ArticleDrug and alcohol dependence2018
Predictors of transitions across stages of heroin use and dependence prior to treatment-seeking among people in treatment for opioid dependence.
Article in Drug and alcohol dependence, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.
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Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Impact of adverse childhood experiences on analgesia-related outcomes: a systematic review.British journal of anaesthesia · 2025Pooled it
- Prevalence of childhood maltreatment among people with opioid use disorder: A systematic review and meta-analysis.Drug and alcohol dependence · 2021Pooled it
- Article
- Early life stress and substance use disorders: The critical role of adolescent substance use.Pharmacology, biochemistry, and behavior · 2022Review
- Early Life Stress and Risks for Opioid Misuse: Review of Data Supporting Neurobiological Underpinnings.Journal of personalized medicine · 2021Review
- The Devastating Clinical Consequences of Child Abuse and Neglect: Increased Disease Vulnerability and Poor Treatment Response in Mood Disorders.The American journal of psychiatry · 2020Review
- Association of Nonmedical Prescription Opioid Use With Subsequent Heroin Use Initiation in Adolescents.JAMA pediatrics · 2019Article
- Association of Cohort and Individual Substance Use With Risk of Transitioning to Drug Use, Drug Use Disorder, and Remission From Disorder: Findings From the World Mental Health Surveys.JAMA psychiatry · 2019Article
- The effect of entry and retention in opioid agonist treatment on contact with the criminal justice system among opioid-dependent people: a retrospective cohort study.The Lancet. Public health · 2019Observational
- Predictors of sleep disturbance in heroin users receiving methadone maintenance therapy: a naturalistic study in Taiwan.Neuropsychiatric disease and treatment · 2018Article
- Effects of Early Life Trauma on Risks for Adult Opioid Use Disorder Are Mediated by Stress and Occur Independent of Depression and Anxiety.Journal of addiction medicineArticle
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
BACKGROUND AND
aimsLittle is known about transition pathways among heroin users prior to treatment. This study examined the demographic and clinical predictors of transition speed from heroin use, to dependence, to first treatment episode.
methods1149 heroin-dependent participants recruited from opioid agonist treatment clinics in Sydney, Australia, underwent a structured interview. Age of onset (AOO) was collected for heroin use, dependence and treatment-seeking, childhood maltreatment, psychiatric history and other substance dependence. Discrete-time survival analyses modelled years from onset of use to dependence, and from dependence to treatment-seeking, including demographic and clinical covariates.
findingsMedian AOO for first heroin use, dependence and treatment-seeking was 18 years (inter-quartile range, or IQR = 6), 21 years (IQR = 7), and 24 years (IQR = 10) respectively. In adjusted models, younger birth cohorts (vs. born <1960), greater childhood maltreatment and later AAO of first heroin use were associated with more rapid transitions from heroin use to dependence. Living independently, parental violence, and alcohol dependence were associated with slower transitions. Earlier treatment-seeking was associated with younger birth cohorts, having dependent children and later AOO of dependence. Delayed treatment-seeking was associated with <10 years school education, living independently, depression and alcohol dependence.
conclusionsIn this treatment sample, onset of heroin use occurred during late adolescence, suggesting the need for targeted interventions in mid-adolescence. Transitions to heroin dependence, then treatment-seeking, occurred during early adulthood. Rapid transitions from use to dependence were associated with younger birth cohorts, greater exposure to childhood maltreatment, and later onset of use.
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