Objective: This scoping review aimed to map the extent of evidence on parental advocacy programmes supporting participation in child welfare decision-making. Introduction: Though parental advocacy programmes aim to empower parents navigating complex child welfare systems, the breadth of evidence has not yet been synthesised. Inclusion criteria:…

In many large-scale testing programs, examinees are frequently categorized into different performance levels. These classifications are then used to make high-stakes decisions about examinees in contexts such as in licensure, certification, and educational assessments. Numerous approaches to estimating the consistency and accuracy of this…

This dissertation examined classification outcome differences among four popular individual supervised machine learning (ISML) models (logistic regression, decision tree, support vector machine, and multilayer perceptron) when predicting minor class membership within imbalanced datasets. The study context and the theoretical population sampled…

This study addresses the issue of preference for natural versus synthetic products in different contexts, specifically food, medicines, and cosmetics. Participants were 52 students aged 14-15 years from two schools. We analysed the choices and justifications offered by 28 students from one of the schools before and after receiving an instructional…

Special education eligibility determinations are decision making processes that involve multiple stakeholders who bring a variety of power, privilege, and influence that impacts the overall decision and trajectory of the evaluation team. Eligibility for special education is a prescriptive process outlined by federal and state regulations that…

Increasing graduation rates continues to be a high priority for administrators at community colleges nationwide. While several factors affect graduation rates, many researchers focus on how a student's status as declared or undecided may impact their likelihood of graduating. This study aims to examine the potential relationship between…

Fetters et al.'s (2013) mixed methods integration framework uses construction metaphors: building, connecting, merging, and embedding. In a similar vein, this article uses an architectural metaphor and introduces design patterns as building blocks for mixed methods research design. A design pattern embeds one specific design decision into its…

ICT advancements have enabled more online activities, resulting in several cyberethical behaviours. The literature documents the prevalence of plagiarism and online fraud, among others. While behaviour has been explained by several theories, as scholarship and research advance, frameworks are modified to include more constructs. This paper…

Population-adjusted indirect comparison (PAIC) is an increasingly used technique for estimating the comparative effectiveness of different treatments for the health technology assessments when head-to-head trials are unavailable. Three commonly used PAIC methods include matching-adjusted indirect comparison (MAIC), simulated treatment comparison…

Stress experienced during high-risk decision-making may impair performance, but can also be a cue, provoking the move from intuitive and automatic application of expertise to reflective and deliberative approaches. This article reports an exploratory intervention designed to provoke reflection-in-action and, ultimately, to improve practice…

Purpose: The purpose of this qualitative study was to explore the motivation for instructors to begin and continue teaching community college courses in carceral settings. Conceptual Framework: My conceptual framework presented public service motivation (PSM) and prosocial motivation as different types of motivation that lead to different types of…

The issue of teacher shortages has long been a concern in schools across the nation. Currently, the majority of states have reported persistent shortages, with special education experiencing the most severe gaps. The purpose of this study is to explore the effects of school climate on teacher retention in special education schools. Special…

The landscape of workforce management has undergone a significant transformation, marked by a notable shift from the traditional framework of Human Resources (HR) to the contemporary concept of people operations. This shift represents a fundamental reimagining of the role of HR, emphasizing a more comprehensive and personalized approach to…

This work explores the impact of crises, particularly the COVID-19 pandemic, on strategic planning processes in higher education institutions (HEIs). It investigates how crises affect strategic planning, implementation, and achievement of performance metrics outlined in institutional strategic plans. The study employs mixed-methods research to…

The purpose of this study was to determine the effects of model recordings on undergraduate conductors' tempo decisions for selected wind band excerpts. Participants (N = 42) studied three music score excerpts for 5 minutes each either (a) with an increased-tempo recording, (b) with a decreased-tempo recording, or (c) with a metronome set to the…