Decisions about assessment are often built on myths about teacher professional judgment and subjectivity that prioritize standardized assessment over classroom assessment. Ken O'Connor and Matt Townsley discuss some of the most common myths and explain how to dispel them by developing clear guidelines in which teachers can exercise their judgment,…

What if there was a better way to collect and interpret assessment data that could strengthen the link between teaching and learning? "Student Assessment: Better Evidence, Better Decisions, Better Learning" is the innovative guide to show you how it is done and done right. This unique book offers a new assessment model focused on…

Data-based decision-making has been a frequently used policy and practice intervention used in schools to help inform the decision-making processes of educational practitioners, with the aim of improving student outcomes. Interim benchmark assessments are designed by commercial test developers to support educators in this framework. In fact, the…

Nontraditional grading methods have recently become more common, and as with any large pedagogical shift, there are a number of questions to consider when applying a new grading scheme to a course. This article summarizes four types of nontraditional grading and shares experiences from the authors who have applied them to a variety of courses in…

Learning outcomes and assessment frameworks guide educators in curricular decisionmaking, impact assessment, gap identification, and equity evaluation, aligning with anticipated learning objectives. Common frameworks include Bloom's taxonomy, Kirkpatrick's model, Fink's taxonomy, and Moore's Outcomes model. The authors identified a lack of focus…

This study investigates pedagogical disagreements about assessment in teacher team meetings. Combining quantitative and micro-ethnographic discourse analysis, we explore the characteristics of teachers' disagreements about assessment and the conditions that afford or constrain their development as productive for teacher on-the-job learning. We…

Internal and external factors influence teachers' daily assessment decisions. The purposes of teachers' assessments are crucial, as these purposes guide the assessment process. Still, little is known about teachers' assessment purposes. The aim of this study is to identify and describe the different purposes of assessments that Civics teachers…

In recent years, the application of explainability techniques to automated essay scoring and automated short-answer grading (ASAG) models, particularly those based on transformer architectures, has gained significant attention. However, the reliability and consistency of these techniques remain underexplored. This study systematically investigates…

Specifications grading is an alternative grading scheme that prioritizes transparency and progress-oriented feedback, with the goals of increasing student motivation, fostering clear communication, and achieving educational equity. Despite its recent, rapid increase in popularity, little attention has been paid to the forms of support faculty need…

Teachers assess the efficacy of their instructional decisions through the dynamic, complex practice of assessment, but the variety of assessment processes underlines the many facets of teachers' assessment competencies. The development of practical professional learning opportunities that consider the variety of assessment approaches used in K-12…

In an increasingly data-driven society, making decisions with data is a requirement not only for research scientists but also for navigating life more generally (Kjelvik & Schultheis, 2019). An informed citizenry must be prepared to discover patterns, predict outcomes, make decisions with data, and evaluate data-based claims for legitimacy and…

The rapid development of online education has underscored the necessity of data-driven teaching functions for enhancing teaching quality and efficiency. This paper investigates the role of data-driven approaches in online education, with a particular focus on the practical application of data for evaluating learning outcomes. It highlights the…

Few studies have been conducted to investigate the ethical perspectives of in-service teachers on assessment issues cross-culturally. The purpose of the study was to investigate the ethical judgment by in-service teachers in the United States and China on twenty scenarios of student assessment practices. In the spring of 2020, 130 American…

In this paper, a key node mining algorithm of entropy-CRITIC combined weighted GRA-TOPSIS method is proposed, which is based on the network structure features. First, the method obtained multi-dimensional data of students' identities, seating relationships, social relationships, and so on to build a database. Then, the seating similarity among…

In response to dissatisfaction with testing cultures in higher education, programmatic assessment has been introduced as an alternative approach. Programmatic assessment involves the longitudinal collection of data points about student learning, aimed at continuous monitoring and feedback. High-stakes decisions are based on a multitude of data…