Nowadays, with increasing competitiveness in every field, securing a good job may be difficult. In this connection, students aiming to get into the best educational institution (EI) would give them their best chance of quality education and good job opportunities. Institutional evaluation and selection are complex tasks that must simultaneously…

The allocation of scientific funding through grant programs is crucial for research advancement. While independent peer panels typically handle evaluations, their decisions can lean on personal preferences that go beyond the stated criteria, leading to inconsistencies and potential biases. Given these concerns, our study employs a novel method,…

Purpose: As senior district leaders in US public schools make public statements about the importance of teachers of color for all students, their inaction in designing policies to recruit these educators can undermine diversity progress. This study explores the mixed messaging around one small urban district's effort to increase the ethnoracial…

This qualitative case study explored the perceptions of hiring administrators in a suburban Pennsylvania school district regarding the influence of the Danielson Framework for Teaching (DFT) on the district teacher hiring practices. At the time of this study, research had shown that, out of all other factors, teachers had the largest influence on…

There has been an increasing interest in research performance in recent years. However, in previous studies, research performance has generally been measured by traditional methods. In this study, a model based on multi-criteria decision-making (MCDM) methods is proposed to evaluate the research performance of universities. In order to apply the…

The purpose of this study was to examine music education faculty members' perceptions of admissions and selection criteria for entering master's students in music education degree programs. Using multistage sampling, we distributed a questionnaire to music education faculty at National Association of Schools of Music (NASM)-accredited institutions…

When education leaders and others discuss staffing challenges in K-12 schools, they often focus on teacher shortages. In response, policymakers across the country have launched a range of initiatives to increase the supply of teachers. These kinds of initiatives may help attract more people to teaching. But they address only part of the problem.…

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…

In developing countries like Cameroon, students' participation in higher education can improve on the social, economic, and political status of the country. However, the mismatch between students' program choices and the preferences of the admission board may undermine this vision of national development. Surprisingly, even when students are…

When measuring latent constructs, for example, language ability, we use statistical models to specify appropriate relationships between the latent construct and observe responses to test items. These models rely on theoretical assumptions to ensure accurate parameter estimates for valid inferences based on the test results. This dissertation…

Much has been written about how to improve the fairness of AI tools for decision-making but less has been said about how to approach this new field from the perspective of philosophy of education. My goal in this paper is to bring together criteria from the general algorithmic fairness literature with prominent values of justice defended by…

This qualitative exploratory study investigated the selection and change of majors for nine HBCU (Historically Black Colleges and Universities) students. The study included individual structured interviews that provided data that answered the following research questions: 1) what factors influenced the initial selection of major, and 2) what…

Friendship is of great concern to young children (Unicef 2011. "The State of the World's Children." New York: United Nations Children's Fund). Research also suggests the positive outcomes friendships have on children's development, learning and well-being (Daniels, Tina, Danielle Quigley, Lisa Menard, and Linda Spence. 2010. "My…

Faculty members are entrusted with great power to decide who deserves space within the academic profession. Given that the profession's central mission is knowledge production, such decisions inevitably concern epistemic matters, and specifically, what constitutes legitimate knowledge. From this perspective, faculty hiring is not only a matter of…

Econometrics has become increasingly important in Economics and Business degrees, since it appears to be narrowly related to several main skills and competencies as information management, creativity, problem-solving or decision-making. Furthermore, the development of information technologies, including econometric software, makes it possible to…