The purpose of this study was to evaluate the degree of classification quality in the basic latent class model when covariates are either included or are not included in the model. To accomplish this task, Monte Carlo simulations were conducted in which the results of models with and without a covariate were compared. Based on these simulations,…

The distinction between "Big-C" and "little-c" creativity implies that the generative process of celebrated creators is of a special type or degree. Arguments for and against such a hierarchy of creativity are found in the literature, primarily built on rhetorical argumentation. The aim of this work is to examine the rationale…

This study investigates the evolving landscape of green universities by analyzing and comparing rankings from 2018 to 2022. It expands beyond the single score offered by the UI GreenMetric, employing Multi-Criteria Decision-Making (MCDM) techniques to evaluate universities from diverse perspectives. Focusing on the top 50 universities from 2022,…

Quality Assessment Frameworks (QAFs) are standardized templates that include pre-defined criteria, open questions, or a combination to assess the quality of evaluations. They support organizations to limit risks associated with poor-quality evaluation. Qualitative research focused on four QAFs shows that five dimensions of quality are assessed…

This paper presents new evidence that explores the strengths, weaknesses and overall quality of school inspection practice in China. In one city region of Shandong Province, the research examines stakeholder perceptions of inspection purposes, processes and outcomes, as well as the potential to improve inspection practice and compulsory education…

University rankings have gradually become an issue for concern in the academic community worldwide. Several mechanisms with different methodologies have been developed to rank the universities appropriately. However, some ranking tools have notable issues, especially with the indicators adopted. Some are based merely on research performance,…

The tenure and promotion system influences whether, how, and the extent faculty members produce creative scholarship. A thematic analysis of 69 media and communication departments' documents was carried out to systematically assess creative scholarship standards. The results showed most documents formally recognized creative scholarship and…

Instructional explanations are an ubiquitous component of classroom instruction, but are relatively neglected in science education when compared to other facets of teaching and learning. The ubiquity of instructional explanations and their potential to stimulate learning in students suggests that they should garner more attention from science…

There is growing interest in using comparative judgement to assess student work as an alternative to traditional marking. Comparative judgement requires no rubrics and is instead grounded in experts making pairwise judgements about the relative 'quality' of students' work according to a high level criterion. The resulting decision data are fitted…

The assessment process in higher education considers four aspects: assessment agents, procedure, content, and scoring. In this study, we delve into the who. We analyze the role of transversal competence assessment agents in the framework of professional internships in university master's degree programs, comparing the suitability of their…

Multilayer perceptron neural networks, Gaussian naive Bayes, and logistic regression classifiers were compared when used to make early predictions regarding one-year college student persistence. Two iterations of each model were built, utilizing a grid search process within 10-fold cross-validation in order to tune model parameters for optimal…

Purpose: Considering current debates on ecosystem services' effectiveness and the AIS/AKIS functioning, in this study we suggest a new, systemic way to evaluate extension systems (ESs). Using this model, we compared the effectiveness of ESs in three countries with essential differences but also characteristic similarities in their agricultural…

The main objective of the article is to compare several methods of evaluating multiple-choice options through classical item analysis. The methods subjected to examination include the tabulation of choice distribution, the interpretation of trace lines, the point-biserial correlation, the categorical analysis of trace lines, and the investigation…

Researchers continue to be interested in efficient, accurate methods of estimating coefficients of covariates in mixture modeling. Including covariates related to the latent class analysis not only may improve the ability of the mixture model to clearly differentiate between subjects but also makes interpretation of latent group membership more…

Traditional classroom assessment practice often leaves students out of the conversation, exacerbating the unequal power distribution in the classroom. Viewing classrooms as autonomy-inhibiting is known to influence students' psychosocial wellbeing as well as their academic achievement. This is especially relevant in STEM fields where marginalized…