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1. Impact of Quantum Mechanics-Based Workshops on Developing High School Students' Interest and Intuition in Quantum Information Science

   https://doi.org/10.1109/ISEC61299.2024.10665296  

   Kaushik, Padmanabh; Vu, Nam; Yeung, Crystal; Sorak, Nicholas; Khazaei, Pouya; Azevedo_Cabral, Delmar G; Allen, Brandon C; Venkatesh, Vedit; Boyle, Leah K; Batista, Victor S; et al (March 2024, IEEE)
2. Review of Literature on Quantum Information Science and Technology Programs for High School Students

   https://doi.org/10.1109/QCE60285.2024.20464  

   Darienzo, Michele; Kelly, Angela M (September 2024, IEEE)

   This review of literature critiques recent research (2019-2023) on quantum information science and technology (QIST) programs designed specifically for high school students. Since QIST research and applications are advancing rapidly with an accompanying global demand for QIST workforce development, it is important to understand how high school students may be introduced to QIST concepts and skills early in the academic pipeline. The review identifies best practices for QIST teaching and learning, how prerequisite mathematical skills are addressed, methodological approaches and limitations, as well as QIST practices in high school outreach programs that have not published empirical findings. Implications for practice and future empirical work are discussed. 

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3. Student attitudes toward quantum information science and technology in a high school outreach program

   https://doi.org/10.1103/PhysRevPhysEducRes.20.020126  

   Darienzo, Michele; Kelly, Angela M; Schneble, Dominik; Wei, Tzu-Chieh (October 2024, Physical Review Physics Education Research)

   [This paper is part of the Focused Collection in Investigating and Improving Quantum Education through Research.] With the current growth in quantum information science and technology (QIST), there is an increasing need to prepare precollege students for postsecondary QIST study and careers. This mixed methods, explanatory sequential research focused on students’ affective outcomes from a one-week, 25-h summer program for U.S. high school students in grades 10–12. The workshop structure was based upon psychosocial theories of self-determination and planned behavior, where QIST aspirations may be facilitated and viewed as achievable choices if students acquire disciplinary knowledge, self-efficacy, normative expectancy of their capacity in the field, and awareness of vocational roles. The program featured lectures, demonstrations, and hands-on experiences in classical and quantum physics and quantum computing. Students’ attitudes toward QIST ( $N=77$)—including self-efficacy, self-concept, relevance, career aspirations, and perceptions of quantitative fluency—showed improvement with a medium effect size, even though treatment students entered the program with more positive QIST attitudes when compared with a control group of high school physics students ( $N=65$). Postprogram interviews with $n=12$participants identified several explanatory themes: (i) Students tended to comprehend classical and quantum topics taught through multiple representations, regardless of whether they had taken physics previously; (ii) students experienced some challenges with mathematics and science concepts that support quantum understanding, yet they revealed a willingness to learn new concepts outside of their comfort zone; (iii) students expressed motivation for pursuing science, technology, engineering, and mathematics and/or quantum-related careers in the future, as well as increased QIST self-concept, largely through understanding the relevance of QIST in solving technological problems; and (iv) students reported increased self-efficacy in understanding QIST topics and performing related tasks. This informal summer program showed promise in promoting positive student attitudes toward QIST, a critical emerging field in advancing technological solutions for global challenges. Published by the American Physical Society2024 

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4. Quantum information science and technology high school outreach: Conceptual progression for introducing principles and programming skills

   https://doi.org/10.1119/5.0211535  

   Schneble, Dominik; Wei, Tzu-Chieh; Kelly, Angela_M (January 2025, American Journal of Physics)

   National data have shown the need to expand and diversify the talent pool of the quantum technologies workforce. This article describes a newly designed 25-h summer quantum information science and technology (QIST) program for high school students in grades 10–12; the goal is to advance physical science literacy and diversify the STEM pipeline through novel quantum science and quantum computing access and learning. This partnership between Stony Brook University and the New York Hall of Science was designed by quantum physicists and physics education researchers. This manuscript describes the rationale and progression of quantum ideas and computing skills introduced in the outreach program. The program design scaffolded physics, mathematics, and computer science concepts to engage high school students in the excitement of quantum information science and technology fields. The disciplinary content included the limitations of classical computing, classical and quantum physics principles (diffraction, polarization, wave-particle duality), the Mach–Zehnder interferometer, superposition, quantum thought experiments (Schrödinger's cat and Wigner's friend), entanglement and Bell's inequality, quantum key distribution, and basic quantum computing skills. Students also spent time visiting laboratories and museum exhibits and learning about academic progressions and career pathways in quantum technologies. This university-based science outreach model may be replicated by other quantum educators and adapted for learning in formal contexts. 

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5. Reimagining CS Pathways: High School and Beyond

   https://doi.org/10.1145/3678016  

   Twarek, Bryan; Koressel, Jacob; McGill, Monica; Smith, Julie (July 2024, ACM)

   At a time when computing continues to gain importance in society, it is more crucial than ever to ensure that computer science education meets the needs of all students. To this end, the Computer Science Teachers Association (CSTA) is updating its K-12 computer science (CS) standards. As a prelude to the standards revision, CSTA – working with many partners – has launched a project, Reimagining CS Pathways: High School and Beyond, to articulate what CS content is essential for all high school graduates to know and to establish pathways for continued study of CS beyond that foundational content. The Reimagining project drew on the expertise and experiences of dozens of participants – including high school CS teachers, college CS faculty, state and local education leaders, CS education researchers, and those working for nonprofits and in the tech industry. These participants reflected diversity across many dimensions, including demographics, role, and expertise. They participated in focus groups, interviews, and in-person convenings, and they provided substantial asynchronous feedback. The result of these extensive efforts is contained in this report, which articulates the foundational CS content and resulting pathways. The foundational CS content is organized into Topic Areas, Pillars, and Dispositions. The Topic Areas, which reflect the content that is essential for all high school graduates, are 1) Algorithms, 2), Programming, 3) Data and Analysis, 4) Computing Systems and Security, and 5) Preparation for the Future. The Pillars, which reflect essential ideas and practices that cut across all of the Topic Areas, are 1) Impacts and Ethics, 2) Inclusive Collaboration, 3) Computational Thinking, and 4) Human-Centered Design. While they are not explicitly taught, the goal is to develop a set of specific dispositions in CS. These Dispositions are persistence, reflectiveness, creativity, curiosity, critical thinking, and sense of belonging in CS. There are many possible pathways stemming from this foundational content, ranging from Cybersecurity and Artificial Intelligence to X + CS (where another subject, such as Journalism or Biology, is integrated with the study of computing). Implementation of these pathways will vary significantly depending on community priorities and contexts. We recognize that schools will need to be selective in their implementation of CS pathways due to limited resources, and we make recommendations for how to select which options to implement. Woven throughout this work is a commitment to improving equity in CS education. This commitment to equity is embedded throughout both the process and the outcome of the Reimagining project. It manifests in an effort to reimagine CS to ensure opportunities for all students and to prepare them for a world increasingly powered by computing. 

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