Learning analytics is an emerging discipline and, as such, benefits from new tools and methodological approaches. This work reviews and summarizes our workshop on microgenetic data analysis techniques using R, held at the second annual Learning Analytics Summer Institute in Cambridge, Massachusetts, on 30 June 2014. Specifically, this paper…

Development of environmental literacy needs an interdisciplinary effort. Especially language classes, with environment related texts, have potential to support environmental literacy. In this research it is aimed to analyze the Turkish language course books in terms of components of environmental literacy. To this end, four Turkish course books…

This study examined the determinants of students' willingness to intervene in bullying incidents, as well as the process underlying students' defending behaviors. The participants were 24 students (12 defenders and 12 outsiders) recruited from six secondary schools in southern Taiwan. The study used semi-structured interviews to collect…

Recent research has emphasized the key role of engagement in helping students succeed in school and beyond. Given the academic struggles that many English learners (ELs) face as they transition to middle school, exploring the facets of engagement in middle school ELs is needed. We established reader profiles for eight sixth grade Hispanic ELs and…

Increased attention to the relationships between affect and learning has led to the development of machine-learned models that are able to identify students' affective states in computerized learning environments. Data for these affect detectors have been collected from multiple modalities including physical sensors, dialogue logs, and logs of…

Research Findings: This study examined 56 young (prekindergarten through 2nd grade) urban-dwelling African American children's understanding of the affective attributions and consequences of 3 types of sociomoral rule systems: prosocial, active, and inhibitive morality. It also tested the relationship of affective attributions and consequences to…

This qualitative, grounded theory study investigated teacher perspectives on the relationship between executive function and reading aptitude. The influence of executive function may be underestimated in terms of its impact on reading aptitude, which could have significant implications on how reading aptitude is currently defined. The foundational…

The aim of this thesis is to investigate and present the status of student synthesis with color coded formula writing for grade level six through twelve, and to make recommendations for educators to teach writing structure through a color coded formula system in order to increase classroom engagement and lower students' affect. The thesis first…

The 7th International Conference on Education Data Mining held on July 4th-7th, 2014, at the Institute of Education, London, UK is the leading international forum for high-quality research that mines large data sets in order to answer educational research questions that shed light on the learning process. These data sets may come from the traces…