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Paul T. von Hippel; Brendan A. Schuetze – Annenberg Institute for School Reform at Brown University, 2025
Researchers across many fields have called for greater attention to heterogeneity of treatment effects--shifting focus from the average effect to variation in effects between different treatments, studies, or subgroups. True heterogeneity is important, but many reports of heterogeneity have proved to be false, non-replicable, or exaggerated. In…
Descriptors: Educational Research, Replication (Evaluation), Generalizability Theory, Inferences
Karen Roehr-Brackin; Karolina Baranowska; Renato Pavlekovic; Pawel Scheffler – Modern Language Journal, 2024
Aptitude-treatment interaction (ATI) research is of both theoretical and practical interest to second language (L2) learning, since it provides insights into the processes linking learner-internal individual difference factors and learner-external contextual variables including instructional approach--variables that jointly determine L2 outcomes.…
Descriptors: Second Language Learning, Second Language Instruction, Polish, Aptitude Treatment Interaction
Bettinger, Eric; Liu, Jing; Loeb, Susanna – Journal of Policy Analysis and Management, 2016
Peers affect individual's productivity in the workforce, in education, and in other team-based tasks. Using large-scale language data from an online college course, we measure the impacts of peer interactions on student learning outcomes and persistence. In our setting, students are quasi-randomly assigned to peers, and as such, we are able to…
Descriptors: Online Courses, Peer Influence, Peer Relationship, Aptitude Treatment Interaction
Saz, Alexandra; Engel, Anna; Coll, César – Digital Education Review, 2016
Universities have a key role to play in the progress and development of the Knowledge Society. They should lead the way in the design of teaching strategies that promote knowledge building. Personal learning environments (PLE) represent a groundbreaking new development in educational practices through the incorporation of Information and…
Descriptors: Educational Environment, Higher Education, Teacher Student Relationship, Technology Uses in Education