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Travis J. Bristol; Makaela E. Jones; James Noonan – American Journal of Education, 2024
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…
Descriptors: Teacher Selection, Minority Group Teachers, Diversity (Faculty), Selection Criteria
Julian Schuessler; Peter Selb – Sociological Methods & Research, 2025
Directed acyclic graphs (DAGs) are now a popular tool to inform causal inferences. We discuss how DAGs can also be used to encode theoretical assumptions about nonprobability samples and survey nonresponse and to determine whether population quantities including conditional distributions and regressions can be identified. We describe sources of…
Descriptors: Data Collection, Graphs, Error of Measurement, Statistical Bias
Yannick Rothacher; Carolin Strobl – Journal of Educational and Behavioral Statistics, 2024
Random forests are a nonparametric machine learning method, which is currently gaining popularity in the behavioral sciences. Despite random forests' potential advantages over more conventional statistical methods, a remaining question is how reliably informative predictor variables can be identified by means of random forests. The present study…
Descriptors: Predictor Variables, Selection Criteria, Behavioral Sciences, Reliability
Jenna K. Offerman; Lucas D. Maxwell; Jay K. Solomonson; Michael J. Barrowclough – Journal of Agricultural Education, 2024
Teacher recruitment and retention in the United States has been deemed an issue across all disciplines and grade-levels. School-based agricultural education (SBAE) is no exception to this issue, where for decades a national shortage of qualified agriculture teachers has persisted. According to the 2021 Illinois Agricultural Education Annual…
Descriptors: Teacher Recruitment, Teacher Shortage, Agricultural Education, Agriculture Teachers
Heather Sandstrom; Catherine Kuhns; Sarah Prendergast; Teresa Derrick-Mills; Laura Wagner – Office of Planning, Research and Evaluation, 2024
Families commonly make decisions about child care and early education (CCEE). CCEE supports children's learning and parents' work and education. Families may use CCEE in a child care center, home, or school setting. They may use a licensed program or relatives, friends, or neighbors to provide care. To support families who are looking for CCEE,…
Descriptors: Child Care, Child Care Centers, Early Childhood Education, Selection Criteria
Tenko Raykov; Christine DiStefano; Lisa Calvocoressi – Educational and Psychological Measurement, 2024
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…
Descriptors: Bayesian Statistics, Models, Decision Making, Comparative Analysis
Hanan Khalil; Fiona Campbell; Katrina Danial; Danielle Pollock; Zachary Munn; Vivian Welsh; Ashrita Saran; Dimi Hoppe; Andrea C. Tricco – Research Synthesis Methods, 2024
This scoping review aims to identify and systematically review published mapping reviews to assess their commonality and heterogeneity and determine whether additional efforts should be made to standardise methodology and reporting. The following databases were searched; Ovid MEDLINE, Embase, CINAHL, PsycINFO, Campbell collaboration database,…
Descriptors: Databases, Citations (References), Research Reports, Evidence
Kelly, Adam L.; Jackson, Daniel T.; Barrell, Donald; Burke, Kate; Baker, Joseph – High Ability Studies, 2023
Relative age effects (RAEs) are independent of specific cutoff dates that can vary from country to country. However, the consequences of changing the selection cutoff dates within a national sport organization are unknown. Further, the transition from international youth to senior representation is yet to be explored in rugby union. Thus, the aims…
Descriptors: Foreign Countries, Team Sports, Athletes, Age
Alexander B. T. McAuley; Joseph Baker; Kathryn Johnston; Greg Doncaster; Adam L. Kelly – High Ability Studies, 2024
The purpose of this study was to investigate the longitudinal prevalence of relative age effects (RAEs) across playing levels and positions in Northern Ireland international male soccer. Birthdates of U17 (n = 276), U19 (n = 320), U21 (n = 331), and senior (n = 108) international players between 2011 and 2023 were recorded. Chi-square tests and…
Descriptors: Males, Team Sports, Athletes, Talent
Jennifer Moore; Alissa Tudor – School Library Research, 2024
The American Library Association (ALA) reported an "unprecedented" number of book challenges in 2022 (ALA, 2022b), resulting in nationwide media coverage and increased awareness of censorship attempts. However, these numbers represent only censorship attempts from external entities, such as parents and the general public; some librarians…
Descriptors: School Libraries, Librarians, Library Services, Library Policy
Qiyang Zhang; Amanda Neitzel – Journal of Research on Educational Effectiveness, 2024
In recent years, the rapid development of artificial intelligence has enabled the launch of many new screening tools. This review aims to facilitate screening tool selection through a systematic narrative review and feature analysis. The current adoption rate of transparent tool reporting is low: by screening 191 studies published in the…
Descriptors: Selection Tools, Educational Resources, Artificial Intelligence, Selection Criteria
Thomas Muecke; Arya Rao; Hugo Walker; Joshua Tinnion; Daniel Jesudason; Stephen Bacchi; Robert Casson; Weng Onn Chan – Discover Education, 2024
Successful entrance into specialty training represents a pivotal stage in the careers of medical officers. Selection for entrance into specialty training programs may encompass criteria including research experience, regional exposure, clinical experience, professional achievements, diversity, equity and inclusion factors, and extracurricular…
Descriptors: Specialists, Medical Education, Surgery, Selection Criteria
Dillard, Shamethia – ProQuest LLC, 2023
Principal leadership significantly impacts student performance, and principal turnover may severely harm student and institutional success in various ways. It is worthwhile to explore how the selection criteria for school leaders can be improved to increase school leader tenure. Existing research on school leadership selection has emphasized that…
Descriptors: Educational Change, Principals, Leadership, Selection Criteria
Ingvild Reymert – Higher Education Policy, 2024
Traditionally, professorial recruitment has been controlled by scholars themselves selecting the best qualified candidates as a new member of the academic community according to scientific criteria. Recent studies have, however, documented that recruitment has become increasingly influenced by managers and HR personnel who approach professorial…
Descriptors: Foreign Countries, College Faculty, Change, Human Resources
David B. Allen – ProQuest LLC, 2024
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…
Descriptors: Black Colleges, College Students, Majors (Students), Decision Making