How do students perceive alternative approaches to grading? Do those perceptions change over time? This mixed methods study addressed these questions for three alternative grading approaches - democratic contract grading, specifications grading, and "ungrading" - in a community college context. While alternative grading models in higher…

Experience, whether personal or vicarious, plays an influential role in shaping human knowledge. Through these experiences, one develops an understanding of the world, which leads to learning. The process of gaining knowledge in higher education transcends beyond the passive transmission of knowledge from an expert to a novice. Instead, students…

Labor-based grading: for many instructors in the world of distance learning this is a new concept, yet it is one that is rapidly growing in acceptance and popularity. First introduced in 1993 by English professor Peter Elbow, the premise of labor-based grading is that instructors weigh assignments based on how much labor--how much…

In recent years, there has been a shift back toward standardized assessment scores as an accountability metric for school districts from state policy makers. In response, Standards Based Grading has become a popular reform among school districts as a means to provide a greater predictability of student outcomes on standardized assessments.…

Educational technology innovations leveraging large language models (LLMs) have shown the potential to automate the laborious process of generating and analysing textual content. While various innovations have been developed to automate a range of educational tasks (eg, question generation, feedback provision, and essay grading), there are…

It is widely acknowledged in research that common criteria and aligned standards do not result in consistent assessment of such a complex performance as the final undergraduate thesis. Assessment is determined by examiners' understanding of rubrics and their views on thesis quality. There is still a gap in the research literature about how…

Ungrading is an emancipatory pedagogy that focuses on evaluative assessment of learning. Self-regulated learning (SRL) has consistently been referred to as the learning theory that undergirds ungrading, but SRL--with its deficit frame in the literature and in practice--fails to uphold ungrading's emancipatory aims. An asset-framed learning…

This dissertation critically examines grading practices within schools, tracing the evolution from traditional to modern approaches and highlighting the social dimensions and debates surrounding grading. Through a mixed-methods study spanning three empirical chapters, it explores students' and teachers' perceptions of grading practices, the impact…

Addressing calls to develop assessment theories for integrated teaching and learning, we propose an evidence-informed perspective on grading in Science, Technology, Engineering, Arts and Mathematics (STEAM) education. We leveraged a qualitative collective case study design to generate rich profiles of three exemplary STEAM teachers' grading…

Specifications grading is a form of alternative grading that emphasizes transparency, low stakes, student learning, and equity. It has attracted practitioners for its potential to enhance student motivation, and to remedy several challenges of traditional grading. Specifications grading has become increasingly popular, yet little is known about…

Judging, marking, and ranking students is a common practice in higher education, though the pervasive dependence upon grades to dictate a student's success or failure has come under increased scrutiny. While "ungrading" and alternative grading practices are endorsed by progressive educators, there are few systematic, empirical studies of…

Everyone uses a traditional five-point grading system to assess students' activities, however, it is not always possible to objectively evaluate students' work using this method. Therefore, the authors use the criteria-based student assessment system in our lessons. The purpose of this article was to compile a model of a system for assessing…

Background: Feedback is one of the most powerful and essential tools for learning and assessment, particularly when it provides the information necessary to close an existing gap between actual and reference levels of performance. The literature on feedback has primarily focused on addressing strategies for providing effective feedback rather than…

Assessment plays an important role in education. Recently proposed machine learning-based systems for answer grading demand a large training data which is not available in many application areas. Creation of sufficient training data is costly and time-consuming. As a result, automatic long answer grading is still a challenge. In this paper, we…

Calls for diversity, inclusion, and equity in chemistry and science education have been ongoing. However, some faculty may find it difficult to challenge systemic inequities due to their pervasiveness. We posit that one working area for addressing systemic inequities in chemistry and science education is the removal of grading on a curve from our…