Polydrug use and its association with drug treatment outcomes among primary heroin, methamphetamine, and cocaine users

Linwei Wang, Jeong Eun Min, Emanuel Krebs, Elizabeth Evans, David Huang, Lei Liu, Yih Ing Hser, Bohdan Nosyk

Research output: Contribution to journalArticle

15 Scopus citations

Abstract

Background Polydrug use may challenge effective treatment for substance use disorders. We evaluate whether secondary substance use modifies the association between treatment and primary drug use among primary heroin, cocaine and methamphetamine (MA) users. Methods Data were obtained from prospective cohort studies on people who use illicit drugs (PWUD) in California, USA. Using repeated monthly data on self-reported secondary substance use (heroin, cocaine, MA, alcohol or marijuana; ≥1 day in a month), primary drug use (≥1 day in a month), and treatment participation, collected via timeline follow-back, we fitted generalized linear mixed multiple regression models controlling for potential confounders to examine the interactions between treatment and secondary substance use on the odds of primary heroin, cocaine and MA use, respectively. Results Included in our study were 587 primary heroin, 444 primary MA, and 501 primary cocaine users, with a median of 32.4, 13.3 and 18.9 years of follow-up, respectively. In the absence of secondary substance use, treatment was strongly associated with decreased odds of primary drug use (adjusted odds ratios (aORs): 0.25, 95% CI: 0.24, 0.27, 0.07 (0.06, 0.08), and 0.07 (0.07, 0.09)) for primary heroin, MA, and cocaine users, respectively. Secondary substance use of any kind moderated these associations (0.82 (0.78, 0.87), 0.25 (0.21, 0.30) and 0.53 (0.45, 0.61), respectively), and these findings were consistent for each type of secondary substance considered. Moreover, we observed different associations in terms of direction and magnitude between secondary substance use and primary drug use during off-treatment periods across substance types. Conclusion This study demonstrates secondary substance use moderates the temporal associations between treatment and primary drug use among primary heroin, MA and cocaine users. Disparate patterns of polydrug use require careful measurement and analysis to inform targeted treatment for polydrug users.

Original languageEnglish
Pages (from-to)32-40
Number of pages9
JournalInternational Journal of Drug Policy
Volume49
DOIs
StatePublished - Nov 2017
Externally publishedYes

Keywords

  • Alcohol
  • Cocaine
  • Heroin
  • Marijuana
  • Methamphetamine
  • Polydrug use
  • Treatment

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