ArticleJournal of youth and adolescence2026
The Nonlinear Interaction Effects of Negative Emotions and Self-Control on Developmental Trajectories of Early Adolescents' Internalizing Problems.
Article in Journal of youth and adolescence, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Negative emotions and self-control have long been considered important predictors of adolescents' internalizing problems. While numerous studies examining the linear interaction between negative emotions and self-control on internalizing problems have produced inconsistent findings, emerging evidence indicates these two factors may exert nonlinear interaction effects on distinct trajectories of the problems. This study aimed to identify the developmental trajectories of adolescents' internalizing problems and employ polynomial regression and response surface analysis to explore the nonlinear interaction effects between negative emotions and self-control on these trajectories. A total of 639 students were recruited, and 619 valid participants were retained for three longitudinal assessments (M
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