Alcohol Use among Adolescent Youth: The Role of Friendship Networks and Family Factors in Multiple School Studies

To explore the co-evolution of friendship tie choice and alcohol use behavior among 1,284 adolescents from 12 small schools and 976 adolescents from one big school sampled in the National Longitudinal Study of Adolescent to Adult Health (AddHealth), we apply a Stochastic Actor-Based (SAB) approach implemented in the R-based Simulation Investigation for Empirical Network Analysis (RSiena) package. Our results indicate the salience of both peer selection and peer influence effects for friendship tie choice and adolescent drinking behavior. Concurrently, the main effect models indicate that parental monitoring and the parental home drinking environment affected adolescent alcohol use in the small school sample, and that parental home drinking environment affected adolescent drinking in the large school sample. In the small school sample, we detect an interaction between the parental home drinking environment and choosing friends that drink as they multiplicatively affect friendship tie choice. Our findings suggest that future research should investigate the synergistic effects of both peer and parental influences for adolescent friendship tie choices and drinking behavior. And given the tendency of adolescents to form ties with their friends' friends, and the evidence of local hierarchy in these networks, popular youth who do not drink may be uniquely positioned and uniquely salient as the highest rank of the hierarchy to cause anti-drinking peer influences to diffuse down the social hierarchy to less popular youth. As such, future interventions should harness prosocial peer influences simultaneously with strategies to increase parental support and monitoring among parents to promote affiliation with prosocial peers.

[1]  Stephen L. Ross,et al.  The Effect of Classmate Characteristics on Post- Secondary Outcomes: Evidence from the Add Health^ , 2011 .

[2]  Jeroen Weesie,et al.  Friendship and Alcohol Use in Early Adolescence: A Multilevel Social Network Approach , 2011 .

[3]  Klaus Lehnertz,et al.  Assortative mixing in functional brain networks during epileptic seizures , 2013, Chaos.

[4]  F. Nye,et al.  Family Relationships and Delinquent Behavior , 1959 .

[5]  Deirdre M. Kirke Chain reactions in adolescents' cigarette, alcohol and drug use: similarity through peer influence or the patterning of ties in peer networks? , 2004, Soc. Networks.

[6]  T. Hirschi Causes of Delinquency. , 1970, British medical journal.

[7]  Jason M. Fletcher,et al.  High School Classmates and College Success , 2009, Sociology of education.

[8]  T. Naimi,et al.  Binge Drinking and Associated Health Risk Behaviors Among High School Students , 2007, Pediatrics.

[9]  Rutger C. M. E. Engels,et al.  Friendship Context Matters: Examining the Domain Specificity of Alcohol and Depression Socialization Among Adolescents , 2012, Journal of abnormal child psychology.

[10]  M. Zimmerman,et al.  Racial Identity, Parental Support, and Alcohol Use in a Sample of Academically At-Risk African American High School Students , 2004, American journal of community psychology.

[11]  Mark Huisman,et al.  Statistical Analysis of Longitudinal Network Data With Changing Composition , 2003 .

[12]  Kenneth H. Rubin,et al.  Peer Relationships, Child Development, and Adjustment: A Developmental Psychopathology Perspective , 2015 .

[13]  U. Bronfenbrenner Ecology of the family as a context for human development: research perspectives , 1986 .

[14]  Jacob E. Cheadle,et al.  The 'friendship dynamics of religion,' or the 'religious dynamics of friendship'? A social network analysis of adolescents who attend small schools. , 2012, Social science research.

[15]  J. Buitelaar,et al.  Parental problem drinking, parenting, and adolescent alcohol use , 2008, Journal of Behavioral Medicine.

[16]  Cheng Wang,et al.  A Dynamic Model of Adolescent Friendship Networks, Parental Influences, and Smoking , 2015, Journal of youth and adolescence.

[17]  William J. Burk,et al.  Popularity as a moderator of peer selection and socialization of adolescent alcohol, marijuana, and tobacco use , 2013 .

[18]  John P. Hoffmann,et al.  Parental and Peer Influences on the Risk of Adolescent Drug Use , 2005, Journal of Primary Prevention.

[19]  S. Kaplan,et al.  Health‐related quality of life in pediatric bone marrow transplant survivors: According to whom? , 1999, International journal of cancer. Supplement = Journal international du cancer. Supplement.

[20]  James Moody,et al.  Peers and the Emergence of Alcohol Use: Influence and Selection Processes in Adolescent Friendship Networks. , 2013, Journal of research on adolescence : the official journal of the Society for Research on Adolescence.

[21]  R. Hays,et al.  Antecedents of drinking among young adolescents with different alcohol use histories. , 1991, Journal of studies on alcohol.

[22]  Kayla de la Haye,et al.  Selection and Influence Mechanisms Associated With Marijuana Initiation and Use in Adolescent Friendship Networks. , 2013, Journal of research on adolescence : the official journal of the Society for Research on Adolescence.

[23]  J. Klein,et al.  Health-compromising behaviors: why do adolescents smoke or drink?: identifying underlying risk and protective factors. , 2000, Archives of pediatrics & adolescent medicine.

[24]  J. Youniss Parents and Peers in Social Development: A Sullivan-Piaget Perspective , 1980 .

[25]  C. Perry,et al.  Prevalence and correlates of depressive symptoms in young adolescents. , 2003, American journal of health behavior.

[26]  Laurie Chassin,et al.  Peer Influence on Adolescent Alcohol Use: The Moderating Role of Parental Support and Discipline , 2000 .

[27]  L. Chassin,et al.  Binge drinking trajectories from adolescence to emerging adulthood in a high-risk sample: predictors and substance abuse outcomes. , 2002, Journal of consulting and clinical psychology.

[28]  T. Heeren,et al.  Age at drinking onset, alcohol dependence, and their relation to drug use and dependence, driving under the influence of drugs, and motor-vehicle crash involvement because of drugs. , 2008, Journal of studies on alcohol and drugs.

[29]  Wei J. Chen,et al.  Truancy and illicit drug use among adolescents surveyed via street outreach. , 2006, Addictive behaviors.

[30]  L. Chassin,et al.  The relation of parent alcoholism to adolescent substance use: a longitudinal follow-up study. , 1996, Journal of abnormal psychology.

[31]  G. Patton,et al.  Association of adolescent symptoms of depression and anxiety with alcohol use disorders in young adulthood: findings from the Victorian Adolescent Health Cohort Study , 2011, The Medical journal of Australia.

[32]  Alan Stacy,et al.  Peer acceleration: effects of a social network tailored substance abuse prevention program among high-risk adolescents. , 2007, Addiction.

[33]  M. Kerr,et al.  Alcohol use and friendship dynamics: selection and socialization in early-, middle-, and late-adolescent peer networks. , 2012, Journal of studies on alcohol and drugs.

[34]  S. Okazaki,et al.  CES-D scale , 2006 .

[35]  M. Farrell,et al.  Family Influences on Alcohol Abuse and Other Problem Behaviors among Black and White Adolescents in a General Population Sample. , 1994 .

[36]  John W Toumbourou,et al.  The effect of peer influence and selection processes on adolescent alcohol use: a systematic review of longitudinal studies , 2014, Health psychology review.

[37]  J. Garbarino The ecology of human development: Experiments by nature and design: by Urie Bronfenbrenner Cambridge, Mass.: Harvard University Press, 1979, 330 + p. , 1980 .

[38]  D. Garrity Family Relationships and Delinquent Behavior. By F. Ivan Nye. New York: John Wiley and Sons, Inc., 1958. $4.95 , 1959 .

[39]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[40]  S. Değirmencioğlu,et al.  Close friend and group influence on adolescent cigarette smoking and alcohol use. , 1997, Developmental psychology.

[41]  D. Campbell,et al.  Convergent and discriminant validation by the multitrait-multimethod matrix. , 1959, Psychological bulletin.

[42]  Danielle L. Fettes,et al.  Smoking behavior of US youths: a comparison between child welfare system and community populations. , 2011, American journal of public health.

[43]  P. Bearman,et al.  Chains of Affection: The Structure of Adolescent Romantic and Sexual Networks1 , 2004, American Journal of Sociology.

[44]  David R. Schaefer,et al.  Adolescent Friendships, BMI, and Physical Activity: Untangling Selection and Influence Through Longitudinal Social Network Analysis. , 2013, Journal of research on adolescence : the official journal of the Society for Research on Adolescence.

[45]  C. Steglich,et al.  Dynamics of friendship networks and alcohol use in early and mid-adolescence. , 2012, Journal of studies on alcohol and drugs.

[46]  John R. Hipp,et al.  The social context of adolescent smoking: a systems perspective. , 2010, American journal of public health.

[47]  Clea McNeely,et al.  Too Many Friends: Social Integration, Network Cohesion and Adolescent Depressive Symptoms , 2009 .

[48]  Jacob E. Cheadle,et al.  The Small-school Friendship Dynamics of Adolescent Depressive Symptoms , 2012, Society and mental health.

[49]  Dana L Haynie,et al.  Dangerous Liaisons? Dating and Drinking Diffusion in Adolescent Peer Networks , 2011, American sociological review.

[50]  Robert W. Faris,et al.  The social ecology of adolescent alcohol misuse. , 2008, Child development.

[51]  N. Gonzales,et al.  Familism Values as a Protective Factor for Mexican-Origin Adolescents Exposed to Deviant Peers , 2009, The Journal of early adolescence.

[52]  Karl E. Bauman,et al.  The Peer Context of Adolescent Substance Use: Findings from Social Network Analysis , 2006 .

[53]  Jay S. Kaufman,et al.  An Actor-Based Model of Social Network Influence on Adolescent Body Size, Screen Time, and Playing Sports , 2012, PloS one.

[54]  L. R. Huesmann,et al.  Childhood and adolescent predictors of early and middle adulthood alcohol use and problem drinking: the Columbia County Longitudinal Study. , 2008, Addiction.

[55]  A. McQueen,et al.  Pathways to adolescent alcohol use: family environment, peer influence, and parental expectations. , 2005, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[56]  Tom A. B. Snijders,et al.  Introduction to stochastic actor-based models for network dynamics , 2010, Soc. Networks.

[57]  Richard J BonnieMary Ellen O'Connell,et al.  Reducing underage drinking: a collective responsibility. , 2004 .

[58]  Tom A. B. Snijders,et al.  Manual for SIENA version 2.1 , 2005 .

[59]  R. Aseltine,et al.  The Variable Effects of Stress on Alcohol Use from Adolescence to Early Adulthood , 2000, Substance use & misuse.

[60]  Barbara Brown,et al.  The role of peer groups in adolescents' adjustment to secondary school. , 1989 .

[61]  Tom A. B. Snijders,et al.  Homophily and assimilation among sportactive adolescent substance users , 2006 .

[62]  Michael T French,et al.  Alcohol Use and Popularity: Social Payoffs from Conforming to Peers' Behavior. , 2011, Journal of research on adolescence : the official journal of the Society for Research on Adolescence.

[63]  T. Field,et al.  Academic performance, popularity, and depression predict adolescent substance use. , 2003, Adolescence.

[64]  R. Johnston,et al.  The SAGE Handbook of Social Network Analysis , 2011 .

[65]  Keith E Muller,et al.  Effects of home access and availability of alcohol on young adolescents' alcohol use. , 2007, Addiction.

[66]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994, Structural analysis in the social sciences.

[67]  Mark Huisman,et al.  Treatment of non-response in longitudinal network studies , 2008, Soc. Networks.

[68]  R. Engels,et al.  Parental attachment, parental control, and early development of alcohol use: a longitudinal study. , 2006, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[69]  J. Allen,et al.  The two faces of adolescents' success with peers: adolescent popularity, social adaptation, and deviant behavior. , 2005, Child development.

[70]  F. Nye,et al.  Family Relationships and Delinquent Behavior , 1959 .

[71]  Larissa I. Zakletskaia,et al.  Peer selection and influence effects on adolescent alcohol use: a stochastic actor-based model , 2012, BMC Pediatrics.

[72]  D. Lester,et al.  Alcohol use, self-esteem, depression, and suicidality in high school students. , 1994, Adolescence.

[73]  Thomas W Valente,et al.  Effects of a social-network method for group assignment strategies on peer-led tobacco prevention programs in schools. , 2003, American journal of public health.