We develop an end-to-end neural network-based computer vision system to automatically identify "where" each person within a 2-D image of a school classroom is looking ("gaze following"), as well as "who" she/he is looking at. Automatic gaze following could help facilitate data-mining of large datasets of…

Research Findings: We evaluated the score stability of the Mathematical Quality of Instruction (MQI), an observational measure of mathematics instruction. Three raters each scored, independently, 100 video-recorded lessons taught by 20 kindergarten teachers in the spring. Using generalizability theory analyses, we decomposed the MQI's score…

The current paper discusses the implementation and scaling of an early education program (Texas School Ready; TSR). Implementation and scaling of the TSR program were initially met with challenges such as participant/site recruitment, participant retention, and staff training. These 3 challenges are highlighted along with the ways in which…

Arguably one of the most valuable tools for investigating pupil behaviour in an educational environment is systematic classroom observation. Classroom observation is often cited as having the potential to enable research of the learning process in action. Low inference classroom observation instruments are designed to record a sequence of data…

A multiple-baseline across behaviors design was utilized to examine the relation between performance-based feedback (PF) and the frequency of teaching teams' use of target behaviors during observation sessions with six teachers in three inclusive preschool classrooms. Teachers increased their use of target behaviors when feedback was provided and…

Coaching is increasingly emphasised as a promising feature of professional development, yet concrete understanding of this complex process is lacking. This study investigates an observation-based coaching process by interviewing coaches and teachers from a three-year longitudinal PD programme. Findings indicate that coaches often supplemented…

A one-size-fits-all model of instruction cannot provide equitable access to education for all students. Research demonstrates that thoughtfully changing instruction to support student learning during a lesson, known as adaptive teaching, is an important component of effective literacy instruction. To understand this dynamic dimension of effective…

This tool was developed to assist school leaders in observing specific research-based practices during literacy instruction in grade 4-12 classrooms and students' independent use or application of those practices. The tool aims to help school leaders conduct brief and frequent walkthroughs throughout the school year. The tool consists of three…

Development of the Jordan Performance Appraisal System (JPAS) was completed in 1996. This study examined the factor structure of the classroom observation instrument used in the JPAS. Using observed classroom instructional quality ratings of 1220 elementary teachers of Grades 1-6 in the Jordan School District, this study estimated the factor…

'Good teaching' remains disputed, but few studies have empirically studied variations in views of good teaching as reflected in teacher education. This study performed a content analysis of criteria for student teacher lesson observations stated in protocols from universities in six countries. Similarities across the protocols were the absence of…

The purpose of this report is to present our process and results for establishing validity and reliability of an observation tool used to investigate teaching practices that high school mathematics teachers use to engage students. We developed our tool using established practices, such as reviewing literature to develop a framework for instruction…

This mixed-methods study's main goal was to examine whether teachers' conflict intervention strategies are contingent upon children's insistence level (i.e., unwillingness or inability to understand others' perspectives) and whether this support leads to different outcomes. An additional goal was to under-stand teachers' perceptions of peer…

Collaboration between teachers and academics can have a sustainable impact on teachers' professional development. Accordingly, the aim of the study was to investigate the effect of the academic counseling model (ACM) based on academic-teacher collaboration on the pedagogical content knowledge (PCK) of in-service teachers. The ACM consists of five…

We compared 236 geoscience instructors' histories of professional development (PD) participation with classroom observations using the Reformed Teaching Observation Protocol (RTOP) that describe undergraduate classes as Student-Centered (score [greater than or equal to] 50), Transitional (score 31-49) or Teacher-Centered (score [less than or equal…

This article offers a diffractive methodological intervention into workplace studies of academic life. In its engagement of a playful, performative research and writing practice, the article speaks back to technocratic organisational and sociological workplace 'time and motion' studies which centre on the human and rational, and presume a linear…