The study provides a detailed methodological approach, cross-industry standard process for data mining, for predicting at-risk students with an imbalanced class. The objective was to identify the best machine learning model for predicting students at risk of failing the course during weeks 2-8 of the semester. We encountered issues in the dataset,…

As states consider non-academic measures of school quality for their accountability plans under the Every Student Succeeds Act, few are choosing to focus on the school climate in which students learn. That's not a surprise, given concerns about the validity and usefulness of existing climate surveys. However, the authors argue, a recent study…

Classroom environments were analyzed to better understand adult language modeling rates and whether teacher certification practices contributed to differences with learners with deafblindness (DB). Student characteristics were also examined in relation to communication rates. When there is a dual sensory loss, access to tactile and visual…

Background: Studies have assessed health in schoolchildren. Less is known about the environmental and occupational health of teachers. Methods: A cross-sectional survey of teachers was conducted in 24 randomly selected public elementary schools. Questionnaire included sociodemographic information, healthcare, school conditions, and health…

Early language ability is a strong predictor of later language and reading outcomes. Whilst young children with home languages that differ from the dominant language spoken in their country of residence may lag behind their peers in literacy and academic achievement, effective supports for young dual-language users may be overlooked in mainstream…

The present study sought to examine the relationship between classroom environment and English as a Foreign Language (EFL) learners' academic self-efficacy. To this end, a sample of 200 advanced EFL learners (146 females and 54 males) completed the "What is Happening In This Class?" (WIHIC) which consists of seven scales including…

Summer enrichment and residential programs can provide gifted students with positive social interactions and challenging curricula. However, little research has focused on gifted students' perceptions of the learning environment in such programs. This research project evaluated the psychometric properties and practical applications of the…

Drawing on data from a merged data set from a student survey and a parent survey that were conducted in the Emirate of Abu Dhabi in 2013, this article uses a multilevel framework to investigate the effects of individual characteristics and the classroom and school environments on high school students' school engagement in a modernising education…

The goal of the current study was to examine the complex links among anxious solitude, classroom climate, engagement, achievement, and gender. In particular, drawing upon the differential susceptibility hypothesis (Belsky, 1997), we investigated if children high in anxious solitude were particularly sensitive and responsive to the classroom…

Introduction: Despite academic climate being a key aspect of teaching quality in academic institutions, few studies conducted in the university context have analyzed this construct systematically. Method: Given the absence of specific tools to apply to university, we propose the construction of a tool for assessing college students' perceptions of…

This study examines the associations between preschool teachers' (PTs) perceptions of teaching as a profession and attitudes toward pedagogical changes, in relation to their seniority and their work setting--public sector or private sector. Participants were 105 preschool teachers, who filled out three measures: (1) PTs' perceptions of teaching as…

Student perceptions are a pivotal point of measurement for understanding why classroom learning environments are effective. Yet there is some evidence that student perceptions cannot be reliably aggregated at the classroom level and, instead, could represent idiosyncratic experiences of students. The present study examines whether heterogeneity in…

Given the pressures on colleges and universities to use large classes as a means to leverage resources while maintaining or even improving student and graduation rates, the present study seeks to identify several key factors that influence student perceptions of course effectiveness in large classes. Students from large sections of a Principles of…

This study aimed at finding out the effect of Integrated feedback on Classroom climate of secondary school teachers. This research is experimental in nature. Non-equivalent control group design suggested by Stanley and Campbell (1963) was used for the experiment. Integrated feedback was treatment and independent variable, Classroom climate was…

We investigated and compared the learning environment perceptions of students, teachers and guides who participated in Science, Technology, Engineering and Mathematics (STEM)-based outreach activities in secondary education. In outreach activities, schools and teachers work together with companies and other external institutions in learning…