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Liu Y, Peng S, Wu X, Liu Z, Lian Z, Fan H, Kuang N, Gu X, Yang S, Hu Y, Jiang X, Zhang Y, Cheng W, Feng J, Sahakian BJ, Zhao X, Robbins TW, Becker B, Zhang J. Neural, cognitive and psychopathological signatures of a prosocial or delinquent peer environment during early adolescence. Dev Cogn Neurosci 2025; 73:101566. [PMID: 40359598 DOI: 10.1016/j.dcn.2025.101566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2025] [Revised: 05/05/2025] [Accepted: 05/07/2025] [Indexed: 05/15/2025] Open
Abstract
Adolescence is a critical period for brain development, yet the impact of peer environments on brain structure, cognition, and psychopathology remains poorly understood. Here, we capitalized on data from 7806 adolescents (age = 12.02 ± 0.67) from the Adolescent Brain Cognitive Development (ABCD) study, to determine associations between two distinct peer environments (proportion of prosocial or delinquent friends) and the structural and functional architecture of the brain, cognition, as well as behavioral and emotional dysregulation. A higher proportion of prosocial friends was associated with fewer behavioral problems and larger fronto-cingulate and striatal regions. In contrast, a higher proportion of delinquent friends was linked to increased behavioral problems, lower neurocognitive performance, and decreased functional connectivity in the default-mode and fronto-striato-limbic circuits, which spatially overlapped with external dopamine density maps. Moreover, the associations between prosocial friends and behaviors were mediated by brain volumes (e.g., pallidum), while the associations between delinquent friends and behaviors were primarily mediated by fronto-striato-limbic connectivity. Prosocial friends also attenuated the development of internalizing problems, whereas delinquent friends promoted externalizing symptoms. These findings underscore the profound influence of peer environments on adolescent brain development and mental health, highlighting the need for early interventions to promote resilience and healthy neuro-maturation.
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Affiliation(s)
- Yu Liu
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
| | - Songjun Peng
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
| | - Xinran Wu
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
| | - Zhaowen Liu
- School of Computer Science, Northwestern Polytechnical University, Xi'an, Shaanxi, China
| | - Zhengxu Lian
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
| | - Huaxin Fan
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
| | - Nanyu Kuang
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
| | - Xinrui Gu
- Sino-European School of Technology, Shanghai University, Shanghai, China
| | - Senyou Yang
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
| | - Yechen Hu
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
| | - Xi Jiang
- The Center of Psychosomatic Medicine, Sichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Yufeng Zhang
- Chinese language and literature, Fudan University, Shanghai, China
| | - Wei Cheng
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
| | - Jianfeng Feng
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China; Department of Computer Science, University of Warwick, Coventry, United Kingdom
| | - Barbara J Sahakian
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom; Department of Psychiatry, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Xingming Zhao
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
| | - Trevor W Robbins
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom; Department of Psychology, University of Cambridge, Cambridge, United Kingdom
| | - Benjamin Becker
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong; Department of Psychology, The University of Hong Kong, Hong Kong.
| | - Jie Zhang
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China.
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Aguilar-Pardo D, Martínez-Fernández B, Colmenares F, Martín-Babarro J. Peer likeability and victimization in young adolescents: Moderating effects of descriptive and status group norms for aggression and prosocial behaviour and network density. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2022; 92:925-954. [PMID: 35032033 DOI: 10.1111/bjep.12481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 12/05/2021] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Previous research has shown that peer victimization can be highly responsive to variables at the classroom level. Aggressive and prosocial norms may promote or reduce its status in classrooms. However, yet there is an apparent lack of success to explain which types of norms are more influential. This study examined the role of aggressive and prosocial descriptive and status norms in the peer victimization-status link. It also explores how the network density increases adherence to the prevailing norm in the classroom and its effect on the status of the victims. METHOD Data on peer acceptance and rejection, victimization, prosocial behaviour, and aggression were collected with sociometric methods in a sample of 6,600 students (M = 13.1 years, SD = 0.6; 49.2% girls), from 269 classrooms in 81 secondary schools in Spain. Group norms for aggression and for prosocial behaviour were assessed in three ways, the behaviour of all peers (class-norm), the behaviour of most-liked peers (likeability-norm), and the behaviour of most salient peers (visibility-norm). RESULTS Multilevel regression analyses revealed that the negative impact of victimization on peer likeability was moderated by the classroom's norm for prosocial behaviour, by the status norm of most visible peers' norm for prosocial behaviour and for aggression, and by the group's network density. The behavioural status norms of most likeable peers had no significant effect. CONCLUSION These results underscore the overall importance of group context as a moderating factor of the relation between victimization and peer status in adolescents, and add to the growing body of knowledge driven by the socio-ecological approach to the study of peer relations in developmental psychology. As implications for education, these results affect the importance of considering socio-emotional variables in the formation of class groups in order to reduce victimization.
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Affiliation(s)
- David Aguilar-Pardo
- Departamento de Psicología, Universidad Católica de Colombia, Bogotá, Colombia
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Toseeb U, Gibson JL, Newbury DF, Orlik W, Durkin K, Pickles A, Conti-Ramsden G. Play and prosociality are associated with fewer externalizing problems in children with developmental language disorder: The role of early language and communication environment. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2020; 55:583-602. [PMID: 32497383 DOI: 10.1111/1460-6984.12541] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 04/20/2020] [Accepted: 04/25/2020] [Indexed: 05/11/2023]
Abstract
BACKGROUND Children with developmental language disorder (DLD) are at higher risk of poorer mental health compared with children without DLD. There are, however, considerable individual differences that need to be interpreted, including the identification of protective factors. AIMS Pathways from the early language and communication environment (ELCE, 1-2 years) to internalizing (peer and emotional problems) and externalizing (conduct problems and hyperactivity) problems in middle childhood (11 years) were mapped using structural equation modelling. Specifically, the role of indirect pathways via social skills (friendships, play and prosociality) in childhood (7-9 years) was investigated. METHODS & PROCEDURES Secondary analysis of existing data from the Avon Longitudinal Study of Parents and Children (ALSPAC) was undertaken. The study sample consisted of 6531 children (394 with DLD). OUTCOMES & RESULTS The pathways from the ELCE to internalizing and externalizing problems were similar for children with and without DLD. For both groups, a positive ELCE was associated with more competent social play and higher levels of prosociality in childhood, which in turn were associated with fewer externalizing problems in middle childhood. Furthermore, better friendships and higher levels of prosociality in childhood were both associated with fewer internalizing problems in middle childhood. CONCLUSIONS & IMPLICATIONS A child's ELCE is potentially important not only for the development of language but also for social development. Furthermore, in the absence of adequate language ability, play and prosocial behaviours may allow children with DLD to deploy, practise and learn key social skills, thus protecting against externalizing problems. We suggest that consideration be given to play- and prosociality-based educational and therapeutic services for children with DLD. What this paper adds What is already known on this subject On the whole, children with DLD tend to have poorer mental health compared with their unaffected peers. There are, however, considerable differences and poor outcomes are not inevitable. What this study adds to the existing knowledge We demonstrate that children's ECLE is important for the development of social play behaviours and prosociality. Whilst children with DLD tend to have less competent social play and lower levels of prosociality compared with their unaffected peers, those with more competent social play and higher levels of prosociality are likely to have fewer externalizing problems later in childhood. We speculate that in the absence of adequate structural language ability, play and prosocial behaviours allow children with DLD to deploy, practise and learn key relationship skills, alongside behavioural and emotional regulation skills, thus protecting against externalizing problems. What are the potential or actual clinical implications of this work? Understanding the relationships among play, prosociality and externalizing problems may pave the way for play- and prosociality-based interventions in children with DLD. This may be particularly appealing for practitioners as such interventions capitalize on one of the most intuitive means of learning in childhood: play with friends. The likelihood of acceptability and engagement with such interventions may be higher in children than for traditional adult-led, paper-and-pencil activities.
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Affiliation(s)
- Umar Toseeb
- Department of Education, University of York, York, UK
| | - Jenny L Gibson
- Faculty of Education, University of Cambridge, Cambridge, UK
| | - Dianne F Newbury
- Department of Biological and Medical Sciences, Oxford Brookes University, Oxford, UK
| | - Witold Orlik
- Department of Education, University of York, York, UK
| | - Kevin Durkin
- Department of Psychology, University of Strathclyde, Strathclyde, UK
| | - Andrew Pickles
- Department of Biostatistics, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
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Bosacki S, Sitnik V, Dutcher K, Talwar V. Gratitude, Social Cognition, and Well-Being in Emerging Adolescents. The Journal of Genetic Psychology 2018; 179:256-269. [PMID: 30222076 DOI: 10.1080/00221325.2018.1499607] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
The authors explored Canadian emerging adolescents' social and moral reasoning skills (empathy, theory of mind), and their perceptions of gratitude, self-competencies, and well-being (spiritual, emotional). As part of a larger five-year longitudinal study, the authors describe results of Year 2 (2016-2017) data from 46 ninth-grade students (33 girls; Mage = 13.5 years, SD = 5.436 years) from eight schools (Ontario, Canada). Students' perceptions of gratitude, spirituality, self-compassion, competencies, and well-being were measured by self-report questionnaires. Significant positive correlations were found among adolescents' perceptions of gratitude, self-competencies, and emotional and spiritual well-being. Differently valenced patterns of associations were found among students' perceptions of gratitude (appreciation for others and sense of abundance), self-compassion, and existential well-being, and spiritual comfort, and omnipresence. Simple appreciation was the only aspect of gratitude to show significant positive relations with religious well-being. Significant positive correlations were found between gratitude (sense of abundance) and self-compassion, whereas significant negative correlations were found between self-compassion and empathy, theory of mind, existential well-being, and religious well-being. Implications for theory and educational applications are discussed.
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Affiliation(s)
| | | | | | - Victoria Talwar
- b Department of Educational and Counselling Psychology , McGill University , Montreal , Canada
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