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VanderWeele, Tyler J.; Hong, Guanglei; Jones, Stephanie M.; Brown, Joshua L. – Society for Research on Educational Effectiveness, 2011
In this paper the authors extend recent work on mediation in a multilevel setting and on causal inference under interference among units to develop a template for the mediation analysis of group randomized educational interventions. The present work will contribute to the literature on interference, in particular on interference in the context of…
Descriptors: Educational Research, Classroom Environment, Research Design, Inferences
VanderWeele, Tyler J.; Hong, Guanglei; Jones, Stephanie M.; Brown, Joshua L. – Grantee Submission, 2013
Peer influence and social interactions can give rise to spillover effects in which the exposure of one individual may affect outcomes of other individuals. Even if the intervention under study occurs at the group or cluster level as in group-randomized trials, spillover effects can occur when the mediator of interest is measured at a lower level…
Descriptors: Peer Influence, Social Influences, Interaction, Intervention
Brown, Joshua L.; Jones, Stephanie M.; Aber, J. Lawrence – Society for Research on Educational Effectiveness, 2010
This presentation capitalizes on a three-year, longitudinal, school-randomized trial of the 4Rs Program, a comprehensive, school-based social-emotional and literacy program for elementary schools, to test intervention induced changes in features of classroom climate and key dimensions of teacher affective and pedagogical processes and practices…
Descriptors: Intervention, Academic Achievement, Literacy, Classroom Environment