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Wang CW, Yeo JE, Shou Y. Association between risk propensity and substance use: A multilevel meta-analysis. Drug Alcohol Depend 2025; 271:112640. [PMID: 40086370 DOI: 10.1016/j.drugalcdep.2025.112640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 02/19/2025] [Accepted: 02/24/2025] [Indexed: 03/16/2025]
Abstract
BACKGROUND Substance use and its related disorders represent a significant global health concern. Risk propensity has been identified as a factor influencing substance use. METHODS Multilevel meta-analysis was applied to quantitatively synthesise studies examining the associations between risk propensity and substance use and to identify potential factors that influence these relationships. RESULTS A total of 323 effect sizes, 186 independent samples, and 148 studies were included in this meta-analysis. The results showed that risk propensity was statistically positively associated with substance use (r = 0.116), as well as with all three main types of substances, including tobacco (r = 0.092), alcohol (r = 0.114), and drugs (r = 0.115). Such a link was not significantly different across substance types. Moderator analyses showed that the type of risk propensity assessments and age of the study samples moderated the association between risk propensity and one or more types of substance use. CONCLUSIONS The findings underscore the importance of considering the role of risk propensity in the initiation of substance use and developing early interventions to prevent substance use. Future interventions could consider early detection and targeted intervention for young people with a heightened risk propensity.
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Affiliation(s)
- Chia-Wen Wang
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore; Lloyd's Register Foundation Institute for the Public Understanding of Risk, National University of Singapore, Singapore.
| | - Joey Elizabeth Yeo
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore; Lloyd's Register Foundation Institute for the Public Understanding of Risk, National University of Singapore, Singapore
| | - Yiyun Shou
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore; Lloyd's Register Foundation Institute for the Public Understanding of Risk, National University of Singapore, Singapore; School of Medicine and Psychology, Australian National University, Canberra, Australia
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Manuel JI, Baslock D, DeBarros T, Halliday T, Pietruszewski P, Plante A, Razaa JW, Sloyer W, Stanhope V. Factors Associated With Indirect Exposure to and Knowledge of Fentanyl Among Youth. J Adolesc Health 2024; 74:312-319. [PMID: 37921731 DOI: 10.1016/j.jadohealth.2023.08.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 08/15/2023] [Accepted: 08/28/2023] [Indexed: 11/04/2023]
Abstract
PURPOSE Using data from an online assessment of youth in the United States, this study examined factors associated with youth's indirect exposure to fentanyl; factors related to youth's level of knowledge of fentanyl; and sources of substance use information obtained by youth. METHODS This is a secondary analysis of data from a cross-sectional online assessment of youth ages 13 to 18 in the United States in 2022. Participants self-reported on substance use knowledge and concerns, indirect exposure to substance use, access to substance use information and resources, the extent to which youth discussed drug use harms with someone, and COVID-related stress. RESULTS Analyses revealed that most youth did not have knowledge of fentanyl even though they reported indirect likely exposure to fentanyl. Youth concerned about alcohol or drug use in their own life were less likely to have knowledge of fentanyl and more likely to know someone who, if using drugs, would likely be exposed to fentanyl. A significant risk factor of indirect likely exposure to fentanyl was COVID-related stress. Prevalent sources of information included the internet, social media, friends or peers, and school classes. DISCUSSION While youth may have close proximity to fentanyl exposure and a degree of understanding of fentanyl, there is a general lack of knowledge of the substance, a critical gap that future substance use prevention initiatives could fill.
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Affiliation(s)
- Jennifer I Manuel
- University of Connecticut School of Social Work, Hartford, Connecticut.
| | - Daniel Baslock
- New York University Silver School of Social Work, New York, New York
| | - Tania DeBarros
- New York University Silver School of Social Work, New York, New York
| | - Teresa Halliday
- National Council for Mental Wellbeing, Washington, District of Columbia
| | - Pam Pietruszewski
- National Council for Mental Wellbeing, Washington, District of Columbia
| | - Alexandra Plante
- National Council for Mental Wellbeing, Washington, District of Columbia
| | | | - William Sloyer
- National Council for Mental Wellbeing, Washington, District of Columbia
| | - Victoria Stanhope
- New York University Silver School of Social Work, New York, New York
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Slagter SK, Gradassi A, van Duijvenvoorde ACK, van den Bos W. Identifying who adolescents prefer as source of information within their social network. Sci Rep 2023; 13:20277. [PMID: 37985792 PMCID: PMC10662136 DOI: 10.1038/s41598-023-46994-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 11/07/2023] [Indexed: 11/22/2023] Open
Abstract
Adolescents are highly influenced by their peers within their social networks. This social influence can stem from both unsolicited peer pressure and the active search for guidance. While extensive research examined the mechanisms of peer pressure, little is known about who adolescents prefer as a source of information. To address this gap, we conducted two independent studies using a novel social search paradigm that allows participants to choose which social sources they wish to observe. In both studies, adolescents demonstrated a preference for their friends over non-friends, as well as for peers who were perceived as trustworthy. Across both studies, we found mixed evidence for the role of perceived popularity as a selection criterion. Notable, study 2 revealed the significance of "cool", "admirable" and "acting mean" as additional characteristics of preferred peers, traits that are often associated with elevated peer status. It also revealed an interest for peers perceived as being smart. These findings highlight the active role adolescents have in choosing social sources and emphasize the importance of multiple peer characteristics. Future research should investigate whether adolescents' interest in these types of peers is contingent upon specific social contexts, age groups, and peer cultures.
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Affiliation(s)
- Scarlett K Slagter
- Department of Developmental Psychology, University of Amsterdam, Amsterdam, 1001 NK, The Netherlands.
| | - Andrea Gradassi
- Department of Developmental Psychology, University of Amsterdam, Amsterdam, 1001 NK, The Netherlands
| | - Anna C K van Duijvenvoorde
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, The Netherlands
- Leiden Institute for Brain and Cognition, Leiden, The Netherlands
| | - Wouter van den Bos
- Department of Developmental Psychology, University of Amsterdam, Amsterdam, 1001 NK, The Netherlands
- Amsterdam Brain and Cognition, University of Amsterdam, Amsterdam, The Netherlands
- Max Planck Institute for Human Behavior, Berlin, Germany
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Sahi RS, Eisenberger NI, Silvers JA. Peer facilitation of emotion regulation in adolescence. Dev Cogn Neurosci 2023; 62:101262. [PMID: 37302349 PMCID: PMC10276262 DOI: 10.1016/j.dcn.2023.101262] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 06/02/2023] [Accepted: 06/04/2023] [Indexed: 06/13/2023] Open
Abstract
Emotion regulation is particularly important for adolescents as they undergo normative developmental changes in affective systems and experience heightened risk for psychopathology. Despite a high need for emotion regulation during adolescence, commonly studied emotion regulation strategies like cognitive reappraisal are less beneficial for adolescents than adults because they rely on neural regions that are still developing during this period (i.e., lateral prefrontal cortex). However, adolescence is also marked by increased valuation of peer relationships and sensitivity to social information and cues. In the present review, we synthesize research examining emotion regulation and peer influence across development to suggest that sensitivity to peers during adolescence could be leveraged to improve emotion regulation for this population. We first discuss developmental trends related to emotion regulation at the level of behavior and brain in adolescents, using cognitive reappraisal as an exemplar emotion regulation strategy. Next, we discuss social influences on adolescent brain development, describing caregiver influence and increasing susceptibility to peer influence, to describe how adolescent sensitivity to social inputs represents both a window of vulnerability and opportunity. Finally, we conclude by describing the promise of social (i.e., peer-based) interventions for enhancing emotion regulation in adolescence.
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Affiliation(s)
- Razia S Sahi
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Naomi I Eisenberger
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Jennifer A Silvers
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA.
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Laursen B, Leggett-James MP, Valdes OM. Relative likeability and relative popularity as sources of influence in children's friendships. PLoS One 2023; 18:e0283117. [PMID: 37172045 PMCID: PMC10180626 DOI: 10.1371/journal.pone.0283117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Accepted: 03/02/2023] [Indexed: 05/14/2023] Open
Abstract
The present study contrasts two forms of peer status as sources of friend influence: Relative likeability and relative popularity. Participants included 310 children (142 boys, 168 girls), ages 9 to 12, in stable reciprocated friendships. Peer nominations were collected at two time points, 8 to 14 weeks apart. After removing overlapping variance through residualization, partners in each friend dyad were categorized into roles on the basis of relative (to the partner) popularity and relative (to the partner) likeability. Dyadic analyses compared more- and less-liked friends and more- and less-popular friends in terms of their influence over physical aggression, relational aggression, prosocial behavior, and academic achievement. Higher initial relational aggression, prosocial behavior, and academic achievement among more-liked partners predicted greater increases in the same among less-liked partners, but not the reverse. Unexpectedly, physical aggression among less-liked partners predicted increases in physical aggression among more-liked partners. More popular friends did not influence less popular friends on any of these variables, although (also unexpectedly) less-popular friends influenced the academic achievement of more-popular friends. Taken together, the findings suggest that during the pre- and early adolescent years, relative influence within a friendship tends to be apportioned on the basis of likeability, not popularity.
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Affiliation(s)
- Brett Laursen
- Florida Atlantic University, Boca Raton, Florida, United States of America
| | | | - Olivia M Valdes
- Florida Atlantic University, Boca Raton, Florida, United States of America
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Jones MH, Hackel TS, Gross RA. The homophily and centrality of LGBQ youth: A new story? SOCIAL PSYCHOLOGY OF EDUCATION 2022. [DOI: 10.1007/s11218-022-09720-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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7
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Bavarian N, Lewis KM, Holloway S, Wong L, Silverthorn N, DuBois DL, Flay BR, Siebert C. Mechanisms of Influence on Youth Substance Use for a Social-Emotional and Character Development Program: A Theory-Based Approach. Subst Use Misuse 2022; 57:1854-1863. [PMID: 36093809 DOI: 10.1080/10826084.2022.2120359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
Background: The Theory of Triadic Influence (TTI) provides a comprehensive framework for understanding adolescent substance use. Objectives: We examined mechanisms by which a TTI-guided social-emotional and character development program, Positive Action (PA), influences adolescent substance use. Study data come from the PA-Chicago, longitudinal matched-pairs cluster-randomized control trial. A diverse, dynamic cohort of approximately 1,200 students from 14 low-performing schools were assessed at eight points of time, between grades 3-8, across a six-year period. Students completed scales related to substance use, self-control, deviant peer affiliation, and school attachment, adapted from the Risk Behavior Survey, Social-Emotional and Character Development Scale, Conventional Friends Scale, and People in My Life Scale. After testing the overall effect of PA on substance use, we used latent growth modeling to assess whether effects on each outcome were mediated by longitudinal changes in three composite measures aligning with the TTIs three streams. Results: Students in PA schools reported fewer experiences with drinking, getting drunk, and overall substance use. In the multiple mediator models, significant indirect effects of PA on substance use via changes in self-control were evident. Conclusions/Importance: Findings are consistent with theory and past research suggesting the influence of self-control on youth substance use. Future studies should include implementation in different settings and additional theory-based measures.Trial RegistrationThis trial is registered at ClinicalTrials.gov NCT01025674.
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Affiliation(s)
- Niloofar Bavarian
- Health Science Department, California State University, Long Beach, California, USA
| | - Kendra M Lewis
- Youth & Family Resiliency, University of New Hampshire Cooperative Extension, Durham, New Hampshire, USA
| | | | - Luwissa Wong
- Health Science Department, California State University, Long Beach, California, USA
| | - Naida Silverthorn
- Institute for Health Research & Policy (MC 275), University of Illinois at Chicago, Chicago, Illinois, USA
| | - David L DuBois
- Institute for Health Research & Policy (MC 275), University of Illinois at Chicago, Chicago, Illinois, USA
| | - Brian R Flay
- College of Education, Boise State University, Boise, Idaho, USA
| | - Carl Siebert
- College of Education, Boise State University, Boise, Idaho, USA
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Differences in Adolescents' Alcohol Use and Smoking Behavior between Educational Tracks: Do Popularity Norms Matter? J Youth Adolesc 2021; 50:1884-1895. [PMID: 34232445 PMCID: PMC8352811 DOI: 10.1007/s10964-021-01467-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 06/22/2021] [Indexed: 11/16/2022]
Abstract
Explanations about differences in drinking and smoking rates between educational tracks have so far mainly focused on factors outside the classroom. The extent to which these behaviors are rewarded with popularity within a classroom—so called popularity norms—and their interaction with individual characteristics could explain the observed differences in risk behavior. 1860 adolescents (Mage = 13.04; 50% girls) from 81 different classrooms reported three times during one academic year about their own and their classmates behavior. Overall, in vocational tracks popularity norms for alcohol and smoking were more positive and predicted classroom differences in alcohol and smoking. Knowledge about classroom processes can advance the field in unraveling the functional aspects of risk behavior in adolescence. Preregistration: The hypotheses and the analytical plan of this study were preregistered under number #39136 (https://aspredicted.org/blind.php?x=gx77p6).
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Macdonald EP, Howard AL. Peer Information and Substance Use Decision Making in Street-Involved Youth. JOURNAL OF RESEARCH ON ADOLESCENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR RESEARCH ON ADOLESCENCE 2020; 30:970-988. [PMID: 32966660 DOI: 10.1111/jora.12574] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 07/10/2020] [Accepted: 07/13/2020] [Indexed: 06/11/2023]
Abstract
In the context of adolescent substance use, peers are a primary source of both influence and information. Substance-related peer information sharing is a relatively understudied phenomenon, particularly in street-involved youth. We recruited 84 youth from a community drop-in center to complete a survey assessing substance use and peer influence on drug use. A subset of youth completed a semi-structured interview assessing factors related to peer information sharing around drug use. Results showed that peer influence was highly relevant to drug use patterns in street-involved youth. Trust in the person supplying information, personal and peer experience, and salience of information played important roles in youths' assessments of drug-related information exchanged with peers. Implications for improving community information dissemination strategies are discussed.
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