What does it mean for a model to be a better model? One conceptualization, indeed a common one in Educational Data Mining, is that a better model is the one that fits the data better, that is, higher prediction accuracy. However, oftentimes, models that maximize prediction accuracy do not provide meaningful parameter estimates, making them less…

Literacy coaching has the potential to center humanizing professional learning pedagogies--promoting equity, disrupting oppression, and recognizing the complex humanity of teachers. This potential can be realized through the use of deep reflection to support teachers' awareness of what guides their behavior and further strengthened by complex…

The four-component instructional design model (4C/ID) has been increasingly used in face-to-face and online learning environments. We present a meta-analysis on the use and effect on performance of educational programs developed with the 4C/ID model after more than 20 years of its application and research in different academic areas and technical…

Purpose: Evaluating emergency preparedness exercises is crucial for assessing enhanced knowledge, facilitating learning and implementing knowledge in organizations. The cognitive process of motivation for action is a precursor for action, coping behavior and individual learning. This study aims to focus on how guided evaluation of emergency…

Performance management in university-based scientific research institutions is essential for driving reform, advancing education quality, and fostering innovation. However, current performance evaluation models often focus solely on research indicators, neglecting the critical interdependence between the education and research systems. This…

Response styles pose great threats to psychological measurements. This research compares IRTree models and anchoring vignettes in addressing response styles and estimating the target traits. It also explores the potential of combining them at the item level and total-score level (ratios of extreme and middle responses to vignettes). Four models…

Written comments in student evaluations of teaching offer a rich source of data for understanding instructors' teaching and students' learning experiences. However, most previous studies on student evaluations of teaching have focused on numeric ratings of close-ended questions, while few studies have tried to analyze the content of students'…

While the expectations and challenges facing K-12 educational leaders are considerable and significantly increasing, the support they receive in training, leadership development, and ongoing support has been limited in range and relevance. Although Cognitive Coaching is not a leadership development program, per se, Cognitive Coaching is a model of…

A school is much more than a collection of individual classrooms. Fostering a collaborative and learning-oriented culture can improve teachers' and students' success. In model classrooms, teachers who have participated in professional learning open their classroom doors and agree to have others observe as they work to integrate the targeted new…

Background: Prior research suggests that the teaching of abstract concepts can be enhanced by the use of concrete examples, but there are few controlled studies. Objective: To replicate key findings from experiment one from Rawson et al. (2015). Method: Experiment participants studied definitions of abstract concepts from psychology, either with…

In this study, we introduced a cross-classified multidimensional nominal response model (CC-MNRM) to account for various response styles (RS) in the presence of cross-classified data. The proposed model allows slopes to vary across items and can explore impacts of observed covariates on latent constructs. We applied a recently developed variant of…

The Tactical Games Model (TGM) is summarized as a physical education model where the emphasis is on developing the underlying core components of games and sports to develop the tactical and performance skills of participants, known as game performance (Metzler, 2011). The Sport Education Model (SEM) is a physical education model structured and…

College students in the 21st century face unprecedented levels of stress, which has led to a global and deleterious impact on their mental health. The mental health of college students is widely considered to be a public health crisis according to the World Health Organization (WHO), and universities are challenged to provide adequate resources…

Caregiver coaching is a recommended practice in early intervention; however, many barriers exist that can prevent early interventionists (EIs) from implementing it. This mixed method study was designed to understand if EIs' perceived use of caregiver coaching changed after Illinois' COVID-19 pandemic stay-at-home order. Questionnaire data and…

Working in groups is an important collaboration activity in the educational context, where a variety of factors can influence the prediction of the teams' performance. In the pertinent bibliography, several machine learning models are available for delivering predictions. In this sense, the main goal of the current research is to assess 28…