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Martin O'Flaherty; Jessica Hill; Matthew Bourke; Sjaan Gomersall; Sean Tweedy; John Cairney – Autism: The International Journal of Research and Practice, 2025
Autistic children are less likely to participate in sport than non-autistic children, but we know little about how patterns of participation in team and individual sport change across childhood. Drawing on a nationally representative cohort of Australian children, this study analysed trajectories of participation in team and individual sport…
Descriptors: Athletics, Participation, Autism Spectrum Disorders, Children
Myoung-jae Lee; Goeun Lee; Jin-young Choi – Sociological Methods & Research, 2025
A linear model is often used to find the effect of a binary treatment D on a noncontinuous outcome Y with covariates X. Particularly, a binary Y gives the popular "linear probability model (LPM)," but the linear model is untenable if X contains a continuous regressor. This raises the question: what kind of treatment effect does the…
Descriptors: Probability, Least Squares Statistics, Regression (Statistics), Causal Models
Teng Zhao; Shiji Chen; Yunlong Yu; Peiwen Zheng; Chengcheng Lin; Jun Yan – Journal of Postsecondary Student Success, 2025
Global digital advancements provide postsecondary students with ample digital job opportunities. Thus, it is crucial to understand the psychological determinants that affect postsecondary students' choices of a digital career. Self-efficacy and interest are two widely used psychological determinants in the choice behavior of individuals. However,…
Descriptors: College Students, Self Efficacy, Technological Literacy, Student Interests
Liang Zhang; Xiangmin Helen Liu – Research in Higher Education, 2025
This study examines how college majors are related to marital outcomes through homogamy based on college attainment and fields of study. Grounded in theories of educational assortative mating, opportunity structure, and personal preferences, we investigate how college majors predict marriage probability, spouse selection, and economic inequality…
Descriptors: College Students, Majors (Students), Marital Status, Dating (Social)
Thomas DePriest; Stan Dunagan; Angelena MacKewn; Erica Bell – Journal of Educators Online, 2025
Although online learning has increased in popularity in higher education, attrition rates in this delivery method are also high. An archival study over a 14-year time period was conducted to (a) compare the drop rates in a face-to-face vs. online introduction to physical geology course and (b) explore possible factors related to the probability of…
Descriptors: Student Attrition, Introductory Courses, Physical Geography, Geology
Lindsey Kaler; Roddy Theobald – National Center for Analysis of Longitudinal Data in Education Research (CALDER), 2025
Paraeducators are an essential and growing part of the special education workforce, but concerningly, research indicates that paraeducators leave the workforce at higher rates than special educators. Not much is known about the demographic and professional profiles of paraeducators who leave the workforce, nor patterns that make turnover more or…
Descriptors: Labor Turnover, Special Education, Probability, Time

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