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1. Co-Constructing and Sharing STEAM Knowledge through a Culturally Relevant Literacy-Based Early Childhood School-University Partnership

   Caudle, Lori; Harper, Frances K.; Quinn, Margaret; Greene, Darelene (January 2021, Proceedings of the 2nd International Conference of the Journal Scuola Democratica)

   null (Ed.)

   Through school-university partnerships that situate learning within culturally relevant educational experiences, faculty, preservice teachers, and school-based educators are able to co-construct and share scientific knowledge. This knowledge consists of pedagogical content knowledge and funds of knowledge that include both knowledge and skills developed in cultural context that have evolved historically. In early childhood education, culturally relevant Science, Technology, Engineering, Arts, and Mathematics (STEAM) learning experiences are particularly important for young children's cognitive and social emotional development. This paper describes how intentional co-planning and collaboration to celebrate the US Read across America Day provided over 100 preschool children in eight classrooms with access to STEAM lessons virtually led by university preservice teachers in partnership with educators in the school. These activities engaged children in exploring art, computer science, physical science, engineering, and mathematics within the context of a culturally relevant version of the fairy tale Goldilocks and the Three Bears. Lessons implemented as part of school-university partnerships support Black and Latinx children's development of a sense of belonging in STEAM. Further, these experiences enhance teacher candidates' abilities to engage in culturally responsive STEAM teaching while receiving ongoing guidance and education from university faculty and school-based educators. Teacher education programs within higher education institutions should embrace school- university partnerships as contexts for the development of shared scientific knowledge and discourse since the benefits are twofold. First, children and teachers gain access to, and engage with, innovative STEAM experiences. Second, preservice teachers learn culturally relevant research-based instructional strategies through university coursework situated in authentic learning experiences; thus, their learning as teacher candidates is enhanced through planning, implementation, evaluation, and critical reflection. 

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2. Enabling Data Science Education in STEM Disciplines through Supervised Undergraduate Research Experiences

   Banadaki, Yaser (June 2022, Proceedings ASEE annual conference)

   Data Science plays a vital role in sciences and engineering disciplines to discover meaningful information and predict the outcome of real-world problems. Despite the significance of this field and high demand, knowledge of how to effectively provide data science research experience to STEM students is scarce. This paper focuses on the role of data science and analytics education to improve the students' computing and analytical skills across a range of domain-specific problems. The paper studies four examples of data-intensive STEM projects for supervised undergraduate research experiences (SURE) in Mechanical Engineering, Biomedical science, Quantum Physics, and Cybersecurity. The developed projects include the applications of data science for improving additive manufacturing, automating microscopy images analysis, identifying the quantum optical modes, and detecting network intrusion. The paper aims to provide some guidelines to effectively educate the next generation of STEM undergraduate and graduate students and prepare STEM professionals with interdisciplinary knowledge, skills, and competencies in data science. The paper includes a summary of activities and outcomes from our research and education in the field of data science and machine learning. We will evaluate the student learning outcomes in solving big data interdisciplinary projects to confront the new challenges in a computationally-driven world. 

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3. Enabling data science education in STEM disciplines through supervised undergraduate research experiences

   Yaser Banadaki (July 2022, American Society of Electrical Engineers (ASEE) Annual Conference Proceeding)

   Data Science plays a vital role in sciences and engineering disciplines to discover meaningful information and predict the outcome of real-world problems. Despite the significance of this field and high demand, knowledge of how to effectively provide data science research experience to STEM students is scarce. This paper focuses on the role of data science and analytics education to improve the students' computing and analytical skills across a range of domain-specific problems. The paper studies four examples of data-intensive STEM projects for supervised undergraduate research experiences (SURE) in Mechanical Engineering, Biomedical science, Quantum Physics, and Cybersecurity. The developed projects include the applications of data science for improving additive manufacturing, automating microscopy image analysis, identifying the quantum optical modes, and detecting network intrusion. The paper aims to provide some guidelines to effectively educate the next generation of STEM undergraduate and graduate students and prepare STEM professionals with interdisciplinary knowledge, skills, and competencies in data science. The paper includes a summary of activities and outcomes from our research and education in the field of data science and machine learning. We will evaluate the student learning outcomes in solving big data interdisciplinary projects to confront the new challenges in a computationally-driven world. 

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4. Students’ implicit epistemologies when working at the intersection of engineering and the arts

   https://doi.org/10.1186/s40594-021-00289-w  

   Cruz, Joshua; Bruhis, Noa; Kellam, Nadia; Jayasuriya, Suren (December 2021, International Journal of STEM Education)

   null (Ed.)

   Abstract Background This paper explores the epistemologies and discourse of undergraduate students at the transdisciplinary intersection of engineering and the arts. Our research questions focus on the kinds of knowledge that students value, use, and identify within an interdisciplinary digital media program, as well as how they talk about using these epistemologies while navigating this transdisciplinary intersection. Six interviews were conducted with students pursuing a semester-long senior capstone project in the digital culture undergraduate degree program in the School of Arts, Media and Engineering at Arizona State University that emphasizes the intersection between arts, media, and engineering. Results Using deductive coding followed by discourse analysis, a variety of student epistemologies including positivism, constructionism, and pragmatism were observed. “Border epistemologies” are introduced as a way to think and/or construct knowledge with differing value across disciplines. Further, discourse analysis highlighted students’ identifications with being either an artist or an engineer and revealed linguistic choice in how students use knowledge and problem-solve in these situations. Conclusions Students in a digital media program use fluid, changing epistemological viewpoints when working on their projects, partly driven by orientations with arts and/or engineering. The findings from this study can lead to implications for the design and teaching of transdisciplinary capstones in the future. 

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5. 3D plants: The impact of integrating science, design, and technology on high school student learning and interests in STEAM subjects and careers

   Arango-Caro, S; Langewisch, T; Ying, K; Arellano_Haberberger, M; Ly, N; Branton, C; Callis-Duehl, K (July 2024, Disciplinary and Interdisciplinary Science Education Research)

   STEM education is often disconnected from innovation and design, where students self-identify as solely scientists, artists, or technophiles, but rarely see the connection between the disciplines. The inclusion of arts (A) in STEM education (STEAM) offers an educational approach where students see how subjects are integrated through learning experiences that apply to everyday, developing personal connections and becoming motivated learners who understand how skills from each subject are needed for future careers. This project addresses both the disconnect between science, design, and technology and how high school students can benefit from innovative learning experiences in plant science that integrate these disciplines while gaining invaluable skills for future STEM careers. We used the Science-Art-Design-Technology (SADT) pedagogical approach, characterized by its project-based learning that relies on student teamwork and facilitation by educators. This approach was applied through a STEAM educational 3D plant module where teams: 1) investigated plants under research at a plant science research center, 2) designed and created 3D models of those plants, 3) experienced the application of 3D modeling in augmented and virtual reality platforms, and 4) disseminated project results. We used a mixed-method approach using qualitative and quantitative research methods to assess the impact of the 3D modeling module on students’ understanding of the intersection of art and design with science, learning and skills gains, and interests in STEAM subjects and careers. A total of 160 students from eight educational institutions (schools and informal programs) implemented the module. Student reflection questions revealed that students see art and design playing a role in science mainly by facilitating communication and further understanding and fostering new ideas. They also see science influencing art and design through the artistic creation process. The students acknowledged learning STEAM content and applications associated with plant science, 3D modeling, and augmented and virtual reality. They also acknowledged gaining research skills and soft skills such as collaboration and communication. Students also increased their interest in STEAM subjects and careers, particularly associated with plant science. The SADT approach, exemplified by the 3D plant module, effectively integrates science, art, design, and technology, enhancing student literacy in these fields, and providing students with essential 21st century competencies. The module's flexibility and experiential learning opportunities benefit students and educators, promoting interdisciplinary learning and interest in STEAM subjects and careers. This innovative approach is a valuable tool for educators, inspiring new ways of teaching and learning in STEAM education. 

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