ArticleAddiction (Abingdon, England)2017
Generalizability of findings from randomized controlled trials: application to the National Institute of Drug Abuse Clinical Trials Network.
Article in Addiction (Abingdon, England), 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 5 of them syntheses 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
34 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Addressing Systematic Missing Data in the Context of Causally Interpretable Meta-analysis.Prevention science : the official journal of the Society for Prevention Research · 2023Pooled it
- Calibrated meta-analysis to estimate the efficacy of mental health treatments in target populations: an application to paliperidone trials for treatment of schizophrenia.BMC medical research methodology · 2023Pooled it
- Identification of tools used to assess the external validity of randomized controlled trials in reviews: a systematic review of measurement properties.BMC medical research methodology · 2022Pooled it
- Ineligibility for and Refusal to Participate in Randomized Controlled Trials That Have Studied Impact on Suicide-Related Outcomes in the United States: A Meta-Analysis.The Journal of clinical psychiatry · 2022Pooled it
- Adjunct interventions to standard medical management of buprenorphine in outpatient settings: A systematic review of the evidence.Drug and alcohol dependence · 2021Pooled it
- Trial
- Visual Acuity Outcomes after Anti-Vascular Endothelial Growth Factor Treatment for Neovascular Age-Related Macular Degeneration: Age-Related Eye Disease Study 2 Report Number 19.Ophthalmology. Retina · 2020Trial
- Trial
- Generalizability of the findings from a randomized controlled trial of a web-based substance use disorder intervention.The American journal on addictions · 2018Trial
- Extending Inferences from a Randomized Trial to Trial-eligible and Treatment-candidate Target Populations: Examples of Generalizability and Transportability.Epidemiology (Cambridge, Mass.) · 2026Article
- Real-World Cardiovascular Research Using the German IQVIA Disease Analyzer Database: Methods, Evidence, and Limitations (2000-2025).Journal of cardiovascular development and disease · 2026Review
- Effectiveness of slow-release oral morphine versus other OAT regimens in key sub-populations: protocol for population-based target trial emulation.medRxiv : the preprint server for health sciences · 2025Article
- Behavioural Interventions to Treat Oropharyngeal Dysphagia in Children with Cerebral Palsy: A Systematic Review of Randomised Controlled Trials.Journal of clinical medicine · 2025Review
- Article
- "The hardest part of what we're doing": research staff perspectives on engaging marginalized populations in substance use trials.Substance abuse treatment, prevention, and policy · 2025Article
- Observational
- The Effect of Tirzepatide on Body Composition in People with Overweight and Obesity: A Systematic Review of Randomized, Controlled Studies.Diseases (Basel, Switzerland) · 2024Review
- Feasibility of using real-world data to emulate substance use disorder clinical trials: a cross-sectional study.BMC medical research methodology · 2024Article
- Assessing the representativeness of cluster randomized trials: Evidence from two large pragmatic trials in United States nursing homes.Clinical trials (London, England) · 2023Article
- Transporting monovalent rotavirus vaccine efficacy estimates to an external target population: a secondary analysis of data from a randomised controlled trial in Malawi.Epidemiology and infection · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
aimsTo compare randomized controlled trial (RCT) sample treatment effects with the population effects of substance use disorder (SUD) treatment.
designStatistical weighting was used to re-compute the effects from 10 RCTs such that the participants in the trials had characteristics that resembled those of patients in the target populations. SETTINGS: Multi-site RCTs and usual SUD treatment settings in the United States.
participantsA total of 3592 patients in 10 RCTs and 1 602 226 patients from usual SUD treatment settings between 2001 and 2009. MEASUREMENTS: Three outcomes of SUD treatment were examined: retention, urine toxicology and abstinence. We weighted the RCT sample treatment effects using propensity scores representing the conditional probability of participating in RCTs.
findingsWeighting the samples changed the significance of estimated sample treatment effects. Most commonly, positive effects of trials became statistically non-significant after weighting (three trials for retention and urine toxicology and one trial for abstinence); also, non-significant effects became significantly positive (one trial for abstinence) and significantly negative effects became non-significant (two trials for abstinence). There was suggestive evidence of treatment effect heterogeneity in subgroups that are under- or over-represented in the trials, some of which were consistent with the differences in average treatment effects between weighted and unweighted results.
conclusionsThe findings of randomized controlled trials (RCTs) for substance use disorder treatment do not appear to be directly generalizable to target populations when the RCT samples do not reflect adequately the target populations and there is treatment effect heterogeneity across patient subgroups.
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.