Latent class analysis of substance use and predictors of latent class membership among adolescents in the Republic of Korea

References

• Ash, P. (2007). Suicidal behavior in children and adolescents. Psychiatric Annals, 37(10), 675–679.
   Web of Science ®Google Scholar
• Avenevoli, S., Swendsen, J., He, J.-P., Burstein, M., & Merikangas, K. R. (2015). Major depression in the national comorbidity survey–adolescent supplement: Prevalence, correlates, and treatment. Journal of the American Academy of Child & Adolescent Psychiatry, 54(1), 37–44.e32. doi: 10.1016/j.jaac.2014.10.010
   PubMed Web of Science ®Google Scholar
• Barnes, G. M., Hoffman, J. H., Welte, J. W., Farrell, M. P., & Dintcheff, B. A. (2006). Effects of parental monitoring and peer deviance on substance use and delinquency. Journal of Marriage and Family, 68(4), 1084–1104. doi: 10.1111/j.1741-3737.2006.00315.x
   Web of Science ®Google Scholar
• Beman, D. S. (1995). Risk factors leading to adolescent substance abuse. Adolescence, 30(117), 201–208.
   PubMed Web of Science ®Google Scholar
• Black, C., & Martin, C. (2015). Multiple Substance Use among Adolescents in Scotland: Profile and Trends. Edinburgh: IPSOS Mori and Scottish Government.
   Google Scholar
• Brener, N. D., Billy, J. O. G., & Grady, W. R. (2003). Assessment of factors affecting the validity of self-reported health-risk behavior among adolescents: Evidence from the scientific literature. Journal of Adolescent Health, 33(6), 436–457. doi: 10.1016/S1054-139X(03)00052-1
   PubMed Web of Science ®Google Scholar
• Chun, J., & Chung, I.-J. (2013). Gender differences in factors influencing smoking, drinking, and their co-occurrence among adolescents in South Korea. Nicotine & Tobacco Research, 15(2), 542–551. doi: 10.1093/ntr/nts181
   PubMed Web of Science ®Google Scholar
• Chung, T., Kim, K. H., Hipwell, A. E., & Stepp, S. D. (2013). White and black adolescent females differ in profiles and longitudinal patterns of alcohol, cigarette, and marijuana use. Psychology of Addictive Behaviors, 27(4), 1110–1121. doi: 10.1037/a0031173
   PubMed Web of Science ®Google Scholar
• Chung, W. (2004). Type of alcoholic beverage and high-risk drinking: How risky is beer drinking in Korea? Alcohol and Alcoholism, 39(1), 39–42. doi:10.1093/alcalc/agh015
   PubMed Web of Science ®Google Scholar
• Cleveland, M. J., Collins, L. M., Lanza, S. T., Greenberg, M. T., & Feinberg, M. E. (2010). Does individual risk moderate the effect of contextual-level protective factors? A latent class analysis of substance use. Journal of Prevention & Intervention in the Community, 38(3), 213–228. doi:10.1080/10852352.2010.486299
   PubMedGoogle Scholar
• Collins, L. M., & Lanza, S. T. (2010). Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences. Hoboken, NJ: John Wiley & Sons, Inc.
   Google Scholar
• Connell, C., Gilreath, T., Aklin, W., & Brex, R. (2010). Social-ecological influences on patterns of substance use among non-metropolitan high school students. American Journal of Community Psychology, 45(1–2), 36–48. doi: 10.1007/s10464-009-9289-x
   PubMed Web of Science ®Google Scholar
• Connell, C. M., Gilreath, T. D., & Hansen, N. B. (2009). A multiprocess latent class analysis of the co-occurrence of substance use and sexual risk behavior among adolescents. Journal of Studies on Alcohol and Drugs, 70(6), 943–951. doi: 10.15288/jsad.2009.70.943
   PubMed Web of Science ®Google Scholar
• Conway, K. P., Vullo, G. C., Nichter, B., Wang, J., Compton, W. M., Iannotti, R. J., & Simons-Morton, B. (2013). Prevalence and patterns of polysubstance use in a nationally representative sample of 10th graders in the United States. Journal of Adolescent Health, 52(6), 716–723. doi: 10.1016/j.jadohealth.2012.12.006
   PubMed Web of Science ®Google Scholar
• Cox, R. G., Zhang, L., Johnson, W. D., & Bender, D. R. (2007). Academic performance and substance use: Findings from a state survey of public high school students. Journal of School Health, 77(3), 109–115. doi: 10.1111/j.1746-1561.2007.00179.x
   PubMed Web of Science ®Google Scholar
• Cranford, J. A., McCabe, S. E., & Boyd, C. J. (2013). Adolescents’ nonmedical use and excessive medical use of prescription medications and the identification of substance use subgroups. Addictive Behaviors, 38(11), 2768–2771. doi: 10.1016/j.addbeh.2013.06.015
   PubMed Web of Science ®Google Scholar
• Dierker, L. C., Vesel, F., Sledjeski, E. M., Costello, D., & Perrine, N. (2007). Testing the dual pathway hypothesis to substance use in adolescence and young adulthood. Drug and Alcohol Dependence, 87(1), 83–93. doi: 10.1016/j.drugalcdep.2006.08.001
   PubMed Web of Science ®Google Scholar
• Donovan, J. E. (2005). Problem behavior theory. InC. B. Fisher & R. M. Lerner (Eds.), Encyclopedia of Applied Developmental Science (pp. (872–877). Thousand Oaks, CA: Sage Publications.
   Google Scholar
• Esposito-Smythers, C., & Spirito, A. (2004). Adolescent substance use and suicidal behavior: A review with implications for treatment research. Alcoholism: Clinical and Experimental Research, 28, (5 Suppl), 77s-88s. doi: 10.1097/01.ALC.0000127417.99752.87
   PubMed Web of Science ®Google Scholar
• Fergusson, D. M., & Boden, J. M. (2008). Cannabis use and later life outcomes. Addiction, 103(6), 969–976. doi: 10.1111/j.1360-0443.2008.02221.x
   PubMed Web of Science ®Google Scholar
• Gilreath, T. D., Astor, R. A., Estrada, J. N. Jr., Benbenishty, R., & Unger, J. B. (2014). School victimization and substance use among adolescents in California. Prevention Science, 15(6), 897–906. doi: 10.1007/s11121-013-0449-8
   PubMed Web of Science ®Google Scholar
• Gilreath, T. D., Astor, R. A., Estrada, J. N., Johnson, R. M., Benbenishty, R., & Unger, J. B. (2015). Substance use among adolescents in California: A latent class analysis. Substance Use & Misuse, 49(1–2), 116–123. doi: 10.3109/10826084.2013.824468
   Web of Science ®Google Scholar
• Gravetter, F., & Wallnau, L. (2011). Essentials of Statistics for the Behavioral Sciences (7th ed.). Belmont, CA: Cengage Learning.
   Google Scholar
• Harrison, E. R., Haaga, J., & Richards, T. (1993). Self-reported drug use data: What do they reveal? American Journal of Drug & Alcohol Abuse, 19(4), 423–441.
   PubMed Web of Science ®Google Scholar
• Hummel, A., Shelton, K. H., Heron, J., Moore, L., & Bree, M. B. M. (2013). A systematic review of the relationships between family functioning, pubertal timing and adolescent substance use. Addiction, 108(3), 487–496. doi: 10.1111/add.12055
   PubMed Web of Science ®Google Scholar
• Hwang, S. H. (2007). A comparative study of substance abuse by Korean and American adolescents. Korean Criminological Association., 1(1), 73–90.
   Google Scholar
• Institute for Social Development Studies Yonsei University. (2016). The 2016 8th International Comparative Study of the Happiness Index for Children and Young People. Seoul: Korea Bang Jeong-hwan Foundation.
   Google Scholar
• James, J. E., Kristjánsson, Á. L., & Sigfúsdóttir, I. D. (2011). Adolescent substance use, sleep, and academic achievement: Evidence of harm due to caffeine. Journal of Adolescence, 34(4), 665–673. doi: 10.1016/j.adolescence.2010.09.006
   PubMed Web of Science ®Google Scholar
• Jeon, H. S. (2015). Effects of smoking, drinking and drug use on the adolescent’s suicidal ideation by using the data of the Korea youth risk behavior web-based survey through. Journal of Korean Society of School Health, 28(2), 99–110. doi: 10.15434/kssh.2015.28.2.99
   Google Scholar
• Jessor, R. (2014). Problem behavior theory: A half-century of research on adolescent behavior and development. In R. M. Lerner, A. C. Petersen, R. K. Silbereisen, & J. Brooks-Gunn (Eds.), The Developmental Science of Adolescence (pp. 239–256). NY: Psychology Press.
   Google Scholar
• Johnson, R. J., & Kaplan, H. B. (1990). Stability of psychological symptoms: Drug use consequences and intervening processes. Journal of Health and Social Behavior, 31(3), 277–291. doi: 10.2307/2136892
   PubMed Web of Science ®Google Scholar
• Johnston, L. D., O’Malley, P. M., Bachman, J. G., & Schulenberg, J. E. (2010). Monitoring the Future National Results on Adolescent Drug Use: Overview of Key Findings, 2009 (NIH Publication No. 10-7583). Bethesda, MD: National Institute on Drug Abuse.
   Google Scholar
• Ḳaminer, Y., & Bukstein, O. G. (2008). Adolescent Substance Abuse: Psychiatric Comorbidity and High-Risk Behaviors. New York, NY: Taylor & Francis.
   Google Scholar
• Kelly, A. B., Chan, G. C., Mason, W. A., & Williams, J. W. (2015a). The relationship between psychological distress and adolescent polydrug use. Psychology of Addictive Behaviors, 29(3), 787–793. doi: 10.1037/adb0000068
   PubMed Web of Science ®Google Scholar
• Kelly, A. B., Evans-Whipp, T. J., Smith, R., Chan, G. C. K., Toumbourou, J. W., Patton, G. C., … Catalano, R. F. (2015b). A longitudinal study of the association of adolescent polydrug use, alcohol use and high school non-completion. Addiction, 110(4), 627–635. doi: 10.1111/add.12829
   PubMed Web of Science ®Google Scholar
• Khantzian, E. J. (2003). Understanding addictive vulnerability: An evolving psychodynamic perspective. Neuropsychoanalysis, 5(1), 5–21. doi: 10.1080/15294145.2003.10773403
   Google Scholar
• Kokkevi, A., Kanavou, E., Richardson, C., Fotiou, A., Papadopoulou, S., Monshouwer, K., … Olszewski, D. (2014). Polydrug use by European adolescents in the context of other problem behaviours. Nordic Studies on Alcohol and Drugs, 31(4), 323–342. doi: 10.2478/nsad-2014-0026
   Web of Science ®Google Scholar
• Kokkevi, A., Richardson, C., Olszewski, D., Matias, J., Monshouwer, K., & Bjarnason, T. (2012). Multiple substance use and self-reported suicide attempts by adolescents in 16 European countries. European Child & Adolescent Psychiatry, 21(8), 443–450. 10.1007/s00787-012-0276-7
   PubMed Web of Science ®Google Scholar
• Korea Centers for Disease Control and Prevention. (2015). The Sixth Korea National Health and Nutrition Examination Survey (KNHANES VI-2), 2014. Osong, Chungcheongbuk-do: Korea Centers for Disease Control and Prevention.
   Google Scholar
• Korea Centers for Disease Control and Prevention, & Ministry of Education. (2013). The Statistics on the 9th Korea Youth Risk Behavior Web-Based Survey in 2013. Osong, Chungcheongbuk-do: Korea Centers for Disease Control and Prevention.
   Google Scholar
• Korea Centers for Disease Control and Prevention, & Ministry of Education. (2015). The Statistics on the 11th Korea Youth Risk Behavior Web-Based Survey in 2015. Osong, Chungcheongbuk-do: Korea Centers for Disease Control and Prevention.
   Google Scholar
• Kuhn, C. (2015). Emergence of sex differences in the development of substance use and abuse during adolescence. Pharmacology & Therapeutics, 153, 55–78. doi: 10.1016/j.pharmthera.2015.06.003
   PubMed Web of Science ®Google Scholar
• Lamont, A., Woodlief, D., & Malone, P. (2014). Predicting high-risk versus higher-risk substance use during late adolescence from early adolescent risk factors using latent class analysis. Addiction Research & Theory, 22(1), 78–89. doi: 10.3109/16066359.2013.772587
   PubMed Web of Science ®Google Scholar
• Lee, Y. S., Han, D. H., Kim, S. M., & Renshaw, P. F. (2013). Substance abuse precedes internet addiction. Addictive Behaviors, 38(4), 2022–2025. doi: 10.1016/j.addbeh.2012.12.024
   PubMed Web of Science ®Google Scholar
• Liu, Y., Wang, M., Tynjälä, J., Villberg, J., Lv, Y., & Kannas, L. (2013). Socioeconomic inequalities in alcohol use of adolescents: The differences between China and Finland. International Journal of Public Health, 58(2), 177–185. doi: 10.1007/s00038-012-0432-3
   PubMed Web of Science ®Google Scholar
• Maldonado-Molina, M. M., Collins, L. M., Lanza, S. T., Prado, G., Ramírez, R., & Canino, G. (2007). Patterns of substance use onset among Hispanics in Puerto Rico and the United States. Addictive Behaviors, 32(10), 2432–2437. doi: 10.1016/j.addbeh.2007.04.007
   PubMed Web of Science ®Google Scholar
• Mathers, M., Toumbourou, J. W., Catalano, R. F., Williams, J., & Patton, G. C. (2006). Consequences of youth tobacco use: A review of prospective behavioural studies. Addiction, 101(7), 948–958. doi: 10.1111/j.1360-0443.2006.01438.x
   PubMed Web of Science ®Google Scholar
• McLanahan, S., & Sandefur, G. (2009). Growing up with a Single Parent: What Hurts, What Helps. Cambridge, MA: Harvard University Press.
   Google Scholar
• Morean, M. E., Kong, G., Camenga, D. R., Cavallo, D. A., Simon, P., & Krishnan-Sarin, S. (2016). Latent class analysis of current e-cigarette and other substance use in high school students. Drug and Alcohol Dependence, 161, 292–297. doi: 10.1016/j.drugalcdep.2016.02.018
   PubMed Web of Science ®Google Scholar
• Nanda, S., & Konnur, N. (2006). Adolescent drug & alcohol use in the 21st century. Pediatric Annals, 35(3), 193–199. doi: 10.3928/0090-4481-20060301-13
   PubMed Web of Science ®Google Scholar
• O’Malley, P. M., Bachman, J. G., Messersmith, E. E., Freedman-Doan, P., Johnston, L. D., & Schulenberg, J. E. (2012). The Education-Drug Use Connection. New York, NY: Lawrence Erlbaum Associates.
   Google Scholar
• O’Mara, R. M., Lee, A., & King, C. A. (2013). Depression and suicide-related behaviors in adolescence. In W. T. O’Donohue, L. T. Benuto, & L. Woodward Tolle (Eds.), Handbook of Adolescent Health Psychology (pp. 521–535). New York, NY: Springer New York.
   Google Scholar
• Organisation for Economic Co-operation and Development. (2015, December 17). Teenage suicide (15-19 years old). Retrieved January 5, 2017, from https://www.oecd.org/els/family/CO_4_4_Teenage-Suicide.pdf
   Google Scholar
• Park, S., & Kim, Y. (2016). Prevalence, correlates, and associated psychological problems of substance use in Korean adolescents. BMC Public Health, 16(1), 1–9. doi: 10.1186/s12889-016-2731-8
   Web of Science ®Google Scholar
• Parker, E. M., & Bradshaw, C. P. (2015). Teen dating violence victimization and patterns of substance use among high school students. Journal of Adolescent Health, 57(4), 441–447. doi: 10.1016/j.jadohealth.2015.06.013
   PubMed Web of Science ®Google Scholar
• Pilatti, A., Godoy, J. C., Brussino, S. A., & Pautassi, R. M. (2013). Patterns of substance use among Argentinean adolescents and analysis of the effect of age at first alcohol use on substance use behaviors. Addictive Behaviors, 38(12), 2847–2850. doi: 10.1016/j.addbeh.2013.08.007
   PubMed Web of Science ®Google Scholar
• Riehman, K. S., Stephens, R. L., & Schurig, M. L. (2009). Substance use patterns and mental health diagnosis among youth in mental health treatment: A latent class analysis. Journal of Psychoactive Drugs, 41(4), 363–368. doi: 10.1080/02791072.2009.10399774
   PubMed Web of Science ®Google Scholar
• Rohde, P., & Andrews, J. A. (2006). Substance use disorders. In C. Essau (Ed.), Child and Adolescent Psychopathology: Theoretical and Clinical Implications (pp. 184–220). New York, NY: Routledge.
   Google Scholar
• Schwinn, T. M., Schinke, S. P., & Trent, D. N. (2010). Substance use among late adolescent urban youths: Mental health and gender influences. Addictive Behaviors, 35(1), 30–34. doi: 10.1016/j.addbeh.2009.08.005
   PubMed Web of Science ®Google Scholar
• Shin, S. H., Hong, H. G., & Hazen, A. L. (2010). Childhood sexual abuse and adolescent substance use: A latent class analysis. Drug and Alcohol Dependence, 109(1–3), 226–235. doi: 10.1016/j.drugalcdep.2010.01.013
   PubMed Web of Science ®Google Scholar
• Snyder, S. M., & Smith, R. E. (2015). Do physical abuse, depression, and parental substance use influence patterns of substance use among child welfare involved youth?. Substance Use & Misuse, 50(2), 226–235. doi: 10.3109/10826084.2014.966845
   PubMed Web of Science ®Google Scholar
• Soju. (n.d.). In Merriam-Webster’s online dictionary. Retrieved from http://www.merriam-webster.com/dictionary/soju
   Google Scholar
• Squeglia, L. M., Jacobus, J., & Tapert, S. F. (2009). The influence of substance use on adolescent brain development. Clinical EEG and Neuroscience, 40(1), 31–38. doi: 10.1177/155005940904000110
   PubMed Web of Science ®Google Scholar
• Svedberg, P., Nygren, J. M., Staland-Nyman, C., & Nyholm, M. (2016). The validity of socioeconomic status measures among adolescents based on self-reported information about parents occupations, FAS and perceived SES; implication for health related quality of life studies. BMC Medical Research Methodology, 16(1), 48. doi: 10.1186/s12874-016-0148-9
   PubMed Web of Science ®Google Scholar
• Swadi, H. (1999). Individual risk factors for adolescent substance use. Drug and Alcohol Dependence, 55(3), 209–224. doi: 10.1016/S0376-8716(99)00017-4
   PubMed Web of Science ®Google Scholar
• Tomczyk, S., Hanewinkel, R., & Isensee, B. (2015). Multiple substance use patterns in adolescents: A multilevel latent class analysis. Drug and Alcohol Dependence, 155, 208–214. doi: 10.1016/j.drugalcdep.2015.07.016
   PubMed Web of Science ®Google Scholar
• Tomczyk, S., Isensee, B., & Hanewinkel, R. (2016). Latent classes of polysubstance use among adolescents: A systematic review. Drug and Alcohol Dependence, 160, 12–29. doi: 10.1016/j.drugalcdep.2015.11.035
   PubMed Web of Science ®Google Scholar
• Tourangeau, R., & Yan, T. (2007). Sensitive questions in surveys. Psychological Bulletin, 133(5), 859–883. doi: 10.1037/0033-2909.133.5.859
   PubMed Web of Science ®Google Scholar
• Townsend, L., Flisher, A. J., & King, G. (2007). A systematic review of the relationship between high school dropout and substance use. Clinical Child and Family Psychology Review, 10(4), 295–317. doi: 10.1007/s10567-007-0023-7
   PubMed Web of Science ®Google Scholar
• U.S. Department of Health Human Services. (2007). The Surgeon General’s Call to Action to Prevent and Reduce Underage Drinking. Atlanta, GA: U.S. Department of Health Human Services, Office of the Surgeon General.
   Google Scholar
• U.S. Department of Health Human Services. (2012). Preventing Tobacco Use among Youth and Young Adults: A Report of the Surgeon General. Atlanta, GA: US Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Office on Smoking and Health.
   Google Scholar
• Van Ryzin, M. J., Fosco, G. M., & Dishion, T. J. (2012). Family and peer predictors of substance use from early adolescence to early adulthood: An 11-year prospective analysis. Addictive Behaviors, 37(12), 1314–1324. doi: 10.1016/j.addbeh.2012.06.020
   PubMed Web of Science ®Google Scholar
• White, A., Chan, G. C. K., Quek, L.-H., Connor, J. P., Saunders, J. B., Baker, P., Brackenridge C., & Kelly, A. B. (2013). The topography of multiple drug use among adolescent Australians: Findings from the National Drug Strategy Household Survey. Addictive Behaviors, 38(4), 2068–2073. doi: 10.1016/j.addbeh.2013.01.001
   PubMed Web of Science ®Google Scholar
• Williams, R. J., & Nowatzki, N. (2005). Validity of adolescent self-report of substance use. Substance Use & Misuse, 40(3), 299–311. doi: 10.1081/JA-200049327
   PubMed Web of Science ®Google Scholar