discipline-based educational research, including design self-efficacy, project-based learning, critical reflection in ethics, and high-impact practices.Lauren Christopher, Indiana University-Purdue University Indianapolis Dr. Lauren Christopher attended Massachusetts Institute of Technology, where she received her S. B. and S. M. in Electrical Engineering and Computer Science in 1982, specializing in digital signal processing and chip design. She worked at RCAˆa C™s David SaChristine Krull, Indiana University-Purdue University IndianapolisEric W Adams, Indiana University-Purdue University IndianapolisShahrzad Ghadiri, Indiana University - Purdue University IndianapolisRichard Vernal Sullivan, Indiana University-Purdue University
as only technical, with a focus on optimizing elementslike time or money. However, these solutions may not be effective in real situations, whereinfluences like stakeholder issues or ethics concerns can make a technically optimized problemuseless. In addition, instructors who fear overwhelming students (particularly first year students)or having problems that are too difficult to tackle often remove the context [11]. However,situated problems support students to contextualize their place within the learning environment[12] as well as the larger community [13], which in turn supports their identity development [9].This is particularly important for minoritized students who can better identify with being anengineering professional [14].How do
sending the data to the server and encrypted it needed.as Flask based web server gives a simple with high speedoutperformance with simple integration between the ArduinoWi-Fi and the raspberry pi 5.D. Experimental Setup For ethical consideration all experiments were conducted ina controlled environment to ensure safety and minimize theenvironmental risk by wearing the proper PPE and preparing thefire stop equipment in case needed. And all the experiments weresupervised to prevent accidents. Fig. 8. Shows the hemlock needles tree branch was unsuccessfully ignited. The outdoor experiments were conducted on a rainy
-methods study combining a longitudinal analysis of BSI student gradepoint average (GPA) and enrollment with results from a student experience survey. This workwas approved by the University of Calgary Research Ethics Board under REB23-1762.Longitudinal AnalysisA longitudinal analysis was conducted to evaluate the academic performance and retentionoutcomes of the first five cohorts of BSI students from 2019–2023. We examined mean GPAs infirst-year physics and physics-intensive engineering courses (circuits, statics, programming, andfluids). Yearly GPAs and retention were also tracked for each BSI cohort to assess studentperformance as they progressed through their degree. Outcomes were compared with meanGPAs and retention for general engineering
] and improves professional and personal skills,including teamwork, communication, leadership and ethical awareness [7]. Service learning alsohelps students develop a sense of social responsibility [8] and reiterates the role of engineering asa service profession, especially for underrepresented students [6], [9]. As the edited volume byTseng [10] summarizes, there are a number of examples of service-learning design projects inengineering courses. The service-learning project in this study, however, emphasizes analysisrather than design as a way to increase student interest in the topic of computer programming andstay motivated to learn an important but threshold concept with the goal of increasing retentionin the discipline.An additional
education. It would be ethical and based more on a moralresponsibility for our educational system and government to believe in and care about growingthe intellectual capital of all its citizens [2]. However, research on this topic from the CommunityCollege Research Center and engineering education researchers located the source of interest fordoing this important work as the need to meet the needs of industry. More specifically, statesneed higher education to play a large role in workforce development to meet industry demand forengineers and computer scientists [3], [4]. This reliance on higher education to train the futureworkforce was named social efficiency [5]. Beyond social efficiency, Labaree explained socialmobility was a common goal for
mechanism that strengthens problem-solving capabilities.The findings depict the complex interactions between problem design, student self-reflection, andsubsequent student performance. While non-abstracted problems are crucial in preparing students forprofessional practice, instructors need to consider interventions that will strengthen students' confidencein facing these challenges. Future research will focus on refining the abstraction rating tool (based on the“PRO” portion of the PROCESS rubric) for better inter-rater reliability and analyzing individuallyanswered test or quiz items to remove the effect of group work. References [1] Aristotle, W. Ross, J. Ackrill, and J. Urmson. The Nicomachean Ethics. Page 3. Oxford University Press, 1998. [2
“Artificial Intelligence” or “AI” in the title. The set can beexpanded to over 100 by adding terms such as “Machine Learning”, “Large Language Models”,or “Generative”. Results are spread across most ASEE divisions, reflecting the intense interestengineering educators have in using modern AI-based tools in the classroom. Proposed uses ofAI are too many to enumerate here, but broad topics include techniques for teaching studentshow to use AI, recommendations to instructors on using AI tools to assist with curriculumdevelopment and assessment, the ethics of AI use in the classroom, and advances in AI forsolving engineering problems.Given the focus on these emerging tools by educators and students alike, it is imprudent toignore their use in any field of
technologies both ethically and strategically. As technologicalinnovation continues to accelerate, cultivating the skills needed to explore and evaluatetechnology will remain essential for future leaders.References [1] J. E. Thistlethwaite et al. “The effectiveness of case-based learning in health professional education. A BEME systematic review: BEME Guide No. 23”. In: Medical Teacher 34.6 (2012), e421–e444. DOI: 10.3109/0142159X.2012.680939. [2] K. M. Bonney. “Case Study Teaching Method Improves Student Performance and Perceptions of Learning Gains”. In: Journal of Microbiology & Biology Education 16.1 (2015), pp. 21–28. DOI: 10.1128/jmbe.v16i1.846. [3] M. Krain. “Putting the Learning in Case Learning? The Effects of Case-Based
Department of Engineering Fundamentals at Michigan Technological University, where she teaches first-year engineering courses. Her research interests include engineering ethics, spatial visualization, and educatio ©American Society for Engineering Education, 2025 Complete Evidence-Based Practice: Iterative Driven Competency-Based Assessment in a First-Year Engineering Computation ModuleIntroductionIn our connected world, engineers must possess a strong foundation in applied computation.Daily engineering decisions rely on data analysis, which necessitates the use of computationaltools. This work investigates the transition from manual grading to a competency-basedautomated grading system for introductory
evaluatewhether students’ collaboration with generative AI tools reflects their proficiency in the technicaldomain and provide further insights into how to best prepare students for the rapidly evolvingworkplace.Lastly, it is important to acknowledge the concerns and risks associated with using generative AI,which were a limitation in this study. Some issues were taken into consideration; for example,students were expected to critically examine the responses and refine them based on keyprinciples and concepts of the technical field to eliminate any inaccuracies or oversights.However, other aspects, such as ethical use, bias, and data privacy, were beyond the scope of thispaper. These elements should also be addressed as part of student training on
required to ensure ethical data collection, storage, andprocessing. Mishandling user data can lead to privacy breaches, undermining trust in the system.Adaptability to Evolving Threats − Phishing tactics constantly evolve, making it difficult for static rule-based systems to remain effective. Attackers continuously refine their methods to bypass detection,necessitating a system that can dynamically learn from new threats and adapt in real time. Regular updatesand AI-driven improvements are crucial for maintaining robust phishing detection. These challengeshighlight the need for a more advanced, adaptive approach that integrates multilingual NLP, strong dataprivacy safeguards, and continuous learning mechanisms to effectively combat phishing
defense contractor to develop advanced ceramic materials, radar, and novel electronic fabrication methods applied to the development of guided munitions, electro-optic imaging systems, and medical devices. At GVSU he created and maintains electronic prototyping courses and co-created the School of Engineering’s professional ethics curriculum. Karl received his Ph.D. in Applied Electromagnetics from the University of Michigan. ©American Society for Engineering Education, 2025 Tuition Equity: Adverse effects of tuition policy on engineering studentsAbstractWhile there has been much research addressing the equity of college access, the equity of tuitionand fees have been less studied. Despite efforts
through leadership training, ethical grounding, and exposure toarts and culture, ensuring our graduates are well-rounded innovators and leaders. As a work inprogress, the authors will continue efforts to conduct an effective assessment of studentoutcomes, incorporating more quantitative data, such as the number of students participating infield trips, coursework, and senior design projects. Additionally, interviews with former studentsregarding their internships and involvement will be included. A change model applicable toLeTourneau University’s business model will also be introduced and implemented. Invitation for Future CollaborationThe authors propose three key aspects for companies and educational institutions
explored the chemical,ethical, physiological and economic dimensions of a (simple) question: Why do we eat what weeat? The students completed projects on subjects ranging from hunger in Worcester tocontrolling fertilizer runoff. Power the World focused on the physics, history, and theenvironmental and economic impact of energy technologies. The students completed projectsranging from an energy cost analysis of green roofs and photovoltaic systems for WPI to airpollution in China.This paper will describe the final student projects as well as the smaller projects and activitiesdesigned to help students develop the intellectual skills needed for research and professionalwork, including clear, succinct writing, oral presentation, pair and small group
provided the crucial know-howin developing the online database that connected our hardware and software application. TheTechnology and Ethics course brought up the realization that there are many privacy issuesassociated with this technology, and its regulated use would help set up a positive technology.The project has widened the scope of learning and knowledge in the electronics and computerfields for the team members. The project also helped the group to develop higher levels ofknowledge by learning totally new items that were not covered during the course work (forexample, the different types of RFID tags and their applications).XI. ConclusionThis paper described the design and successful implementation of a senior project titled “RealSpace
desired to undesired effects, ourprofession educates future engineers who will continue to aggravate the above problems. Theseresult in ways of life that are uneconomic, socially non-viable, and environmentallyunsustainable. Like other specialists, engineers are obliged to delegate responsibility for theconsequences of their actions to other specialists, thereby leading to a corresponding end-of-pipeprofessional ethics. Similarly, the protection of the public interest has been reduced to ensuringreliable and relatively safe performance while delegating the responsibility for the consequencesto others.Preventively-Oriented Engineering EducationFrom the above diagnosis flows a prescription of how the engineering profession could giveleadership in
.)” 9 2015 ASEE Northeast Section Conference On the cross-cultural level they had to demonstrate society and cultural understanding to embrace diverse view-points including “an understanding of the ethical dimensions and business norms” and had to apply “norms effectively (in a specific industry, context, and country.)” Furthermore they definitely had time throughout their five years of learning the German language and taking German culture and history classes as well as conducting their research and internships in a German environment, to develop “an international/ global perspective”; after their year abroad they will furthermore “possess fluency in at least two languages.” The fact
happened! All the faculty researchers expressed satisfaction withthe output from the five student projects. The students rose to the occasion in most casespresenting substantial contributions to the research efforts. Opportunity to include discussionson ethics presented itself, especially in tracking the project budgets. Each team was provided a$100 budget. Several teams built prototypes. The mechanical and electrical lab supervisors alsospent time with these novice team members - novice in that they had not yet had courses thatfamiliarize them with the mechanical and electrical equipment and lab capabilities at the college.Provided in Table 2 below is a list of the five research projects topics, as well as the students’initial descriptions
of professional ethics and codes of conduct; Communications skills, particularly across international boundaries; Early involvement with industry through externships, internships, co-op programs; Transnational mobility; Team leadership.Technical skills: Research ability on engineering in a global context; Analytical skills to gather, analyze and interpret data; Ability to use state-of-the-art software packages and design suites; Technical excellence with system design emphasis; Ability to be a life-long learner and self-teach the subjects that will have significant impact on future employment
university-based and consulting efforts have led to over $40M in funding for projects to support initiatives in STEM and changes to policies and practices of global engineering organizations. Pearson is a registered Professional Engineer, an ENVISION® Sustainability Professional, and a Commissioner on ABET’s Engineering Accreditation Commission. Among her awards and honors are ABET’s Claire L. Felbinger Award for Diversity and Inclusion, ASCE’s Professional Practice Ethics and Leadership Award, the Society of Women Engineers’ Distinguished Engineering Educator Award, the UT System Regents Outstanding Teaching Award, and ASCE’s President’s Medal, one of the highest honors awarded in this global organization of over
education. Her main research interests include Improving engineering students’ learning, innovative ways of teaching and learning, and how artificial intelligence can be used in education in a creative and ethical way.Ms. Amanda Kate Lacy Amanda Lacy is a PhD student at Texas A&M University in the department of Computer Science and Engineering. Her interests are broad, with an emphasis on applying computing to promote access to information and spaces, both virtual and physical. She holGene Sung-Ho Kim, Stanford UniversityDr. Gibin Raju, Texas A&M University Gibin Raju is a Postdoctoral Researcher at Texas A&M University in the Department of Multidisciplinary Engineering. He completed his Ph.D. in Engineering
helpful for the new assessmentprocess piloted for UPSILON and to accommodate the scheduling and constraints of the directorand staff to accommodate changes in the program schedule.Considerations for Focus GroupsWhen planning and conducting the focus groups, several key considerations were addressed toensure a supportive and productive environment. We reviewed relevant literature on focus groupmethodologies and consulted with facilitators who had experience working with similaraudiences [20], [21]. The protocol used for the focus groups is available upon request.Given the age of the participants and the sensitive nature of discussing gender and racial issues,certain ethical considerations were paramount. It was important to create an environment
scheduled to discuss the program. Although the CS program at NU had a set ofProgram Learning Outcomes, it was decided to adapt the ABET proposed students outcomeswith some revisions. A set of Program Educational Objectives was also developed by theadvisory board and was integrated into the CS program and queued for assessment. The originalCS program was not compliant with ABET Criterion for curriculum; it lacked math and sciencecomponents. It took about a year to revise the curriculum and took it through appropriateuniversity committees for approvals. The revisions consisted of development and addition of alecture and lab course in Scientific Problem Solving as well as courses in Linear Algebra,Probability and Statistics, Computer Ethics, and
incorporated to improve the project and quality of student learning.ABET Accreditation Criteria for Engineering programs require that accredited engineeringprograms demonstrate students have “an ability to design a system, component, or process tomeet desired needs within realistic constraints such as economic, environmental, social, political,ethical, health and safety, manufacturability, and sustainability,” and “an ability to function onmultidisciplinary teams” 1. The integrated and collaborative learning environment provided bythe type of applied project used in this course can help prepare students to address problemsolving to meet desired needs within realistic constraints while developing their awareness ofcommunity needs.Active learning
, including ethical, legal, security and global policy issues Recognition of the need for an ability to engage in continuing professional development Ability to use current techniques, skills, and tools necessary for computing practicesCurriculum and course mappingThe following table identifies courses that are relevant to BigData. Tech topics cited in the Relevance in BigData context Course Map (90:_) ACM CC 2008 (see Table 2 for titles of course numbers) The World Wide Web Common Web GUI for BigData
provided by their faculty advisors. One example of this feedbackincludes requests by faculty to train students about plagiarism and ethics in publishing. In fact,the Writing the Literature Review workshop was developed as a direct response to anoverwhelming request by faculty for this type of training for the engineering graduate students.ConclusionAnecdotal evidence for the series’ success is strong. During the 2013-2014 academic year, moststudents who have completed the series won ‘best thesis’ and ‘best dissertation’ awards as wellas received graduate fellowships and financial prizes. One graduate student, upon taking theseworkshops, had her technical report published35. Several attendees have requested referenceconsultations or other
SkillsIntroduction:Global healthcare immersion is challenging for undergraduate biomedical engineering (BME)students due to travel, costs, and logistics. Yet ABET now requires that undergraduates developthe “ability to recognize ethical and professional responsibilities in engineering situations andmake informed judgments, which must consider the impact of engineering solutions in global,economic, environmental, and societal contexts.” Experiences abroad expose students to diverseclinical settings, constraints, and cultural perspectives, boosting problem-solving skills forequitable healthcare solutions. However, many programs rely on short-term extracurriculars,internships, or small capstone cohorts, making large-scale foreign immersion infeasible. Tosupport
Foundation General Chemistry I (CHEM 105), Physics (PHYS 220, 221) Engineering Core Introduction to Engineering Design (ENGR 190), Thermodynamics (ENGR 200), Statics (ENGR 260), Dynamics (ENGR 261), Electrical Circuits I (ENGR 251) General Education 30 credits including English Composition, Public Speaking, and Ethics Implementations Features Category Details Junior Status Guarantee Students receive junior status upon
over time. Also, a comparison between construction and relevant programs (e.g.,architecture, civil engineering, etc.) may highlight similarities and differences. The findingsdiscussed in this paper provide valuable insights for construction education programs andindustry stakeholders. By addressing gender-specific factors in recruitment, retention, andsupport strategies, programs can work towards creating a more diverse and inclusive learningenvironment and, ultimately, a more balanced workforce in the construction industry.References[1] T.-D. T. Nguyen, "Gender Gap in College Enrollment," Encyclopedia of Business and Professional Ethics, pp. 955-957, 2023.[2] S. Cheryan, S. A. Ziegler, A. K. Montoya and L. Jiang, "Why are some STEM fields