, and software control, they improve manufacturingefficiency, agility, quality, and cost. Their primary goal is to improve manufacturing methods byincorporating advanced technologies and to prepare the next generation of workers through experientialeducational initiatives.The AIMS Division is an industry-relevant venue to develop and optimize novel, hybridizedmanufacturing processes, design and test custom sensors and controls, study and advance human-robotinteraction, benchmark cognitive computing frameworks, and define security and ethics-basedprotocols. Overall, it fits into CDME's core mission of working with industry partners in applied researchand while simultaneously supporting undergraduate student development during that research.The
analysis, a vertical approach was used to examine prerequisite-linked courses,organized into three curricular axes: • Axis 1: Calculus I (first semester), Calculus II (second semester), and Introduction to Differential Equations (third semester). • Axis 2: Calculus I (first semester), Calculus II (second semester), Electricity, Magnetism, and Waves (fourth semester), Non-Conventional Renewable Energies (seventh semester), and Integrator I (eighth semester). • Axis 3: General Biology (first semester), General Chemistry (first semester), Organic Chemistry (second semester), General Biochemistry (third semester), and Environmental Microbiology (fourth semester).Ethical Considerations and LimitationsAll data
competence in higher education?”, Technological Forecasting and Social Change, Volume 188, 2023, 122284, ISSN 0040-1625, https://doi.org/10.1016/j.techfore.2022.122284[11] Ray, P.P., “ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope”, Internet of Things and Cyber-Physical Systems, Volume 3, 2023, Pages 121-154, ISSN 2667-3452, https://doi.org/10.1016/j.iotcps.2023.04.003[12] Eke D.O., “ChatGPT and the rise of generative AI: Threat to academic integrity?”, Journal of Responsible Technology, Volume 13, 2023, 100060, ISSN 2666-6596,[13] https://doi.org/10.1016/j.jrt.2023.1000[14] Peres, R., Schreier, M., Schweidel, D., Sorescu, A., “On
-Space as their primary tool for project documentation and collaboration. Thisreplaced the standard OneNote system used by other teams. The team was tasked withmaintaining detailed logs of their work, including stakeholder interviews, concept development,and prototyping. The primary goal of this study was to evaluate the platform’s effectiveness andreadiness in supporting dynamic, multidisciplinary, and collaborative activities.Subsequent to the 2022 study, Concept-Space was adopted for the entire course in 2023 and2024, involving approximately 200 students each year. However, ethics approval was notobtained for these later iterations, so only general outcomes are reported for these years.3.2.1 Data CollectionTeaching Assistant Interviews: A
social science research, indicating that the items are sufficientlycorrelated to be grouped [14]. The analysis of the pilot test data provided preliminary insightsinto the questionnaire's reliability, which was subsequently refined based on the results.Data AnalysisThe data collected from the questionnaires were analyzed using quantitative and qualitativemethods. Quantitative data were subjected to statistical analysis to identify response trends andpatterns. Descriptive statistics were used to summarize the participants' perceptions regarding theimportance of innovation and entrepreneurship competencies, as well as their views oninstitutional support [2],[13].Ethical ConsiderationsEthical considerations were paramount throughout the research
.” International dimensions of ethics education in science and engineering, 2008. Accessed: Sep. 21, 2024. [Online]. Available: https://scholarworks.umass.edu/bitstreams/db3507e7-baa8-4abb-8f60- 688b0dbfc068/download[28] C. A. Erikson, “Appropriate Technology: Engineering for the 21st century,” in 1998 Annual Conference Proceedings, Seattle, Washington: ASEE Conferences, Jun. 1998, pp. 1–6. doi: 10.18260/1-2--6926.[29] UNESCO, “Appropriate technology in engineering education,” in The environment in engineering education, D. Brancher, Ed., Paris, France: UNESCO Publishing, 1980, pp. 49–78.[30] A. Saduakas and P. Sang-Hu, “A short review of appropriate technology and engineering design education for underdeveloped countries
. Department of Education.” Accessed: Jan. 17, 2025. [Online]. Available: https://www.ed.gov/about/news/press-release/us-department-of-education-releases-2024-national- educational-technology[29] US Department of Education, “National Educational Technology Plan - Office of Educational Technology.” Accessed: Jan. 17, 2025. [Online]. Available: https://tech.ed.gov/netp/[30] H. Ashman et al., “The ethical and social implications of personalization technologies for e- learning,” Information & Management, vol. 51, no. 6, pp. 819–832, Sep. 2014, doi: 10.1016/J.IM.2014.04.003.[31] M. Dolata, D. Katsiuba, N. Wellnhammer, and G. Schwabe, “Learning with Digital Agents: An Analysis based on the Activity Theory
. 2. W. Perry, Forms of intellectual and ethical development in the college years: A scheme. New York, NY: Holt, Rinehart, and Winston, 1970. 3. B. Christe, “The Importance of Faculty-Student Connections in STEM Disciplines: A Literature Review,” Journal of STEM Education, vol. 14, pp. 22-26, 2013. 4. E. A. Kuley, “Understanding Opportunities and Barriers to Engineering Student Success and Persistence,” M.S. dissertation, Dept. Civil, Geological, and Environmental Eng., University of Saskatchewan, Saskatoon, 2018. 5. M. Micari and P. Pazos, “Connecting to the professor: Impact of the student-faculty relationship in a highly challenging course,” College Teaching, vol. 60, pp. 41-47, 2012. 6. R. Suresh
transformation in doctoral STEM education, including the creationof professional, industry, and collaborative PhD programs, has been focused on preparingdoctoral students for industrial positions post-graduation (both in research and non-researchrelated fields) [7]. To enhance the employability of PhD holders outside of academia [7], manyprograms implemented seminars, courses, and training for developing ‘soft skills’ (e.g.,communication, teamwork, problem solving, critical and innovative thinking, creativity, self-confidence, ethical understanding, capacity of lifelong learning, the ability to cope withuncertainty [8]). While these interventions provide graduates of such PhD programs with certaintransferable skills, they fall short of deeply training
intelligence and digital ethics, and digital education evaluation, and buildingan international platform for digital education exchange and cooperation. Promote thecommon development of education around the world. At the same time, the development of digital technology and related products hascreated technical support for the dissemination of educational information, enrichededucational resources and technical means, and further promoted the digitaltransformation of education in terms of hardware facilities and educational methods.The application of the Internet and AI technology in the field of education haspromoted the reform of the teaching model and spawned new teaching models such asMOOCs and flipped classrooms. The integration of digital
); Apply Science, Engineering, and Mathematics(SEM); Engineering Thinking (EThink); Conceptions of Engineers and Engineering (CEE);Engineering Tools (ETool); Issues, Solutions, and Impacts (ISI); Ethics (Ethics); Teamwork(Team); and Communication Related to Engineering (Comm-Engr) [24]. These indicatorsinformed, in part, the development of an engineering design-based STEM integration curriculaassessment tool called the STEM Integration Framework [8].We use the STEM Integration Framework to analyze client letters embedded in K-12 STEMintegration curricula. Although the STEM Integration Framework is an assessment tool forevaluating the completeness of engineering design-based STEM integration curricula, we applythe framework to client letters
universe, and the people who share this planet) were not uplifted in her new space. She described how the field’s narrow definitions of success prioritized objec- tivity, productivity, and confidence while devaluing humanity, ethics, and compas- sion, which she viewed as equally essential to leadership and innovative progress.In our first post-course meeting, Matthew reflects on Classroom Scenario #1: “I think it was thatmoment in the course, which like right from week 1, made me feel confident that it was OK totalk about parts of myself which I had previously not brought to any of my Caltech coursesoutside of E100 [the Pilot Course]. There’s no other course where I would have mentioned theword ‘solarpunk’, for example. There is
, “Can women entrepreneurs thrive in Saudi Arabia?,” Entreprendre & Innover, no. 2, pp. 100–109, 2021.including descriptive statistics, t-tests, ANOVA, and [7] A. Salamzadeh, L. P. Dana, J. Ghaffari Feyzabadi, M. Hadizadeh, andcorrelation analysis to test hypotheses and validate findings H. Eslahi Fatmesari, “Digital technology as a disentangling force for[90]. Ethical considerations, including data privacy, women entrepreneurs,” World, vol. 5, no. 2, pp. 346–364, 2024.participant consent, and adherence to IRB
pharmaceutical treatment, achieving automated epilepsymanagement, potentially leading to more rapid and effective acteristic. The treatment options available to patients withseizure suppression. epilepsy do not work for one-third of people with drug- The implementation utilizes the MPU6050 accelerometer for resistant epilepsy (DRE), thus requiring different therapeuticactivity recognition and AD8232 for ECG activity recognition, approaches [1]. Ethical standards endorse Vagus Nerve Stim-combining these data with ECG readings to minimize false ulation (VNS) as an effective treatment solution for
, Analysis, and Impact Assessment2.4.1 Data CollectionThe data for this study were retrospectively collected from Canvas, the learning management sys-tem utilized for the courses. Four datasets were analyzed: two for Exam 1 (2022 Fall and 2023Spring) and two for Exam 2 (2022 Fall and 2023 Spring). These datasets contain aggregated itemanalysis reports that summarize question-level metrics such as Correct Ratio, Difficulty Index, andPoint Biserial correlations. No individual student information was included, ensuring the analysiswas entirely anonymized and ethically sound.The 2022 Fall data represent baseline student performance prior to the implementation of anyenhanced teaching strategies. In contrast, the 2023 Spring data reflect the impact of
them navigatesocial situations. Kyle noted that while student friendships have helped to support himacademically, they also encouraged him to maintain a consistent diet.Resistant CapitalWhen asked whether they believed completing their degree would contribute to combatingstereotypes about those who share their social identities, participants acknowledged theunderrepresentation of their identities in STEM but expressed not viewing it as a significant issue.Similarly, participants believed their peers shared values and attitudes like their own. Althoughpolitics was mentioned, it was not seen as important for undergraduate degree completion.Rather, they focused on shared academic values, work ethic, and morals. Contrary to findings inthe
use these tools ethically and effectively 23,24,25,26 .Additionally, research highlights the importance of custom-tailored AI solutions that addressdiverse student needs, enhance engagement, and adapt teaching materials for better learningoutcomes, particularly in online learning environments 27,28,20 .Recent studies have extensively explored the use of Generative AI (GenAI) for quiz generation,focusing on areas such as prompt engineering, integration design, and alignment with pedagogicalframeworks 29,30,31 . These studies often evaluate the technical efficacy of GenAI-generated quizzesor their adherence to learning like Bloom’s taxonomy, but they lack rigorous comparative testingin real educational settings 30 .In contrast, our study is the
students [5]. While aptitude and work ethicplay a role in effecting retention, research has shown that other individual constructs not onlyplay a very influential role in retention, but are even more meaningful than aptitude and/or workethic. A large-scale study by Seymour and Hewitt [6], for example, found that students’ choicesto leave STEM majors were usually not due to poor aptitude or work ethic, but instead weremore related to diminished motivation and perspectives on the reason(s) they chose that field inthe first place.One particular factor contributing to this attrition is the nature (e.g., the student feels the courseis very difficult, or the course appears unrelated to the student’s choice of major) of many first-and second-year gateway
theinterview.This work involved human subjects in its research. Approval of all ethical and experimentalprocedures and protocols was granted by the Institutional Review Board (IRB-2024-237).Data Collection – Semi-structured InterviewsData for this study were collected using semi-structured interviews designed to explore students’experiences with microelectronics in the course. This approach provided a flexible framework,encouraging participants to share detailed reflections on their prior exposure to microelectronics,their evolving interest in the subject, and their future engagement plans. The semi-structuredformat allowed interviewers to ask follow-up questions, tailoring discussions to the uniqueexperiences and perspectives of each participant. This
times competing, objectives. Aside from the technical feasibility ofthe design project, engineering students are also forced to consider business feasibility,environmental impacts, social, political, and ethical implications, manufacturability, andunintended consequences.The design experience, where students are tasked to solve this design challenge, must beintegrated with design learning, where students have the opportunity to learn and practice how toeffectively design a solution that meets multiple objectives and constraints. Learning how todesign is imperative for a successful design project, yet the teaching of design remainschallenging [3]. Project-based learning (PBL), where teams of students are set upon a designproject, has been
, Calculations, Conclusion, and Raw Data. There are two quizzes inthe semester which are based on the covered laboratory experiments and a comprehensive finalexam which consist of questions related to the theory, measurements, and calculations of eachexperiment. Final course grade is traditionally calculated based on the laboratory reports (65%),two quizzes (15%), and a final exam (20%).CURE-E Implementation: The integration of the CURE-E project into Materials Science andEngineering Laboratory aims to offer students genuine research experience, enhance theirresearch skills, foster scientific thinking and approach, promote research ethics, and provideadditional opportunities to support their career aspirations. In addition to the materials
can executean attack on a device and then protect the device from that attack would be something a lot ofstudents who want to advance in security will find enjoyable.” We considered these valuablesuggestions from the students and are planning to address some of the suggestions in the futureteaching of the IoT Security class. Regarding the recommendation to include offensive securitytechniques, we intend to consult with the university’s general counsel to ensure compliance withinstitutional guidelines and ethical standards.Educational Content and Learning Opportunities The course’s structured learning materialsand assignments were deemed extremely helpful. The students praised the clarity and relevanceof the shared slides and the variety of
culturallyresponsive teaching methods. Participation in the Community of Practice training played a pivotalrole in equipping instructors with strategies to promote inclusivity and engagement, as evidencedby the reduction in negative practices and the enhancement of equitable teaching approaches.By demonstrating the significance of infusing CR into course content to foster respectful, inclusiveclassroom environments, this study contributes to the broader discourse on equity in STEMeducation. The current study adhered to ethical guidelines to ensure the integrity of the studyfindings. Future research could focus on expanding this framework across broader contexts andintegrating adaptive technologies for real-time feedback to enhance its
others, the experience revealed new opportunities formeaningful engagement beyond traditional faculty roles, allowing them to envision a moreversatile career. “I don't think it really impacted my post PhD goals of wanting to focus on teaching in engineering, but it changed what I wanted to teach and how I wanted to show up for my students and be perceived as a faculty member. What types of content I wanted to focus on in engineering, not just technical but the technical and social combined, and really furthered my ideas of design project possibilities on advising and incorporating ethics and sociotechnical knowledge throughout a curriculum and being prepared to do that work in my career.” “I
presented in bar charts to highlight trends over time, and a pie chart wasused to depict the percentage breakdown of FML activities. Pearson’s correlation was thenemployed to assess the association between FML points and final course grades, evaluatingwhether increased involvement in FML corresponded to higher academic performance.In terms of qualitative analysis, thematic coding was applied to open-ended survey responses,focus group transcripts, and pertinent email feedback. Recurring themes such as motivation,autonomy, barriers to participation, and perceptions of gamified learning were identified andcompiled to provide a nuanced understanding of student experiences.2.4. Ethical ConsiderationsStudents were informed at the beginning of the course
applications. He is a licensed Professional Engineer (PE) in the state of Florida and has also earned certifications as a Project Management Professional (PMP) and LEED AP BD+C.Mr. Cade M. Cratsley, Florida Gulf Coast University Mr. Cade M. Cratsley is an undergraduate student pursuing a degree in Civil Engineering at Florida Gulf Coast University. He is a member of the ElectriAI+ Lab, led by Dr. Chau, where he actively contributes to research on the application of artificial intelligence in the construction industry. Beyond his academic endeavors, Cade demonstrates his leadership and organizational skills as a food service manager at Five Guys, showcasing a strong work ethic and a commitment to excellence in both his
address key challenges inteamwork, process design, data analysis, and ethical considerations. Concluding with aninitiative that develops a tool for tracking LE evidence and decisions, capturing actionable designchoices in relation to channels of influence. This tool can be used to design effective, sustainablelearning experiences, highlighting the potential of LE to transform practices in support ofengineering education outcomes.1. IntroductionThe concept of "Education as Engineering" was first introduced by John Dewey in 1922 [1]. Heargued that an established art of educational engineering does not yet exist. Dewey believed thatprogress in education would arise through experimentation, imagination, and courage. The trueart of education will
includes managing scholarly profiles online, exploring and analyzing scholarly metrics, finding strategic collaborators, and more.Rachel Ann Miles, Virginia Polytechnic Institute and State University Rachel Miles is the Research Impact Coordinator at Virginia Tech University Libraries. She specializes in research analytics and provides expertise in bibliometrics, altmetrics, research communication, and scholarly publishing. Rachel works closely with faculty, researchers, and administrators to manage the university’s Research Information Management (RIM) system, interpret research impact data, and support responsible, ethical research evaluation. She also advocates for awareness of how academic culture and incentive
recruitment and retention.Students who engage with these types of competitive projects often develop skills incommunication, teamwork, ethics, and public policy. Furthermore, collaborative cross-disciplinary projects have helped connect students across different CE subdisciplines and someprojects even expose students to other fields of engineering.The hypothesis of this study was that newer, innovative, and/or attractive student competitionsmay be able to serve as one of the primary mechanisms to solve the decline of student interest inCE. Student competitions that utilize modern (or future) technology, serve to address modern (orfuture) societal issues, and relate to the next generation(s) of CE students are critical to competewith similar cutting