and Human Resources (EHR) and the Division of Human Resource Development (HRD)called for increased accessibility to and diversity of science, technology, engineering, and mathematics(STEM) fields and STEM education to include marginalized and underrepresented people1. In the NSF2022-2026 Strategic Plan, Strategic Goal 1 aims to broaden the participation of the "Missing Millions" orunder-served, underrepresented, and marginalized populations to fully participate in STEM2. Furthermore,the Committee on Equal Opportunities in Science and Engineering (CEOSE) is charged by the UnitedStates Congress to advise NSF to increase the full participation of women, historically underrepresentedracial and ethnic populations, and neurodiverse individuals
: whatperceptions and attitudes related to AI usage contribute to PSTs‘ consideration of it as aneducational tool? Implications are provided in the ensuing discussion.Qualitative FindingsFirst, we analyzed the 26 empirical studies to better understand PSTs’ perceptions of AIintegration into STEM education. This qualitative analysis focused on identifying PSTs’perceptions, experiences, and challenges in considering adopting and implementing AI withinSTEM lesson plans. The results revealed several unique themes that are summarized below.Opportunities and Concerns in AI-integrated STEM educationThe first theme that emerged was the collective agreement among PSTs for more proactive useof AI tools in teaching methodologies. According to Kannan (2022), for
seminars provided them with new information about career fieldsor topics in their career or helped them learn about something they knew nothing about.Comments across the years about these seminars included: ● “Helped clarify my plans for the future.” ● “It was really helpful to see professors who went through similar struggles and took time to get into their field. They gave advice that meant a lot as well.” ● “They introduced interesting new concepts that are beneficial to my career.” ● “Being able to create connections with people outside of my major. In the pumpkin demo, we were able to interact with our presenter and learn some cool stuff at the same time.” Students who indicated that the various seminars were useful
understanding of threads and sockets, by utilizing resources such astutorials and articles. Make sure to revisit the project specifications multiple times, understanding the overarchingstructure and then processing the individual components involved. You could draft a development plan includingevery major step. Start with establishing communication between Manager and the Workers via sockets. Then, buildupon this facility while keeping in mind the need for infrastructure to work on your other tasks seamlessly. Masteringmodularity and sticking to good design principles like SOLID and DRY could enable you to successfully earmark thefault tolerance feature for the last phase of your project. Start the project in the exact order that components havebeen
electrical power is critical. For an Instrumentation Control Systems EngineeringTechnology (ICET) Program at Louisiana Tech University, hands-on projects are consistentlythreaded throughout the curriculum resulting in graduates who can design, plan, research, evaluate,test and implement electrical and electromechanical systems that span multiple engineeringdisciplines.To push the curriculum and its graduates forward, ICET faculty members are empowered tocontinuously develop and improve activities and projects for core courses. In Spring of 2022, asystems-level project was integrated into the sophomore-level Applied Thermodynamics course.A thermoelectric cooling system (TeCS) was developed in-house to allow students to experienceand measure
development of new STEM majors, particularly in emerging fields such asengineering, computer science, and information technology, emerges as imperative for fosteringSTEM growth at Keiser University. Addressing these challenges head-on is paramount tocultivating a more inclusive and supportive environment that empowers all students to pursue andpersist in STEM disciplines.As it is clear from tables 3 and 4, the major drawback are the retention and graduation rates forboth STEM and non-STEM majors. . In order to address the issue, a comprehensive mentoringplan will be the developed in the coming year.The proposed mentoring plan utilizes the mentors (a) To serve in an academic support role inwhich they will provide one-to-one or very small group
. In addition to the baseline survey results, we will present example lesson plans,worksheets, class assessments, and an example physical model to illustrate how abstraction willbe used in the classroom. Future directions for this project will also be discussed.Introduction and literature reviewThis paper describes a work-in-progress that examines the potential for explicitly teachingproblem abstraction in statics classes to improve students’ self-efficacy and future-orientedmotivation. The paper presents a brief overview of the backgrounds and motivation and thendescribes progress made in course development, instrument development, and baseline data fromtraditional statics classes.Sophomore level engineering science courses, e.g. statics and
of complexity. Jonassen definedproblem solving as “a goal-directed sequence of cognitive operations” essential for everydaysituations [1-3]. In engineering courses, problem solving is a multi-step process in whichstudents need to understand the problem, determine which equations and principles are necessaryto solve the problem, devise a plan to solve the problem, execute the plan, and verify that thesolution is correct. Depending on the complexity of the problem, a problem can have one ormultiple solutions. Story problems, also known as word problems, are the most common form ofproblem solving in formal education [2, 3]. Story problems contain a quantitative problemembedded in a narrative or story.Metacognition refers to the processes used
quality and usefulness, including howISPeL compared to other forms of instructional delivery, particularly PowerPoint. The survey alsoincluded open-ended items for students to make improvement recommendations.For the second survey, we collected student feedback from a two-week mini-course embeddedwithin a one-semester course on special topics in engineering, in which robotics topics weredelivered via ISPeL 21 . The survey for the mini-courses was designed to gather student feedbackon their course experiences in general 22 and its effect on their interest and motivation in roboticsand future career plans. Because the study is inspired by Self-Determination Theory 20 , weadapted course evaluation items that have been used in previous studies with a
that it has prompted analysis of its effectiveness. Strawderman et al. noted that theS-STEM program didn’t seem to attract students who were not already planning to attend theinstitution, but it did shift their interest in majors [9]. When evaluating why students who wereoffered the scholarship were not recruited, Jones et al. noted that some students were offeredmore money by other institutions or didn’t have the institution as a first choice [12].2.3 S-STEM Program at WVU Tech: OverviewIn March of 2021, WVU Tech was awarded a Track 1 S-STEM project. The project targets low-income Electrical and Computer Engineering (ECE) and Computer Science and InformationSystems (CSIS) students. The overarching goal of WVU Tech’s S-STEM Track 1 project
studies should be done to compare students’ performanceduring several semesters with and without the use of GAI tools, particularly isolating differentcourse assessment components where the student’s performance metrics were most influenced byGAI use. Also, as ethical concerns surrounding GAI persist, future studies should delve deeperinto the issues of AI-assisted plagiarism, algorithmic bias, transparency, equity, data privacy, andsecurity in engineering education learning and instruction.References[1] “What is Instructional Design? | ATD.” Accessed: Jan. 18, 2024. [Online]. Available: https://www.td.org/talent-development-glossary-terms/what-is-instructional-design[2] “MagicSchool.ai - AI for teachers - lesson planning and more!” Accessed
motivated low scores for other items related to group dynamics (e.g., opportunitiesfor social activities, organized group activities/field trips). This was supported by feedback froma participant in Year 1 to an open-ended question asking what they would change about theprogram. This participant noted: • "I wished there were more organized team building activities. It was honestly pathetic how easily we got mad at each other for different views or beliefs and then let that divide the group."To improve the group dynamics of the Year 2 cohort, additional team-building activities wereadded prior to traveling to Brno and further social/cultural activities were planned for the time inthe Czech Republic. Pre-Travel: In Year 1, it
its purpose and value is crucial. Thus, establishing how badges serve as a solution to an instructional or curricular problem must be communicated to faculty and students from the beginning of the implementation process. Additionally, the FSBPI suggests that demonstrating to faculty and students how badges can be shared externally may foster a broader understanding of their value. Finally, to guarantee the success, sustainability, and potential scalability of the badge architecture, the FSBPI recommends designing and incorporating a comprehensive evaluation and a revision plan. This plan must include instructors and teaching assistants (TA) continuous training to ensure grading consistency
can bring to a project 13. I appreciate the value that individuals with different strengths bring to a team 14. I recognize that people with different backgrounds from my own might have better ideas than I do 15. I am willing to learn from others who have different areas of expertise 16. I recognize the importance of other fields even if I don’t know much about them 17. I am willing to update my plans in response to new information Factor 3: Interest (In) 18. I tend to get involved in a variety of activities 19. I enjoy being involved in a variety of activities 20. I participate in a wide range of hobbies Factor 4: Altruism (Al) 21. The idea of tackling society’s biggest problems does not motivate me (reverse
(Student Learning Outcomes) using abachelor's and master's ACCE accredited Construction Management program based in the NewEngland region. However, the authors had to exclude the ABET evaluation due to time constraintsand a lack of data from the selected university. They plan to include it as a future expansion of thisresearch, with collaborative opportunities from other universities.The goal of the paper is to create a framework for XR (extended reality) that can be utilized byeducators in AEC (architecture, engineering, and construction) institutions to implement XR-basedactivities. These activities can assist in evaluating the student learning outcomes (SLOs) necessaryfor ACCE accreditation. The XR-SLO framework will provide educators with a
historical example, create or selectlearning objectives and design exercises to help students identify inequities created byinfrastructure, understand the historical context of that infrastructure, and plan for solutions thataddress the remediation of infrastructure inequities. As the framework is being developed, theauthors are testing its effectiveness and adaptability by creating lessons based on case studies.The framework as well as the lessons created will be available through the CIT-E Canvas page toall interested instructors.IntroductionThe Center for Infrastructure Transformation and Education (CIT-E, pronounced “city”) is acommunity of practice (CoP) for those interested in supporting and improving the scholarship ofinfrastructure education
transfer students.The study found that transfer students receiving formal information literacy instruction weresignificantly more confident conducting research. It is important to note that while transferstudents did not mind being singled out as a group, they preferred to learn about the library in asmall group setting, rather than in a classroom setting. Further, the results indicated thatinformation literacy instruction did not impact the students’ sense of belonging at their newschool or connectedness.The existing literature conveys there is a need for information literacy instruction for transferstudents. However, the next logical planning point is determining who in the library would beresponsible for this population. Some libraries will
need for environmental scientistsand engineers to integrate nature as a key component of solutions while developing innovativesolutions to complex environmental problems. The need to use nature in environmental problem-solving is epitomized by investment of $8 billion to restore the Kissimmee River in Florida to itsoriginal state after it was straightened to canal 30 years ago [9]. In another example, the City ofColorado Springs recently publicized its plans to spend $460 million over two decades in itsstormwater infrastructure, maintenance and education programs [10]. Evidences suggests thatecological intensification of agriculture, an integration of nature into environmental solutions,can help sustain agricultural production while minimizing
or “street race and gender,” the race and gender that society assigns to an individual inmundane, everyday societal interactions in describing participants as Black and non-Black andman and woman [9]. Three participants were Black; five were non-Black. Two participants weremen; six were women.Data Collection and AnalysisToward the end of the second year of the project (the first year was a planning year), weconducted open-ended, semi-structured interviews with project team members who each servedon at least one of the six teams. We attempted to capture a variety of team member experiencesand perspectives, including those from practitioners outside of academia. The full interviewprotocol contained 19 questions. The four interview questions we
readouts for monitoring pivotal parameters crucial to plant health and maintenance, such assoil moisture, light intensity, and nutrient levels, epitomizing the project's innovative fusion ofbotanical expertise with contemporary engineering solutions.The fabrication of the Thurman Botanical Tapestry entailed meticulous strategic planning andprecise execution. Commencing with the selection of a spectrum of resilient and aestheticallypleasing Aroid plants, the project's structure was meticulously engineered to accommodate thevaried growth habits of these botanical specimens while seamlessly incorporating cutting-edgesensor technologies. These technological enablers played a pivotal role in real-time monitoringof critical environmental parameters
needed. This was to be used by the school's dive team for as longas possible. The team originally planned to use Arduino for cost savings, but ended up using aclick PLC for the increased robustness. This case study investigates if the team made the bestdecision.Once again, appropriate weights for each of the categories were determined, summing to 100: ● Expense - with a total budget of $5,000 expense was important, but did not need to be minimized, so it was weighted as 20. ● Availability - while this product does deal with safety and excessive downtime is not desired, the team successfully competed for decades without it, so availability is not critically important, as long as it is not likely a part would become
majors.This class has been taught for four years although the first two years were impacted by COVID.As a result, this class is just starting to reach steady-state in terms of its content. Futureassessment will consider the achievement of our student learning outcomes. In addition, forstudents who plan on an engineering major or minor, we will look at the impact of this class onretention in the program. For students who are outside of the engineering program, we willexplore how this class has affected their acquisition of engineering skills and an appreciation forthe importance of engineering.IntroductionUniversity of North Carolina at Chapel Hill is comprehensive university that does not have aschool of engineering, but our Department of Applied
paper, and can be used to identify appropriate inclusion and exclusioncriteria for future full systematic reviews [15].With engineering leadership as a relatively nascent field and engineering design’s obvious placewithin the actions of the engineering profession, the researchers planned to embark upon twoscoping literature reviews. One review was to explore what previous work has identified relativeto engineering leadership competencies and the second review would explore the previousresearch related to engineering design competencies. The resulting search found that a systematicliterature review had been recently completed for the engineering leadership domain [16], as isfurther described in the next paragraph. We decided to use this pre
blocks to be gathered and classified by the robot. C) Map of the final project line following the course.Labs and ActivitiesThis interface was used for all the labs in this course. The activities where this interface providedthe greatest benefit were those requiring continuous streaming of sensor data. For example, theSimultaneous Localization and Mapping (SLAM) module went over the basics of that field andintroduced ultrasonic range sensors. Students were able to stream ultrasonic sensor data whilewalking about the classroom to see how this sensor could be used for obstacle avoidance. TheQuadrotor Control and Path Planning Module introduced the idea of simultaneous sensorimotorloops, allowing students to draw
andpromising trends in education is the “edutainment” concept, which combineseducational content with entertaining activities so, the participants learn while havingfun.The program proved its flexibility as it was adapted to various locations, number ofparticipants, and time intervals. The paper will present the continuation of the program,the new results, and the plans for future expansion of the program to reach a broaderrange of participants.IntroductionExtensive evidence supports the effectiveness of instructing engineering students inspatial visualization skills, leading to improved outcomes. Research, spanning from theearly 1990s onwards, has consistently shown that practicing and training in spatialvisualization enhances performance in
) Creating Innovative Sustainable Materials, 2) Digital Construction, 3) BIM and VDC, 4) Virtual Testing Lab, 5) Construction Education, and 6) Sustainability.Dr. Sandeep Langar, The University of Texas at San Antonio Dr. Sandeep Langar is an Assistant Professor in the Department of Construction Science in College of Architecture, Construction, and Planning at The University of Texas at San Antonio. He received his Ph.D. in Environmental Design and Planning from the CoDr. Tulio Sulbaran, The University of Texas at San Antonio He received his Ph.D. in Civil Engineer from Georgia Institute of Technology with concentration in Construction Management with a minor in Computer Engineering and strong statistical background. He
to teach concepts in assembly, robotics, density,manufacturing and path planning. Students interacted wearing a 3D HMD or headset and controllers fornavigating and picking up objects, etc. In figure 2, a student can be seen interacting with such a medium usinga Vive platform. Fig. 2. A student seen wearing a 3D Vive headset interacts with an immersive VLE.Researchers have reported that children with autism learn best using Applied Behavior Analysis (ABA) [33,34]. In this learning approach, positive reinforcement, is considered the most effective method to teach anindividual a desired behavior [35, 36When participants perform desired learning behaviors, they are rewarded.When a child performs a desired action, it is
student in Mechanical Engineering at The University of Texas at Austin. Her master’s research focuses on disability accommodations in engineering classrooms and will produce a research-backed facilitation for faculty to navigate relationships with their disabled students. She plans to complete her PhD research in biomedical acoustic applications. She has a B.S. in Integrated Engineering & Humanities from Lehigh University.Dr. Karina Ivette Vielma, The University of Texas at San Antonio Dr. Karina I. Vielma is a first-generation college student who dreamed big. As the eldest of five children, Dr. Vielma became very resourceful, attributing her skills to growing up in poverty. Her parents had high expectations for
qualitative case study research design and identifies the successes andchallenges of institutionalizing a successful NSF-funded S-STEM recruitment and retentionprogram. Institutionalization of successful educational programs is a goal of many NSF-fundedprograms. Reflection and critique of the institutionalization of our program will provide criticalinsights for similar programs on planning their institutionalization and contribute to theunderstanding of the institutionalization process, timeline, and effort areas. Throughout a“COVID-interrupted” 7-year period, this NSF-funded S-STEM program implemented research-based student success and retention strategies to serve 90 students and provide scholarshipsupport to 42 students. As programmatic elements
as part of this project which included: Select the location they recommended where the drone system would be located Discuss the impact of the selected location on their aspect of the project Determine rules for their teams Develop design specifications for their part of the project Produce at least three different concepts Select their preferred concept with sufficient justification Conduct a preliminary literature search Present the initial design concept to the class Complete the FAA drone training certificate training Select which drone or power generation equipment to purchase List any special tools that might be needed Developing a testing plan with metrics and an