This article explores the efficacy of AI used for teaching and learning tools. First, it examines three critical aspects of AI use in teaching and learning: AI complexity, algorithmic transparency, and AI bias. Second, it reviews recent literature that investigates the benefits and challenges of implementing AI within college classrooms. It…

Higher education institutions and faculty have vested interests in fair tenure processes. We explored perceptions of fairness from the perspective of faculty who did not obtain tenure. Our 22 participants indicated that they experienced organizational justice violations related to distributive justice (fairness of decisions), procedural justice…

Responsible Operations is intended to help chart library community engagement with data science, machine learning, and artificial intelligence (AI) and was developed in partnership with an advisory group and a landscape group comprised of more than 70 librarians and professionals from universities, libraries, museums, archives, and other…

Authentic assessments used in response to accountability demands in higher education face at least two threats to validity. First, a lack of interchangeability between assessment tasks introduces bias when using aggregate-based scores at an institutional level. Second, reliance on written products to capture constructs such as critical thinking…

The author argues that while outcomes assessment may be an imperfect process, if completed in a systematic and deliberative manner, it can help determine the overall direction, culture, and success of an academic department. Most important, assessment can spark meaningful pedagogical and curricular discussions that can lead to substantive academic…

The purpose of this explanatory sequential mixed methods study is to explore faculty and administrator perspectives of faculty merit pay compensation systems in private, higher education institutions. The study focuses on 10 small, private, four-year institutions which are religiously affiliated. All institutions are located in Nebraska, Iowa, and…

A few years ago, while interviewing for a tenure-track position at a large, public institution in the Midwest, the author was informed that several faculty members suspected him of being "an activist posing as an academic" because the faculty thought that his research lacked "objectivity." Based on subsequent conversations the author had during…

Campus teaching is not independent of campus politics. Quality of teaching is partly a function of who cares. The complexity of the disciplines taught is not justification for indifference to the needs of students--and the needs of the public, and the state, and the campus administrative offices, and the instructors. Teaching is not merely a…