The purpose of the current work is to present a case for the need to train all graduate students in the field of education in quantitative methodology. The premise for this position is that practitioners like researchers benefit from such training. Through an understanding of research design and statistics, teachers, school leaders, counselors,…

Several papers propose analytical methods relating to the inclusion of sustainability in courses and universities. However, as sustainability is a complex subject, methodological proposals on the topic must avoid making disjointed analyses which focus exclusively on curricula or on organisational strategy, as often seen in the literature.…

This article introduces an entropy-based measure of data-model fit that can be used to assess the quality of logistic regression models. Entropy has previously been used in mixture-modeling to quantify how well individuals are classified into latent classes. The current study proposes the use of entropy for logistic regression models to quantify…

Purpose: The purpose of this paper is to gather elements to propose a sustainability assessment tool (SAT) to be used in higher education institutions (HEIs) in Brazil and the related program to be created for SAT dissemination and HEI monitoring, publication of results and benchmarking. Design/methodology/approach: The characteristics of eight…

Models of category learning have been extensively studied in cognitive science and primarily tested on perceptual abstractions or artificial stimuli. In this paper, we focus on categories acquired from natural language stimuli, that is, words (e.g., "chair" is a member of the furniture category). We present a Bayesian model that, unlike…

The purpose of this ITEMS module is to provide an introduction to differential item functioning (DIF) analysis using mixture item response models. The mixture item response models for DIF analysis involve comparing item profiles across latent groups, instead of manifest groups. First, an overview of DIF analysis based on latent groups, called…

Choosing the right word to express meaning can be a challenge for English language learners (ELLs) in both English as second language and English as a foreign language settings, persisting through all proficiency levels in productive language use for several reasons. In order to make correct word choices, ELLs must master the various aspects of a…

Purpose: Whereas the achievement of students has closely been linked with the quality of teachers and there is a bulk of literature supporting the need of teachers' preparation in enhancing their quality, professional development (PD) of teachers has been a central focus of reform initiatives in education across the globe. This paper aims at…

This article is prepared as part of a "Practice Teaching in Science" course of a teacher education program aiming for developing prospective science teachers' teaching through inquiry-based instruction involving practices of science and active learning strategies. During the semester, student teachers are required to prepare four…

Centers for Teaching and Learning (CTLs) are at the forefront of many quality enhancement activities aimed at teaching and learning at universities and do not solely focus on supporting individual teacher in conducting quality teaching but are also playing a strategic role in the university. CTLs provide in other words holistic academic…

The author was an engineer for 20 years in both development and applications followed by 15 years as adult educator primarily at a Midwestern urban university with under-represented students. Beginning fall 2008 and for the next 7 years, he developed interventions for "underprepared" STEMM (STEM and pre-Medical) students. This freshmen…

In this article, I examine collage in pre-service teacher education as an arts-based theory and practice to interrogate knowledge in the classroom; how it gets generated, by whom, and to what end. I consider how historical legacies of collage that revolutionized modern art by shifting focus away from technique and mastery toward concept, process,…

This aim of this study is to determine the effect of the TPR method on students' vocabulary learning and the factors affecting the effectiveness of this method by combining the findings obtained from both qualitative and quantitative studies. For this purpose, a primary study with 13 quantitative and 7 qualitative findings was included in this…

The COVID-19 pandemic has caused a drastic shift of face-to-face teaching and learning to remote/online teaching and learning at all levels of education worldwide. Active student engagement is always a challenging task for educators regardless of the teaching modalities. The degree of challenge for active student engagement increases significantly…

Computer-mediated learning initiatives have recently increased due to the novel coronavirus pandemic. Implications are thus created for self-regulation, learning and achievement as computer-mediated learners face unique motivational and metacognitive demands. The current research uses a serial mediation approach to test the effect of goal…