Longitudinal trajectories of non-medical use of prescription medication among middle and high school students

References

• Manchikanti L, Fellows B, Ailinani H, Pampati V. Therapeutic use, abuse, and nonmedical use of opioids: a ten-year perspective. Pain Physician 2010; 13:401–35.
   PubMed Web of Science ®Google Scholar
• McCabe SE, West BT, Teter CJ, Ross-Durow P, Young A, Boyd CJ. Characteristics associated with the diversion of controlled medications among adolescents. Drug Alcohol Depend 2011; 118:452–8.
   PubMed Web of Science ®Google Scholar
• Boyd CJ, Young A, McCabe SE. Psychological and drug abuse symptoms associated with nonmedical use of opioid analgesics among adolescents. Subst Abuse 2014; 35:284–9.
   PubMed Web of Science ®Google Scholar
• Kuramoto SJ, Chilcoat HD, Ko J, Martins SS. Suicidal ideation and suicide attempt acrossstages of nonmedical prescription opioid use and presence of prescription opioid disorders among US adults. J Stud Alcohol Drugs 2012; 73:178–84.
   PubMed Web of Science ®Google Scholar
• Zullig KJ, Divin AL. The association between non-medical prescription drug use, depressive symptoms, and suicidality among college students. Addict Behav 2012; 37:890–9.
   PubMed Web of Science ®Google Scholar
• Arria AM. Nonmedical use of prescription stimulants and analgesics: associations with social and academic behaviors among college students. J Drug Issues 2008; 38:1045–60.
   PubMed Web of Science ®Google Scholar
• Schepis TS, Hakes JK. The association between nonmedical use of prescription medicationstatus and change in health-related quality of life: results from a nationally representativesurvey. Drug Alcohol Depend 2014; 142:161–7.
   PubMed Web of Science ®Google Scholar
• Schepis TS, Krishnan-Sarin S. Characterizing adolescent prescription misusers: a population-based study. J Am Acad Child Adolesc Psych 2008; 47:745–54.
   PubMed Web of Science ®Google Scholar
• Drazdowski TK, Jaggi L, Borre A, Kliewer WL. Use of prescription drugs and future delinquency among adolescent offenders. J Subst Abuse Treat 2015; 48:28–36.
   PubMed Web of Science ®Google Scholar
• Nargiso JE, Ballard EL, Skeer MR. A systematic review of risk and protective factors associated with nonmedical use of prescription drugs among youth in the United States: a social ecological perspective. J Stud Alcohol Drugs 2015; 76:5–20.
   PubMed Web of Science ®Google Scholar
• Young AM, Glover N, Havens JR. Nonmedical use of prescription medications among adolescents in th0e United States: a systematic review. J Adolesc Health 2012; 51:6–17.
   PubMed Web of Science ®Google Scholar
• Catalano RF, White HR, Fleming CB, Haggerty KP. Is nonmedical prescription opiate use a unique form of illicit drug use?. Addict Behav 2011; 36:79–86.
   PubMed Web of Science ®Google Scholar
• McCabe SE, Schulenberg JE, O'Malley PM, Patrick ME, Kloska DD. Non-medical use of prescription opioids during the transition to adulthood: a multi-cohort national longitudinal study. Addiction 2014; 109:102–10.
   PubMed Web of Science ®Google Scholar
• Ford JA, Reckdenwald A, Marquardt B. Prescription drug misuse and gender. Subst Use Misuse 2014; 49:842–51.
   PubMed Web of Science ®Google Scholar
• Tetrault JM, Desai RA, Becker WC, Fiellin DA, Concato J, Sullivan LE. Gender and non-medical use of prescription opioids: results from a national US survey. Addiction 2008; 103:258–68.
   PubMed Web of Science ®Google Scholar
• Ford JA, Rigg KK. Racial/ethnic differences in factors that place adolescents at risk for prescription opioid misuse. Prev Sci 2015; 16:633–41.
   PubMed Web of Science ®Google Scholar
• Harrell ZA, Broman CL. Racial/ethnic differences in correlates of prescription drug misuse among young adults. Drug Alcohol Depend 2009; 104:268–71.
   PubMed Web of Science ®Google Scholar
• Katz C, El-Gabalawy R, Keyes KM, Martins SS, Sareen J. Risk factors for incident nonmedical prescription opioid use and abuse and dependence: results from a longitudinal nationally representative sample. Drug Alcohol Depend 2013; 132:107–13.
   PubMed Web of Science ®Google Scholar
• Huang B, Dawson DA, Stinson FS, et al. Prevalence, correlates, and comorbidity of nonmedical prescription drug use and drug use disorders in the United States: results of the National Epidemiologic Survey on Alcohol and Related Conditions. J Clin Psych 2006; 67:1062–73.
   Web of Science ®Google Scholar
• Jones CM, Paulozzi LJ, Mack KA. Sources of prescription opioid pain relievers by frequency of past-year nonmedical use: United States, 2008–2011. JAMA Intern Med 2014; 174:802–3.
   PubMed Web of Science ®Google Scholar
• Cheng TC, Lo CC. Nonmedical use of prescription medications: a longitudinal analysis with adolescents involved in child welfare. Child Youth Serv Rev 2012; 34:859–64.
   Web of Science ®Google Scholar
• Wu LT, Swartz MS, Brady KT, Blazer DG, Hoyle RH, NIDA AAPI Workgroup. Nonmedical stimulant use among young Asian-Americans, Native Hawaiians/Pacific Islanders, and mixed-race individuals aged 12–34 years in the United States. J Psych Res 2014; 59:189–99.
   Web of Science ®Google Scholar
• Bell RQ. Convergence: an accelerated longitudinal approach. Child Dev 1953; 24:145–52.
   PubMed Web of Science ®Google Scholar
• Boyd CJ, Austic E, Epstein-Ngo Q, Veliz PT, McCabe SE. A prospective study of adolescents' nonmedical use of anxiolytic and sleep medication. Psychol Addict Behav 2015; 29:184–91.
   PubMed Web of Science ®Google Scholar
• Cranford JA, McCabe SE, Boyd CJ. Adolescents' nonmedical use and excessive medical use of prescription medications and the identification of substance use subgroups. Addict Behav 2013; 38:2768–71.
   PubMed Web of Science ®Google Scholar
• Johnston LD, O'Malley PM, Miech RA, Bachman JG, Schulenberg JE. Monitoring the Future national results on adolescent drug use: overview of findings, 2015. Ann Arbor, MI: Institute for Social Research, 2016.
   Google Scholar
• Cocco KM, Carey KB. Psychometric properties of the Drug Abuse Screening Test in psychiatric outpatients. Psychol Assess 1998; 10:408–14.
   Web of Science ®Google Scholar
• Muthen B, Muthen LK. Integrating person-centered and variable-centered analyses: growth mixture modeling with latent trajectory classes. Alcohol Clin Exp Res 2000; 24:882–91.
   PubMed Web of Science ®Google Scholar
• Nagin DS. Group-based modeling of development. Cambridge, MA: Harvard University Press, 2005.
   Google Scholar
• Nagin DS, Odgers CL. Group-based trajectory modeling in clinical research. Annu Rev Clin Psychol 2010; 6:109–38.
   PubMed Web of Science ®Google Scholar
• Nagin DS, Tremblay RE. What has been learned from group-based trajectory modeling? Examples from physical aggression and other problem behaviors. Ann Am Acad Pol Soc Sci 2005; 602:82–117.
   Web of Science ®Google Scholar
• Nagin DS. Analyzing developmental trajectories: a semiparametric, group-based approach. Psychol Methods 1999; 4:139–57.
   Web of Science ®Google Scholar
• Feldman BJ, Masyn KE, Conger RD. New approaches to studying problem behaviors: a comparison of methods for modeling longitudinal, categorical adolescent drinking data. Dev Psychol 2009; 45:652–76.
   PubMed Web of Science ®Google Scholar
• Collins LM, Lanza ST. Latent class and latent transition analysis: with applications in the social, behavioral, and health sciences. Hoboken, NJ: John Wiley & Sons, Inc, 2010.
   Google Scholar
• Lanza ST, Collins LM. A mixture model of discontinuous development in heavy drinking from ages 18 to 30: the role of college enrollment. J Stud Alcohol 2006; 67:552–61.
   PubMed Web of Science ®Google Scholar
• Martins SS, Fenton MC, Keyes KM, Blanco C, Zhu H, Storr CL. Mood and anxiety disorders and their association with non-medical prescription opioid use and prescription opioid-use disorder: longitudinal evidence from the National Epidemiologic Study on Alcohol and Related Conditions. Psychol Med 2012; 42:1261–72.
   PubMed Web of Science ®Google Scholar