]. Natural LanguageProcessing (NLP) uses machine learning methods like transformer-based machine learningmodels [7], [8], which can be used through fine-tuning or in-context learning methods. NLP canbe used to train algorithms that can automate the coding of written responses. Only a few studiesfor educational applications have leveraged transformer-based machine learning models, furtherprompting an investigation into its use in STEM education. However, since language analysis ischallenging to automate because of its complexity, NLP has been criticized for increasing thepossibility of perpetuating and amplifying harmful stereotypes and implicit biases [9], [10].This study details preliminary results to plan for using NLP for linguistic justice
. Seifert, A. L. Patalano, K. J. Hammond, and T. M. Converse, “Experience and expertise: The role of memory in planning for opportunities,” in Expertise in context: Human and machine, Menlo Park, CA: AAAI Press, 1997.[14] K. M. Martin, E. Miskioglu, C. Noble, A. McIntyre, C. S. Bolton, and A. Carberry, "Predicting and Evaluationg Engineering Problem Solving (PEEPS): Instrument Development," presented at the Research in Engineering Education Symposium & Australasian Association for Engineering Education Conference, Perth, Australia, 2021.[15] P. S. Steif and J. A. Dantzler, “A statics concept inventory: Development and Psychometric Analysis,” Journal of Engineering Education, vol. 94, no. 4, pp. 363–371
majorsat the host institution to also register for the course if they are interested. The first iteration ofthis course ran in the Fall of 2022 with 11 students. The students were from engineering (1biomedical, 1 chemical, and 3 mechanical) and engineering technology majors (1 mechanicalengineering technology and 5 electrical and computer engineering technology). The course isbeing planned to run on a yearly basis.Preliminary FeedbackA mid-semester one-question feedback survey was run asking students what is the mostimportant/valuable thing they have learned in this course so far. Table 2 below summarizes theresults. There were three themes observed, namely Python programming, 3D modeling, anddesigning prototypes and making which match with the
authors seek to continue the student perception surveys over the next two academic yearswith new groups of Multidisciplinary Design Capstone students. The results will be evaluatedbased on student demographic differences and similarities to evaluate research question 2 (RQ2).One comparison that will be made will be comparing the results from the engineering students tothe engineering science minor students. Full statistical analysis will be completed on the overallresults and the results of each subgroup. In addition, student work will be collected as part of thecourse curriculum assignments to evaluate and compare to student perception surveys. Theauthors plan to directly assess students’ works as it pertains to research question 3 (RQ3
lecture. Additionally, the plan is to present this work as aworkshop at Lilly Conferences, which provides opportunities for the presentation of scholarshipof teaching and learning. With more historical background, this work could showcase thedevelopment within fluid mechanics against the backdrop of scientific progress.In April 2015, the University Faculty Senate at the Pennsylvania State University approved anew requirement for Integrative Studies within the General Education program. Theimplementation details for this requirement were approved in March 2016 and apply to studentswho started at the Pennsylvania State University during or after the summer of 2018. TheIntegrative Studies requirement offers two pathways for students to fulfill it
3 4 5 6 7 teams I like the objectivity of engineering education 1 2 3 4 5 6 71=Strongly Disagree, 2=Disagree, 3=Slightly Disagree, 4=Neutral, 5=Slightly Agree, 6=Agree,7=Strongly AgreeThe list of items is not final. Our ongoing research may direct us to add/remove or amend items.Our future work aims to further refine and psychometrically validate the EUSWQ. 4.1 PSYCHOMETRICS OF EUSWQ AND FUTURE WORKFor our future work, we are planning to validate the EUSWQ after presenting it to a larger numberof the undergraduate engineering student population. We aim to conduct two types ofpsychometric validation analysis. As part of the structural validity of the EUSWQ, exploratoryfactor analysis (EFA) will be conducted to verify
, ability or personal values essential information or present, or motivation to relative to knowledge/skill operations to make demonstrate perform quantitative with definitions, a decision, quantitative quantitative tasks information, equations, basic compare/contrast, information or operations, and quantitative build a model, concepts to an tasks. operations project, plan, etc. external or pseudo audienceTable 3: Coding indicators used to determine if a student
addressed, andstudents were encouraged to escalate them to campus faculty resource centers if necessary.The course was structured into approachable modules, with shorter textbooks matched to thesequencing. The course started with an introduction to robot basics including sensing, actuation,planning, and control [16]. The course progressed into programming and architectures includingreactive control, deliberative control, and hybrid architectures [17]. Lastly, project work exploredtopics such as robot operating systems (ROS) [18], [19], robotic simulators [20], and cloudrobotics [21].Overall, the proposed solution emphasizes the importance of designing inclusive practices thatprovide multiple means of engagement, while setting clear expectations and
students on how to maximize the value of the high-impact experience? Plan how this information will be How will you apply this high-impact experience to your career and useful to you professional life?Appendix Table 2: Representative examples of approved high-impact experiences. Experience Description Activity Category This is designed to engage engineering undergraduate students with multidisciplinary team research projects related to engineering challenges facing our society. The grand
, no. 4, pp. 461-480. 2019.[34] Penn State Department of Mechanical Engineering, “Strategic Plan 2020/2021-2025/2026,” Penn State Department of Mechanical Engineering, 2020.[35] H. Weigand, P. Johannesson, & B. Andersson. “An artifact ontology for design science research.” Data & Knowledge Engineering, vol. 133, p. 101878. 2021.[36] B. M. Wildemuth. “Existing documents and artifacts as data.” Applications of social research methods to questions in information and library science, pp. 158-165. 2009.[37] H. J. Rubin & I. S. Rubin, I. S. Qualitative interviewing: The art of hearing data. Sage.[38] K. Charmaz. Constructing grounded theory: A practical guide through qualitative analysis. Sage. 2006.[39] E
theyhave benefited from it regarding how ready they are to approach the homework for that week inthe course. In the future, it would be interesting to see if by changing to more industry standardways of planning code such as the use of pseudocode or flowcharts would impact the studentoutcomes.6.0 Works Cited[1] J. P. Penny and P. J. Ashton, "Laboratory-style teaching of computer science," ACM SIGCSE Bulletin, vol. 22, no. 1, pp. 192-196, 1990.[2] O. Hazzan, N. Ragonis and T. Lapidot, Guide to Teaching Computer Science, Cham: Springer, 2020.[3] M. Prince and R. Felder, "The Many Faces of Inductive Teaching and Learning," J. College Science and Teaching, vol. 36, no. 5, pp. 14-20, 2007.[4] M. Prince and R. Felder, "Inductive Teaching and
and biweekly assessments • Analyze “final assessment iteration” data for Fall 2021 for equitable outcomes across various student groups and for comparison to past assessment structuresThe results of the base line analysis and intermediate assessment analysis informed the decisionsfor the structure and frequency of assessment in the final assessment iteration.Our deep-dive into the relationship between assessments, student learning, and grade outcomesbegan as part of a large-scale course redesign effort, which was planned prior to the COVID-19pandemic. However, this was not initiated until May 2020, when we were already in the midst ofshifting the course to remote instruction. Our investigation of grade data focused on three
with thisneed, but have a prospective student who uses G-tubes and the staff was anticipating the need.The staff had envisioned cleaning the tube by injecting water with a syringe. They had no goodplace to drip-dry the tubes after cleaning that would keep them clean and out of the reach ofother students.A nursing student was also a key team member for this design project. She was able tocontribute knowledge directly, and access nursing professionals with more complete knowledge,regarding the use of G-tubes and the appropriate cleaning and storage standards and processes.Originally, the students planned to tackle both the cleaning and drying aspects. They worked todesign a funnel that would attach to the faucet in the classroom and push water
the expectation for the activity.Students work with their lab partners through a computer simulation using the pHet simulationfrom the University of Colorado (see Figure 5). The labs are written into a lab notebook, andquestions are assigned and answered. Additionally, students provide a three to five sentenceconclusion where they discuss what has been learned and any error they could have made. Labactivity on simulation of Lennard-Jones Potential is provided below and followed by a summativeassessment plan. Figure 5: pHet simulation image for describing the interaction forces between atoms.3.1 Lab Activity Simulation of Lennard-Jones PotentialPurpose:This lab is designed as a way of simulating the interaction
see the resulting power through anumeric display and the amount of light generated. The goal of this paper is to share the designchoices and development of the IVR serious game for use in an Introduction to Engineeringvirtual classroom to enhance the teaching of wind energy conversion. Learned lessons will beshared to support other instructors that are planning on pursuing similar research and/orimplementing innovative technology in their courses.1. Introduction In recent years, Virtual Reality (VR) has become a more common platform to use inclassrooms to enhance pedagogy. Many former researchers have used VR to help their studentsunderstand previously hard-to-grasp concepts and increase enthusiasm in classrooms based onthe VR modality
, Plan your robot work with engineer volunteer to develop new ideas and designs for improved grippers Build soft gripper. After testing, use supplies provided to Create a prototype prototype improved designs Present designs to the group, get feedback from engineer Get feedback on your robot volunteers and peersSoft Robotics ActivityDaisy Girl Scout participants built cable-actuated silicone SDM fingers inspired by the activitypreviously published and available on the Soft Robotics Toolkit website [20]. Based
taught over the course of 12 weeks. These curricula includedmaterials such as: - Scope and sequence, which provided a high-level overview of the objectives and activities that students would engage over 12 weeks; - Lesson plans, such as steps that described what the students would be doing each day (e.g., students would evaluate their designs); - Discussion prompts, such as questions designed to help students engage in discussions about relative global greenhouse gas emissions - Online resources that teachers shared with students, such as YouTube videos - Informational materials distributed to students, such as public materials created by the National Energy
. Specifically, the course introducesengineering practice through experiences in problem formation, analysis, innovation, design, andimplementation by a team. The course includes computer aided design (CAD) and mostassessments are based on the completion of team-based projects. Learning outcomes include anability to describe the engineering profession in regards to an academic plan, accreditation,certification, disciplines, societies, ethical practice, and regional industries, which are introducedthrough professional engineers. Case studies spanning global, multicultural, environmental, andsocietal contexts, challenge the students to apply the NSPE code of ethics to engineeringsituations. As students engage with the topics, most select concentrations in
starting to move farther into the DBRwork by planning a round of interviews to check in with those involved.As we engage in these iterations for our local context, we are also looking at how this teaming modelcould be sustainable for others. For example, others would likely have to resolve issues of group size andfinding a time in order to realize this vision. While such contextual features might prevent literalpropagation of the teaming model, a different view is that the current teaming model might inspire newconfigurations in these other contexts, and then such additional configurations could be added to the bodyof work we are starting here. As an example, the lead author of this paper recently attended a 2-daymeeting where each of the ten
Paper ID #38206Development and Implementation of a Low-Cost, VisualEvaporative Cooling Desktop Learning ModuleOlivia Reynolds Olivia received her PhD in chemical engineering from Washington State University in 2022. Her research is focused on the development and assessment of low-cost, hands-on learning tools for fluid mechanics and heat transfer. She plans to remain at Washington State University where she will teach the first-year engineering courses and develop the first-year engineering program.Bernard J. Van Wie (Professor)David B. Thiessen (Clinical Assistant Professor) © American
for Engineering Education, 2022 Powered by www.slayte.com Work-in-Progress: Student reactions to an Open Textbook on Mass and Energy balances Konstantinos Apostolou and Amin Rajabzadeh W. Booth School of Engineering Practice and Technology McMaster University, Hamilton, ON, CanadaAbstractThis work describes the initial stages of creating an interactive Open Educational (OER)textbook on mass and energy balances and the planned process for soliciting student feedbackand making students co-creators on the textbook. The authors have taught the mass and energybalance course for several years and have been
practices and opportunities for improvement. This research presents outcomes froma planned transition to active/flexible hybrid delivery that was accelerated into the rotation ofoffered course modes due to the pandemic [2]. Results are compared with traditional sections ofthe course offered from Spring 2020 to Fall 2021. The course is an introductory survey course ofthe principles of engineering management for undergraduate engineering students. It is arequired course in the Engineering Management bachelor’s degree program but is popular withmany students in other engineering majors. Typically, about a third of the students enrolled inthe course are Engineering Management majors or intend to major in Engineering Managementonce they complete the
year two of a five-year grant cycle.Focus thus far has been on creating a cohesive community of MNT educators, industry leaders,and community members to develop future thinking ideas for community college micronanotechnology technical education programs. It is the goal of MNT-EC that over the next yearimpact data is generated to determine the effectiveness of new Center content to help evolve thedirection the MNT-EC takes. The MNT-EC plans to disseminate the impact data in the nearfuture to help guide the MNT community college workforce development programs.AcknowledgementsThis project was supported by the Micro Nano Technology Education Center (MNT-EC), NSFATE DUE 200028. Terryll Bailey of The Allison Group, a firm that specializes in
“free” time for relaxation or toprioritize health but that this time comes at the “expense of their grades.” Other participantsreiterated the feeling of lack of time to prioritize mental health: I often here [sic] my peers discussing their mental health states, but they never actually take the time to plan for how they can improve their mental health. Simply because they "don't have the time to do so." When I see my engineering friends stressing about things or telling me about their schedules, I feel overwhelmed for them. However, my confidence for future success declines because I hear how much everyone else is doing. I feel that I am not doing enough, but I do not wish to put myself through the stress that
such as tornado alley and the hurricane susceptible coastlines of theUnited States. The main purpose of these storm shelters is to protect its human occupantsduring extreme-wind events, not to protect possessions. For this reason, shelters tend to berelatively small, thereby occupying only a fraction of the floor plan of the home. Because of theirsize, their assimilation into new and existing constructions is relatively simple and inexpensive.While human losses to extreme-wind events are lower (under 100 per year7) than thoseassociated with highway traffic accidents (over 40,000 per year6), the uncertainty and devastationassociated with these natural disasters make them among the most terrifying experiences knownto man. A safe room, though
Conference Texas A&M University-Corpus Christi Copyright © 2003, American Society for Engineering EducationThe development project was officially launched in the summer of 2003 when Dr. Bryantassigned a graduate teaching assistant (Emee Ermel) to serve as a laboratory content consultantand the FIC assigned an instructional designer (Mary Crawford) to design a new simulation.With the schedule calling for implementation in the spring of 2004, the plan was to initiate thedesign stage of the simulation during the summer and build it in the fall of 2003. Project Design DecisionsThe goals of the project were to update the visual interface, improve user experience
/constaut.htm. Retrieved January, 2005.11. Strong, William S. The Copyright Book. Cambridge: The MIT Press. 5th Edition. 1999.12. The Digital Millennium Copyright Act. Available at: http://www.arl.org/info/frn/copy/band.html. Retrieved January, 2005.13. Student Accused of Violating Copyrights. Available at: http://www.thecrimson.com/article.aspx?ref=349962. Retrieved January, 2005.14. Boyle, James. Shamans, Software, & Spleens. Law and the Construction of the Information Society. Cambridge: Harvard University Press. 1996. p.133.15. Rosencrantz, M. “Don’t be violated—protect plans with copyrights.” A & E Perspectives. Available at http://www.djc.com/news/ae/11151054.html. Retrieved January, 2005.16. Silverman, A.B. “Copyright
Texas A&M University-Corpus Christi Copyright © 2005, American Society for Engineering Educationimplementation, and discusses results achieved from it. It is planned that upon successfulcompletion of Module 1, Modules 2 and 3, which are separate projects in their entirety,will be undertaken.VISIEN Design and Program FlowModule 1 is driven by the underlying objective to serve undergraduate students andincrease their comprehension. Hence no complicated simulation or functionality has beenimplemented, but the visualization of the three dimensional crystal structure of silicon,with atoms and bonds, has been enabled. The menus available to the user are outlinedbelow. 1. Introduction to VISIEN 2. Main Menu 2.1. Basic
a tool to discuss their design ideas, artifacts, testresults, and plans for iteration, as shown in Table 1.Table 1. Aspects of mechanistic reasoning and their definitions Aspect of In elementary school engineering design Related elements from Russ et al. (2008) mechanistic and Krist et al. (2019) frameworks reasoning Identifying Describing how a design (or design sub-system) Russ: Describe the target phenomenon target performed in a test or describing a specific goal for (#1) and identify the set-up conditions (#2) performance future design performance Naming Recognizing the distinct components of a design
oral presentation, theaudience were given a form to evaluate the presentation and give feedback according to theinstructions. Sharp (2003) mentions that the speakers enthusiastically welcomed the peerfeedback.Kmiec et al. (2003) reported on an NSF-funded project that aimed at improving students’ writtenand oral technical communication skills from a teamwork perspective. They implemented theproject in the chemical engineering’s “Unit Operations Lab”. The module on collaborative oralpresentation targeted proficiencies such as planning, designing, and conducting the presentationas a team. Their strategies for facilitating the development of these skills included multiple oraland communication consultation sessions with the teams and allowing a