The increasing use of learning management systems (LMSs) generates vast amounts of clickstream data, opening new avenues for predicting learner performance. Traditionally, LMS predictive analytics have relied on either supervised machine learning or Markov models to classify learners based on predicted learning outcomes. Machine learning excels at…

Enemy items are two test items that should not be presented to a candidate on the same test. Identifying enemies is essential for personnel assessment, as they weaken the measurement precision and validity of a test. In this research, we examined the effectiveness of lexical and semantic natural language processing techniques for identifying enemy…

Using data from the 2021 Multi-Institutional Study of Leadership (MSL), we explored the relationships between college students' levels of basic needs insecurity and perceptions of belonging and campus climate. The results indicated a statistically significant (p < 0.05) and negative relationship between these constructs--and additional negative…

Labeling students with learning problems may change teachers' evaluations of them. Our study examined whether the "Special Learning Needs" (SLN) and "Learning Disability" (LD) labels influenced teachers' beliefs that the diagnosis was correct and activated a low-competence stereotype. We examined whether this stereotype lowered…

Policies for talented students with disabilities, or twice-exceptional students, exist in very few states across the country. Historically, families of twice-exceptional students have found most of their support though implementation of Individualized Education Plans (IEPs) or 504 Accommodation plans. Yet, there is no federal mandate for gifted…

Issues of race and racism in U.S. higher education often neglect the experiences of international students (Yao et al., 2019). In this article, the author advocates for more intentional institutional attention to and support for international students' development of critical consciousness and agency regarding issues of race and racism, as they…

This teaching note reviews a four-part discussion post assignment that asks Black-identified students enrolled in a class connected to a Black living-learning community to make sociological and personal connections to concepts related to race, anti-Blackness, and institutional racism in Yaa Gyasi's novel "Homegoing." Reflecting on their…

Labeling of gifted pupils can negatively affect the life path of gifted individuals. The study explores whether and how a teacher can label gifted pupils when applying educational strategies based on internal differentiation. We focused on formally identified intellectually gifted pupils (age 7-12) educated in (mainstream) elementary schools in…

Typically developing children learn to name things without explicit teaching (Fiorile & Greer, 2007), but this is not always possible when teaching a child with a disability such as autism (Olaff et al., 2017). Labels of nonvisual and internal stimuli are generally harder to teach than visual ones due to the absence of physical reference and…

There is a lack of research into talent identification and talent development in the field of performing arts. The Voice of Holland (TVOH) has been the subject of a longitudinal empirical study as a good example of a setting for talent identification and talent development in this field. The study involved a literature review on talent approaches,…

Field-Based Practicum (FBP) about Pterydophyta diversity material in Low plant botany learning is very important, even though the facts in the field show that FBP is still minimally carried out. This research aims to utilize the potential diversity of Pterydophyta in the Tuban-Lamongan Pantura area as a support for FBP about low plant botany…

The aim was to test the use of eye-tracking methodology for the early detection of ASD in a task of association between unfamiliar objects and pseudowords. Significant differences were found between ASD (n = 57) and TD (n = 57) Spanish speaking toddlers in the number and time of fixation. The TD children showed more and longer fixations on eyes…

Though there is evidence autism identification has been inequitable for populations who are culturally and linguistically minoritized, there is limited research that explains the issue of disproportionality and factors contributing to its occurrence, especially within an educational setting. To explore contributors to racial/ethnic disparities in…

Scientific observation is a disciplinary-informed way of looking at the world that requires the coordination of domain knowledge and perceptual skills with specialized tools and techniques to systematically identify objects, organisms, specimens, or phenomena of interest. Identification is a particular form of skilled observational practice where…

Emotionally based school non-attendance (EBSNA) difficulties negatively impact children and young people (CYP) and their families at many levels. EBSNA is complex, often involving individual and contextual risk factors which may require a school-wide or multi-agency response. This action research study in one UK local authority explored how…