The Office of English Language Acquisition (OELA) has synthesized key data on English learners (ELs) into two-page sheets on a variety of subjects. This fact sheet focuses on: (1) English Learners as a Percentage of Total Enrollment within the Top 10 States: School Year 2000-01; (2) English Learners as a Percentage of Total Enrollment within the…

Demographic features are commonly used in Educational Data Mining (EDM) research to predict at-risk students. Yet, the practice of using demographic features has to be considered extremely problematic due to the data's sensitive nature, but also because (historic and representation) biases likely exist in the training data, which leads to strong…

Predictive analytics methods in education are seeing widespread use and are producing increasingly accurate predictions of students' outcomes. With the increased use of predictive analytics comes increasing concern about fairness for specific subgroups of the population. One approach that has been proposed to increase fairness is using demographic…

Objective: To determine the demographic and clinical characteristics of children followed up with the diagnosis of autism spectrum disorder (ASD) at a tertiary center in Southeeast Turkey. Methods: Children followed up with the diagnosis of ASD at a university hospital child psychiatry clinic between June 2016 and June 2021 were evaluated…

Career opportunities for U.S.-educated student affairs professionals to work outside of the U.S. in student affairs have become increasingly available over the past two decades. The purpose of this study was to determine demographics of U.S.-educated expatriate student affairs professionals and their motivations to work abroad, which remains a…

The long-term financial viability of private higher education has been a topic of concern for some time, with experts predicting their decline. This concern has been exacerbated by declining enrollment, mounting deficits, and a wave of closures among small private institutions. Demographic changes, including declining high school graduate…

As federal strategic plans prioritize increasing diversity within the biomedical workforce, and STEM training and outreach programs seek to recruit and retain students from historically underrepresented populations, there is a need for interrogation of traditional demographic descriptors and careful consideration of best practices for obtaining…

Current accountability in higher education is primarily focused on equality--the application of the same metrics to all schools no matter whom they enroll. But an accountability system that judges schools only on former students' earnings outcomes will reward schools with certain demographic profiles over others--in the context of this report,…

The role of the Adventure Sports Coach (ASC) has recently become the focus of academic interest. Although research emerging from the field is beginning to diversify, the majority is limited in terms of sampling and methodology. The current study broadened the participant base by providing a demographic analysis of ASCs. An online survey of 504…

Objective: This study aimed to assess the level of parental burnout in Togo and to examine his association with other socio-demographic variables. It is an investigation that took place alongside the International Investigation of Parental Burnout (IIPB). Method: Using the Parental Burnout Assessment, 103 parents in Lomé and Tsévié were asked to…

Previous scholarship has provided a broad overview of demographic trends in secondary school music enrolment across the United States. However, there exists a gap in the literature in how students with disabilities are represented in school music, and the demographics of students enrolled in experiences outside of band, orchestra, and choir.…

Is physics education research based on a representative sample of students? To answer this question we skimmed physics education research papers from three journals for the years 1970-2015 looking for the number of research subjects, the course the subjects were enrolled in, and the institution where the research was conducted. We combined this…

Universal screening for social, emotional, and behavioral risk is an important method for identifying students in need of additional or targeted support (Eklund and Dowdy in School Mental Health 6:40-49, 2014). Research is needed to explore how potential bias may be implicated in universal screening. We investigated student demographics as…

Research has shown that undergraduate research experiences can have substantive effects on retaining students in science, technology, engineering and mathematics (STEM). However, it is impossible to provide individual research experiences for every undergraduate student, especially at large universities. Course-based undergraduate research…

The Office of English Language Acquisition (OELA) has synthesized key data on English learners (ELs) into two-page sheets on a variety of subjects. This fact sheet focuses on: (1) English Learners as a Percentage of Total Enrollment, Top 10 States: School Year (SY) 2000-01; (2) English Learners as a Percentage of Total Enrollment, Top 10 States:…