ArticleFrontiers in psychology2026
Parental academic involvement and academic buoyancy among junior high school students: cross-sectional indirect associations involving peer relations and academic emotions.
Article in Frontiers in psychology, 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
Objective: This study examined the association between parental academic involvement and academic buoyancy among junior high school students from families meeting predefined parental-education and household-income criteria, and tested whether peer relations and academic emotions were involved in cross-sectional statistical indirect-association patterns between these variables. Methods: Using a cross-sectional survey design, we collected online data from 867 Chinese junior high school students through the Wenjuanxing platform. Measures assessed parental academic involvement, peer relations, academic emotions, and academic buoyancy. After controlling for gender, grade, and only-child status, we conducted Pearson correlation analyses and cross-sectional parallel statistical indirect-association analyses. Bootstrap procedures with 5,000 resamples were used to estimate statistical indirect associations and their 95% confidence intervals. Results: Parental academic involvement was positively associated with positive academic emotions and academic buoyancy, and negatively associated with peer fear and inferiority and negative academic emotions. Parallel statistical indirect-association analyses showed significant total indirect-association patterns in both models (maternal academic involvement: effect = 0.0380, 95% CI [0.0290, 0.0485]; paternal academic involvement: effect = 0.0283, 95% CI [0.0196, 0.0379]). In both models, significant specific statistical indirect associations were observed in the patterns involving peer fear and inferiority, negative academic emotions, and positive academic emotions, with the largest statistical indirect association involving positive academic emotions. By contrast, the indirect association involving peer acceptance was not significant in either model. Conclusion: In this cross-sectional sample, academic buoyancy was concurrently associated with parental academic involvement, peer relational experiences, and academic emotions, particularly positive academic emotions.
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