Industrial-scale models require considerable setup time; hence, once built, they are used in myriad ways to consider closely related cases. In practice, the code for these models frequently evolves without appropriate notational choices, largely as a result of the lengthy development time of, and the number of individuals contributing to, their…

Since 2001, the National Institutes of Health (NIH) have funded the Institutional Development Award (IDeA) Network of Biomedical Research Excellence (INBRE) to expand biomedical research capacity among states in which NIH funding was historically low. The Western IDeA Region comprises seven states: Alaska, Hawaii, Idaho, Montana, New Mexico,…

Confirmatory factor analysis (CFA) is a commonly used statistical technique. Recommendations for evaluating CFA highlight scholars should outline the expected model, conduct data screening, report model estimation and evaluation, and report key information about results to provide evidence for latent variables. The purpose of the current study was…

There is currently limited evidence regarding teachers' perspectives of push-in and pull-out occupational therapy services in the school-based setting. Occupational therapy services can be delivered in different combinations and often vary based on the needs of the student, needs of the teacher and classroom, need for academic time, and need for…

Given the rapid adoption of machine learning methods by education researchers, and the growing acknowledgment of their inherent risks, there is an urgent need for tailored methodological guidance on how to improve and evaluate the validity of inferences drawn from these methods. Drawing on an integrative literature review and extending a…

Rural adult schools, implemented by Community Learning Centers (CLCs) as part of the Capacity Building Project, face inadequate and irregular funding in China. Moreover, these schools lack technical guidelines for project implementation, posing additional challenges. This study employed the "entrepreneurship-impact" matrix conceptual…

Prior Learning Assessment (PLA) programs are unique to the institution and the students they serve. While a variety of best practices persist, the need for academically rigorous and credible programs is ever-present as institutions evolve to keep up with the growing needs of adult learners today. This article provides a case study overview of…

Using data from multiple informants has long been considered best practice in education. However, multiple informants often disagree on similar constructs, complicating decision-making. Polynomial regression and response-surface analysis (PRA) is often used to test the congruence effect between multiple informants on an outcome. However, PRA…

In this article, smart learning environment (SLE) is defined as a hybrid learning system that provides learners and other stakeholders with a joyful learning process while achieving learning outcomes as a result of the employed intelligent tools and techniques. From literature study, existing SLE models and frameworks are difficult to understand…

This report shares the learnings across 28 exploratory projects from teams across K-12 school districts, nonprofits, and nonprofit and for-profit edtech companies, leveraging AI to support numerous goals across K-12 educational settings. Through this report, we aim to highlight the early successes of AI, surface the key barriers that call for…

This research aimed to study the components and indicators and develop, try out, and evaluate the education administration model towards excellence in the 21st century for Thailand's primary schools. The research was divided into 4 phases: 1) study of components and indicators using the content synthesis method and in-depth interviews with nine…

Anatomy education employs diverse teaching techniques worldwide, causing debates over the effectiveness of traditional versus newer methods. This study sought to investigate medical students' preferences for teaching methods in their institutions and provide recommendations for an optimal anatomy education model. In this cross-sectional study, all…

The purposes of this research aimed to 1) study the components of educational management to develop educational quality toward excellence, 2) study the current states, desirable states, and the needs for educational development for enhancing educational quality toward excellence, 3) create and develop the educational management model for enhancing…

In 2000, Sharpe proposed a framework for graduate teaching assistant (GTA) training based on three key principles: departmental training, faculty training, and accreditation. Sharpe's paper culminated in a call for Higher Education (HE) institutes to adopt this framework. Whilst the principles of Sharpe's work remain relevant, the shape and…

Background: School districts participating in the US Child Nutrition program are required to have a wellness policy. Many state agencies provide model policies to aid districts in policy creation. However, use of model wellness policies has not been associated with higher quality policies. Therefore, the purpose of the present study was to assess…