The proliferation of learning analytics (LA) in higher education has relied on data from learning management systems (LMS) like Canvas and Blackboard. Despite widespread LMS usage, students often lack clarity on what specific data is collected and who has access to it. This study explores undergraduate students’ understanding of data collection practices within the Canvas LMS. We analyzed survey responses of nearly 600 students, examining students’ awareness of the various roles within Canvas and their corresponding data permissions. The results reveal that students exhibit a general awareness of data collection practices but are unsure about the extent of their data’s use and misinterpret the use of data analytics, highlighting a a greater need for critical data education in universities and other educational contexts. These findings suggest a critical need for universities to enhance transparency and educate students on data privacy and LMS functionalities.

Purpose: The purpose of this paper is to examine how higher education students think about educational technologies they have previously used – and the implications of this understanding for their awareness of datafication and privacy issues in a postsecondary context. Design/methodology/approach: The authors conducted two surveys about students’ experience with the ClassDojo platform during their secondary education. In both surveys, the authors included a question asking students to identify which ClassDojo-like platform they used in school. For this study, the authors examined responses to these screening questions, identifying the technologies that responses referred to and sorting technologies into categories. Findings: Students identified a wide range of technologies when prompted to identify a technology similar to ClassDojo. Many responses suggested students have a broad, monolithic understanding of educational technology. This suggests the prevalence of a utilitarian tool perspective (rather than a platform perspective) that may be entrenched by the time that students reach higher education, hampering efforts to inform and educate them in that context. Originality/value: To the best of the authors’ knowledge, there are few studies of students’ conflation of educational technologies in the extant literature. Furthermore, the platform perspective emphasized in this manuscript remains relatively rare in many fields associated with educational technology.

Teachers participate in professional learning activities to enhance their pedagogical knowledge and share best practices—and the increasing role of technologies in education, including social media, is shifting how this professional learning occurs. The COVID-19 pandemic provided an opportunity to consider the role of social media for professional learning. Using intensive longitudinal methods, we repeatedly surveyed 14 teachers’ use of social media both before and during the pandemic (N = 386 total responses). We found patterns in social media platforms uptake and their purposes, but teachers’ use of social media was largely idiosyncratic. Also, teachers demonstrated notable shifts in social media use after the pandemic started; multilevel models indicated that teachers were more likely to use social media to connect and share, especially, as well as learn and follow, compared with before the pandemic. Higher levels of COVID-19-related family stress were also associated with more use of social media to find materials.

ClassDojo is a classroom communication and behavior management app intended to “bring every family into [the] classroom” (www.classdojo.com). The features of the platform include a points system to facilitate classroom management, instant teacher-parent communication (on the individual or class level), and student portfolios (among others). While ClassDojo claims to be used in over 95% of schools in the United States, there is little known about how students or principals interact with and understand the platform’s features and data. Drawing upon a mixed-methods study in a small state in the Southeastern United States, this article offers empirically driven insight into how students and principals perceive new digital education apps like ClassDojo. In particular, this analysis speaks to stakeholder attitudes toward the use of the app with regard to if and how it is mediating student-teacher and student-parent relationships. In so doing, this article offers early insights from a state-specific case into how the use of and experience of ClassDojo is situated within the broader educational experiences of students.

Although researchers have discovered a great deal about who uses Twitter for educational purposes, what they post about, when they post and why they participate, there has so far been little work to explore where participants in educational Twitter contexts are located. In this paper, we establish a methodological foundation that can support the exploration of geographical issues in educational Twitter research. We surveyed 46 participants in one educational Twitter hashtag, #michED, to determine where they lived; we then compared these responses to results from three digital methods for geolocating Twitter users (human coding, machine coding and GPS coding) to explore these methods’ affordances and constraints. Human coding of Twitter profiles allowed us to analyze more participants with higher levels of accuracy but also has disadvantages compared to other digital—and traditional—methods. We discuss the additional insights obtained through geolocating #michED participants as well as considerations for using geolocation and other digital methods in educational research.