The Heterogeneity of Growth Mindset and Academic Grit Among Chinese Adolescents

ABSTRACT Growth mindset and academic grit are crucial for adolescents’ academic achievement. However, previous research that explored their relationship through variable‐centered approaches cannot adequately address the group heterogeneity. This study addressed the issue by conducting latent profile...

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Published inPsychology in the schools Vol. 62; no. 9; pp. 2829 - 2837
Main Authors Lin, Rong‐Mao, Lin, Yan, Yu, Qiao‐Hua, Liao, Hong‐Yu
Format Journal Article
LanguageEnglish
Published Hoboken Wiley Subscription Services, Inc 01.09.2025
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Abstract ABSTRACT Growth mindset and academic grit are crucial for adolescents’ academic achievement. However, previous research that explored their relationship through variable‐centered approaches cannot adequately address the group heterogeneity. This study addressed the issue by conducting latent profile analysis and social network analysis with a sample of 1171 Chinese adolescents, examining the different subgroups of the adolescents in terms of growth mindset and academic grit, and the distinct core characteristics of these subgroups. Latent profile analysis revealed four heterogeneous subgroups: (1) Fixed Vulnerability: (C1, 15.0%) with believing in difficulty changing intelligence and lack of grit; (2) Composite: (C2, 17.3%) with believing in difficulty changing intelligence but having strong grit; (3) Growth Grit: (C3, 22.1%) with believing in intelligence improvement through effort and having robust grit; and (4) Intermediate: (C4, 40.9%) with believing in intelligence improvement through effort and having moderate grit. Regression mixture modeling showed that older adolescents were more likely to fall into the Fixed Vulnerability subgroup. Social network analysis showed that subgroups C1 and C4 emphasized growth mindset, while C2 and C3 highlighted academic grit. The study indicates the heterogeneity in growth mindset and academic grit among Chinese adolescents, suggesting the need for educational practitioners to apply more targeted intervention measures for various subgroups. Summary Chinese adolescents exhibit heterogeneity with four subgroups in terms of growth mindset and academic grit. The four subgroups exhibit different network structure and core features of each subgroup. Older adolescents were more likely to fall into the Fixed Vulnerability subgroup.
AbstractList ABSTRACT Growth mindset and academic grit are crucial for adolescents’ academic achievement. However, previous research that explored their relationship through variable‐centered approaches cannot adequately address the group heterogeneity. This study addressed the issue by conducting latent profile analysis and social network analysis with a sample of 1171 Chinese adolescents, examining the different subgroups of the adolescents in terms of growth mindset and academic grit, and the distinct core characteristics of these subgroups. Latent profile analysis revealed four heterogeneous subgroups: (1) Fixed Vulnerability: (C1, 15.0%) with believing in difficulty changing intelligence and lack of grit; (2) Composite: (C2, 17.3%) with believing in difficulty changing intelligence but having strong grit; (3) Growth Grit: (C3, 22.1%) with believing in intelligence improvement through effort and having robust grit; and (4) Intermediate: (C4, 40.9%) with believing in intelligence improvement through effort and having moderate grit. Regression mixture modeling showed that older adolescents were more likely to fall into the Fixed Vulnerability subgroup. Social network analysis showed that subgroups C1 and C4 emphasized growth mindset, while C2 and C3 highlighted academic grit. The study indicates the heterogeneity in growth mindset and academic grit among Chinese adolescents, suggesting the need for educational practitioners to apply more targeted intervention measures for various subgroups. Summary Chinese adolescents exhibit heterogeneity with four subgroups in terms of growth mindset and academic grit. The four subgroups exhibit different network structure and core features of each subgroup. Older adolescents were more likely to fall into the Fixed Vulnerability subgroup.
Growth mindset and academic grit are crucial for adolescents’ academic achievement. However, previous research that explored their relationship through variable‐centered approaches cannot adequately address the group heterogeneity. This study addressed the issue by conducting latent profile analysis and social network analysis with a sample of 1171 Chinese adolescents, examining the different subgroups of the adolescents in terms of growth mindset and academic grit, and the distinct core characteristics of these subgroups. Latent profile analysis revealed four heterogeneous subgroups: (1) Fixed Vulnerability: (C1, 15.0%) with believing in difficulty changing intelligence and lack of grit; (2) Composite: (C2, 17.3%) with believing in difficulty changing intelligence but having strong grit; (3) Growth Grit: (C3, 22.1%) with believing in intelligence improvement through effort and having robust grit; and (4) Intermediate: (C4, 40.9%) with believing in intelligence improvement through effort and having moderate grit. Regression mixture modeling showed that older adolescents were more likely to fall into the Fixed Vulnerability subgroup. Social network analysis showed that subgroups C1 and C4 emphasized growth mindset, while C2 and C3 highlighted academic grit. The study indicates the heterogeneity in growth mindset and academic grit among Chinese adolescents, suggesting the need for educational practitioners to apply more targeted intervention measures for various subgroups. Chinese adolescents exhibit heterogeneity with four subgroups in terms of growth mindset and academic grit. The four subgroups exhibit different network structure and core features of each subgroup. Older adolescents were more likely to fall into the Fixed Vulnerability subgroup.
Growth mindset and academic grit are crucial for adolescents’ academic achievement. However, previous research that explored their relationship through variable‐centered approaches cannot adequately address the group heterogeneity. This study addressed the issue by conducting latent profile analysis and social network analysis with a sample of 1171 Chinese adolescents, examining the different subgroups of the adolescents in terms of growth mindset and academic grit, and the distinct core characteristics of these subgroups. Latent profile analysis revealed four heterogeneous subgroups: (1) Fixed Vulnerability: (C1, 15.0%) with believing in difficulty changing intelligence and lack of grit; (2) Composite: (C2, 17.3%) with believing in difficulty changing intelligence but having strong grit; (3) Growth Grit: (C3, 22.1%) with believing in intelligence improvement through effort and having robust grit; and (4) Intermediate: (C4, 40.9%) with believing in intelligence improvement through effort and having moderate grit. Regression mixture modeling showed that older adolescents were more likely to fall into the Fixed Vulnerability subgroup. Social network analysis showed that subgroups C1 and C4 emphasized growth mindset, while C2 and C3 highlighted academic grit. The study indicates the heterogeneity in growth mindset and academic grit among Chinese adolescents, suggesting the need for educational practitioners to apply more targeted intervention measures for various subgroups.
Author Lin, Yan
Yu, Qiao‐Hua
Lin, Rong‐Mao
Liao, Hong‐Yu
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Snippet ABSTRACT Growth mindset and academic grit are crucial for adolescents’ academic achievement. However, previous research that explored their relationship...
Growth mindset and academic grit are crucial for adolescents’ academic achievement. However, previous research that explored their relationship through...
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SubjectTerms Academic achievement
academic grit
Adolescents
Believing
growth mindset
Heterogeneity
Intelligence
latent profile analysis
Network Analysis
regression mixture modeling
Social network analysis
Social networks
Teenagers
Vulnerability
Title The Heterogeneity of Growth Mindset and Academic Grit Among Chinese Adolescents
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fpits.23510
https://www.proquest.com/docview/3238249106
Volume 62
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