, “Aegis: Partitioning data block for efficient recovery of stuck-at-faults in phase change memory,” in Proceedings of the 46th Annual IEEE/ACM International Symposium on Microarchitecture, pp. 433–444, ACM, 2013. [5] P. Zhou, B. Zhao, J. Yang, and Y. Zhang, “Throughput Enhancement for Phase Change Mem- ories,” IEEE Transactions on Computers, vol. 63, no. 8, pp. 2080–2093, 2014. [6] Zhou, Y., Zhang, W., Ma, E. et al. Device-scale atomistic modelling of phase-change memory materials. Nat Electron 6, 746–754 (2023). https://doi.org/10.1038/s41928-023-01030-x [7] J. P. Shri Tharanyaa, D. Sharmila, and R. Saravana Kumar, “A Novel Workload-Aware and Optimized Write Cycles in NVRAM,” Computers, Materials & Continua, vol. 71, no
items, we began by conductingindependent inductive descriptive coding of the full set of qualitative survey data [12].Specifically, researchers read participants’ responses across the data and recorded a) emergentdescriptive codes, and b) excerpts which demonstrated those descriptive codes. After thisindependent process, the researchers then independently identified potential themes across theirown descriptive codes.Once each member of the research team had identified their own descriptive codes and emergentthemes, the research team met to collaboratively consolidate and refine key themes in the contextof the RQs. Finally, a single set of themes and codes within those themes was identified. Whilewe did not iteratively collect data to ensure
: 10.1016/j.jnma.2017.02.001.[14] K. F. Trenshaw, R. A. Revelo, K. A. Earl, and G. L. Herman, “Using Self Determination Theory Principles to Promote Engineering Students’ Intrinsic Motivation to Learn”.[15] T. K. F. Chiu, C. S. Chai, P. J. Williams, and T.-J. Lin, “Teacher Professional Development on Self-Determination Theory–Based Design Thinking in STEM Education,” Educ. Technol. Soc., vol. 24, no. 4, pp. 153–165, 2021.[16] Y. Deng and C. Shi, “Students’ extrinsic and intrinsic motivation improvements in learning defense engineering based on project-based learning,” J. Appl. Res. High. Educ., vol. 16, no. 1, pp. 42–60, 2024.[17] G. Bombaerts and B. Vaessen, “Motivational dynamics in basic needs profiles: Toward a person
Paper ID #49211BOARD # 55: Senior capstone case study: measuring outcomes with enhancedindustry mentoringDr. Kevin Quinn Walsh PE, SE, University of Notre Dame Dr. Walsh is an Associate Teaching Professor in the University of Notre Dame Department of Civil & Environmental Engineering & Earth Sciences. He is concurrently a Principal at Frost Engineering & Consulting in Mishawaka, Indiana. He is a registered Professional Engineer (PE) or Structural Engineer (SE) in 23 states. He completed his Ph.D. in Civil Engineering from the University of Auckland in New Zealand. He was a recipient of the 2023 Rev. Edmund P
Interviewee and Their Affiliated EnterprisesInterviewee Enterprise Name Engineering Fields Core Business A-1 engineering contracting, railway, highway, bridge, A-2 A design, consulting, import real estate, municipal, etc. A-3 and export B-1 engineering design, general railway construction and B-2 B contracting, investment
, outcomes reporting averagedscores across students and anonymized class names. A simple analysis compares the averageperformance of in-person students to students who attended "mostly online" or, in some cases,"sporadically online," as judged by the instructor. The summary also tracks how many studentsin each modality meet or exceed the baseline outcome of 70%.Table 3 presents the summary data of student performance from the six manufacturing andautomation courses. In summary, in Courses A, B, and D, the online students performed betteron average than the in-person students. In Course C, the in-person students performed, onaverage, 6.6 points better but still in the same letter grade category.In four of the six classes, all of the student
] M. J. Newell, and P. N. Ulrich, “Competent and employed: STEM alumni perspectives onundergraduate research and NACE career-readiness competencies, Journal of Teaching andLearning for Graduate Employability, vol. 13, no. 1, pp. 79-93, 2022.[2] H. Jang, “Identifying 21st century STEM competencies using workplace data”, Journal ofScience Education and Technology, vol. 25, no. 2, pp. 284-301, 2016.[3] Winberg, C., Adendorff, H., Bozalek, V., Conana, H., Pallitt, N., Wolff, K., et al., “Learningto teach STEM disciplines in higher education: A critical review of the literature”, Teaching inHigher Education, vol. 24, no. 8, pp. 930–947, 2019.[4] Badcock, P. B. T., Pattison, P. E., and Harris, K.-L., “Developing generic skills throughuniversity
4173 Dare, E. A., Keratithamkul, K., Hiwatig, B. M., & Li, F. (2021). Beyond content: The174 role of STEM disciplines, real-world problems, 21st century skills, and STEM175 careers within science teachers’ conceptions of integrated STEM176 education. Education Sciences, 11(11), 737.177 Davis, L. A. (2023). Success against the odds: The HBCU experience. In How Black178 colleges empower Black students (pp. 43-49). Routledge.179 Escobar, M., Qazi, M., Majewski, H., Kotoye, C., & Barfield, J. (2023). Barriers and180 facilitators to obtaining external funding at Historically Black Colleges and181 Universities (HBCUs). Journal of STEM Education: Innovations and182
further data to be gathered. However, we hope this work showcases howindustry can support curriculum development to further ensure young engineers’ success.References[1] T. T. York, C. Gibson, and S. Rankin, “Defining and measuring academic success,” Practical assessment, research, and evaluation, vol. 20, no. 1, p. 5, 2019.[2] G. D. Kuh, J. L. Kinzie, J. A. Buckley, B. K. Bridges, and J. C. Hayek, What matters to student success: A review of the literature, vol. 8. National Postsecondary Education Cooperative Washington, DC, 2006.[3] “IET skills and demand in industry 2021 survey,” 2021.[4] D. I. Spang, “Curriculum design and assessment to address the industry skills gap,” in 2014 ASEE Annual Conference &
. GreenDelta, “PSILCA. Understanding social impacts,” Accessed: March 24, 2025. [Online.] Available: https://psilca.net/10. C. Manning, “Technology Readiness Levels,” NASA.gov. Accessed: March 24, 2025. [Online.] Available: https://www.nasa.gov/directorates/somd/space-communications- navigation-program/technology-readiness-levels/ (Accessed Jan. 15, 2025).11. S. Maldonado, “The importance of new ‘sand-to-silicon’ processes for the rapid future increase of photovoltaics,” ACS Energy Letters, 5(11), pp. 3628-3632, 2020.12. A. Pedrick and E. B. Drago, Hosts, “Rare Earths: The hidden cost to their magic, Part 2,” Science History Institute, June 25, 2019 [Audio podcast] Available: https://www.sciencehistory.org/stories/distillations-pod
. 285-295, 2011.[20] T. M. Amabile, Creativity in context, Boulder, CO: Westview Press, 1996.[21] J. C. Kaufman, J. Baer, D. H. Cropley, R. Reiter-Palmon and S. Sinnett, "Furious activity vs. understanding: How much expertise is needed to evaluate creative work?," Psychology of Aesthetics, Creativity, and the Arts, vol. 7, no. 4, 2013.[22] R. Reiter-Palmon, B. Forthmann and B. Barbot, "Scoring divergent thinking tests: A review and systematic framework.," Psychology of Aesthetics, Creativity, and the Arts, vol. 13, no. 2, pp. 144-152, 2019.[23] D. H. Cropley, "Promoting Creativity and Innovation in Engineering Education," Psychology of Aesthetics, Creativity and the Arts, vol. 9, no. 2, pp. 161-171, 2015.
, I. (2023). DEI institutionalization:Measuring diversity, equity, and inclusion in postsecondary education. Change: TheMagazine of Higher Learning, 55(1), 31-38.Direito, I., Chance, S., Clemmensen, L., Craps, S., Economides, S. B., Isaac, S. S., ... &Wint, N. (2021, December). Diversity, Equity, and Inclusion in Engineering Education:an Exploration of European Higher Education Institutions' Strategic Frameworks,Resources, and Initiatives. In SEFI 49th annual conference proceedings 2021 (pp. 189-193). SEFI-European Society for Engineering Education; Brussels.Dwyer, P., Mineo, E., Mifsud, K., Lindholm, C., Gurba, A., & Waisman, T. C. (2023).Building neurodiversity-inclusive postsecondary campuses: Recommendations forleaders in higher
' familiarity with these topics before and after using the resource.Approximately 500 students enrolled in the “Introduction to Engineering and Problem Solving” coursewill participate in the study. The students will be divided into two groups: Group A will have access toe-REF as a continuous resource throughout the semester, while Group B will receive similar instructionbut rely solely on materials provided through the learning management system. The surveys will assessthe students' knowledge of engineering documentation, literature review techniques, data management,and programming tools, as well as their interest in applying these skills to their career development.Ultimately, e-REF aims to provide students and engineering populations at large, with
casebook. 2016.[2] N. Azizian, S. Sarkani, and T. Mazzuchi, “A comprehensive review and analysis of maturity assessment approaches for improved decision support to achieve efficient defense acquisition,” Proc. World Congr. Eng. Comput. Sci., vol. 2, Oct. 2009, Accessed: Jan. 09, 2025. [Online]. Available: https://www.iaeng.org/publication/WCECS2009/WCECS2009_pp1150-1157.pdf.[3] B. Blanchard, W. Fabrycky, and W. Fabrycky, Systems engineering and analysis. 1990.[4] D. H. Meadows, D. L. Meadows, J. Randers, and W. W. Behrens, “The Limits To Growth,” Green Planet Blues, pp. 25–29, Oct. 2018, doi: 10.4324/9780429493744-3.[5] B. Sovacool, P. Kivimaa, S. Hielscher, and K. Jenkins, “Vulnerability and resistance in the
space for project teams to operate in, but also supports more teams that have toshare those resources. University A also has multiple winning project teams that competeregionally and nationally. On the other hand, University B has fewer teams that are not asestablished and have not yet won many national competitions. It also provides less financial andbuilding resources for student project teams.The students were recruited directly through their project team via email or a classannouncement. When selecting participants, we prioritized increasing the number of teamsrepresented in each focus group. As such, only one student from each project team was invited toparticipate in each focus group from University A. If more than one student from a
Science, Technology, Engineering, and Math (STEM) Classrooms: Strategies for Educators to Close the Gender Gap," in 2013 ASEE Annual Conference & Exposition, Atlanta, 2013.[5] D. B. Knight, E. F. Mappen and S. L. Knight, "A Review of the Literature on Increasing the Representation of Women Undergraduates in STEM Disciplines through Civic Engagement Pedagogies," Science Education and Civic Engagement, vol. 3, no. 1, pp. 36-47, 2011.[6] J. D. Stolk, M. D. Gross and Y. V. Zastavker, "Motivation, pedagogy, and gender: examining the multifaceted and dynamic situational responses of women and men in college STEM courses," International Journal of STEM Education, vol. 8, no. 35, 2021.[7] E. Skuratowicz, S. O. S. Clair, R. Pritzlaff
Infrastructure Report Card. Reston, VA, 2019[3] American Society of Civil Engineers, “Future World Vision: InfrastructureReimagined”, 2019, hƩps://www.futureworldvision.org/, Accessed June 2019.[4] American Society of Civil Engineers, “EducaƟon Summit: Mapping the Future ofCivil Engineering EducaƟon”, Hall, K. D., Linzell, D. G., Minsker, B. S., Hajjar, J. F., Saviz,C. M. (Eds.), 2019, 2020, doi.org/10.1061/9780784483251.[5] Lin, N., Fu, Y. C., & Hsung, R. M. (2001). Measurement techniques for invesƟgaƟons of socialcapital. Social capital: Theory and research, 57-81.[6] MarƟn, J. P., Stefl, S. K., Cain, L. W., & Pfirman, A. L., Understanding first-generaƟonundergraduate engineering students’ entry and persistence through social capital
regional contexts and help support equitable progress toward global decarbonizationgoals. Figure 2 shows the “Fixes that backfire” system archetype, which illustrates how genericaviation education that fails to take into consideration important aspects such as epistemologicalframeworks and socio-economic disparities leads to well-intentioned but superficial educationalsolutions to sustainability issues in aviation education, which in many cases result in undesiredconsequences. Figure 2: Fixes that Backfire System Archetype Diagram Illustrating the Impact of GenericSustainability Education on Persistent Challenges in Achieving Aviation Decarbonization Goals. Note: B denotes a balancing loop, and R denotes a reinforcing loop. Plus (+) and minus
Paper ID #47601Applying Engineering for One Planet (EOP) Framework to Teach EnvironmentalRisk in Two InstitutionsDr. Xinyu Zhang, Purdue University Dr. Xinyu Zhang is an Assistant Professor of Engineering Practice in Environmental and Ecological Engineering (EEE) at Purdue University’s College of Engineering. She received her Ph.D. in Environmental Engineering from the University of Illinois at Urbana-Champaign, is a North Carolina-licensed Professional Engineer, and currently leads an NSF project on recruitment strategies for engineering bridge and success programs. Her research interests include engineering education
. 2, pp. 238–252, Feb. 2024, doi: 10.1080/09614524.2023.2273756.[5] S. G. J. N. Senanayake, “Indigenous knowledge as a key to sustainable development,” J. Agric. Sci., vol. 2, Jan. 2006, doi: 10.4038/jas.v2i1.8117.[6] E. A. Adams and M. B. Burgoyne, “Integrating Humanitarian Engineering Design Projects to Increase Retention of Underrepresented Minority Students and to Achieve Interpersonal Skill-Related Learning Outcomes,” presented at the 2017 ASEE Annual Conference & Exposition, Jun. 2017. Accessed: Jan. 06, 2021. [Online]. Available: https://peer.asee.org/integrating-humanitarian-engineering-design-projects-to-increase- retention-of-underrepresented-minority-students-and-to-achieve-interpersonal-skill
beliefs through the Scaffolded TPACK Lesson Design Model (STLDM). Learning: Research and Practice. doi:10.1080/23735082.2017.1360506Chien, Y.-H. (2017). Developing a pre-engineering curriculum for 3D printing skills for high school technology education. Eurasia Journal of Mathematics, Science and Technology Education, 13(7), 2941-2958.Groover, M. (2011). Introduction to Manufacturing Processes (1st ed.). Wiley.Groover, M. (2015). Fundamentals of Modern Manufacturing: Materials, Processes, and Systems (6th ed.). Wiley.Gross, B., Erkal, J., Lockwood, S., Chen, C., & Spence, D. (2014). Evaluation of 3D printing and its potential impact on biotechnology and the chemical sciences. Analytical Chemistry, 86(7
design problem need to befocused on, what information is missing, and what the attributes of a successful solution (or therequirements of the solution) are [2, 3]. To more clearly differentiate design problems from othertypes of problems and understand the role or requirements, we can consider the ways in whichsuch problems are determined [4]. Design problems include aspects that are (a) determined,meaning they have unalterable requirements; (b) underdetermined, meaning the designer mustwork to set requirements based on what they uncover through research; and (c) undetermined,meaning they are decided subjectively through the designers’ preferences and judgment [4].These undetermined aspects are not limited to aesthetic decisions; they may
Paper ID #48939More than Box-ticking: Accreditation and the Integration of Sustainabilityinto Canadian Engineering EducationMs. Esther Roorda, University of British Columbia, Vancouver Esther Roorda is a PhD student at the University of British Columbia, in the department of Electrical and Computer Engineering. Her research is in addressing sustainability issues in electrical and computer engineering through education, community and design. Research interests include engineering and sustainability literacy education, human centered design, e-waste, Right to Repair and design for repairability.Sathish Gopalakrishnan, University
Paper ID #47533Critically Examining Constructive Alignment for Marginalization: An Analysisof Foundational Works and Modern Applications in Engineering EducationMr. Mackinley Love MSc, University of Calgary Mackinley O.H.K. Love is a doctoral candidate at the University of Calgary in the Department of Mechanical and Manufacturing Engineering; he previously completed his BSc and MSc at the same department in 2021 and 2023, respectively. He researches engineering education and how to improve materials science education in mechanical engineering courses. He is the president of the Engineering Education Students’ Society, which
NationalScience Foundation. Special thanks to Shane Gavney, Maya Leizerovich, and AnvieGowrishankar, undergraduate contributors to the reflective memo analysis, all from theUniversity of Colorado Boulder.References[1] The Engineering Mindset Report: A Vision for Change in Undergraduate Engineering andEngineering Technology Education. May 14, 2024. American Society for EngineeringEducation, Washington DC. Downloaded from: https://mindset.asee.org/ 18 Jan 2025.[2] J.H. Dyer, H. B. Gregersen, and C.M. Christensen, “Entrepreneur Behaviors, OpportunityRecognition, and the Origins of Innovative Ventures,” Strateg. Entrepreneurship J, 2 (4): pp.317–38, 2008.[3] J. H. Dyer, H. B. Gregersen, and C. M. Christensen, The Innovator’s DNA: Mastering theFive Skills of
. Accessed: Jul. 25, 2024. [Online]. Available: http://arxiv.org/abs/1908.10084[4] K. Haghighi, “Quiet No Longer: Birth of a New Discipline,” J. Eng. Educ., vol. 94, no. 4, pp. 351–353, Oct. 2005, doi: 10.1002/j.2168-9830.2005.tb00862.x.[5] L. C. Benson, K. Becker, M. M. Cooper, O. H. Griffin, and K. A. Smith, “Engineering education: Departments, degrees and directions,” Int. J. Eng. Educ., vol. 26, no. 5, pp. 1042–1048, 2010.[6] M. Borrego and J. Bernhard, “The Emergence of Engineering Education Research as an Internationally Connected Field of Inquiry,” J. Eng. Educ., vol. 100, no. 1, pp. 14–47, 2011, doi: 10.1002/j.2168-9830.2011.tb00003.x.[7] B. K. Jesiek, L. K. Newswander, and M. Borrego, “Engineering Education
, A. J. Wright, R. Batty, H. Finch, A. Vezzoli, P. S.Keatley, and L. O’Brien, “Thermal nanoconversion of ferromagnetic nanoislands,” AppliedPhysics Letters, 124, 112411 (2024).[4] B. Erbas, A. Conde-Rubio, X. Liu, J. Pernollet, Z. Wang, A. Bertsch, M. Penedo, G.Fantner, M. Banerjee, A. Kis, G. Boero, and J. Brugger, “Combining thermal scanning probelithography and dry etching for grayscale nanopattern amplification,” Microsystems &Nanoengineering, 10, 28 (2024).[5] L. Shani, J. Chaaban, A. Nilson, E. Clerc, G. Menning, C. Riggert, P. Lueb, M. Rossi, G.Badawy, E. P. A. M. Bakkers, and V. S. Pribiag, “Thermal scanning probe and laserlithography for patterning nanowire based quantum devices,” Nanotechnology, 35, 255302(2024).
Paper ID #49159Canary in the Mine: An LLM Augmented Survey of Disciplinary Complaintsto the Ordre des ing´enieurs du Qu´ebec (OIQ)Tammy Mackenzie, The Aula Fellowship EcoTech CEO, inventor, MBA, human rights activist, philosopher, and researcher of the intersections between strategic management, institutions, and systems theories.Varsha Kesavan, University of AlbertaProf. Thomas Mekha¨el, Ecole de Technologie Superieure ´ Thomas Mekha¨el is a professor at Ecole ´ de technologie sup´erieure (ETS) in Montreal
oftheir career mobility. When asked to explain their answers, we found that engineers identifiedeither (a) the culture of engineering, or (b) disproportional access to supports within engineeringas the factor advantaging or disadvantaging their career mobility dependent on social location.These findings are relevant to engineering education researchers because it exposes patterns ofprofessional buy-in to agentic, meritocratic norms in engineering culture. When we namedominant ideologies without illustrating how they land in the lives of engineering graduates, werisk further disadvantaging those who are negatively impacted by structural inequities.IntroductionDespite nearly four decades of equity, diversity, and inclusivity (EDI) initiatives
Paper ID #47215Decolonizing engineering curriculum on stolen land: Settler amnesia withinengineering educationJessica N. Tran, University of British Columbia, Vancouver Jessica (Jess) Tran is a graduate student pursuing a master’s degree in engineering education at the University of British Columbia (UBC). They are interested in exploring EDI (equity, diversity, and inclusion), justice-oriented pedagogies and praxis, and anti-colonial approaches to and within engineering education spaces, particularly within K-12 STEM outreach.Jessica Wolf, University of British Columbia, Vancouver Jessica Wolf is a PhD student in the