The test results show that the fast Fourier process with multiple time superposition and a dimension length of 40 is most beneficial to the accuracy of the model. The loss curve value of the convolutional recurrent network model (CRN) is much lower than the other three models. The music tone recognition model learns better. The accuracy rate value…

Because studies examining youth drug use often have data with a high proportion of zeros, they often do not meet the assumptions for univariate or linear regression analyses that are typically used. We demonstrate the use of zero-inflated negative binomial regression models to address excessive zeros in drug use frequency on perceptions of…

The necessity of providing specific forms of support to youth activists engaged in the pursuit of racial and intersectional justice is evident, especially given current unsupportive political contexts of anti-protest and anti-Critical Race Theory legislation. Hence, this qualitative research study assigns importance to the firsthand experiences of…

Among all, Cronbach's Alpha and McDonald's Omega are commonly used for reliability estimations. The alpha uses inter-item correlations while omega is based on a factor analysis result. This study uses simulated ordinal data sets to test whether the alpha and omega produce different estimates. Their performances were compared according to the…

Having a job immediately after graduation is the dream of every IT graduate. However, not everyone can achieve this outcome. The study's primary goal is to develop predictive models to forecast IT graduates' chances of finding a job based on factors such as academic performance, socioeconomic status, academic habits, and demographic data.…

Novice chemists often struggle with the highly visual nature of some chemistry topics. To make visually demanding concepts, such as isomerism and stereochemistry, more accessible to students, chemistry instructors have long recommended the use of molecular model kits as visual aids. However, studies pertaining to student model usage have shown…

This paper describes a neural network model that can be used to detect at- risk students failing a particular course using only grade book data from a learning management system. By analyzing data extracted from the learning management system at the end of week 5, the model can predict with an accuracy of 88% whether the student will pass or fail…

Empirical studies often demonstrate multiple causal mechanisms potentially involving simultaneous or causally related mediators. However, researchers often use simple mediation models to understand the processes because they do not or cannot measure other theoretically relevant mediators. In such cases, another potentially relevant but unobserved…

In this brief, we outline the five components of the ISLA model, as well as steps that school and district teams can take to begin implementing these practices within their positive behavioral interventions and supports (PBIS) framework. Key Takeaways: (1) The ISLA model was created to support teachers, staff, and students by focusing on…

The AIM process is a strategic planning process for school districts to create Comprehensive Health and Wellness Plans (CHWPs) aligned with the Whole School, Whole Community, Whole Child model. The purpose of this study is to describe results of this process as it was implemented with 21 rural school districts. An 81-item survey was completed by…

Middle school classrooms are increasingly more diverse, and students are often disconnected and disengaged from the learning. Research has demonstrated that arts integration instructional frameworks hold promise to engage students and to improve student outcomes. The purpose of this program evaluation was to assess if implementation and use of…

This explanatory, sequential mixed-methods case study examined the extent to which participation in a mentoring program affects the sense of self-efficacy of school-age girls of color. The researcher conducted this study in a Title I suburban public elementary school implementing the New York State Mentoring Program (NYSMP) model. The NYSMP…

The Congregation of Holy Cross has been working on evangelisation and education in Bangladesh for more than 170 years. This study examines the educational mission of the Congregation in Bangladesh. The study is conducted from a historical perspective. The paper is based primarily on the examination of written documents -- primary and secondary --…

Multiple choice questions are traditionally expensive to produce. Recent advances in large language models (LLMs) have led to fine-tuned LLMs that generate questions competitive with human-authored questions. However, the relative capabilities of ChatGPT-family models have not yet been established for this task. We present a carefully-controlled…

Predictive coding theories suggest that core symptoms in autism spectrum disorders (ASD) may stem from atypical mechanisms of perceptual inference (i.e., inferring the hidden causes of sensations). Specifically, there would be an imbalance in the precision or weight ascribed to sensory inputs relative to prior expectations. Using three tactile…