This study evaluates the ability of large language models (LLMs) to deliver criterion-based grading and examines the impact of prompt engineering with detailed criteria on grading. Using well-established human benchmarks and quantitative analyses, we found that even free LLMs achieve criterion-based grading with a detailed understanding of the…

This study explores how assessment criteria are applied in grading student work. It is found that explicit assessment criteria do not work as authoritative guidance as expected and that tacit criteria are more decisive in awarding a certain grade. Various sources that form idiosyncratic tacit criteria are identified. These sources, including…

Based on the academic performance grades of university students, various high-stakes decisions are made, including determinations of pass/fail status, the awarding of diplomas, and eligibility for placement in graduate education programs. According to the criteria used, the types of assessment are divided into two assessment, criterion-referenced…

This paper examines how assessment and grading practices have evolved post COVID-19 pandemic. Specifically, more programs have begun implementing Competency-Based Education (CBE) in their practice. This article offers suggestions for higher education institutions and faculty considering implementation of CBE in their assessment practices.

This study assessed the impact of COVID-19 on secondary teachers' assessment, grading, and reporting practices in south Florida. The study included a review of the literature on the history of traditional versus criterion-based grading and reporting; accountability and equity in grading prior to COVID-19; challenges in implementing alternative…

As teachers implement a diverse repertoire of assessment methods to gather information about students' progress, they may recognise shortfalls in their own assessment skills. These perceived growth areas may be productive targets for future professional learning. To quantify any discrepancies between teachers' self-reported assessment use needs…

The present study examined how information about different grading systems affects students' course expectations, particularly in ways that may have downstream consequences for learning and other academic outcomes. In an online experiment using a preregistered design, we prompted two samples of current and recent college students (N = 547) with a…

The article aims to depict the political framing of three grading reforms in Swedish compulsory school, in terms of the political problem they are supposed to solve and what kind of attention is given to the lowest performing pupils. Discourse analysis is employed, focusing on statement producers. The empirical material consists of policy…