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  1. Free, publicly-accessible full text available December 31, 2024
  2. Students with disabilities (SWDs) and neurodiverse students are underrepresented at all points along the educational pathway in engineering. One potential entry point for engaging SWDs and broadening future participation in engineering is through the role of stakeholder in engineering design challenges, and specifically during high school, which is a crucial part of the pathway to engineering. High school teachers and students engaged in Engineering for US All (e4usa) have completed several engineering design projects involving SWDs as stakeholders. These projects represent a human-centered approach to engineering that emphasizes a comprehensive understanding of stakeholders. This work in progress will present results from surveys completed by e4usa teachers and students who have engaged in disability-centered engineering design challenges, with SWDs serving as the stakeholder to understand their experiences. Additionally, SWDs serving as stakeholders and those that support them (e.g., special education teachers, paraprofessionals, related service providers, families) will be interviewed about their experiences engaging in their project. Potential implications of the research findings include the impact of engaging SWDs in engineering design, especially as it relates to increased knowledge of general education teachers and students about inclusive practices and supports (e.g., evidence-based practices, alternative communication strategies, prompting). Additionally, the outcomes may contribute to efforts to broaden the participation of SWDs in engineering. Doing so, will help support the e4usa mission, which aims to demystify and democratize the learning and practice of engineering by increasing engineering literacy for all and expand opportunities for those traditionally underserved and marginalized in engineering to pursue careers as engineers and expand the STEM workforce pipeline. 
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    Free, publicly-accessible full text available June 1, 2024
  3. As part of the e4usa curriculum, a MATLAB model has been developed and implemented in order to cultivate engineering and computational thinking skills in high school students. The MATLAB model uses a live script that allows students to interact with sliders and dropdown menus to change parameters on a water filtration model. With computational skills increasingly in demand, the literature suggests that adding computational thinking and coding skills as a new form of literacy is crucial for preparing future engineering professionals. Additionally, to ensure that students are better prepared by the time they reach their post-secondary studies, early exposure to computational thinking skills has valuable implications. In this fundamental paper, we describe outcomes resulting from students' interactions with MATLAB in e4usa. The mathematical model allows the students to analyze the effects of different filtration materials, impurities to be removed, length of the water filter, and the space between particles in their filtration material. Using at first a mathematical model rather than testing physical materials will allow them to learn more about their potential filtration materials so that they may make more informed decisions about which filtration materials they want to select for their design and use in the prototype that they build and test. With that said, we focus on student outcomes in this design activity. We hypothesize that this modeling activity prior to design may reduce the time spent in physical testing as well as the volume of materials consumed. Additionally, we are inquisitive about the impact that it has on the subsequent design activities compared to previous semesters where this lesson was taught, where it was observed that students spend a considerable amount of time trying out different materials. As part of our data, we have collected teacher data from surveys, pre and post-responses about their expectations, attitudes, and perceived value of implementing the MATLAB model in their classrooms, class observation data from at least two schools where we noted the interactions between the teachers and students, and teacher and student focus groups at the end of the semester where we expect to collect richer data from these two groups that will allow us to triangulate data collected from surveys and classroom observations. 
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    Free, publicly-accessible full text available June 1, 2024
  4. Very little research has been undertaken to better understand the experiences of transgender and gender nonconforming (TGNC) students in engineering. This paper aims to provide quantitative perspectives from this underrepresented and largely ignored population when participating in a pre-college engineering course. Pre and post-surveys were given to all e4usa students during the 2021-2022 school year. Surveys aimed to capture pre-college engineering student perspectives of the e4usa course. Data were analyzed using t-tests, and multi-linear regression. Results from the t-tests found that the relatively small sample of TGNC students (n = 9) reported lower levels of interest in engineering and intentions to pursue engineering after taking this course relative to their peers. A deeper understanding of TGNC student experiences in the e4usa course will help to improve the course, while also exposing the policies and practices in the field of engineering that continue to marginalize these students. 
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    Free, publicly-accessible full text available June 1, 2024
  5. This work explores the experiences of administrators supporting teachers in the [redacted] program which emphasizes broadening participation in engineering at the high school level. In order to understand how efforts to broaden participation can leverage multiple levels of the school system, this work sought to identify the experiences of administrators. Two rounds of convenience samples of administrators in public and independent schools occurred in spring and fall of 2022. This recruitment led to two focus groups (with both public and independent school administrators) and a single administrator interview (independent school). During these conversations, administrators were asked to reflect on the implementation of the [redacted] program at their school, their personal experiences with this process, and barriers or suggestions in expanding this program both locally and more broadly. The transcripts of these interviews and focus groups were analyzed using descriptive coding (Saldaña, 2014) by two researchers. The researchers then met and compared codes to ensure inter-rater reliability with a percent agreement above 90%. During this process the codes were categorized and then emergent themes were identified. The findings indicate that administrators have a range of personal experience with implementing this engineering program, and that often these experiences were reported as a benefit to the entire school. For instance, administrators often referred to connections made to local universities by or as a result of the program, which then served as a positive outcome for the school at large. This suggests that a multifaceted approach to implementing engineering courses at the high school level which includes curriculum as well as human connections is seen as a benefit by administrators. Administrators also refer to the coursework and teacher actions as supporting the goal of broadening participation by speaking about specific engineering projects that engage a variety of learners, mostly through the type of project employed within the course. Finally, the administrators identified potential barriers to implementing engineering programs on their campus, with most barriers relating to teacher staffing issues, such as the need to engage in professional development to train these teachers externally. The themes that emerged from these various administrators perspectives provide an understanding of how to approach broadening participation through leveraging the role of administrators and how to encourage communication within the school system to create more access for students both to enroll in the engineering courses and to see a future self within engineering. 
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    Free, publicly-accessible full text available June 1, 2024
  6. Introduction Despite years of research and practice, there remains a need to broaden participation in engineering. The NSF-funded research study [PROGRAM] addresses this issue by providing engineering curricula and professional development for high school teachers. [PROGRAM] also engages in building and maintaining a Community of Practice (CoP). The CoP model allows for strategic partnerships to create lasting connections between high schools and various community partners. Community partners include stakeholders such as school counselors, school administrators, district officials, parents, university liaisons, community liaisons, and industry representatives that cultivate a local ecosystem to support students and teachers in this pre-college engineering education initiative. Since the roles and responsibilities of community partners vary, this paper focuses on one type of partner: university liaisons. Within the CoP, university liaisons voluntarily commit their knowledge and expertise to support high school teachers during professional development and curriculum implementation. Each liaison typically supports up to two high schools. Liaisons also engage with each other via Slack, an online communication platform. Objective Our paper examines how university liaisons engage with the CoP in [PROGRAM]. The goals of this study are to: 1) Capture aspects that are currently viewed as exciting or challenging for university liaisons, and 2) Understand ways in which [PROGAM] could facilitate further involvement of these university liaisons in the CoP. Methods After obtaining IRB approval, we conducted virtual focus groups with five liaisons from distinct universities who work with eight [PROGAM] schools. Two focus groups averaged 60 minutes long; liaisons discussed their relationships with their partner high schools, resources through [PROGRAM], and education and outreach at their universities. The semi-structured format of the focus groups allowed liaisons to respond to each other and elaborate on their thoughts in a casual atmosphere. The focus groups were recorded and two coders are currently analyzing the transcripts. Results Analysis is ongoing. Initial findings suggest that university liaisons enjoy the experience of engaging with high school teachers and students, especially when they can bring students to campus and share their institutions’ engineering programs. As a proposed program change, liaisons are interested in more structure to the CoP. For example, high school teachers currently meet virtually as small groups for scheduled check-ins; university liaisons expressed interest in a similar monthly meeting to discuss their experiences and share resources and recommendations with other liaisons. Conclusions This paper evaluated the perceived experience of university liaisons in a CoP within [PROGRAM]. Findings provide direction on the best way to support current and future liaisons. These results may also be applicable to other programs that aim to cultivate lasting relationships between K-12 educators and postsecondary institutions. 
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    Free, publicly-accessible full text available June 1, 2024
  7. The coronavirus (COVID-19) pandemic forced a rapid transition of K-16 education to remote and online learning in the final quarter of the 2019–2020 school year. The disruption was extreme for all teachers in K-12 but particularly for teachers involved in pilot programs, such as the NSF-funded Engineering for Us All (e4usa) project. This paper reports the key findings obtained through systematic data collection from a pilot cohort of high school teachers who adapted a brand-new engineering curriculum during the COVID-19 pandemic, students who experienced the adapted curriculum, and a new cohort of teachers who were tasked with teaching the updated curriculum. 
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    Free, publicly-accessible full text available May 1, 2024
  8. Pre-college engineering education still struggles to implement curricula that engage a diverse range of students. Engineering for US All (e4usa) aims to fill this gap through a course that demystifies engineering while catering to a broad range of students. This paper examines the influence of the e4usa course on students’ engagement with engineering design, and their understanding of engineering as a potential future educational and career pathway. Focus group sessions were conducted with students from 12 participating schools during the 2020-21 school year to examine how their interests and understanding of engineering were influenced by the course. There were four main question categories for the focus groups, including: (1) students’ perceptions of engineering, (2) engagement in the e4usa course, (3) influences of the e4usa course, and (4) experiences as a female in engineering. Focus group data were analyzed using open coding and constant comparison methods. Themes emerged from each of the main question categories, giving insight into students’ experiences in the e4usa course. Understanding student experiences in the e4usa course has the potential to impact the future design of pre-college engineering experiences that can lead to a more diverse engineering workforce. 
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  9. Research prior to 2005 found that no single framework existed that could capture the engineering design process fully or well and benchmark each element of the process to a commonly accepted set of referenced artifacts. Compounding the construction of a stepwise, artifact driven framework is that engineering design is typically practiced over time as a complex and iterative process. For both novice and advanced students, learning and applying the design process is often cumulative, with many informal and formal programmatic opportunities to practice essential elements. The Engineering Design Process Portfolio Scoring Rubric (EDPPSR) was designed to apply to any portfolio that is intended to document an individual or team driven process leading to an original attempt to design a product, process, or method to provide the best and most optimal solution to a genuine and meaningful problem. In essence, the portfolio should be a detailed account or “biography” of a project and the thought processes that inform that project. Besides narrative and explanatory text, entries may include (but need not be limited to) drawings, schematics, photographs, notebook and journal entries, transcripts or summaries of conversations and interviews, and audio/video recordings. Such entries are likely to be necessary in order to convey accurately and completely the complex thought processes behind the planning, implementation, and self-evaluation of the project. The rubric is comprised of four main components, each in turn comprised of three elements. Each element has its own holistic rubric. The process by which the EDPPSR was created gives evidence of the relevance and representativeness of the rubric and helps to establish validity. The EDPPSR model as originally rendered has a strong theoretical foundation as it has been developed by reference to the literature on the steps of the design process through focus groups and through expert review by teachers, faculty and researchers in performance based, portfolio rubrics and assessments. Using the unified construct validity framework, the EDDPSR’s validity was further established through expert reviewers (experts in engineering design) providing evidence supporting the content relevance and representativeness of the EDPPSR in representing the basic process of engineering design. This manuscript offers empirical evidence that supports the use of the EDPPSR model to evaluate student design-based projects in a reliable and valid manner. Intra-class correlation coefficients (ICC) were calculated to determine the inter-rater reliability (IRR) of the rubric. Given the small sample size we also examined confidence intervals (95%) to provide a range of values in which the estimate of inter-reliability is likely contained. 
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