Recent methods have sought to improve precision in randomized controlled trials (RCTs) by utilizing data from large observational datasets for covariate adjustment. For example, consider an RCT aimed at evaluating a new algebra curriculum, in which a few dozen schools are randomly assigned to treatment (new curriculum) or control (standard…

School rating websites are increasingly used by parents to assess the quality and fit of U.S. K-12 schools for their children. These online reviews often contain detailed descriptions of a school's strengths and weaknesses, which both reflect and inform perceptions of a school. Existing work on these text reviews has focused on finding words or…

This paper examines the mathematics content knowledge of graduate entry middle school mathematics pre-service teachers at the beginning (n=105; 80%) and end of a mathematics curriculum course. It was found that mathematics content knowledge at the commencement of the course was not strong. An intervention was designed to take account of content…

We explore multi-modal machine learning-based approaches (facial expression recognition, auditory emotion recognition, and text sentiment analysis) to identify "negative moments" of teacher-student interaction during classroom teaching. Our analyses on a large (957 videos, each 20min) dataset of classroom observations suggest that: (1)…

In this article, we examined the impact of the COVID-19 pandemic on education. We combined collaborative inquiry and photo-eliciting methods to examine education with a reflective lens and understand changes that occurred during the pandemic. A principal and a vice principal working in different public schools adopted the dual roles of being…

We report on findings from two one-on-one teaching experiments with prospective middle school teachers (PTs). The focus of each teaching experiment was on identifying and explicating the mental processes and types of intermediate, supporting reasoning that each PT used in their development of combinatorial reasoning. The teaching experiments were…

After PISA 2009, Shanghai education has received unprecedented attention from home and aboard. The government in Shanghai summed up the successful experience and launched the New High-Quality Schools (NHQS) project as a response. Under the policy background of promoting high-quality and equitable compulsory education in China, the NHQS project…

We explore the epistemological issues that arise when considering STEM as a curricular and instructional construct. Our approach is somewhat unique in that we are not focused on the curricular or instructional boundaries of STEM education, but consider the nature of the cognitive activity at play during STEM-focused activity, with an emphasis on…

This study used comparative interrupted times series analyses to assess the impact of a continuous improvement-focused family engagement intervention on ninth grade attendance and course passing rates. The intervention, conducted in an urban district, sought to improve middle and high school family engagement practices during the transition to…

Early adolescents undergo immense developmental changes which consequently impact their middle level educational experiences. These changes are also mediated through social forces such as race, class, gender, and sexuality. Despite the intersection of early adolescent development with social and institutional forces, critical concepts such as race…

The purpose of the current study is to estimate reliability, internal consistency, and construct validity of the Measure of Instruction for Creative Engagement (MICE) instrument. The MICE instrument used an iterative process of evidence collection and scoring through teacher observations to determine instructional domain ratings and overall…

Graduating high school seniors who are college and career ready has become a focal point of our nation. The Advancement Via Individual Determination (AVID) program has been preparing college and career ready students who are first generation college-going students, from subgroups traditionally underrepresented in higher education, and from…

In this study, it was tried to determine teaching activities that elementary preservice mathematics teachers exhibited in a micro teaching session. Preservice teachers are required to prepare and later present a sample micro teaching session. First of all, they were advised to freely select a topic (or an attainment) of their own intention within…

Utilizing longitudinal data from the national Schools to Watch (STW) program, this paper examines school demographic characteristics and teacher ratings of the implementation of STW criteria in STW schools and schools that have applied but have not yet been designated as a STW. The STW program was established by the National Forum to Accelerate…

Political boundaries have historically been used to both segregate and integrate populations by social characteristics. Researchers have investigated the concentration of poverty, yet less attention has been given to the concentration of affluence, despite growing income segregation of the affluent from middle and low-income households. While the…