This scope-review presents the milestones of how Hierarchical Rater Models (HRMs) become operable to used in automated essay scoring (AES) to improve instructional evaluation. Although essay evaluations--a useful instrument for evaluating higher-order cognitive abilities--have always depended on human raters, concerns regarding rater bias,…

Rock and mineral labs are fundamental in traditional introductory geology courses. Successful implementation of these lab activities provides students opportunities to apply content knowledge. Inquiry-based instruction may be one way to increase student success. Prior examination of published STEM labs indicates that geology labs, particularly…

In automated essay scoring (AES) systems, similarity techniques are used to compute the score for student answers. Several methods to compute similarity have emerged over the years. However, only a few of them have been widely used in the AES domain. This work shows the findings of a ten-year review on similarity techniques applied in AES systems…

Background: Concept maps are a valid assessment tool to explore student understanding of diverse topics. Many types of academic programs have integrated concept mapping into their courses, resulting in various activities and scoring methods to understand student perceptions. Purpose: Few prior reviews of concept mapping have addressed their use…

In 1998, Plucker and Runco provided an overview of creativity assessment, noting current issues (fluency confounds, generality vs. specificity), recent advances (predictive validity, implicit theories), and promising future directions (moving beyond divergent thinking measures, reliance on batteries of assessments, translation into practice). In…

Intersection of education and deep learning method of artificial intelligence (AI) is gradually becoming a hot research field. Education will be profoundly transformed by AI. The purpose of this review is to help education practitioners understand the research frontiers and directions of AI applications in education. This paper reviews the…

Substantial research has explored the connection between children's spontaneous focusing on numerosity (SFON) and their current and later mathematical achievement. However, the findings have been inconsistent, and no comprehensive investigation has yet been conducted. This meta-analysis examines the relation between SFON and mathematics…

This meta-analysis explores the effect of using scoring rubrics on self-efficacy and self-regulation in K-16 formal learning settings and its potential moderators. From the literature, we identified 14 relevant experimental or quasi-experimental primary studies conducted with a total of 2793 students. We retrieved 17 effect sizes for self-efficacy…

This article explores the application of journal quality and credibility evaluation tools to library science publications. The researchers investigate quality and credibility attributes of forty-eight peer-reviewed library science journals with open access components using two evaluative tools developed and published by librarians. The results…

How do we make judgements about the quality of online courses? Checklists and rubrics are commonplace in higher education for establishing and measuring design features of online courses. They are created and used by institutions, academics and educational designers to standardise measures for quality online course design. Despite an intensifying…

Automated writing evaluation (AWE) systems are developed based on interdisciplinary research and technological advances such as natural language processing, computer sciences, and latent semantic analysis. Despite a steady increase in research publications in this area, the results of AWE investigations are often mixed, and their validity may be…

The study aims to discuss of the implementation process for writing to learn activities. The document review method has been used in the research containing qualitative data. Data were obtained from scientific articles, books, and presentations containing information about the general characteristics of process-oriented writing and writing to…

Human raters' assessment of interpreting is a complex process. Previous researchers have mainly relied on verbal reports to examine this process. To advance our understanding, we conducted an empirical study, collecting raters' eye-movement and retrospection data in a computerised interpreting assessment in which three groups of raters (n = 35)…

Research on assessment in the field of doctoral education remains an underexplored domain, particularly concerning the preconfirmation or probationary stage of candidature, when attrition is at its highest. We propose that the use of rubrics in this preconfirmation stage has the potential to improve feedback literacy and overall progression to…

In chemistry, reasoning about the underlying mechanisms of observed phenomena lies at the core of scientific practices. The process of uncovering, analyzing, and interpreting mechanisms for explanations and predictions requires a specific kind of reasoning: mechanistic reasoning. Several frameworks have already been developed that capture the…