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Vidushi Adlakha; Eric Kuo – Physical Review Physics Education Research, 2023
Recent critiques of physics education research (PER) studies have revoiced the critical issues when drawing causal inferences from observational data where no intervention is present. In response to a call for a "causal reasoning primer" in PER, this paper discusses some of the fundamental issues in statistical causal inference. In…
Descriptors: Physics, Science Education, Statistical Inference, Causal Models
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Tasca, Giorgio A.; Lampard, Amy M. – Journal of Counseling Psychology, 2012
The nature of the alliance-outcome relationship is still emerging. This study examined the reciprocal influence of change in alliance to the group and change in urge to restrict in eating-disordered individuals attending a group-based day treatment. Participants (N = 238) were a transdiagnostic or mixed diagnostic sample of eating-disordered…
Descriptors: Eating Disorders, Causal Models, Patients, Group Therapy
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Metcalfe, Lindsay A.; Harvey, Elizabeth A.; Laws, Holly B. – Journal of Educational Psychology, 2013
Existing research suggests that there is a relation between academic/cognitive deficits and externalizing behavior in young children, but the direction of this relation is unclear. The present study tested competing models of the relation between academic/cognitive functioning and behavior problems during early childhood. Participants were 221…
Descriptors: Longitudinal Studies, Cognitive Ability, Academic Ability, Behavior Problems