ArticleDrug and alcohol dependence2018
Nonmedical prescription opioids and pathways of drug involvement in the US: Generational differences.
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 27 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
27 citing papers in PubMed, 1 synthesis or guideline pooled it.
- An Evaluation of Opioid Use in Black Communities: A Rapid Review of the Literature.Harvard review of psychiatryPooled it
- Polysubstance use disorders among US adults.Molecular psychiatry · 2026Article
- US Adolescents' and Young Adults' Sources for Prescription Opioid Misuse: Age, Substance Use, and Mental Health Differences.Pain practice : the official journal of World Institute of Pain · 2025Article
- Article
- Predicting first use of heroin from prescription opioid use subtypes: Insights from the Monitoring the Future longitudinal panel.Drug and alcohol dependence · 2024Article
- Causation and Common Liability in the Progression of the U.S. Opioid Crisis.Journal of studies on alcohol and drugs · 2024Article
- Prevalence and determinants of opioid use disorder among long-term opiate users in Golestan Cohort Study.BMC psychiatry · 2023Article
- Article
- Similarities and Differences in Alcohol & Other Drug Dependence Among Hispanic/Latino Subgroups: A Disaggregation Approach.Drug and alcohol dependence reports · 2022Article
- Recent trends in prescription drug misuse in the United States by age, race/ethnicity, and sex.The American journal on addictions · 2022Article
- Article
- Co-ingestion of prescription drugs and alcohol in US adults aged 50 years or older.Human psychopharmacology · 2021Article
- Opioid misuse during late adolescence and its effects on risk behaviors, social functioning, health, and emerging adult roles.Addictive behaviors · 2021Article
- Assessment of Prescription Opioid Medical Use and Misuse Among Parents and Their Adolescent Offspring in the US.JAMA network open · 2021Article
- Initiation of nonmedical use of prescription opioids among high school students.Substance abuse · 2021Article
- Adverse Childhood Experiences Predict Early Initiation of Opioid Use Behaviors.Frontiers in sociology · 2021Article
- Opioid-related overdose deaths among African Americans: Implications for research, practice and policy.Drug and alcohol review · 2020Article
- Opioid prescribing history prior to heroin overdose among commercially insured adults.Drug and alcohol dependence · 2020Article
- America's opioid crisis: the need for an integrated public health approach.Translational psychiatry · 2020Review
- Heterogeneity in Prescription Opioid Pain Reliever Misuse Across Age Groups: 2015-2017 National Survey on Drug Use and Health.Journal of general internal medicine · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
backgroundThis study sought to specify (1) the position of nonmedical prescription opioids (NMPO) in drug initiation sequences among Millennials (1979-96), Generation X (1964-79), and Baby Boomers (1949-64) and (2) gender and racial/ethnic differences in sequences among Millennials.
methodsData are from the 2013-2014 National Surveys on Drug Use and Health (n = 73,026). We identified statistically significant drug initiation sequences involving alcohol/cigarettes, marijuana, NMPO, cocaine, and heroin using a novel method distinguishing significant sequences from patterns expected only due to correlations induced by common liability among drugs.
resultsAlcohol/cigarettes followed by marijuana was the most common sequence. NMPO or cocaine use after marijuana, and heroin use after NMPO or cocaine, differed by generation. Among successively younger generations, NMPO after marijuana and heroin after NMPO increased. Millennials were more likely to initiate NMPO than cocaine after marijuana; Generation X and Baby Boomers were less likely (odds ratios = 1.4;0.3;0.2). Millennials were more likely than Generation X and Baby Boomers to use heroin after NMPO (hazards ratios = 7.1;3.4;2.5). In each generation, heroin users were far more likely to start heroin after both NMPO and cocaine than either alone. Sequences were similar by gender. Fewer paths were significant among African-Americans.
conclusionsNMPOs play a more prominent role in drug initiation sequences among Millennials than prior generations. Among Millennials, NMPO use is more likely than cocaine to follow marijuana use. In all generations, transition to heroin from NMPO significantly occurs only when both NMPO and cocaine have been used. Delineation of drug sequences suggests optimal points in development for prevention and treatment efforts.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.