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 in | Psychology in the schools Vol. 62; no. 9; pp. 2829 - 2837 |
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Format | Journal Article |
Language | English |
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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. |
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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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Cites_doi | 10.1037/0022-3514.92.6.1087 10.1016/j.cedpsych.2018.09.007 10.1080/15374416.2018.1437735 10.1177/1745691618804166 10.1037/edu0000324 10.1037/amp0000794 10.1016/j.jrp.2017.11.003 10.1037/a0026804 10.3390/ijerph19095207 10.1007/s11336-017-9557-x 10.1027/1614-2241.1.3.86 10.1016/j.cedpsych.2006.10.003 10.1016/j.jrp.2014.07.003 10.1177/2167702614553230 10.1177/1094428109356476 10.1016/j.hrmr.2012.07.007 10.19030/jier.v11i1.9099 10.1111/j.1467-8624.2007.00995.x 10.1186/s40359-024-01622-y 10.1037/0033-295X.95.2.256 10.1016/j.newideapsych.2020.100795 10.1016/j.jecp.2020.104889 10.1002/hbm.23944 10.1080/00461520.2012.722805 10.1038/s41586-019-1466-y 10.3102/0162373715597298 10.1177/1094428117744021 10.1037/edu0000098 10.1111/1467-8624.00116 10.1080/10705510701575396 10.1016/j.jsp.2018.12.001 10.1037/rev0000082 10.1007/s10964-019-00998-0 |
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Notes | Rong‐Mao Lin and Yan Lin equally contribute to this manuscript. ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
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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 |
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