TY - JOUR
T1 - Predictors of heroin abstinence in opiate substitution therapy in heroin-only users and dual users of heroin and crack
AU - Heidebrecht, Felicia
AU - Dawkins, Lynne
PY - 2017/10/18
Y1 - 2017/10/18
N2 - Aims: To analyse predictors of heroin abstinence in opiate substitution therapy (OST) based on frequency of crack use and its interactions with other predictors in a clinical non-experimental setting. Design: Retrospective study. Setting: A community drug service in London, UK. Participants: 325 clients starting OST between 2010 and 2014 (197 methadone and 128 buprenorphine). Measurements: Logistic regression models (a general model and separate models for methadone and buprenorphine) assessed demographic and clinical data as predictors of heroin abstinence at one year after treatment start (or at the date of transfer to another service). Findings: For the general model participants choosing methadone were more likely to use heroin at follow up (OR=2.36, 95% CI: 1.40–3.17) as were daily crack users on methadone (OR=2.62, 95% CI: 0.96 – 7.16). For the methadone model only daily crack use predicted heroin use at follow up (OR = 2.62, 95% CI: 0.96 – 7.16). For buprenorphine, higher amounts of baseline heroin use, lower buprenorphine dose and daily drinking predicted heroin use at follow up (OR=0.85, 95% CI: 0.75–0.95; OR=1.31, 95% CI: 1.06–1.60 and OR=6.04, 95% CI: 1.26–28.92). Both use of cannabis and depression increased likelihood of heroin abstinence for clients not using crack compared to occasional (OR=6.68, 95% CI: 0.37–119.59; OR=106.31, 95% CI: 3.41–3313.30) and daily (OR=57.49 (95% CI: 2.37–1396.46; OR=170.99 (95% CI: 4.61–6339.47) users. Conclusions: Most of the predictors in the general model were found significant only in the buprenorphine but not in the methadone model, suggesting that a general model has little predictive value. Crack use was a significant predictor of heroin abstinence at follow up in all models, however for buprenorphine only when depression or cannabis use was present. Further research is needed to assess effective treatment approaches for the growing population of dual users.
AB - Aims: To analyse predictors of heroin abstinence in opiate substitution therapy (OST) based on frequency of crack use and its interactions with other predictors in a clinical non-experimental setting. Design: Retrospective study. Setting: A community drug service in London, UK. Participants: 325 clients starting OST between 2010 and 2014 (197 methadone and 128 buprenorphine). Measurements: Logistic regression models (a general model and separate models for methadone and buprenorphine) assessed demographic and clinical data as predictors of heroin abstinence at one year after treatment start (or at the date of transfer to another service). Findings: For the general model participants choosing methadone were more likely to use heroin at follow up (OR=2.36, 95% CI: 1.40–3.17) as were daily crack users on methadone (OR=2.62, 95% CI: 0.96 – 7.16). For the methadone model only daily crack use predicted heroin use at follow up (OR = 2.62, 95% CI: 0.96 – 7.16). For buprenorphine, higher amounts of baseline heroin use, lower buprenorphine dose and daily drinking predicted heroin use at follow up (OR=0.85, 95% CI: 0.75–0.95; OR=1.31, 95% CI: 1.06–1.60 and OR=6.04, 95% CI: 1.26–28.92). Both use of cannabis and depression increased likelihood of heroin abstinence for clients not using crack compared to occasional (OR=6.68, 95% CI: 0.37–119.59; OR=106.31, 95% CI: 3.41–3313.30) and daily (OR=57.49 (95% CI: 2.37–1396.46; OR=170.99 (95% CI: 4.61–6339.47) users. Conclusions: Most of the predictors in the general model were found significant only in the buprenorphine but not in the methadone model, suggesting that a general model has little predictive value. Crack use was a significant predictor of heroin abstinence at follow up in all models, however for buprenorphine only when depression or cannabis use was present. Further research is needed to assess effective treatment approaches for the growing population of dual users.
KW - Substance Abuse
KW - Dual Use
KW - Crack
KW - Predictors
KW - Heroin
KW - Opiate Substitution Therapy
KW - Abstinence
KW - Psychology
U2 - 10.1016/j.addbeh.2017.10.013
DO - 10.1016/j.addbeh.2017.10.013
M3 - Article
SN - 0306-4603
JO - Addictive Behaviors
JF - Addictive Behaviors
ER -
