Purpose: Caregivers of deaf/hard of hearing infants are faced with challenging decisions regarding their child's communication method. The purpose of the current research note is to characterize the advice that caregivers receive and value as well as the factors that influence caregivers' decision making. Method: The current study enrolled 105…

Counterfactual conditional sentences (e.g., "If giraffes had fins, they would swim") involve an antecedent (e.g., "If giraffes had fins") which is false in the actual world. They also involve a consequent (e.g., "they would swim"), expressing a possibility given the antecedent. Reasoning about counterfactual…

Recruiting career changers into teaching has emerged as a part of a strategy by governments worldwide to address complex teacher shortage problems in hard-to-staff schools. In this paper, we present a case study of two career change teachers and trace their career journey into Initial Teacher Education (ITE) and the teaching profession in two…

Foraging refers to behavior that exploits the current environment for resources and induces exploration for a better environment. Visual foraging tasks have been used to study human behavior during visual searches. Participants searched for target stimuli among the distractors and either acquired or lost points when they clicked on a target or…

This note demonstrates that the widely used Bayesian Information Criterion (BIC) need not be generally viewed as a routinely dependable index for model selection when the bifactor and second-order factor models are examined as rival means for data description and explanation. To this end, we use an empirically relevant setting with…

Post qualitative inquiry is an immanent approach to research that I engaged during a study on TikTok with my 11-year-old daughter. In this article, I reflect on how its experimental style enabled a provisional escape from the hierarchy of adult/child through lines of flight. I also reflect on how binary thinking that disparages children's…

Much of the literature in library leadership and management focuses on strategies and practices based on discrete attributes and sweeping human behaviors intended to improve operational effectiveness. This paper challenges the reader to build a mindset for leadership that reflects the real world, where leaders and managers work within parameters…

A decision consistency (DC) index is an estimate of the consistency of a classification decision on an exam. More specifically, DC estimates the percentage of examinees that would have the same classification decision on an exam if they were to retake the same or a parallel form of the exam again without memory of taking the exam the first time.…

The problem that was addressed in this study is the high rate of teacher attrition at a K--8 Title I school in Arizona. The purpose of this basic qualitative study was to explore the perceptions of the teachers who have chosen to remain at this school rather than leave. The theoretical framework of the study was based on Herzog's motivational…

Although trajectories of youth volunteering were disrupted by the COVID-19 pandemic, nevertheless some youth persisted in volunteering, and others emerged as volunteers. To understand volunteering trajectories, the present mixed method study proposed a model adapted from prior literature and examined volunteer trajectories during the pandemic.…

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…

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…