Background/Context: Social network methodology is particularly relevant to the types of social structures found in education research. The current study develops a finite mixture approach for clustering ensembles of networks (NetMix). Following a structural equation modeling framework, NetMix simultaneously estimates a measurement model comprised…

The consequence of a change in school leadership (e.g., principal turnover) on student achievement has important implications for education policy. The impact of such an event can be estimated via the popular Difference in Difference (DiD) estimator, where those schools with a turnover event are compared to a selected set of schools that did not…

Mixed results from evaluations of school reform suggest a need for evidence to explain why some models succeed while others fail. Addressing that need, this study uses structural equation modeling to estimate difference-in-differences models that examine mediating mechanisms for positive effects produced by Innovation Zone (iZone) reforms in…

This study examined the role of two job resources (relatedness with students, relatedness with colleagues), two job demands (time pressure and disruptive student behaviour), and their unique and moderated associations with subjective work vitality and, in turn, turnover intentions among teachers during COVID-19. Data were collected from 325…

Special education teachers of color are underrepresented in research about attrition and retention, despite evidence of their role in the academic, social, and emotional success of students of color. We used critical quantitative methods and structural equation modeling to investigate the attrition and retention variability between special…

This study uses the capability-opportunity-motivation behavior framework as a theoretical basis and partial least squares structural equation modeling as an empirical research method to identify factors that influence the interest in studying abroad. We rely on primary microdata collected through a self-administered questionnaire among Egyptian…

The correlations between a low family socioeconomic status (SES) and adolescents' poor academic outcomes have been widely documented. However, the mechanisms through which family SES is associated with adolescents' academic achievement are not well understood. Therefore, this study examined the mediating roles of different types of parental…

Reports on drop-out rates and difficulties experienced by beginning teachers require an examination of the motivational processes that characterize teachers at this stage. Support systems for beginning teachers in the induction period in Israel include a workshop and a mentoring process. This study examined how support in beginning teachers'…