References
- Armour, C., Shorter, G. W., Elhai, J. D., Elklit, A., & Christoffersen, M. N. (2014). Polydrug use typologies and childhood maltreatment in a nationally representative survey of Danish young adults. Journal of Studies on Alcohol and Drugs, 75(1), 170–178. https://doi.org/https://doi.org/10.15288/jsad.2014.75.170
- Arria, A. M., Caldeira, K. M., Allen, H. K., Bugbee, B. A., Vincent, K. B., Grady, K. E. O., Arria, A. M., Caldeira, K. M., Allen, H. K., Bugbee, B. A., Vincent, K. B., & Prevalence, K. E. O. G. (2017). Prevalence and incidence of drug use among college students : An 8-year longitudinal analysis. The American Journal of Drug and Alcohol Abuse, 43(6), 711–718. https://doi.org/https://doi.org/10.1080/00952990.2017.1310219
- Arterberry, B. J., Treloar, H., & McCarthy, D. M. (2017). Empirical profiles of alcohol and marijuana use, drugged driving, and risk perceptions. Journal of Studies on Alcohol and Drugs, 78(6), 889–898. https://doi.org/https://doi.org/10.15288/jsad.2017.78.889
- Benson, K., Flory, K., Humphreys, K. L., & Lee, S. S. (2015). Misuse of stimulant medication among college students: A comprehensive review and meta-analysis. Clinical Child and Family Psychology Review, 18(1), 50–76. https://doi.org/https://doi.org/10.1007/s10567-014-0177-z
- Botvin, G. J. (2000). Preventing drug abuse in schools: Social and competence enhancement approaches targeting individual-level etiologic factors. Addictive Behaviors, 25(6), 887–897. http://ovidsp.ovid.com/ovidweb.cgi?T=JS&PAGE=reference&D=emed5&NEWS=N&AN=2000322370
- Brewin, C. R., Andrews, B., Valentine, J. D., Bromet, E., Dekel, R., Green, B., King, D., King, L., Neria, Y., Son, A., & Schultz, L. (2000). Meta-analysis of risk factors for posttraumatic stress disorder in trauma-exposed adults. Journal of Consulting and Clinical Psychology, <Brewin, Andrews & Valentine, 2000.pdf>. 68(5), 748–766. https://doi.org/https://doi.org/10.1037//0022-006x.68.5.748
- Cadigan, J. M., Dworkin, E. R., Ramirez, J. J., & Lee, C. M. (2019). Patterns of alcohol use and marijuana use among students at 2- and 4-year institutions. Journal of American College Health, 67(4), 383–390. https://doi.org/https://doi.org/10.1080/07448481.2018.1484362
- Chan, G., Butterworth, P., Becker, D., Degenhardt, L., Stockings, E., Hall, W., & Patton, G. (2019). Longitudinal patterns of amphetamine use from adolescence to adulthood: A latent class analysis of a 20-year prospective study of Australians. Drug and Alcohol Dependence, 194(August 2018), 121–127. https://doi.org/https://doi.org/10.1016/j.drugalcdep.2018.08.042
- Chan, G., Connor, J., Hall, W., & Leung, J. (2020). The changing patterns and correlates of population‐level polysubstance use in Australian youth: A multi‐group latent class analysis of nationally representative samples spanning 12 years. Addiction, 115(1), 145–155. https://doi.org/https://doi.org/10.1111/add.14761
- Chen, L.-Y., Crum, R. M., Martins, S. S., Kaufmann, C. N., Strain, E. C., & Mojtabai, R. (2014). Patterns of concurrent substance use among nonmedical ADHD stimulant users: Results from the National Survey on Drug Use and Health. Drug and Alcohol Dependence, 142, 86–90. https://doi.org/https://doi.org/10.1016/j.drugalcdep.2014.05.022
- Chiauzzi, E., DasMahapatra, P., & Black, R. A. (2013). Risk behaviors and drug use: A latent class analysis of heavy episodic drinking in first-year college students. Psychology of Addictive Behaviors: Journal of the Society of Psychologists in Addictive Behaviors, 27(4), 974–985. https://doi.org/https://doi.org/10.1037/a0031570
- Choi, H. J., Grigorian, H., Garner, A., Stuart, G. L., & Temple, J. R. (2020). Polydrug use and dating violence among emerging adults. Journal of Interpersonal Violence, https://doi.org/https://doi.org/10.1177/0886260520934427
- Choi, H. J., Lu, Y., Schulte, M., & Temple, J. R. (2018). Adolescent substance use: Latent class and transition analysis. Addictive Behaviors, 77, 160–165. https://doi.org/https://doi.org/10.1016/j.addbeh.2017.09.022
- Connor, J. P., Gullo, M. J., White, A., & Kelly. (2014). Polysubstance use: Diagnostic challenges, patterns of use and health. Current Opinion in Psychiatry, 27(4), 269–275. https://doi.org/http://dx.doi.org/10.1097/YCO.0000000000000069
- Collins, L. M., Murphy, S. A., & Bierman, K. L. (2004). A conceptual framework for adaptive preventive interventions. Prevention Science : The Official Journal of the Society for Prevention Research, 5(3), 185–196. https://doi.org/https://doi.org/10.1023/B:PREV.0000037641.26017.00
- Compton, W. M., Jones, C. M., Baldwin, G. T., Harding, F. M., Blanco, C., & Wargo, E. M. (2019). Targeting youth to prevent later substance use disorder: An underutilized response to the us opioid crisis. American Journal of Public Health, 109(S3), S185–S189. https://doi.org/https://doi.org/10.2105/AJPH.2019.305020
- Conrod, P. J. (2016). Personality-targeted interventions for substance use and misuse. Current Addiction Reports, 3(4), 426–436. https://doi.org/https://doi.org/10.1007/s40429-016-0127-6
- Coomber, R., Moyle, L., & South, N. (2016). The normalisation of drug supply: The social supply of drugs as the “other side” of the history of normalisation. Drugs: Education, Prevention and Policy, 23(3), 255–263. https://doi.org/https://doi.org/10.3109/09687637.2015.1110565
- Cooper, M. L., Frone, M. R., Russell, M., & Mudar, P. (1995). Drinking to regulate positive and negative emotions: a motivational model of alcohol use. Journal of Personality and Social Psychology, 69(5), 990.
- Cox, W. M., & Klinger, E. (Eds.). (2004). Handbook of motivational counseling: Concepts, approaches, and assessment. John Wiley & Sons.
- Darvishzadeh, H., Mirzaee, M., Jahani, Y., & Sharifi, H. (2019). Age of onset of methamphetamine consumption among the Iranian youth aged 19–29 : A cross-sectional study. Addiction & Health, 11(3), 138–147.
- Degenhardt, L., Wolfe, D., Hall, W., Hickman, M., Chang, J., Bruneau, J., Farrell, M., & Griffiths, P. (2019). Strategies to reduce drug-related harm: Responding to the evidence base. The Lancet, 394(10208), 1490–1493. https://doi.org/https://doi.org/10.1016/S0140-6736(19)32232-9
- Edalati, H., & Conrod, P. J. (2018). A review of personality-targeted interventions for prevention of substance misuse and related harm in community samples of adolescents. Frontiers in Psychiatry, 9 (JAN), 770–779. https://doi.org/https://doi.org/10.3389/fpsyt.2018.00770
- EMCDDA. (2019). European Drug Report. In European Union Publications Office. https://doi.org/https://doi.org/10.1097/JSM.0b013e31802b4fda
- Evans-Polce, R. J., Patrick, M. E., Lanza, S. T., Miech, R. A., O’Malley, P. M., & Johnston, L. D. (2018). Reasons for vaping among US 12th graders. The Journal of Adolescent Health: Official Publication of the Society for Adolescent Medicine, 62(4), 457–462. https://doi.org/https://doi.org/10.1016/j.jadohealth.2017.10.009
- Evans-Polce, R., Lanza, S., & Maggs, J. (2016). Heterogeneity of alcohol, tobacco, and other substance use behaviors in U.S. college students: A latent class analysis. Addictive Behaviors, 53, 80–85. https://doi.org/https://doi.org/10.1016/j.addbeh.2015.10.010
- Farrell, M., Martin, N. K., Stockings, E., Bórquez, A., Cepeda, J. A., Degenhardt, L., Ali, R., Tran, L. T., Rehm, J., Torrens, M., Shoptaw, S., & McKetin, R. (2019). Responding to global stimulant use: Challenges and opportunities. The Lancet, 394(10209), 1652–1667. https://doi.org/https://doi.org/10.1016/S0140-6736(19)32230-5
- Fernández-Calderón, F., Cleland, C. M., & Palamar, J. J. (2018). Polysubstance use profiles among electronic dance music party attendees in New York City and their relation to use of new psychoactive substances. Addictive Behaviors, 78(November 2017), 85–93. https://doi.org/https://doi.org/10.1016/j.addbeh.2017.11.004
- Finch, W. H., & Pierson, E. E. (2011). A mixture IRT analysis of risky youth behavior. Frontiers in Psychology, 2, 98. https://doi.org/https://doi.org/10.3389/fpsyg.2011.00098
- Fischer, B., Russell, C., Sabioni, P., Brink, W. V. D., Foll, B. L., & Hall, W. (2017). Lower-risk cannabis use guidelines : A comprehensive update of evidence and recommendations. American Journal of Public Health, 107(8), 1–12. https://doi.org/https://doi.org/10.2105/AJPH.2017.303818
- Font, S. A., & Maguire-Jack, K. (2020). It’s not “Just poverty”: Educational, social, and economic functioning among young adults exposed to childhood neglect, abuse, and poverty. Child Abuse & Neglect, 101(August 2019), 104356. https://doi.org/https://doi.org/10.1016/j.chiabu.2020.104356
- Fuller, C. M., Vlahov, D., Arria, A. M., Ompad, D. C., Garfein, R., & Strathdee, S. A. (2001). Factors associated with adolescent initiation of injection drug use. Public Health Reports, 116(1_suppl), 136–145. https://doi.org/https://doi.org/10.1093/phr/116.S1.136
- Haas, A. L., Wickham, R., Macia, K., Shields, M., Macher, R., & Schulte, R. (2015). Identifying classes of conjoint alcohol and marijuana use in entering freshmen. Psychology of Addictive Behaviors, 29(3), 620–626. https://doi.org/https://doi.org/10.1037/adb0000089
- Hall, W., Stjepanović, D., Caulkins, J., Lynskey, M., Leung, J., Campbell, G., & Degenhardt, L. (2019). Public health implications of legalising the production and sale of cannabis for medicinal and recreational use. The Lancet, 394(10208), 1580–1590. https://doi.org/https://doi.org/10.1016/S0140-6736(19)31789-1
- Hannemann, T.-V., Kraus, L., & Piontek, D. (2017). Consumption patterns of nightlife attendees in Munich: A latent-class analysis. Substance Use & Misuse, 52(11), 1511–1521. https://doi.org/https://doi.org/10.1080/10826084.2017.1290115
- Hartogsohn, I. (2017). Constructing drug effects: A history of set and setting. Drug Science, Policy and Law, 3, 205032451668332. https://doi.org/https://doi.org/10.1177/2050324516683325
- Hawkins, J., Catalano, R., & Miller, J. (1992). Risk and protective factors for alcohol and other drug problems in adolescence and early adulthood. Psychological Bulletin, 112(1), 64–105.
- Johnston, L. D., O’Malley, P. M., Bachman, J. G., Schulenberg, J. E., & Miech, R. A. (2016). Monitoring the future: College students & adults ages. Monitoring the Future, 2, 19–55.
- Kabir, K., Bahari, A., Hajizadeh, M., Allahverdipour, H., Tarrahi, M. J., Fakhari, A., Ansari, H., & Mohammadpoorasl, A. (2018). Substance abuse behaviors among university freshmen in Iran: A latent class analysis. Epidemiology and Health, 40, e2018030 https://doi.org/https://doi.org/10.4178/epih.e2018030
- Kelly, A. B., Chan, G. C. K., White, A., Saunders, J. B., Baker, P. J., & Connor, J. P. (2014). Is there any evidence of changes in patterns of concurrent drug use among young Australians 18-29 years between 2007 and 2010? Addictive Behaviors, 39(8), 1249–1252. https://doi.org/https://doi.org/10.1016/j.addbeh.2014.04.009
- Kreuter, M. W., & Skinner, C. S. (2000). Tailoring: What’s in a name? Health Education Research, 15(1), 1–4. https://doi.org/https://doi.org/10.1093/her/15.1.1
- Lanza, H. I., Grella, C. E., & Chung, P. J. (2014). Does adolescent weight status predict problematic substance use patterns? American Journal of Health Behavior, 38(5), 708–716. https://doi.org/https://doi.org/10.5993/AJHB.38.5.8
- Lee, C. M., Neighbors, C., Hendershot, C. S., & Grossbard, J. R. (2009). Development and preliminary validation of a comprehensive Marijuana motives questionnaire. Journal of Studies on Alcohol and Drugs, 70(2), 279–287. https://doi.org/https://doi.org/10.15288/jsad.2009.70.279
- Lewis, T. F., & Mobley, A. K. (2010). Substance abuse and dependency risk: The role of peer perceptions, marijuana involvement, and attitudes toward substance use among college students. Journal of Drug Education, 40(3), 299–314. https://doi.org/https://doi.org/10.2190/DE.40.3.f
- Ludden, A. B., & Eccles, J. S. (2007). Psychosocial, motivational, and contextual profiles of youth reporting different patterns of substance use during adolescence. Journal of Research on Adolescence, 17(1), 51–88. https://doi.org/https://doi.org/10.1111/j.1532-7795.2007.00512.x
- Meikle, S., Carter, O., & Bedi, G. (2020). Individual differences in distress, impulsivity, and coping motives for use as predictors of problematic ecstasy use. Addictive Behaviors, 108(August 2019), 106397. https://doi.org/https://doi.org/10.1016/j.addbeh.2020.106397
- Min, M. O., Farkas, K., Minnes, S., & Singer, L. T. (2007). Prevalence and psychological correlates of complicated grief among bereaved adults 2.5–3.5 years after September 11th attacks. Journal of Traumatic Stress: Official Publication of the International Society for Traumatic Stress Studies 20(3), 251–262. https://doi.org/https://doi.org/10.1002/jts
- Moher, D., Shamseer, L., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., Shekelle, P., Stewart, L. A., & Group, P. (2015). Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Systematic Reviews, 4(1), 1–9. https://doi.org/https://doi.org/10.1186/2046-4053-4-1
- Moyle, L., & Coomber, R. (2019). Student transitions into drug supply: Exploring the university as a ‘risk environment. Journal of Youth Studies, 22(5), 642–657. https://doi.org/https://doi.org/10.1080/13676261.2018.1529863
- Nylund, K. L., Asparouhov, T., & Muthén, B. O. (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Structural Equation Modeling: A Multidisciplinary Journal, 14(4), 535–569. https://doi.org/https://doi.org/10.1080/10705510701575396
- Onrust, S. A., Otten, R., Lammers, J., & Smit, F. (2016). School-based programmes to reduce and prevent substance use in different age groups: What works for whom? Systematic review and meta-regression analysis. Clinical Psychology Review, 44, 45–59. https://doi.org/https://doi.org/10.1016/j.cpr.2015.11.002
- Peacock, A., Leung, J., Larney, S., Colledge, S., Hickman, M., Rehm, J., Giovino, G. A., West, R., Hall, W., Griffiths, P., Ali, R., Gowing, L., Marsden, J., Ferrari, A. J., Grebely, J., Farrell, M., & Degenhardt, L. (2018). Global statistics on alcohol, tobacco and illicit drug use: 2017 status report. Addiction (Abingdon, England), 113(10), 1905–1926. https://doi.org/https://doi.org/10.1111/add.14234
- Prochaska, J. J., Spring, B., & Nigg, C. R. (2008). Multiple health behavior change research: An introduction and overview. Preventive Medicine, 46(3), 181–188. https://doi.org/https://doi.org/10.1016/j.ypmed.2008.02.001
- Quek, L. H., Chan, G. C. K., White, A., Connor, J. P., Baker, P. J., Saunders, J. B., & Kelly, A. B. (2013). Concurrent and simultaneous polydrug use: Latent class analysis of an Australian nationally representative sample of young adults. Frontiers in Public Health, 1(NOV), 61–69. https://doi.org/https://doi.org/10.3389/fpubh.2013.00061
- Reid, L. W., Elifson, K. W., & Sterk, C. E. (2008). NIH Public Access, 17(1), 74–80.
- Ryan, S. A., Kokotailo, P., Camenga, D. R., Patrick, S. W., Plumb, J., Quigley, J., & Walker-Harding, L. (2019). Alcohol use by youth. Pediatrics, 144(1). https://doi.org/https://doi.org/10.1542/peds.2019-1357
- SAMHSA’s Center for the Application of Prevention Technologies. (2015). Reaching and engaging “non-college” young adults in prevention efforts. February.
- Sañudo, A., Andreoni, S., & Sanchez, Z. M. (2015). Polydrug use among nightclub patrons in a megacity: A latent class analysis. International Journal of Drug Policy, 26(12), 1207–1214. https://doi.org/https://doi.org/10.1016/j.drugpo.2015.07.012
- Sher, K. J., Jackson, K. M., & Steinley, D. (2011). Alcohol use trajectories and the ubiquitous cat’s cradle: Cause for concern? Journal of Abnormal Psychology, 120(2), 322–335. https://doi.org/https://doi.org/10.1037/a0021813
- Simons, J., Correia, C. J., & Carey, K. B. (2000). A comparison of motives for marijuana and alcohol use among experienced users. Addictive Behaviors, 25(1), 153–160. https://doi.org/https://doi.org/10.1016/S0306-4603(98)00104-X
- Snyder, S. M., & Merritt, D. H. (2015). The influence of supervisory neglect on subtypes of emerging adult substance use after controlling for familial factors, relationship status, and individual traits. Substance Abuse, 36(4), 507–514. https://doi.org/https://doi.org/10.1080/08897077.2014.997911
- Snyder, S. M., & Rubenstein, C. (2014). Do incest, depression, parental drinking, serious romantic relationships, and living with parents influence patterns of substance use during emerging adulthood? Journal of Psychoactive Drugs, 46(3), 188–197. https://doi.org/10.0.4.56/02791072.2014.914610
- Stockings, E., Hall, W. D., Lynskey, M., Morley, K. I., Reavley, N., Strang, J., Patton, G., & Degenhardt, L. (2016). Prevention, early intervention, harm reduction, and treatment of substance use in young people. The Lancet. Psychiatry, 3(3), 280–296. https://doi.org/https://doi.org/10.1016/S2215-0366(16)00002-X
- Sutherland, R., Peacock, A., Roxburgh, A., Barratt, M. J., Burns, L., & Bruno, R. (2018). Typology of new psychoactive substance use among the general Australian population. Drug and Alcohol Dependence, 188(March), 126–134. https://doi.org/https://doi.org/10.1016/j.drugalcdep.2018.03.034
- Tomczyk, S., Isensee, B., & Hanewinkel, R. (2016). Latent classes of polysubstance use among adolescents-a systematic review. Drug and Alcohol Dependence, 160, 12–29. https://doi.org/https://doi.org/10.1016/j.drugalcdep.2015.11.035
- Tomczyk, S., Pedersen, A., Hanewinkel, R., Isensee, B., & Morgenstern, M. (2016). Polysubstance use patterns and trajectories in vocational students-a latent transition analysis. Addictive Behaviors, 58, 136–141. https://doi.org/https://doi.org/10.1016/j.addbeh.2016.02.027
- United Nations Office on Drugs and Crime. (2019). The world drug report. In United Nations publication (Issue January). https://www.unodc.org/doc/wdr2016/WORLD_DRUG_REPORT_2016_web.pdf
- UNODC, & WHO. (2018). International Standards on Drug Use Prevention - Second updated edition. United Nations Office on Drugs and Crime and World Health Organization, 58. http://www.unodc.org/documents/prevention/standards_180412.pdf
- White, H. R., Anderson, K. G., Ray, A. E., & Mun, E. Y. (2016). Do drinking motives distinguish extreme drinking college students from their peers? Addictive Behaviors, 60, 213–218. https://doi.org/https://doi.org/10.1016/j.addbeh.2016.04.011
- Zimmerman, L., Kilwein, T. M., Beyer, D., Marks, C., & Looby, A. (2019). “Not for Human Consumption”: A descriptive investigation into user characteristics, motives, and consequences associated with bath salt use”. Journal of Psychoactive Drugs, 51(3), 218–224. https://doi.org/https://doi.org/10.1080/02791072.2019.1571652
- Zimmermann, M., Chong, A. K., Vechiu, C., & Papa, A. (2020). Modifiable risk and protective factors for anxiety disorders among adults: A systematic review. Psychiatry Research, 285, 112705. https://doi.org/https://doi.org/10.1016/j.psychres.2019.112705
- Zinnberg, J. P. (1986). Drug, set, and setting: The basis for controlled intoxicant use. American Journal of Psychiatry, 143(4), 548-a–549. https://doi.org/https://doi.org/10.1176/ajp.143.4.548-a