References
Ali, M.M., Amialchuk, A., Dwyer, D.S., 2011. The social contagion effect of marijuana use among adolescents. PLoS One 6, e16183.
Barnett, N.P., Ott, M.Q., Rogers, M.L., Loxley, M., Linkletter, C., Clark, M.A., 2014. Peer associations for substance use and exercise in a college student social network. Health Psychol. 33, 1134–1142.
Becker, H.S., 1963. Outsiders; Studies in the Sociology of Deviance. Free Press of Glencoe, London.
Bonell, C., Parry, W., Wells, H., Jamal, F., Fletcher, A., Harden, A., Thomas, J., Campbell, R., Petticrew, M., Murphy, S., Whitehead, M., Moore, L., 2013. The effects of the school environment on student health: a systematic review of multi-level studies. Health Place 21, 180–191.
Botello-Harbaum, M.T., Haynie, D.L., Iannotti, R.J., Wang, J., Gase, L., Simons-Morton, B., 2009. Tobacco control policy and adolescent cigarette smoking status in the United States. Nicotine Tob. Res. 11, 875–885.
Brechwald, W.A., Prinstein, M.J., 2011. Beyond homophily: a decade of advances in understanding peer influence processes. J. Res. Adolesc. 21, 166–179.
Browne, W., Goldstein, H., Rasbash, J., 2001. Multiple membership multiple classification (MMMC) models. Stat. Modelling 1, 103–124.
Campbell, R., Starkey, F., Holliday, J., Audrey, S., Bloor, M., Parry-Langdon, N., Hughes, R., Moore, L., 2008. An informal school-based peer-led intervention for smoking prevention in adolescence (ASSIST): a cluster randomised trial. Lancet 371, 1595–1602.
Carpenter, C., Cook, P.J., 2008. Cigarette taxes and youth smoking: new evidence from national, state, and local Youth Risk Behavior Surveys. J. Health Econ. 27, 287–299.
Chaloupka, F.J., Grossman, M., Saffer, H., 2002. The effects of price on alcohol con- sumption and alcohol-related problems. Alcohol Res. Health 26, 22–34.
Christakis, N.A., Fowler, J.H., 2008. The collective dynamics of smoking in a large social network. N. Engl. J. Med. 358, 2249–2258.
Chuang, Y.C., Ennett, S.T., Bauman, K.E., Foshee, V.A., 2009. Relationships of adoles- cents’ perceptions of parental and peer behaviors with cigarette and alcohol use in different neighborhood contexts. J. Youth Adolesc. 38, 1388–1398.
Clark, A.E., Loheac, Y., 2007. It wasn’t me, it was them!" social influence in risky behavior by adolescents. J. Health Econ. 26, 763–784.
Coban, F., Kunst, A., van Stralen, M., Richter, M., Rathmann, Katharina, Perelman, Julian, Alves, Joana, Federico, Bruno, Rimpelä, Arja, Lorant, V., Kuipers, M., 2018. Nicotine dependence among adolescents in the European Union: how many and who are af- fected? J. Public Health in press.
Cotterell, J., 2013. Social Networks in Youth and Adolescence. Routledge, London. Currie, C., Zanotti, C., Morgan, A., Roberts, C., Currie, D., Looze, Md., Samdal, O., Smith, O.R.F., Barnekow, V., World Health Organization, Regional Office for Europe, 2012.
Social Determinants of Health and Well-Being Among Young People: Health Behaviour in School-Aged Children (HBSC) International Report From the 2009/ 2010 Survey. WHO Regional Office for Europe, Copenhagen.
Czerwinski, F., Finne, E., Kolip, P., Bucksch, J., Germany, H.S.G., 2015. Individual and school level correlates of moderate to vigorous physical activity among school-chil- dren in Germany–a multi-level analysis. BMC Public Health 15, 393.
Daw, J., Margolis, R., Verdery, A.M., 2015. Siblings, friends, course-mates, club-mates: how adolescent health behavior homophily varies by race, class, gender, and health status. Soc. Sci. Med. 125, 32–39.
Dimaggio, P., Garip, F., 2012. Network effects and social inequality. Annu. Rev. Sociol. 38, 93–118.
Eisenberg, D., Golberstein, E., Whitlock, J.L., 2014. Peer effects on risky behaviors: new evidence from college roommate assignments. J. Health Econ. 33, 126–138.
Eitle, T.M., Wahl, A.M.G., Aranda, E., 2009. Immigrant generation, selective accultura- tion, and alcohol use among Latina/o adolescents. Soc. Sci. Res. 38, 732–742. Ennett, S.T., Bauman, K.E., Hussong, A., Faris, R., Foshee, V.A., Cai, L., DuRant, R.H.,
2006. The peer context of adolescent substance use: findings from social network
analysis. J. Res. Adolesc. 16, 159–186.
Ennett, S.T., Faris, R., Hipp, J., Foshee, V.A., Bauman, K.E., Hussong, A., Cai, L., 2008.
Peer smoking, other peer attributes, and adolescent cigarette smoking: a social net-
work analysis. Prev. Sci. 9, 88–98.
Evans-Polce, R.J., Castaldelli-Maia, J.M., Schomerus, G., Evans-Lacko, S.E., 2015. The
downside of tobacco control? Smoking and self-stigma: a systematic review. Soc. Sci.
Med. 145, 26–34.
Fletcher, A., Bonell, C., Hargreaves, J., 2008. School effects on young people’s drug use: a
systematic review of intervention and observational studies. J. Adolesc. Health 42,
209–220.
Friedkin, N., Johnsen, E., 2011. Social Influence Network Theory. Cambridge University
Press, New York.
Fujimoto, K., Valente, T.W., 2012a. Decomposing the components of friendship and
friends’ influence on adolescent drinking and smoking. J. Adolesc. Health 51,
136–143.
Fujimoto, K., Valente, T.W., 2012b. Social network influences on adolescent substance
use: disentangling structural equivalence from cohesion. Soc. Sci. Med. 74,
1952–1960.
Galán, I., Díez-Gañán, L., Gandarillas, A., Mata, N., Cantero, J.L., Durbán, M., 2012. Effect
of a smoking ban and school-based prevention and control policies on adolescent
smoking in Spain: a multilevel analysis. Prev. Sci. 13, 574–583.
Go, M.H., Green Jr., H.D., Kennedy, D.P., Pollard, M., Tucker, J.S., 2010. Peer influence
and selection effects on adolescent smoking. Drug Alcohol Depend. 109, 239–242. Go, M.H., Tucker, J.S., Green Jr., H.D., Pollard, M., Kennedy, D., 2012. Social distance
and homophily in adolescent smoking initiation. Drug Alcohol Depend. 124,
347–354.
Godfrey, K.M., Lillycrop, K.A., Burdge, G.C., Gluckman, P.D., Hanson, M.A., 2007.
Epigenetic mechanisms and the mismatch concept of the developmental origins of
health and disease. Pediatr. Res. 61, 5R–10R.
Goodman, E., 1999. The role of socioeconomic status gradients in explaining differences
in US adolescents’ health. Am. J. Public Health 89, 1522–1528.
Green Jr, H.D., Horta, M., de la Haye, K., Tucker, J.S., Kennedy, D.R., Pollard, M., 2013. Peer influence and selection processes in adolescent smoking behavior: a comparative
study. Nicotine Tob. Res. 15, 534–541.
Henry, D.B., Kobus, K., 2007. Early adolescent social networks and substance use. J. Early
Adolesc. 27, 346–362.
Hill, A., Roberts, J., Ewings, P., Gunnell, D., 1997. Non-response bias in a lifestyle survey.
J. Public Health 19, 203–207.
Hoffman, B.R., Monge, P.R., Chou, C.P., Valente, T.W., 2007. Perceived peer influence
and peer selection on adolescent smoking. Addict. Behav. 32, 1546–1554. Hoffman, B.R., Sussman, S., Unger, J.B., Valente, T.W., 2006. Peer influences on ado-
lescent cigarette smoking: a theoretical review of the literature. Subst. Use Misuse 41,
103–155.
Huang, G.C., Soto, D., Fujimoto, K., Valente, T.W., 2014. The interplay of friendship
networks and social networking sites: longitudinal analysis of selection and influence
39
V. Lorant and M. Tranmer
Social Networks 59 (2019) 31–40
effects on adolescent smoking and alcohol use. Am. J. Public Health 104, e51–59. Hublet, A., Schmid, H., Clays, E., Godeau, E., Gabhainn, S.N., Joossens, L., Maes, L., 2009.
Association between tobacco control policies and smoking behaviour among ado-
lescents in 29 European countries. Addiction 104, 1918–1926.
Kalman, M., Inchley, J., Sigmundova, D., Iannotti, R.J., Tynjala, J.A., Hamrik, Z., Haug, E., Bucksch, J., 2015. Secular trends in moderate-to-vigorous physical activity in 32
countries from 2002 to 2010: a cross-national perspective. Eur. J. Public Health 25
(Suppl 2), 37–40.
Kiuru, N., Burk, W.J., Laursen, B., Salmela-Aro, K., Nurmi, J.E., 2010. Pressure to drink
but not to smoke: disentangling selection and socialization in adolescent peer net-
works and peer groups. J. Adolesc. 33, 801–812.
Knecht, A.B., Burk, W.J., Weesie, J., Steglich, C., 2011. Friendship and alcohol use in
early adolescence: a multilevel social network approach. J. Res. Adolesc. 21,
475–487.
Knoke, D., Yang, S., Knoke, D., 2008. Social Network Analysis. Sage Publications, Los
Angeles.
Kobus, K., 2003. Peers and adolescent smoking. Addiction 98, 37–55.
Kobus, K., Henry, D.B., 2010. Interplay of network position and peer substance use in
early adolescent cigarette, alcohol, and marijuana use. J. Early Adolesc. 30, 225–245. Kreager, D.A., Rulison, K., Moody, J., 2011. Delinquency and the structure of adolescent
peer groups. Criminology 49, 95–127.
Lahaut, V.M., Jansen, H.A., van de, M.D., Garretsen, H.F., 2002. Non-response bias in a
sample survey on alcohol consumption. Alcohol Alcohol. 37, 256–260.
Lazega, Ee., Snijders, T.A.B., 2016. Multilevel Network Analysis for the Social Sciences :
Theory, Methods and Applications. Springer, London.
Leung, R.K., Toumbourou, J.W., Hemphill, S.A., 2014. The effect of peer influence and
selection processes on adolescent alcohol use: a systematic review of longitudinal
studies. Health Psychol. Rev. 8, 426–457.
Long, E., Barrett, T.S., Lockhart, G., 2017. Network-behavior dynamics of adolescent
friendships, alcohol use, and physical activity. Health Psychol. 36, 577–586. Lorant, V., Nicaise, P., Soto, V.E., D’Hoore, W., 2013. Alcohol drinking among college students: college responsibility for personal troubles. BMC Public Health 13.
Lorant, V., Rojas, V.S., Robert, P.O., Kinnunen, J.M., Kuipers, M.A., Moor, I., Roscillo, G., Alves, J., Rimpela, A., Federico, B., Richter, M., Perelman, J., Kunst, A.E., 2017. Social network and inequalities in smoking amongst school-aged adolescents in six European countries. Int. J. Public Health 62, 53–62.
Lorant, V., Soto, V.E., Alves, J., Federico, B., Kinnunen, J., Kuipers, M., Moor, I., Perelman, J., Richter, M., Rimpelä, A., Robert, P.O., Roscillo, G., Kunst, A., 2015. Smoking in school-aged adolescents: design of a social network survey in six European countries. BMC Res. Notes 8.
Lundborg, P., 2006. Having the wrong friends? Peer effects in adolescent substance use. J. Health Econ. 25, 214–233.
MacArthur, G., Harrison, S., Caldwell, D., Hickman, M., Campbell, R., 2016. Peer-led interventions to prevent tobacco, alcohol and/or drug use among young people aged 11-21 years: a systematic review and meta-analysis. Addiction 111, 391–407.
Maes, L., Lievens, J., 2003. Can the school make a difference? A multilevel analysis of adolescent risk and health behaviour. Soc. Sci. Med. 56, 517–529.
Manski, C.F., 1995. Identification Problems in the Social Sciences. Harvard University Press, Cambridge, Mass.
Marschall-Lévesque, S., Castellanos-Ryan, N., Vitaro, F., Séguin, J.R., 2014. Moderators of the association between peer and target adolescent substance use. Addict. Behav. 39, 48–70.
Maturo, C.C., Cunningham, S.A., 2013. Influence of friends on children’s physical activity: a review. Am. J. Public Health 103, e23–e38.
Maxwell, K.A., 2002. Friends: the role of peer influence across adolescent risk behaviors. J. Youth Adolesc. 31, 267–277.
McCambridge, J., McAlaney, J., Rowe, R., 2011. Adult consequences of late adolescent alcohol consumption: a systematic review of cohort studies. PLoS Med. 8, e1000413. McGloin, J.M., Sullivan, C.J., Thomas, K.J., 2014. Peer influence and context: the inter-
dependence of friendship groups, schoolmates and network density in predicting
substance use. J. Youth Adolesc. 43, 1436–1452.
McVicar, D., 2011. Estimates of peer effects in adolescent smoking across twenty six
European Countries. Soc. Sci. Med. 73, 1186–1193.
Mercken, L., Candel, M., Willems, P., De Vries, H., 2007. Disentangling social selection
and social influence effects on adolescent smoking: the importance of reciprocity in
friendships. Addiction 102, 1483–1492.
Mercken, L., Snijders, T.A.B., Steglich, C., De Vries, H., 2009. Dynamics of adolescent
friendship networks and smoking behavior: social network analyses in six European countries. Soc. Sci. Med. 69, 1506–1514.
Mercken, L., Steglich, C., Sinclair, P., Holliday, J., Moore, L., 2012. A longitudinal social network analysis of peer influence, peer selection, and smoking behavior among adolescents in British schools. Health Psychol. 31, 450–459.
Merlo, J., Chaix, B., Ohlsson, H., Beckman, A., Johnell, K., Hjerpe, P., Rastam, L., Larsen, K., 2006. A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena. J. Epidemiol. Community Health 60, 290–297.
Moriarty, J., McVicar, D., Higgins, K., 2016. Cross-section and panel estimates of peer effects in early adolescent cannabis use: with a little help from my ‘friends once re- moved’. Soc. Sci. Med. 163, 37–44.
World Health Organization, 2010. Global Recommendations on Physical Activity for Health. Geneva. pp. 60.
Osgood, D.W., Feinberg, M.E., Wallace, L.N., Moody, J., 2014. Friendship group position and substance use. Addict. Behav. 39, 923–933.
Pampel, F.C., 2006. Socioeconomic distinction, cultural tastes, and cigarette smoking. Soc. Sci. Q. 87, 19–35.
Pearson, M., Sweeting, H., West, P., Young, R., Gordon, J., Turner, K., 2006. Adolescent substance use in different social and peer contexts: a social network analysis. Drugs Educ. Prev. Policy 13, 519–536.
Poulin, F., Kiesner, J., Pedersen, S., Dishion, T.J., 2011. A short-term longitudinal analysis of friendship selection on early adolescent substance use. J. Adolesc. 34, 249–256. Rachele, J.N., McPhail, S.M., Washington, T.L., Cuddihy, T.F., 2012. Practical physical
activity measurement in youth: a review of contemporary approaches. World J.
Pediatr. 8, 207–216.
Rew, L., 2005. Adolescent Health : a Multidisciplinary Approach to Theory, Research, and
Intervention. Sage Publications, Thousand Oaks.
Richter, M., Vereecken, C.A., Boyce, W., Maes, L., Gabhainn, S.N., Currie, C.E., 2009.
Parental occupation, family affluence and adolescent health behaviour in 28 coun-
tries. Int. J. Public Health 54, 203–212.
Romer, D., Hennessy, M., 2007. A biosocial-affect model of adolescent sensation seeking:
the role of affect evaluation and peer-group influence in adolescent drug use. Prev.
Sci. 8, 89–101.
Sellström, E., Bremberg, S., 2006. Is there a "school effect" on pupil outcomes? A review of
multilevel studies. J. Epidemiol. Community Health 60, 149–155.
Seo, D.C., Huang, Y., 2012. Systematic review of social network analysis in adolescent
cigarette smoking behavior. J. Sch. Health 82, 21–27.
Shackleton, N., Hale, D., Bonell, C., Viner, R.M., 2016. Intraclass correlation values for
adolescent health outcomes in secondary schools in 21 European countries. SSM
Popul. Health 2, 217–225.
Simons-Morton, B.G., Farhat, T., 2010. Recent findings on peer group influences on
adolescent smoking. J. Prim. Prev. 31, 191–208.
Tranmer, M., Steel, D., 2001. Ignoring a level in a multilevel model: evidence from UK
census data. Environ. Plan. A 33, 941–948.
Tranmer, M., Steel, D., Browne, W.J., 2014a. Multiple-membership multiple-classification
models for social network and group dependences. J. R. Stat. Soc. Ser. A Stat. Soc.
177, 439–455.
Tranmer, M., Steel, D., Browne, W.J., 2014b. Multiple-membership multiple-classification
models for social network and group dependences. Journal of the Royal Statistical
Society Series a-Statistics in Society 177, 439–455.
Tucker, J.S., De La Haye, K., Kennedy, D.P., Green Jr, H.D., Pollard, M.S., 2014. Peer
influence on marijuana use in different types of friendships. J. Adolesc. Health 54,
67–73.
Tucker, J.S., Green Jr., H.D., Zhou, A.J., Miles, J.N.V., Shih, R.A., D’Amico, E.J., 2011.
Substance use among middle school students: associations with self-rated and peer-
nominated popularity. J. Adolesc. 34, 513–519.
Umberson, D., Crosnoe, R., Reczek, C., 2010. Social Relationships and Health Behavior
Across the Life Course. pp. 139–157.
Valente, T.W., 2010. Social Networks and Health Models, Methods, and Applications.
Oxford University Press, Oxford.
Valente, T.W., 2012. Network interventions. Science 337, 49–53.
Valente, T.W., Gallaher, P., Mouttapa, M., 2004. Using social networks to understand and
prevent substance use: a transdisciplinary perspective. Subst. Use Misuse 39,
1685–1712.
Vogel, M., Rees, C.E., McCuddy, T., Carson, D.C., 2015. The highs that bind: school
context, social status and marijuana use. J. Youth Adolesc. 44, 1153–1164.
Wang, C., Hipp, J.R., Butts, C.T., Jose, R., Lakon, C.M., 2016. Coevolution of adolescent
friendship networks and smoking and drinking behaviors with consideration of parental influence. Psychol. Addict. Behav. 30, 312–324.
References
References