Predicting learner performance with precision is critical within educational systems, offering a basis for tailored interventions and instruction. The advent of big data analytics presents an opportunity to employ Machine Learning (ML) techniques to this end. Real-world data availability is often hampered by privacy concerns, prompting a shift…

The adoption by the African Union of its Convention on Cyber Security and Personal Data Protection in 2014 represented a step forward to protect personal data and to ensure that data remain private and secure. This is especially important for students, who often have no autonomy in the educational technology they use. Students cannot choose why…

Summit Public Schools (SPS), a California-based charter school network established in 2003, is widely promoted nationally as a success story to be emulated. A policy environment friendly to charter schools and digital technologies, together with hundreds of millions of dollars in technology industry contributions, enabled its growth and its…

Recently, there has been a demand for increased educational technology usage in the university classroom, despite expanded access and implementation there has been little attention paid to student data privacy concerns. Our work is one institution's response to addressing the data privacy gap by creating a comprehensive review process for…

The need for a comprehensive education data governance -- the regulation of who collects what data, how it is used and why -- continues to grow. Technologically, data can be collected by third parties, rendering schools unable to control their use. Legal frameworks partially achieve data governance as businesses continue to exploit existing…

Advances in educational technology have led to unprecedented accumulation of student information, but there is limited research to inform school practices in protecting student data. At a minimum, school districts must remain in compliance with increasingly complex state and federal laws on student privacy. Moreover, increased cyberattacks on K-12…

The use of technology in K-12 education is now more widespread than it ever was before the pandemic, and that is the case even though nearly all schools across the country have transitioned back to in-person learning. Record numbers of students now have their own school-issued digital devices, educators have become more critical evaluators of…

Education technology facilitates personalized learning and allows educators to better target instruction based on identified needs. Technology also improves the ability of education researchers to evaluate instructional approaches and interventions and provides policymakers information to aid in decision making. A majority of parents support the…

The expansion of education technology is transforming the learning environment in classrooms, schools, school systems, online, and at home. The rise of education technology brings with it an increased opportunity for the collection and application of data, which are valuable resources for educators, schools, policymakers, researchers, and software…

While many strategies for protecting personal privacy rely on regulatory frameworks, consent, and anonymizing data, they are not always effective. Terms and Conditions often lag behind advances in technology, software, and user behaviours, and consent to use data for a range of unclear purposes may be provided unwittingly. As the commercial market…

When the COVID-19 pandemic forced the closure of schools across the nation, many K-12 schools moved from in-person to remote education, increasing their dependence on IT and making them potentially more vulnerable to cyberattacks. Education Facilities, including K-12 schools, is one of the nation's critical infrastructure subsectors. Several…

Education, Big Data, and student privacy are a combustible mix. The improvement of education and the protection of student privacy are key societal values. Big Data and Learning Analytics offer the promise of unlocking insights to improving education through large-scale empirical analysis of data generated from student information and student…

The current debate about student privacy issues raised by education technology focuses on how schools information with private vendors. It neglects a related but different trend, namely, the rise of online learning platforms offering learning experiences and credentials directly to users. These Massive Open Online Courses (MOOCs) and Virtual…

The increasing use of online or cloud collaboration tools in organizations creates a need for students to develop skills in the use of these tools. Instructors have an opportunity to prepare students by incorporating these collaboration tools into their courses. The use of these online collaboration tools has the potential to expose instructors…

This document records testimony from a hearing held to examine strengthening education research and privacy protections to better serve students. Education research has long played an important role in our Nation's classrooms. States and school districts use research to identify teaching and learning strategies that improve classroom instruction…