We investigated what a cognitive framework for measuring classroom teaching could reveal about (a) the impact of a professional development (PD) program on teaching practices and (b) the relationship between teaching practices and student science learning. To conduct this study, we leveraged a collaboration between two entirely independent…

Social network research on teachers and schools has risen exponentially in recent years as an innovative method to reveal the role of social networks in education. However, scholars are still exploring ways to incorporate traditional quantitative methods of Social Network Analysis (SNA) with qualitative approaches to social network research. This…

In an education system marred by inequity, urban schools in the United States are faced with the challenge of helping students from marginalized groups succeed. While many strategies have been tried, most are built on deficit-based models that blame students and teachers for a lack of achievement and ignore the role of power within the school…

In this work we explored proof schemes used by 41 middle school students when confronted with four mathematical propositions that demanded verification of accuracy of statements. The students' perception of mathematically complete vs. convincing arguments in different mathematics branches was also elicited. Lastly, we considered whether the…

In this paper, we investigate the correspondence between student affect and behavioural engagement in a web-based tutoring platform throughout the school year and learning outcomes at the end of the year on a high-stakes mathematics exam in a manner that is both longitudinal and fine-grained. Affect and behaviour detectors are used to estimate…

This study probes more deeply on defining the "reform agenda" and answering the question, "How do coaches balance pushing the reform agenda and meeting the immediate needs of school staff?" This study first teases apart what coaches mean by "reform agenda" and "immediate needs." The term "reform…