Interest in collecting and mining large sets of educational data on student background and performance to conduct research on learning and instruction has developed as an area generally referred to as learning analytics. Higher education leaders are recognizing the value of learning analytics for improving not only learning and teaching but also…

This study aims to disentangle the complex relationships among student attributes, school context, and student performance in mathematics and science in Trinidad and Tobago, using the PISA 2009 data. Our findings reveal that schools account for a substantial amount of variation in students' mathematics and science performances. School…

Learners' self-regulation, which includes motivational variables, is influenced by personal variables within learners themselves, as well as by contextual factors. A great deal of research has focused on personal variables in learners that influence their self-regulated behaviours; yet contextual influences that operate outside of formal schooling…

In light of the emergence of statistical analysis techniques based on data mining in education sciences, and the potential they offer to detect non-trivial information in large databases, this paper presents a procedure used to detect factors linked to academic achievement in large-scale assessments. The study is based on a non-experimental,…

Background: Policymakers' use of high-stakes exams to improve students' academic achievement affects teachers and their tenure in the field at all levels of schooling. Novice teachers now being inducted into the field have been educated almost exclusively in these high-stakes learning environments. Yet, how their familiarity with these contexts…

This article examines peer-to-peer learning--in virtual schools--among the most vulnerable of students. As a description of a comprehensive case study focused on three different students with disabilities, their parents, their teachers, and their school administrators, this article examines the effects of three kinds of variables on the prevalence…

This study used social cognitive career theory (Lent, Brown, & Hackett, 1994), as a framework to investigate predictors of career choice actions, operationalised as career planning and career exploration. The model was tested cross-sectionally and longitudinally with 631 high school students enrolled in Grades 10-12. Students completed measures of…

Background: Researchers focused on mental health of conflict-affected children are increasingly interested in the concept of resilience. Knowledge on resilience may assist in developing interventions aimed at improving positive outcomes or reducing negative outcomes, termed promotive or protective interventions. Methods: We performed a systematic…

The purpose of this study was to examine college pathways or college access and success of rural, first-generation students. Most research on college pathways for low- and moderate-income students focuses on those students as a whole or on urban low-socioeconomic status (SES) students. (Caution is in order when generalizing the experiences of…

The purpose of this paper is to examine the predictors of children's media use in the USA, comparing cross-sectional and longitudinal analyses. Data come from Waves 1 and 2 of the Child Development Supplement (CDS-I; CDS-II), a nationally representative sample of American children aged 0-12 in 1997 and 5-18 in 2002. Twenty-four hour time use…

This study explores factors first generation college graduates identify as impacting their successful baccalaureate degree attainment. This research was conducted using qualitative case study method, and a cross case analysis of individual case summaries was completed. Through a review of degree attainment, persistence, and first generation…

Race or ethnicity, demographic, and disability factors were investigated as predictors of vocational rehabilitation acceptance. Severity of disability was the strongest predictor, followed by education, a secondary disability, race or ethnicity, and age at the time of application; gender was not significant. Acceptance rates differed with specific…

This study examined the nontraditional career choice goals of 302 Mexican American adolescent men using an extended version of Lent, Brown, and Hacketts (1994) career choice model. It was hypothesized that several background contextual variables (e.g., acculturation level, parental support, perceived occupational gender barriers) would predict…

This study examined the ability of future certainty--an individual's perception of future stability, operationalized as the likelihood of certain life outcomes--to explain variance in delinquency and school adjustment, while controlling for economic, neighborhood, and family factors, among a cross-sectional sample of 1422 male and 1562 female…

The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…