This study examined the ways in which an equity analytics tool -- the SEET system -- supported middle school science teachers' reflections on the experiences of diverse students in their classrooms. The tool provides teachers with "equity visualizations" -- disaggregated classroom data by gender and race/ethnicity -- designed to support…

Background: Children's academic achievement is considerably influenced by genetic factors, which rarely operate independently of environmental influences such as teachers' behaviour. Praise and punitive discipline are commonly used management strategies by teachers. However, their effects on the genetic expression of children's academic…

Purpose: This study focused on identifying measurable constructs of a restorative classroom and appropriate metrics to measure those constructs through content validity analysis of a direct observation tool. The tool was designed to assess restorative practices implementation in the classroom in the context of professional development supporting…

Expectations of big data across various fields, including education, are increasing. However, uncovering valuable insights from big data is like locating a needle in a haystack, and it is difficult for teachers to use educational big data on their own. This study aimed to understand changes in student participation rates during classes and…

Methods to transcribe and represent classroom video data are central to studying teaching and learning in classrooms. However, current methods focus on encoding and representing data over time, not space. In this paper, we demonstrate the value of a new methodological approach called interaction geography to transcribe and interactively visualize…

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)…

Purpose: Our study focused on identifying measurable constructs of a restorative classroom and appropriate metrics to measure those constructs through content validity analysis of a direct observation tool. The tool was designed to assess restorative practices implementation in the classroom in the context of professional development supporting…

This descriptive study attended to the extent to which we see evidence of the presence of four practices that promote equity and access in 141 grades 3-8 mathematics lessons in the United States. We found that lessons generally showed evidence of some incorporation of the practices but often not at the highest level. Teachers in this sample…

A growing body of research has shown the positive effects of peer tutoring on students' academic achievement, self-concept, attitude, social, and behavioral outcomes. There is, however, a paucity of research that focuses on peer-tutoring interventions for Hispanic students. The current study examined classroom practices, as well as program…

The study was a latent profile analysis of teacher classroom management styles. The data used were derived from a randomized control trial that examined the efficacy of the CHAMPS behavior management program on middle school teachers. There were 187 teachers in this study recruited from Midwestern schools. A latent profile analysis was conducted…

The middle level years (ages 9-15) are particularly critical for young adolescent students as they explore who they are, and how they fit into the world (AMLE, 2020). Developing an awareness and understanding of how genders are sometimes treated inequitably can have a significant impact on young adolescents' self-perceptions and developing sense…

Social studies teachers in the United States are often unprepared or hesitant to teach about race and racism. This is especially true among White teachers. If teachers are to teach American history, they must be prepared to teach about race and racism, starting with the construction of race in Colonial America and continuing to emphasize the…

Background: As a point of departure, this study assumes that teaching to impart knowledge is inseparable from its moral role to create an ethical citizenry, such as developing standards of academic integrity. Aims: The study aims at delving into how different facets of the sense of (in)justice in the classroom may play a significant role in…

The current study provided voice to nominated exemplar classroom teachers in identifying malleable, discrete aspects of the classroom environment, teacher behavior and practices that define culturally responsive instruction. Interview data from a sample of 13 teachers was analyzed using a consensual qualitative research approach. Results provided…

Germany historically responded to student diversity by tracking students into different schools beginning with grade 5. In the last decades, sociopolitical changes, such as an increase in "German-as-a-second-language" speaking students (GSL), have increased diversity in all tracks and have forced schools to consider forms of…