The rapid recent use of learning analytics (LA) in higher education, specifically during the COVID-19 pandemic, allows the monitoring of users' behavior while learning. Using LA may promote students' learning outcomes but also intrude into their privacy. This study aimed to explore students' behaviour and perceptions towards privacy and data…

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 Partnership for College Completion (PCC) was founded to "advance equity in higher education" by supporting colleges and universities to improve college completion for Black, Latinx, and Pell-eligible students--those groups that experience persistent disparities in completion. Simultaneously, PCC engages in state policy reform to…

Policymakers have expressed increased interest in program-level higher education accountability measures as a supplement to, or in place of, institution-level metrics. But it is unclear what these measures should look like. In this report, we assess the ways program-level data could be developed to facilitate federal accountability. Evidence shows…

"Trust and Inclusion in AI-Mediated Education: Where Human Learning Meets Learning Machines" is a resource for researchers and practitioners in a field where the mainstreaming of AI technologies, and their increased capacities for deception, have produced confusion and fear. Identifying theoretical frameworks and practices in teaching…

The emergence of personalised data technologies such as learning analytics is framed as a solution to manage the needs of higher education student populations that are growing ever more diverse and larger in size. However, the current approach to learning analytics presents tensions between increasing student agency in making learning-related…

The issue of student retention and graduation from postsecondary institutions has grown in stature over the past decade. While the last 40 years of federal and state policies have focused largely on access to college, there is now a very real interest in not only getting students into college but also helping them earn baccalaureate and other…

This hearing of the Committee on Health, Education, Labor, and Pensions examines reauthorizing the Higher Education Act, focusing on accountability and risk to taxpayers. The following opening statements were presented: (1) Honorable Lamar Alexander, Chairman, Committee on Health, Education, Labor, and Pensions; and (2) Honorable Patty Murray,…

Equity is emerging as a new frontier in the student success movement. But it's not enough to tackle higher education's deep equity divides by looking only at markers such as persistence, transfer, course credits, and DWF grades. True equity accountability depends on clarity about the key components of a quality education, especially the kinds of…

The purpose of this study was to investigate if students are prepared to release any personal data in order to inform learning analytics systems. Besides the well-documented benefits of learning analytics, serious concerns and challenges are associated with the application of these data driven systems. Most notably, empirical evidence regarding…

Institutions of higher education both value and need student assessment data. Faculty, as seen in numerous studies, however, have generally negatively received the formalization and reporting of student assessments to gather this assessment data. If we could better understand faculty experiences and perceptions of student assessment data within…

This chapter focuses on how the climate of accountability in higher education is compelling student affairs organizations to develop comprehensive assessment programs, the challenges faced in creating those programs, and ways student affairs professionals can meet those challenges. For the purpose of this chapter, the author has defined assessment…

This document records testimony from a hearing held to discuss higher education and transparency as Congress is working to reauthorize the Higher Education Act. Member statements were presented by: (1) Honorable Susan A. Rankin, Ranking Member, Subcommittee on Higher Education and Workforce Development; and (2) Honorable Brett Guthrie, Chairman,…

Team-based learning (TBL) is a form of small-group learning that assumes stable teams promote accountability. Teamwork promotes communication among members; application exercises promote active learning. Students must prepare for each class; failure to do so harms their team's performance. Therefore, TBL promotes accountability. As part of the…

Summative student evaluation of teaching (SET) is a contentious process, but given the increasing emphasis on quality and accountability, as well as national and international calls for centralised student feedback systems, is likely to become an inevitable aspect of teaching. This research aimed to clarify academics' attitudes to SET in a large…