This article explores potential uses, misuses, beneficiaries, and tensions of learning analytics in higher education. While those promoting and using learning analytics generally agree that ethical practice is imperative, and student privacy and rights are important, navigating the complex maze of ethical dilemmas can be challenging, particularly…

Since the emergence of learning analytics (LA) in 2011 as a distinct field of research and practice, multimodal learning analytics (MMLA), shares an interdisciplinary approach to research and practice with LA in its use of technology (eg, low cost sensors, wearable technologies), the use of artificial intelligence (AI) and machine learning (ML),…

Student privacy is a critical area of higher education that deserves greater focus, particularly as student data digitalization increases. Many colleges and universities use data literacy as a way to prepare students, sometimes from different disciplines, to work with others' data postgraduation. Data literacy can be an avenue for helping all…

Protection of student privacy is critical for scaling up the use of learning analytics (LA) in education. Poorly implemented frameworks for privacy protection may negatively impact LA outcomes and undermine trust in the discipline. To design and implement models and tools for privacy protection, we need to understand privacy itself. To develop…

Today and in the future, a growing array of Artificial Intelligence (AI) models and capabilities will be incorporated into the products that specifically serve educational settings. The U.S. Department of Education (Department) is committed to encouraging innovative advances in educational technology (edtech) to improve teaching and learning…

Postsecondary institutions have a legal responsibility to ensure that students have access to a safe learning environment. While institutions adopt policies and hire administrators to protect students from harm, many are underprepared to support students when these harmful incidents happen online. This is of increased concern now that online…

Online program managers (OPMs) are third-party companies that work with colleges and universities to develop, launch, and deliver online learning. The prevalence of OPMs, however, has important implications for higher education program quality and transparency. In the final piece of our four-part series, higher education scholars establish a…

Granting access to student information, for what purpose, and to whom, is rarely a simple decision. Academic records have long been critical to the functioning of a university, but leveraging institutional data has become increasingly important (Lester, et al. 2017). Data stewards in higher education institutions nationwide confront a…

Technology integration and learning analytics offer insights to improve educational experiences and outcomes. In advancing these efforts, laws and policies govern these environments placing protections, standards, and developmental opportunities for higher education, students, faculty, and even the nation-state. Nonetheless, evidence of…

The surveillance and securitization of schools has transformed over the last decade to include predictive analytics and algorithms. In Florida, for example, the Pasco Sheriff's Office used school record data sets to identify and monitor youth they believed were "destined for a life of crime." Yet the extent of big data policing as a…

The rise of social media use among school youth has compelled school districts to implement social media monitoring to prevent active shootings, bullying, harassment, victimization, and suicide in the community. This presents an ethical and legal dilemma, with issues surrounding students' rights to safety, privacy, and free speech in cyberspace.…

White-label programs in higher education, designed and supported by online program management (OPM) firms, pose unique challenges to current policy. In part this is because OPM firms and services are either exempt from policy or fall into a gray area that policy has not yet considered. Policymakers, however, do not need to develop entirely new…

This paper sought to establish the extent to which users' legitimate rights are safeguarded in Learning Management Systems (LMS); specifically, on the Blackboard system used for teaching at Sorbonne University, Abu Dhabi (SUAD). First, the users' legitimate rights that required protection were identified. Second, the security and privacy…

Everyone who uses student information has a responsibility to maintain students' privacy and the security of their data. Ensuring student data privacy is about so much more than complying with the Family Educational Rights and Privacy Act (FERPA). While privacy must be top of mind when thinking about collecting and using personally identifiable…

Despite the efforts of parents, educators, and activists to oppose standardized testing through the act of opting out, most states and federal law still require students to take annual standardized tests. While key arguments of the opt-out movement in a state legislative process are explored, this case study focuses on those legislators who…