Propensity score matching and weighting methods are often used in observational effectiveness studies to reduce imbalance between treated and untreated groups on a set of potential confounders. However, much of the prior methodological literature on matching and weighting has yet to examine performance for scenarios with a majority of treated…

The responsibilities of a general physical educator can be challenging and at times overwhelming. Whether teaching a full day of general physical education, or inclusive physical education classes that include a student or multiple students with disabilities, the expectation is that all students will be provided age and developmentally appropriate…

Though teacher education programs must document candidates' teaching dispositions, there is a gap in the literature around what faculty may learn by observing students in contexts outside of the k-12 classroom. This case study explores what faculty may learn about teaching dispositions by observing tutors. For our study, three mathematics…

Classroom walkthroughs are the consistent and systematic observation of instruction in the classroom, and despite research indicating classroom walkthroughs drive student achievement and promote learning, high school principals fail to implement effective classroom walkthroughs on a consistent basis, resulting in teachers not receiving enough…

This study examined potential bias with respect to perceived gender and race in pre-service teachers' professional noticing of children's mathematical thinking. The goal of the study was to explore emerging connections between professional noticing and equity concerns in mathematics education and discover the extent to which such noticing may be…

State and local education agencies across the country are prioritizing the goal of diversifying the teacher workforce. To further understand the challenges of diversifying the teacher pipeline, I investigate race and gender dynamics between teachers and school-based administrators, who are key decision makers in hiring, evaluating, and retaining…

The aim of this paper is to discuss preservice mathematics teachers' in-the-moment noticing of mathematical opportunities and how they reflected on those opportunities both orally and in writing. A faculty-school collaboration program was set up to enable preservice teachers to work with students in a school setting throughout a year. Ten…

Two- and three-level designs in educational and psychological research can involve entire populations of Level-3 and possibly Level-2 units, such as schools and educational districts nested within a given state, or neighborhoods and counties in a state. Such a design is of increasing relevance in empirical research owing to the growing popularity…

The rise of online proctoring potentially provides more opportunities for item harvesting and consequent brain dumping and shared "study guides" based on stolen content. This has increased the need for rapid approaches for evaluating and acting on suspicious test responses in every delivery modality. Both hiring proxy test takers and…

Background: More than two million U.S. families receive home visiting services each year, yet little is known about the content and process of home visit interventions. Home visit observations are a recommended tool to address this gap in knowledge, but guidance regarding how much observation time is needed to provide a trustworthy picture of home…

We evaluated audience control over children's honest reports using a reversal (ABA or ABAB) design. Four typically developing children performed a computer game in which they had to shoot a target and then report on their performance during and at the end of each session. Baseline assessed the accuracy of their reports in the absence of an…

The objective of this paper is to present the conception and validation of the Quality of Educators' Observation and Planning Practices Scale (QEOPPS). The instrument assesses the quality of early childhood educators' observation practices (observing children, collecting information, using the collected information, paying attention to each child)…

One of the most important stages in preservice teacher training is the student teaching experience. The university supervisor (US) plays an integral role in this developmental stage by maintaining a connection between the cooperating teacher, student teacher (ST), and the university. While the traditional method of observing STs has been found to…

Using concepts from feminist surveillance studies, this study followed three early-career teachers as they transitioned from an educator preparation program to professional employment as primary classroom teachers. In particular, this analysis highlights how surveillance constrained and contributed to participants' experiences and available…

An expanding evidence base has advocated for delivery of naturalistic developmental behavioral interventions (NDBIs) within community systems, thus extending the reach of these practices to young autistic children. The current study examined provider-reported use of NBDIs within a Part C Early Intervention (EI) system and the extent to which…