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            Although there is extensive research on what makes teacher computer science (CS) professional development (PD) effective, little attention has been given to how PD providers prefer to collect and report data. A platform that met the needs of teachers while also simultaneously meeting the needs of funding bodies could be powerful in answering questions about participation and experiences in CS PD. Our research question for this study was: Which features and types of data do teachers find most important to include in a platform designed to record data related to their engagement with PD?We used an exploratory-sequential mixed methods approach that included focus groups and a survey created from an analysis of the data from the focus groups. The three most desired feature included adding information about the subject/topics targeted by the CS PD offerings for the CS PD they took, the grade levels targeted by the CS PD offering, and the number of training hours, points, and/or CEU credits earned or available to be earned by each CS PD offering taken. The three least desired features included have the capability for teachers to take notes about a CS PD, QR codes for signing up for CS PD, and capability to enter data about non-CS PDs you have completed. While we will use this data to inform the development of the platform, this study is significant as states can leverage this knowledge as they create their own systems for creating platforms for teachers within their own states.more » « lessFree, publicly-accessible full text available February 18, 2026
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            Free, publicly-accessible full text available January 1, 2026
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            Teacher shortages in K–12 computer science (CS) education negatively impact students’ access to CS courses, exposure to CS concepts, and interest in CS-related careers. To address CS teacher shortages, this study seeks to understand factors related to expressing a preference to teach CS among prospective teachers. The study team analyzed data from 27,700 prospective teacher applications accepted into the 2016–2020 Teach For America (TFA) corps (cohorts). The TFA corps is an alternative teacher development program that recruits and prepares participants to obtain their teaching certification while they work for at least two years in underserved communities on a temporary teaching license. Study results show that earning at least one postsecondary CS credit and majoring in CS are positively associated with these prospective teachers’ preference to teach CS. Findings indicate that among these accepted TFA applicants, a larger proportion of male applicants and racially minoritized applicants earned a postsecondary CS credit, majored in CS, and preferred to teach CS compared with female applicants and racially non-minoritized applicants. This study lays the foundation for future explorations of whether early exposure to CS could increase prospective teachers’ interest in teaching CS and reduce CS teacher shortages in K-12 settings. Findings from this study can also serve as a precursor to developing policies that result in a CS teacher workforce that is more representative of students enrolled in K-12 public schools.more » « less
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            null (Ed.)Prekindergarten to 12th-grade teachers of computer science (CS) face many challenges, including isolation, limited CS professional development resources, and low levels of CS teaching self-efficacy that could be mitigated through communities of practice (CoPs). This study used survey data from 420 PK–12 CS teacher members of a virtual CoP, CS for All Teachers, to examine the needs of these teachers and how CS teaching self-efficacy, community engagement, and sharing behaviors vary by teachers’ instructional experiences and school levels taught. Results show that CS teachers primarily join the CoP to gain high-quality pedagogical, assessment, and instructional resources. The study also found that teachers with more CS teaching experience have higher levels of self-efficacy and are more likely to share resources than teachers with less CS teaching experience. Moreover, teachers who instruct students at higher grade levels (middle and high school) have higher levels of CS teaching self-efficacy than do teachers who instruct lower grade levels (elementary school). These results suggest that CoPs can help CS teachers expand their professional networks, gain more professional development resources, and increase CS teaching self-efficacy by creating personalized experiences that consider teaching experience and grade levels taught when guiding teachers to relevant content. This study lays the foundation for future explorations of how CS education–focused CoPs could support the expansion of CS education in PK–12 schools.more » « less
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