. Edwards, Chad Edwards, Patric R. Spence

Journal of Communication Pedagogy

Tips offered center on classroom discourse, curriculum choices, and potential assignments. In this article, we present tips for creating a thriving undergraduate and graduate communication research lab. Based on our experiences developing and co-directing the Communication and Social Robotics Labs (CSRLs), we offer 10 best practices for acquiring resources and recognition, building a strong lab community, and attaining faculty and student goals for scholarship and beyond. Our overarching approach is framed by Dewey’s (1916) pragmatist educational metaphysic, which stresses student- and subject-centered learning, enlarging experiences, and the co-construction of meaning and knowledge. Although our labs are focused on human-machine communication …


Engineering Retention: Improving Inclusion And Diversity In Engineering, Sidney Martin Jan 2018

Engineering Retention: Improving Inclusion And Diversity In Engineering, Sidney Martin

Murray State Theses and Dissertations

The researcher sought further understanding for strategies and pedagogies employed to serve the diverse learning and engagement needs of underrepresented minorities (URMs) enrolled in academic engineering programs. The researcher defined for this study underrepresented minorities as women, Hispanic Americans, and African Americans. There is a need for increased representation of URMs in both postsecondary education and the engineering profession. Underrepresented minorities are needed in the engineering profession to contribute to the complete solution and to provide improved ideas for consideration during the design process. The researcher discovered six factors utilized by engineering faculty and academic affairs in postsecondary education to …


Effectiveness Of Drafting Models For Engineering Technology Students And Impacts On Spatial Visualization Ability: An Analysis And Consideration Of Critical Variables, Petros J. Katsioloudis, Jill E. Stefaniak Jan 2018

Effectiveness Of Drafting Models For Engineering Technology Students And Impacts On Spatial Visualization Ability: An Analysis And Consideration Of Critical Variables, Petros J. Katsioloudis, Jill E. Stefaniak

STEMPS Faculty Publications

Results from a number of studies indicate that the use of drafting models can positively influence the spatial visualization ability for engineering technology students. However, additional variables such as light, temperature, motion and color can play an important role but research provides inconsistent results. Considering this, a set of 5 quasi-experimental studies, was conducted to identify additional critical variables. According to the results, a dynamic, 3Dprinted drafting model, presented with a blue background under lighting conditions between 500–750 lux had the highest impact on spatial visualization ability of engineering technology students.


Adaptive Learning Pedagogy Of Universal Design For Learning (Udl) For Multimodal Training, Ziho Kang, Mattlyn R. Dragoo, Lauren Yeagle, Randa L. Shehab, Han Yuan, Lei Ding, Stephen G. West Jan 2018

Adaptive Learning Pedagogy Of Universal Design For Learning (Udl) For Multimodal Training, Ziho Kang, Mattlyn R. Dragoo, Lauren Yeagle, Randa L. Shehab, Han Yuan, Lei Ding, Stephen G. West

Journal of Aviation/Aerospace Education & Research

Traditionally, students or trainees usually receive training through a unidirectional instructional approach that can lack interactive activities or through a single material source in classrooms. Therefore, it is possible that some trainees might encounter a sink-or-swim situation if they are not able to understand the materials presented during classroom lectures nor execute correct procedures during laboratory sessions with time-intensive training. To address this issue, the Universal Design for Learning (UDL) asserts that trainees can increase their performance if instructors can provide the trainees with diversified means of information representation, expression opportunities, and engagement means. However, we lack the framework on …


Supporting Mechanistic Reasoning In Domain-Specific Contexts, Paul J. Weinberg Dec 2017

Supporting Mechanistic Reasoning In Domain-Specific Contexts, Paul J. Weinberg

Journal of Pre-College Engineering Education Research (J-PEER)

Mechanistic reasoning is an epistemic practice central within science, technology, engineering, and mathematics disciplines. Although there has been some work on mechanistic reasoning in the research literature and standards documents, much of this work targets domain-general characterizations of mechanistic reasoning; this study provides domain-specific illustrations of mechanistic reasoning. The data in this study comes from the Assessment of Mechanistic Reasoning Project (AMRP) (Weinberg, 2012), designed using item response theory modeling to diagnose individuals’ mechanistic reasoning about systems of levers. Such a characterization of mechanistic reasoning illuminates what is easy and difficult about this form of reasoning, within the subdomain of …


Coupling K-12 Music Education With Science, Technology, Engineering And Math (Stem) Curricula: Implementation Of A Stemusic Outreach Program, Mallory Maestri Dec 2017

Coupling K-12 Music Education With Science, Technology, Engineering And Math (Stem) Curricula: Implementation Of A Stemusic Outreach Program, Mallory Maestri

Civil Engineering Undergraduate Honors Theses

Many studies have investigated the effects of music on evoking human emotions and diverse types of brain responses. One study by Juslin and Vastfjall indicates that hearing music can stimulate brain stem reflexes, create emotional contagion, recall episodic memories and provoke visual imagery. Due to the influence music has on human brain waves, researchers have been studying the effect of music on enhancing the spatial abilities of young students. Science, Technology, Engineering and Math (STEM) professions rely heavily on spatial skills. Research on the connection of music with spatial skills proposes that when the brain processes rhythm a “mental rotation” …


Assessing An Assessment: The New Nsse Il Module, Debbie Morrow Nov 2017

Assessing An Assessment: The New Nsse Il Module, Debbie Morrow

Debbie Morrow

The University Libraries at Grand Valley State University successfully advocated for inclusion of the 'Experiences with Information Literacy' module in our Winter 2016 administration of NSSE, the National Survey of Student Engagement. Overall, summary responses for our participating students compared positively to the aggregate means for all participating Large Public institutions in the same cohort. However, further analysis of responses broken out by individual colleges within the university revealed an interesting picture of students in GVSU's College of Engineering & Computing, perhaps indicating that their educational experience at GVSU is qualitatively different from that of their peers in other academic …