Rubrics (e.g., Valid Assessment of Learning in Undergraduate Education (VALUE) rubrics) that measure specific skills exist, and researchers have demonstrated their benefits; however, most of them were designed for use with undergraduate students. Although some rubrics have been created to assess dissertations and oral defenses, few have been…

Many colleges and universities now require faculty search committees to use rubrics when evaluating faculty job candidates, as proponents believe these "decision-support tools" can reduce the impact of bias in candidate evaluation. That is, rubrics are intended to ensure that candidates are evaluated more fairly, which is then thought to…

There is increasing interest in using factor scores in structural equation models and there have been numerous methodological papers on the topic. Nevertheless, sum scores, which are computed from adding up item responses, continue to be ubiquitous in practice. It is therefore important to compare simulation results involving factor scores to…

This paper describes the development of the "Flourishing Classroom System Observation Framework and Rubric," which provides a framework and practical approach to defining and describing multiple interconnected observable characteristics of a classroom system that individually and together can be targeted to cultivate collective…

Generative artificial intelligence technologies, such as ChatGPT, bring an unprecedented change in education by leveraging the power of natural language processing and machine learning. Employing ChatGPT to assist with marking written assessment presents multiple advantages including scalability, improved consistency, eliminating biases associated…

Contribution: This concept article shows how the mathematical competencies research framework (MCRF) can guide the design of rubrics to assess engineering mathematics tasks. Practical guidance is given for engineering mathematics educators wanting to create effective rubrics that support student learning and promote academic success. Background:…

In design-oriented biomedical engineering courses, some instructors teach need-driven methods for health technology innovation that use a "need statement" to reflect a student team's hypothesis about the most fruitful direction for their project. While need statements are of the utmost importance to the projects, we were not aware of any…

Courses are the fundamental building blocks of educational programs, serving as a tangible representation of student attainment and the desired learning outcomes of the program. Despite their pivotal role in education, however, a standardized framework for the development, implementation, and enhancement of course specifications remains elusive.…

Objective: The objective of this study was threefold: (a) to create a rubric for response complexity (RC), defined as an admixture of response length, grammatical diversity, categorisation, and sophistication; (b) to measure behavioural and cognitive engagement through students' written responses on a school-based written activity, and (c) to…

Rubrics play a crucial role in shaping educational assessment, providing clear criteria for both teaching and learning. The advent of online rubric platforms has the potential to significantly enhance the effectiveness of rubrics in educational contexts, offering innovative features for assessment and feedback through the creation of erubrics.…

The students' dominant language might influence how they use and process a rubric and its subsequent effect on task performance. However, our knowledge about these effects is limited. This study investigates how the dominant language of students is associated with their rubric reading patterns and their task performance in a written landscape…

Reflective Learning Journals are used to engage students in the learning process. To motivate students to complete the Reflective Learning Journal it is common practice to allocate marks and it is in this area that problems arise. To address the problems rubrics have been used however, most rubrics are based on assigning marks to very…

The development of a set of rubrics for teachers and curriculum designers interested in the quality of numeracy tasks emerged from our struggle with an attempt to clarify the distinction between numeracy and mathematics. Shifting our perspective from asking what numeracy and mathematics are to asking what they are about led to the…

This paper examined the ability of students to pose a problem in a free posing situation about sets in terms of the problem text, compatibility with mathematics principles, the problem type and structure, solvability, and mathematical complexity. Additionally, students were probed to determine the difficulties they encountered during the problem…

This study investigates the development and evaluation of a Retrieval-Augmented Generation (RAG)-based statistics tutor designed to assist students with quantitative analysis methods. The RAG approach was employed to address the well-documented issue of hallucination in Large Language Models (LLMs). A computer tutor was developed that utilizes…