Peer selection and influence effects on adolescent alcohol use: a stochastic actor-based model

BMC Pediatrics

Volumn 12, Issue , 2012, Pages

  Mundt, Marlon P ^a   Mercken, Liesbeth ^b   Zakletskaia, Larissa ^a  

^a UNIVERSITY OF WISCONSIN SCHOOL OF MEDICINE AND PUBLIC HEALTH   (United States)

^b MAASTRICHT UNIVERSITY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ADOLESCENT; ADULT; ALCOHOL CONSUMPTION; ARTICLE; CHILD; ETHNICITY; FEMALE; FRIENDSHIP; HUMAN; LONGITUDINAL STUDY; MAJOR CLINICAL STUDY; MALE; PEER PRESSURE; RACE; SCHOOL CHILD; SOCIAL NETWORK; STOCHASTIC MODEL; STUDENT;

ADOLESCENT; ALCOHOL DRINKING; FEMALE; FRIENDS; HUMANS; LONGITUDINAL STUDIES; MALE; MODELS, STATISTICAL; PEER GROUP; PROSPECTIVE STUDIES; STOCHASTIC PROCESSES;

EID: 84864519142     PISSN: None     EISSN: 14712431     Source Type: Journal    
DOI: 10.1186/1471-2431-12-115     Document Type: Article

References (42)

1. Centers for Disease Control and Prevention (CDC) Youth Risk Behavior Surveillance - United States, 2005. MMWR CDC Surveill Summ 2006, 55((SS-5)):17. Centers for Disease Control and Prevention (CDC).
2. Hingson RW, Heeren T, Winter MR. Age at drinking onset and alcohol dependence. Arch Pediatr Adolesc Med 2006, 160:739-746. 10.1001/archpedi.160.7.739, 16818840.
3. Grunbaum JA, Kann L, Kinchen S, Ross J, Hawkins J, Lowry R, Harris WA, McManus T, Chyen D, Collins J. Youth risk behavior surveillance-United States, 2003. MMWR Surveill Summ 2004, 53:1-96.
4. Ennett ST, Foshee VA, Bauman KE, Hussong A, Cai L, Reyes HLMN, DuRant R. The social ecology of adolescent alcohol misuse. Child Dev 2008, 79:1777-1791. 10.1111/j.1467-8624.2008.01225.x, 2597371, 19037949.
5. Ennett ST, Bauman KE, Hussong A, Faris R, Foshee VA, Cai L, DuRant RH. The peer context of adolescent substance use: findings from social network analysis. J Res Adolesc 2006, 28:159-186.
6. Ellickson PL, Hays RD. Antecedents of drinking among young adolescents with different alcohol use histories. J Stud Alcohol 1991, 52:398-408.
7. Urberg KA, Degirmencioglu SM, Pilgram C. Close friend and group influence on adolescent cigarette smoking and alcohol use. Dev Psychol 1997, 33:834-844.
8. Leung RK, Toumbourou JW, Hemphill SA. The effect of peer influence and selection processes on adolescent alcohol use: a systematic review of longitudinal studies. Health Psychol Rev 2011, first published online 09 Jun 2011; availabe at http://dx.doi.org/10.1080/17437199.2011.587961.
9. Saitz R, Naimi TS. Adolescent alcohol use and violence: are brief interventions the answer?. JAMA 2010, 304:575-577. 10.1001/jama.2010.1088, 20682942.
10. Jensen CD, Cushing CC, Aylward BS, Craig JT, Sorell DM, Steele RG. Effectiveness of motivational interviewing interventions for adolescent substance use behavior change: a meta-analytic review. J Consult Clin Psychol 2011, 79:433-440.
11. Poelen EAP, Engels RCME, Van Der Vorst H, Scholte RHJ, Vermulst AA. Best friends and alcohol consumption in adolescence: a within-family analysis. Drug Alcohol Depend 2007, 88:163-173. 10.1016/j.drugalcdep.2006.10.008, 17127016.
12. Schulenberg J, Maggs JL, Dielman TE, Leech SL, Kloska DD, Shope JT, Laetz VB. On peer influences to get drunk: a panel study of young adolescents. Merrill Palmer Q 1999, 45:108-142.
13. Sieving RE, Perry CL, Williams CL. Do friendships change behaviors, or do behaviors change friendships?. J Adolesc Health 2000, 26:27-35. 10.1016/S1054-139X(99)00056-7, 10638715.
14. Van Der Vorst H, Vermulst AA, Meeus WHJ, Dekovic M, Engels RCME. Identification and prediction of drinking trajectories in early and mid-adolescence. J Clin Child Adolesc Psychol 2009, 38:329-341. 10.1080/15374410902851648, 19437294.
15. Simons-Morton B. Social influences on adolescent substance use. Am J Health Behav 2004, 29:299-309.
16. Bray JH, Adams GJ, Getz JG, McQueen A. Individuation, peers, and adolescent alcohol use: a latent growth analysis. J Consult Clin Psychol 2003, 71:553-564.
17. Curran PJ, Stice E, Chassin L. The relation between adolescent alcohol use and peer alcohol use: a longitudinal random coefficients model. J Consult Clin Psychol 1997, 65:130-140.
18. Li F, Barrera M, Hops H, Fisher KJ. The longitudinal influence of peers on the development of alcohol use in late adolescence: a growth mixture analysis. J Behav Med 2002, 25:293-315. 10.1023/A:1015336929122, 12055779.
19. Ali MM, Dwyer DS. Social network effects in alcohol consumption among adolescents. Addict Behav 2010, 35:337-342. 10.1016/j.addbeh.2009.12.002, 20051311.
20. Fletcher JM. Peer influences on adolescent alcohol consumption: evidence using an instrumental variables/fixed effect approach. J Popul Econ 2011, 25:1265-1286.
21. Ripley RM, Snijders TAB, Lopez PP. Manual for RSIENA 4.0 (version May 1, 2011) 2011, University of Oxford, Department of Statistics; Nuffield College, Oxford, http://www.stats.ox.ac.uk/siena/.
22. Snijders TAB, van de Bunt GG, Steglich CEG. Introduction to actor-based models for network dynamics. Soc Networks 2010, 32:44-60.
23. Steglich CEG, Snijders TAB, Pearson M. Dynamic networks and behavior: separating selection from influence. Sociol Methodol 2010, 40:329-393.
24. Snijders TAB, Steglich CEG, Schweinberger M. Modeling the co-evolution of networks and behavior. Longitudinal models in the behavioral and related sciences 2007, 41-71. Lawrence Erlbaum, Mahwah, Montfort K, Oud H, Satorra A.
25. Snijders TAB. The statistical evaluation of social network dynamics. Sociol Methodol 2001, 31:361-395.
26. Knecht A, Snijders TAB, Baerveldt C, Steglich CEG, Raub W. Friendship and delinquency: Selection and influence processes in early adolescence. Soc Dev 2010, 19:494-514.
27. Knecht AB, Burk WJ, Weesie J, Steglich CEG. Friendship and alcohol use in early adolescence: a multilevel social network approach. J Res Adolesc 2010, 21:475-487.
28. Kiuru N, Burk WJ, Laursen B, Salmela-Aro K, Nurmi JE. Pressure to drink but not to smoke: disentangling selection and socialization in adolescent peer networks and peer groups. J Adolescence 2010, 33:801-812.
29. Burk WJ, Van der Vorst H, Kerr M, Stattin H. Alcohol use and friendship dynamics: selection and socialization in early-, middle-, and late-adolescent peer networks. J Stud Alc Drugs 2012, 73:89-98.
30. Mercken L, Steglich C, Knibbe R, Hein de Vries H. Dynamics of friendship networks and alcohol use in early and mid-adolescence. J Stud Alc Drugs 2012, 73:99-110.
31. Walton MA, Chermack ST, Shope JT, Bingham CR, Zimmerman MA, Blow FC, Cunningham RM. Effects of a brief intervention for reducing violence and alcohol misuse among adolescents: a randomized controlled trial. JAMA 2010, 304:527-535. 10.1001/jama.2010.1066, 20682932.
32. Spirito A, Monti PM, Barnett NP, Colby SM, Sindelar H, Rohsenow DJ, Lewander W, Myers M. A randomized clinical trial of a brief motivational intervention for alcohol-positive adolescents treated in an emergency department. J Pediatr 2004, 145:396-402. 10.1016/j.jpeds.2004.04.057, 15343198.
33. Harris KM, Halpern CT, Whitsel E, Hussey J, Tabor J, Entzel P, Udry JR. The national longitudinal study of adolescent health: Research design 2009, Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, WWW document. URL: http://www.cpc.unc.edu/projects/addhealth/design.
34. Real R, Vargas JM. The probabilistic basis of Jaccard's index of similarity. Syst Biol 1996, 45:380-385.
35. Kuntsche EN, Kuendig H. What is worse? A hierarchy of family-related risk factors predicting alcohol use in adolescence. Subst Use Misuse 2006, 41:71-86. 10.1080/10826080500368694, 16393737.
36. Mundt MP. The impact of peer social networks on adolescent alcohol use initiation. Acad Pediatr 2011, 11:414-421. 10.1016/j.acap.2011.05.005, 3170443, 21795133.
37. Snijders TAB, van Duijn MAJ. Simulation of statistical inference in dynamic network models. Simulating social phenomena 1997, 493-512. Springer, Berlin, Conte R, Hegselmann R, Terna P.
38. Schaefer DR, Kornienko O, Fox AM. Misery does not love company: network selection mechanisms and depression homophily. Am Sociol Rev 2011, 76:764-785.
39. de la Haye K, Robins G, Mohr P, Wilson C. How physical activity shapes, and is shaped by, adolescent friendships. Soc Sci Med 2011, 73:719-728. 10.1016/j.socscimed.2011.06.023, 21802807.
40. Snijders TAB, Baerveldt C. A multilevel network study of the effects of delinquent behavior on friendship evolution. J Math Sociol 2003, 27:123-151.
41. Hedges LV, Olkin I. Statistical methods for meta-analysis 1985, Academic Press, New York.
42. Substance Abuse and Mental Health Services Administration Results from the 2010 National Survey on Drug Use and Health: Summary of National Findings. NSDUH Series H-41, HHS Publication No. (SMA) 11-4658 2011, Substance Abuse and Mental Health Services Administration, Rockville, Substance Abuse and Mental Health Services Administration.