193
Views
2
CrossRef citations to date
0
Altmetric
Original Articles

Evaluating alcohol and marijuana use among emerging adult males via analysis of text messages

, &

References

  • Allen, J. P., Porter, M. R., McFarland, F. C., Marsh, P., & McElhaney, K. B. (2005). The two faces of adolescents’ success with peers: Adolescent popularity, social adaptation, and deviant behavior. Child Development, 76(3), 747–760. doi:10.1111/j.1467-8624.2005.00875.x
  • Anthony, J. C., & Petronis, K. R. (1995). Early-onset drug use and risk of later drug problems. Drug and Alcohol Dependence, 40(1), 9–15.
  • Arnett, J. J. (2000). Emerging adulthood. A theory of development from the late teens through the twenties. The American Psychologist, 55(5), 469–480.
  • Arnett, J. J. (2005). The developmental context of substance use in emerging adulthood. Journal of Drug Issues, 35(2), 235–253. doi:10.1177/002204260503500202
  • Boyle, S. C., Earle, A. M., LaBrie, J. W., & Ballou, K. (2017). Facebook dethroned: Revealing the more likely social media destinations for college students' depictions of underage drinking. Addictive Behaviors, 65, 63–67. doi:10.1016/j.addbeh.2016.10.004
  • Boyle, S. C., LaBrie, J. W., Froidevaux, N. M., & Witkovic, Y. D. (2016). Different digital paths to the keg? How exposure to peers' alcohol-related social media content influences drinking among male and female first-year college students. Addictive Behaviors, 57, 21–29. doi:10.1016/j.addbeh.2016.01.011
  • Brook, J. S., Gordon, A. S., Brook, A., & Brook, D. W. (1989). The consequences of marijuana use on intrapersonal and interpersonal functioning in black and white adolescents. Genetic, Social, and General Psychology Monographs, 115, 349–369.
  • Brook, J. S., Richter, L., Whiteman, M., & Cohen, P. (1999). Consequences of adolescent marijuana use: Incompatibility with the assumption of adult roles. Genetic, social, and general psychology monographs, 125, 193–207.
  • Cabrera-Nguyen, E. P., Cavazos-Rehg, P., Krauss, M., Bierut, L. J., & Moreno, M. A. (2016). Young Adults' exposure to alcohol- and marijuana-related content on Twitter. Journal of Studies on Alcohol and Drugs, 77(2), 349–353. doi:10.15288/jsad.2016.77.349
  • Carrington, P. J., Scott, J., & Wasserman, S. (2005). Models and methods in social network analysis (Vol. 28). Cambridge: Cambridge University Press.
  • Cavazos-Rehg, P., Krauss, M., Grucza, R., & Bierut, L. (2014). Characterizing the followers and tweets of a marijuana-focused Twitter handle. Journal of Medical Internet Research, 16(6), e157. doi:10.2196/jmir.3247
  • Center for Behavioral Health Statistics and Quality. (2016). Key substance use and mental health indicators in the United States: Results from the 2015 National Survey on Drug Use and Health. Rockville: Substance Abuse and Mental Health Services Administration.
  • Csardi, G., & Nepusz, T. (2006). The igraph software package for complex network research. InterJournal, Complex Systems, 1695, 1–9.
  • Daniulaityte, R., Nahhas, R. W., Wijeratne, S., Carlson, R. G., Lamy, F. R., Martins, S. S., … Sheth, A. (2015). "Time for dabs": Analyzing Twitter data on marijuana concentrates across the U.S. Drug and Alcohol Dependence, 155, 307–311. doi:10.1016/j.drugalcdep.2015.07.1199
  • Delforterie, M. J., Lynskey, M. T., Huizink, A. C., Creemers, H. E., Grant, J. D., Few, L. R., … Agrawal, A. (2015). The relationship between cannabis involvement and suicidal thoughts and behaviors. Drug and Alcohol Dependence, 150, 98–104. doi:10.1016/j.drugalcdep.2015.02.019
  • Diego, M. A., Field, T. M., & Sanders, C. E. (2003). Academic performance, popularity, and depression predict adolescent substance use. Adolescence, 38, 35–42.
  • Dishion, T. J., & Skaggs, N. M. (2000). An ecological analysis of monthly" bursts" in early adolescent substance use. Applied Developmental Science, 4(2), 89–97. doi:10.1207/S1532480XADS0402_4
  • Doumen, S., Smits, I., Luyckx, K., Duriez, B., Vanhalst, J., Verschueren, K., & Goossens, L. (2012). Identity and perceived peer relationship quality in emerging adulthood: The mediating role of attachment-related emotions. Journal of Adolescence, 35(6), 1417–1425. doi:10.1016/j.adolescence.2012.01.003
  • Ellickson, P. L., Martino, S. C., & Collins, R. L. (2004). Marijuana use from adolescence to young adulthood: Multiple developmental trajectories and their associated outcomes. Health Psychology, 23(3), 299–307. doi:10.1037/0278-6133.23.3.299
  • Ennett, S. T., & Bauman, K. E. (1996). Adolescent social networks school, demographic, and longitudinal considerations. Journal of Adolescent Research, 11(2), 194–215. doi:10.1177/0743554896112003
  • Fergusson, D. M., Horwood, L. J., & Swain-Campbell, N. (2002). Cannabis use and psychosocial adjustment in adolescence and young adulthood. Addiction, 97(9), 1123–1135. doi:10.1046/j.1360-0443.2002.00103.x
  • Fournier, A. K., Hall, E., Ricke, P., & Storey, B. (2013). Alcohol and the social network: Online social networking sites and college students' perceived drinking norms. Psychology of Popular Media Culture, 2(2), 86. doi:10.1037/a0032097
  • Freeman, L. C. (1978). Centrality in social networks conceptual clarification. Social Networks, 1(3), 215–239. doi:10.1016/0378-8733(78)90021-7
  • Freeman, L. C., Borgatti, S. P., & White, D. R. (1991). Centrality in valued graphs: A measure of betweenness based on network flow. Social Networks, 13(2), 141–154. doi:10.1016/0378-8733(91)90017-N
  • Grant, B. F., & Dawson, D. A. (1998). Age of onset of drug use and its association with DSM-IV drug abuse and dependence: Results from the National Longitudinal Alcohol Epidemiologic Survey. Journal of Substance Abuse, 10(2), 163–173. doi:10.1016/S0899-3289(99)80131-X
  • Grant, B. F., Stinson, F. S., & Harford, T. C. (2001). Age at onset of alcohol use and DSM-IV alcohol abuse and dependence: A 12-year follow-up. Journal of Substance Abuse, 13(4), 493–504.
  • Gual, A., Segura, L., Contel, M., Heather, N., & Colom, J. (2002). Audit-3 and audit-4: Effectiveness of two short forms of the alcohol use disorders identification test. Alcohol and Alcoholism (Oxford, Oxfordshire), 37(6), 591–596.
  • Houben, K., Havermans, R. C., & Wiers, R. W. (2010). Learning to dislike alcohol: Conditioning negative implicit attitudes toward alcohol and its effect on drinking behavior. Psychopharmacology (Berl), 211(1), 79–86. doi:10.1007/s00213-010-1872-1
  • Kerpelman, J. L., & Pittman, J. F. (2001). The instability of possible selves: Identity processes within late adolescents' close peer relationships. Journal of Adolescence, 24(4), 491–512. doi:10.1006/jado.2001.0385
  • Krauss, M. J., Grucza, R. A., Bierut, L. J., & Cavazos-Rehg, P. A. (2015). "Get drunk. Smoke weed. Have fun.": A content analysis of tweets about marijuana and alcohol. American Journal of Health Promotion, 31(3), 200–208. doi:10.4278/ajhp.150205-QUAL-708
  • Lee, J. Y., Brook, J. S., Finch, S. J., & Brook, D. W. (2015). Trajectories of marijuana use from adolescence to adulthood predicting unemployment in the mid 30s. The American Journal on Addictions, 24(5), 452–459. doi:10.1111/ajad.12240
  • Li, F., Barrera, M., Jr, Hops, H., & Fisher, K. J. (2002). The longitudinal influence of peers on the development of alcohol use in late adolescence: A growth mixture analysis. Journal of Behavioral Medicine, 25(3), 293–315. doi:10.1023/A:1015336929122
  • Litt, D. M., & Stock, M. L. (2011). Adolescent alcohol-related risk cognitions: The roles of social norms and social networking sites. Psychology of Addictive Behaviors, 25(4), 708–713. doi:10.1037/a0024226
  • McCambridge, J., McAlaney, J., & Rowe, R. (2011). Adult consequences of late adolescent alcohol consumption: A systematic review of cohort studies. PLoS Medicine, 8(2), e1000413. doi:10.1371/journal.pmed.1000413
  • Melchior, M., Chollet, A., Elidemir, G., Galera, C., & Younes, N. (2015). Unemployment and substance use in young adults: Does educational attainment modify the association?. European Addiction Research, 21(3), 115–123. doi:10.1159/000365887
  • Meyer, D., Hornik, K., & Feinerer, I. (2008). Text mining infrastructure in R. Journal of Statistical Software, 25, 1–54.
  • Moreno, M. A., Arseniev-Koehler, A., Litt, D., & Christakis, D. (2016). Evaluating college students' displayed alcohol references on Facebook and Twitter. Journal of Adolescent Health, 58(5), 527–532. doi:10.1016/j.jadohealth.2016.01.005
  • Moreno, M. A., Briner, L. R., Williams, A., Brockman, L., Walker, L., & Christakis, D. A. (2010). A content analysis of displayed alcohol references on a social networking web site. Journal of Adolescent Health, 47(2), 168–175. doi:10.1016/j.jadohealth.2010.01.001
  • Moreno, M. A., Christakis, D. A., Egan, K. G., Jelenchick, L. A., Cox, E., Young, H., … Becker, T. (2012). A pilot evaluation of associations between displayed depression references on Facebook and self-reported depression using a clinical scale. The Journal of Behavioral Health Services & Research, 39(3), 295–304. doi:10.1007/s11414-011-9258-7
  • Moreno, M. A., Cox, E. D., Young, H. N., & Haaland, W. (2015). Underage college students' alcohol displays on Facebook and real-time alcohol behaviors. Journal of Adolescent Health, 56(6), 646–651. doi:10.1016/j.jadohealth.2015.02.020
  • Moreno, M. A., & Whitehill, J. M. (2014). Influence of social media on alcohol use in adolescents and young adults. Alcohol Research : Current Reviews, 36(1), 91–100.
  • Nesi, J., Rothenberg, W. A., Hussong, A. M., & Jackson, K. M. (2017). Friends' alcohol-related social networking site activity predicts escalations in adolescent drinking: Mediation by peer norms. Journal of Adolescent Health, 60(6), 641–647. doi:10.1016/j.jadohealth.2017.01.009
  • Newcomb, M. D., & Bentler, P. M. (1988). Impact of adolescent drug use and social support on problems of young adults: A longitudinal study. Journal of Abnormal Psychology, 97(1), 64–75.
  • Newman, M. E. (2008). The mathematics of networks. The New Palgrave Encyclopedia of Economics, 2, 1–12.
  • Osgood, D. W., Ragan, D. T., Wallace, L., Gest, S. D., Feinberg, M. E., & Moody, J. (2013). Peers and the emergence of alcohol use: Influence and selection processes in adolescent friendship networks. Journal of Research on Adolescence, 23(3), 500–512. doi:10.1111/jora.12059
  • Patton, G. C., Coffey, C., Carlin, J. B., Degenhardt, L., Lynskey, M., & Hall, W. (2002). Cannabis use and mental health in young people: cohort study. BMJ (Clinical Research ed.), 325(7374), 1195–1198.
  • Perkonigg, A., Pfister, H., Höfler, M., Fröhlich, C., Zimmermann, P., Lieb, R., & Wittchen, H.-U. (2006). Substance use and substance use disorders in a community sample of adolescents and young adults: Incidence, age effects and patterns of use. European Addiction Research, 12(4), 187–196. doi:10.1159/000094421
  • Pope, H. G., Jr., & Yurgelun-Todd, D. (1996). The residual cognitive effects of heavy marijuana use in college students. Jama, 275(7), 521–527.
  • Sampasa-Kanyinga, H., Dupuis, L. C., & Ray, R. (2015). Prevalence and correlates of suicidal ideation and attempts among children and adolescents. International Journal of Adolescent Medicine and Health, 29(2) doi:10.1515/ijamh-2015-0053
  • Smith, A. (2015). U.S. Smartphone Use in 2015. Pew Internet & American Life Project. Retrieved from http://www.pewinternet.org/2015/04/01/us-smartphone-use-in-2015/
  • Sznitman, S. (2015). Analysing Twitter as an opportunity to understand substance use. Available at SSRN 2566850.
  • Toseeb, U., & Inkster, B. (2015). Online social networking sites and mental health research. Front Psychiatry, 6, 36. doi:10.3389/fpsyt.2015.00036
  • Tucker, J. S., Ellickson, P. L., Orlando, M., Martino, S. C., & Klein, D. J. (2005). Substance use trajectories from early adolescence to emerging adulthood: A comparison of smoking, binge drinking, and marijuana use. Journal of Drug Issues, 35(2), 307–332. doi:10.1177/002204260503500205
  • Urberg, K. A., Değirmencioğlu, S. M., & Pilgrim, C. (1997). Close friend and group influence on adolescent cigarette smoking and alcohol use. Developmental Psychology, 33(5), 834. doi:10.1037//0012-1649.33.5.834
  • Valente, T. W. (2003). Social network influences on adolescent substance use: An introduction. Connections, 25, 11–16.
  • Wasserman, S., & Faust, K. (1994). Social network analysis: Methods and applications (Vol. 8). Cambridge: Cambridge University Press.
  • Wilkinson, A. L., Halpern, C. T., & Herring, A. H. (2016). Directions of the relationship between substance use and depressive symptoms from adolescence to young adulthood. Addictive Behaviors, 60, 64–70. doi:10.1016/j.addbeh.2016.03.036
  • Womack, S. R., Shaw, D. S., Weaver, C. M., & Forbes, E. E. (2016). Bidirectional associations between cannabis use and depressive symptoms from adolescence through early adulthood among at-risk young men. Journal of Studies on Alcohol and Drugs, 77(2), 287–297. doi:10.15288/jsad.2016.77.287
  • Yonker, L. M., Zan, S., Scirica, C. V., Jethwani, K., & Kinane, T. B. (2015). "Friending" teens: Systematic review of social media in adolescent and young adult health care. Journal of Medical Internet Research, 17(1), e4. doi:/jmir.3692 doi:10.2196/jmir.3692

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.