SynthesisExperimental and clinical psychopharmacology2021
Diversity inclusion in United States opioid pharmacological treatment trials: A systematic review.
Synthesis in Experimental and clinical psychopharmacology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 7 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
14 citing papers in PubMed, 7 syntheses or guidelines pooled it, 21 citations in OpenAlex.
- Moving beyond gender: a systematic review of diversity data gaps in prospective trauma research.European journal of psychotraumatology · 2025Pooled it
- A systematic review of participant diversity in psychedelic-assisted psychotherapy trials.Psychiatry research · 2025Pooled it
- Emotion Recognition Accuracy Among Individuals With ADHD: A Systematic Review.Journal of attention disorders · 2025Pooled it
- Recruitment, retention and reporting of variables related to ethnic diversity in randomised controlled trials: an umbrella review.BMJ open · 2024Pooled it
- Trends in Patient Representation in Low Back Pain Pharmacological Randomized Clinical Trials, 2011 to 2020: A Systematic Review.The journal of pain · 2024Pooled it
- A systematic meta-epidemiologic review on nonabstinence-inclusive interventions for substance use: inclusion of race/ethnicity and sex assigned at birth/gender.The American journal of drug and alcohol abuse · 2024Pooled it
- A Descriptive Review and Meta-Regression Study of Demographic and Study Context Factors in US Clinical Trials of Cognitive Behavioral Interventions for Alcohol or Other Drug Use.Substance use & misuse · 2024Pooled it
- Medications for opioid use disorder: Predictors of early discontinuation and reduction of overdose risk in US military veterans by medication type.Addiction (Abingdon, England) · 2025Article
- Analyzing quality of life among people with opioid use disorder from the National Institute on Drug Abuse Data Share initiative: implications for decision making.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2024Article
- Virtual focus groups among individuals with use disorders: assessing feasibility and acceptability in an underserved clinical population.Frontiers in psychiatry · 2024Article
- Immediate release fentanyl in general practices: Mostly off-label prescribing.The European journal of general practice · 2023Article
- Reporting of Important Social Determinants of Health in Pediatric Clinical Trials.American journal of preventive medicine · 2023Article
- Predictors of Long-Term Opioid Use After Hospitalization for Traumatic Injury in a Racially and Ethnically Diverse Population: A 12-Month Prospective Observational Study.Pain medicine (Malden, Mass.) · 2023Observational
- Intersection of minority health, health disparities, and social determinants of health with psychopharmacology and substance use.Experimental and clinical psychopharmacology · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
Pharmacological treatments for opioid use disorders (OUDs) may have mixed efficacy across diverse groups, i.e., sex/gender, race/ethnicity, and socioeconomic status (SES). The present systematic review aims to examine how diverse groups have been included in U.S. randomized clinical trials examining pharmacological treatments (i.e., methadone, buprenorphine, or naltrexone) for OUDs. PubMed was systematically searched according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The initial search yielded 567 articles. After exclusion of ineligible articles, 50 remained for the present review. Of the included articles, 14.0% (n = 7) reported both full (i.e., accounting for all participants) sex/gender and race/ethnicity information; only two of those articles also included information about any SES indicators. Moreover, only 22.0% (n = 11) reported full sex/gender information, and 42.0% (n = 21) reported full racial/ethnic information. Furthermore, only 10.0% (n = 5) reported that their lack of subgroup analyses or diverse samples was a limitation to their studies. Particularly underrepresented were American Indian/Alaska Native (AI/AN), Asian, Native Hawaiian/Other Pacific Islander (NH/OPI), and multiracial individuals. These results also varied by medication type; Black individuals were underrepresented in buprenorphine randomized controlled trials (RCTs) but were well represented in RCTs for methadone and/or naltrexone. In conclusion, it is critical that all people receive efficacious pharmacological care for OUDs given the ongoing opioid epidemic. Findings from the present review, however, support that participants from diverse or marginalized backgrounds are underrepresented in treatment trials, despite being at increased risk for disparities related to OUDs. Suggestions for future research are advanced. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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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.