Shayta Roy, Keino Davis, Abby Carbone, Galvin Brady, AllanBuyinza, Laura Madril, Magdalena Ravello, Pierce Pettit, and Hyonseon Choi for their supportin developing course content, leading course discussion sections, and consistently contributing toa positive class experience. I also thank Dr. Haoxue Yan for teaching a section of MatSci 160under this design and contributing data for this study.References [1] J. Kozminski, N. Beverly, D. Deardorff, R. Dietz, M. Eblen-Zayas, R. Hobbs, H. Lewandowski, S. Lindaas, A. Reagan, R. Tagg, J. Williams, and B. Zwickl, “AAPT recommendations for the undergraduate physics laboratory curriculum,” AAPT Committee on Laboratories, Nov. 10, 2014. [2] A Saterbak, B. Beason, K. Cox, J. Bordeaux
. [Online]. Available: https://unesdoc.unesco.org/ark:/48223/pf0000250567[3] Project Lead The Way, "KC STEM Alliance Case Study," Project Lead The Way, 2023. [Online]. Available: https://www.pltw.org/hubfs/PLTW_Brand/KCSTEMAlliance_CaseStudy.pdf?utm_source=c hatgpt.com. [Accessed: Feb. 15, 2025].[4] M. Sharp, "'Sharp, Steep Declines': U.S. Students Are Falling Behind in Math and Science," Education Week, Dec. 2024. [Online]. Available: https://www.edweek.org/leadership/sharp- steep-declines-u-s-students-are-falling-behind-in-math-and- science/2024/12?utm_source=chatgpt.com. [Accessed: Feb. 15, 2025].[5] R. F. Funk Brian Kennedy and Cary, “STEM Jobs
dominant higher education classroom.References[1] P. J. Palmer, The courage to teach: exploring the inner landscape of a teacher’s life, 10th anniversary ed. San Francisco, Calif: Jossey-Bass, 2007.[2] J. L. Huff and M. S. Ross, “Advancing an Integrative Perspective of Identity in Engineering Education,” in International Handbook of Engineering Education Research, 1st ed., New York: Routledge, 2023, pp. 183–198. Accessed: Aug. 08, 2023. [Online]. Available: https://www.taylorfrancis.com/books/9781003287483/chapters/10.4324/9781003287483-11[3] A. Patrick and M. Borrego, “A Review of the Literature Relevant to Engineering Identity.,” in American Society for Engineering Education Annual Conference, 2016.[4] K. L. Tonso
Group N Median % Interquartile Range % Group A2 (Control Group) 173 100.00 30.60 Group A1 (Review Group) 145 100.00 27.90 Group A1 (Only Submissions Prior to 9 PM) 74 100.00 18.00From Course A, Exam 1’s results in Table 1, an anomaly is visualized on the left side of Figure 2.Medians for all groups were 100%. The interquartile ranges decreased in the order of the control,review, and early submission groups at 30.6%, 27.9%, and 18%, respectively. The scores shownin Figure 2 and Table 1 include scores for all students who agreed for their data to be used in thestudy (N=318). The results show a median score of 100
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fact the question of how much of each engineering science studentsneed to know is left to the discretion of each program.Engineering DesignEder associates a reduction in emphasis on engineering design with the Grinter Report, and also expressesthe view that the report’s recommendations have been made superseded by later scholarship inengineering education: For several years it has been recognized that the curriculum changes introduced in the 1960's, as a result of the Grinter Report, were in some ways counter-productive… The Grinter report was written before any serious start had been made on studying procedures, systematic methods and methodologies, modeling tools and theories of designing -- a verb
for efficientdecision-making. Such an endeavor will require the implementation of external sensors thatconsider factors like weather. Additionally, more work will be done to process the data fromthese sources as well as employing advanced computing techniques to uncover the patterns andbehavior that define the collected results.References[1] H. Morrison, “Crash of the Hindenburg” 1937. https://www.loc.gov/static/programs/national- recording-preservation-board/documents/Hindenburg.pdf[2] “Sea Change - Zero Emission Industries,” Zeroei.com, 2018. https://www.zeroei.com/sea- change.[3] S. J. Peighambardoust, S. Rowshanzamir, and M. Amjadi, “Review of the proton exchange membranes for fuel cell applications,” International Journal of
on the US-Mexico border. Tucson, AZ: University of Arizona Press, 2018.[3] A. Esquinca, M. T. de la Piedra, and L. Herrera-Rocha, "Hegemonic language practices in engineering design and dual language education," Association of Mexican American Educators Journal, vol. 12, no. 2, pp. 44-68, 2018.[4] S. National Center for Education, "English Learners in Public Schools," in "Condition of Education. U.S. Department of Education, Institute of Education Sciences," Washington, D.C., 2024. [Online]. Available: https://nces.ed.gov/programs/coe/indicator/cgf[5] L. Hoffman and A. Zollman, "What STEM teachers need to know and do for English language learners (ELLs): Using literacy to learn," Journal of STEM
, insights, and experiences. We also extend our appreciation to the ExpandingComputing Education Pathways (ECEP) Alliance community for their ongoing collaboration,support, and commitment to broadening participation in computing.References:[1] E. van Laar, A. J. A. M. van Deursen, J. A. G. M. van Dijk, and J. de Haan, “The relation between 21st-century skills and digital skills: A systematic literature review,” Computers in Human Behavior, vol. 72, pp. 577–588, July 2017, doi: 10.1016/j.chb.2017.03.010.[2] N. Khan, A. Sarwar, T. B. Chen, and S. Khan, “Connecting digital literacy in higher education to the 21st century workforce,” Knowledge Management & E-Learning, vol. 14, no.1, pp. 46–61, Mar. 2022, doi: 10.34105
instructors, willhelp ensure that it meets the evolving needs of the learners and educators in the digital age.Acknowledgements:This work was financially supported by Affordable Materials Grants (round 24, Grant # M238),sponsored by the Board of Regents of the University System of Georgia. The authors would alsolike to acknowledge the contributions of Jessica Susanto, an undergraduate student at KennesawState University, who has helped with the App development, and contributions of Sheila Hill, andDr. Hoseon Lee in the process of base question development.References: [1] B. J. Skromme, R. Gupta, T. Nasim, C. J. Redshaw, B. Miller, P. Andre, H. Erives, D. Bailey, G. Wilkins, S. K. Bansal, M. A. O'Donnell, and W. M. Barnard, "Advances in
. (2023). Society and Technological Change, 9th Edition. Long Grove,Illinois: Waveland Press.Davis, J. L., & Chouinard, J. B. (2016). Theorizing Affordances: From Request to Refuse.Bulletin of Science, Technology & Society, 36(4), 241-248.Erickson, J., S. Claussen, J. A. Leydens, K. E. Johnson, and J. Tsai. (2020). Real-worldExamples and Sociotechnical Integration: What’s the Connection? ASEE Virtual AnnualConference Content Access Proceedings, ASEE Conferences.Faulkner, W. (2007). 'Nuts and bolts and people': Gender-troubled engineering identities. SocialStudies of Science, 37(3), 331-356. https://doi.org/10.1177/0306312706072175Finelli, C. 2020. EER Taxonomy Version 1.2. Ann Arbor, MI: University ofMichigan. http
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Switzerland, 2024, pp. 499–510. doi: 10.1007/978-3-031-51979-6_52.[2] M. X. Rodriguez-Paz, J. A. González-Mendivil, I. Zamora-Hernández, and G. Sayeg-Sánchez, “Students’ Perceptions on the Use of Artificial Intelligence Tools in Engineering Education for the Digital Transformation,” in 2024 IEEE Global Engineering Education Conference (EDUCON), Kos Island, Greece: IEEE, May 2024, pp. 1–7. doi: 10.1109/EDUCON60312.2024.10578326.[3] X. Wu, R. Duan, and J. Ni, “Unveiling security, privacy, and ethical concerns of ChatGPT,” J. Inf. Intell., vol. 2, no. 2, pp. 102–115, Mar. 2024, doi: 10.1016/j.jiixd.2023.10.007.[4] S. Ren and A. Wierman, “The Uneven Distribution of AI’s Environmental Impacts
thestudent must develop the following disciplinary and transversal skills: Disciplinary competencies. Performs theoretical and experimental modeling of process (SMR20301B), design strategies to automate process (SMR0302B), and implement automation proposals (SMR0304B). Transversal competencies. Solve real problems and questions, based on valid and reliable methodologies (SEG0502C), and evaluate the own and other´s reasoning based on the identification of fallacies and contradictions (SEG0503C).Moreover, prior knowledge of modeling and automation, and control system design is required.Then, designers identified three curricular courses as prerequisites: MR2023 Modeling and Automation. This intermediate
, asleaving the app requires some effort. The overall aim of ChargerCare, including futureexpansions, is to enhance awareness among the university community of the available resourcesand mental health. Enhancing awareness not only increases access, but can serve to de-stigmatizemental health issues, creating a better community for the future.References[1] Brown, M. L., Trotter, C. E., Huang, W., Contreras, C. K., DeMuth, W. D., Bing, E. G. (2024). COVID-19 andmental health among college students in the southwestern United States. Journal of American College Health, 72(9),3095–3102. https://doi.org/10.1080/07448481.2022.2153601”[2] S. M. Casey, A. Varela, J. P. Marriott, C. M. Coleman, and B. L. Harlow, “The influence of diagnosed mentalhealth
in their practice," Industry and Higher Education, vol. 36, no. 3, pp. 294–305, 2022.[2] J. Bughin, E. Hazan, S. Lund, P. Dahlström, A. Wiesinger, and A. Subramaniam, Skill shift: Automation and the future of the workforce. McKinsey Global Institute, May 23, 2018. [Online]. Available: https://www.mckinsey.com/featured-insights/future-of-work/skill-shift- automation-and-the-future-of-the-workforce[3] National Center for Science and Engineering Statistics (NCSES), Diversity and STEM: Women, Minorities, and Persons with Disabilities. National Science Foundation, 2023.[4] National Science Board, Science and Engineering Indicators 2022: The State of US Science and Engineering, NSB-2022-1, 2022.[5] Engineering Council
expressed in this paper are those of the authors anddo not necessarily reflect the views of the NSF.References [1] A. Ehrmann, T. Blachowicz, G. Ehrmann, and T. Grethe, “Recent developments in phase- change memory,” Applied Research, Jun. 2022, doi: https://doi.org/10.1002/appl.202200024. [2] R. Azevedo, J. D. Davis, K. Strauss, P. Gopalan, M. Manasse, and S. Yekhanin, “Zombie memory: Extending memory lifetime by reviving dead blocks,” in Proceedings of the Inter- national Symposium on Computer Architecture (ISCA), 2013. [3] H. Luo et al., “Write Energy Reduction for PCM via Pumping Efficiency Improvement,” ACM Transactions on Storage, vol. 14, no. 3, pp. 1–21, Aug. 2018. [4] J. Fan, S. Jiang, J. Shu, Y. Zhang, and W. Zhen
proposed in [12], where S-2: Programs that significantly support at least one universitymission; A-4: Access provided to the entire University community; U-3: 1,000-3,000 members; F-4: greater than 20,000 square feet; M-3:Faculty/Professionally managed with a hybrid (professional and students) staffpractices. We would like to highlight two responses from participants. One remarked, “It was my first exposureto generative AI (GenAI) backend, and despite only running the code, I learned how to give instructions to AImodels.” Another participant noted, “I learned new things that were taught in a really easy-to-understand way.The source code also allowed me to explore how theoretical knowledge can be applied.”On the other end of the spectrum, we
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, weintegrate real data with a context and a purpose in order to give learners experience with genuinedata and illustrate the usefulness of data science skills in the real world 16 .3.1 Survey Data CollectionTo evaluate the impact of real-world data integration, we administered a survey to the studentsthat enrolled in Computer Sciences classes and/or workshops developed at Florida InternationalUniversity. The survey was designed to measure student engagement, confidence, and motivationin data-rich learning environments. We mapped our course learning outcomes to specific surveyitems, asking students to self-assess their skills and attitudes at the beginning and end of thecourse (adapted from 17 ’s approach). The full survey instrument is provided in
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an additional group of undergraduate STEM majors werealso involved in the design and pilot of all activities. Four goals frame this project and research.These are to learn how (1) high school students’ knowledge of STEM careers and STEMdomains change across their participation; (2) the high school students improve their interest inSTEM career attainment and their self-efficacy for career relevant skills; (3) the undergraduateSTEM majors’ views about Communities of Learners of Underrepresented Discoverers developacross their participation; and (4) teachers’ knowledge of current STEM domains, skills, andcareers change. To examine the impact of the programming on each stakeholder group, PEAR’sCIS-S and CIS-E surveys, interviews, activity
inDesign Process Experience a miniaturized design process, preparing pairs: each student designs for the them to experience a similar process in longer needs of a partner project(s) in the course A lecturette on design, design Understand that engineering design is one of many thinking, and engineering design Hyperlink design disciplines, and how all design disciplines share common processes, tools, and ways of reasoning about the world in order to create value2. Empathy & Students will
during the class session before each exam. In theactivity, students compete in teams to answer questions quickly. Background music plays forapproximately 1 minute while the teams work to find the correct response. Teams must agree onan answer and turn it in before the music stops. No points are awarded for late or incorrectresponses. Correct responses earn the number of points the team wagered on that response,usually indicating the level of confidence they have in their answer. During the first half, teamscan wager 5, 3, or 1 point(s) once in each round of three questions. During the second half, thewagers change to 6, 4, or 2 points per question per round. Points are recorded in a spreadsheet,and team point totals are announced at half-time
: Creating bridges between formal and informal resources in the classroom. The Agricultural Education Magazine, 2015. 87(5): p. 14-16.11. Ault Jr, C.R., Achieving querencia: Integrating a sense of place with disciplined thinking. Curriculum Inquiry, 2008. 38(5): p. 605-637.12. Williams, D.R. and J.J. Vaske, The measurement of place attachment: Validity and generalizability of a psychometric approach. Forest science, 2003. 49(6): p. 830-840.13. Kudryavtsev, A., R.C. Stedman, and M.E. Krasny, Sense of place in environmental education. Environmental education research, 2012. 18(2): p. 229-250.14. Semken, S. and E. Brandt, Implications of sense of place and place-based education for ecological integrity and cultural