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Assessing sample representativeness in randomized controlled trials: application to the National Institute of Drug Abuse Clinical Trials Network.

ABSTRACT: AIMS:To compare the characteristics of individuals participating in randomized controlled trials (RCTs) of treatments of substance use disorder (SUD) with individuals receiving treatment in usual care settings, and to provide a summary quantitative measure of differences between characteristics of these two groups of individuals using propensity score methods. Design Analyses using data from RCT samples from the National Institute of Drug Abuse Clinical Trials Network (CTN) and target populations of patients drawn from the Treatment Episodes Data Set-Admissions (TEDS-A). Settings Multiple clinical trial sites and nation-wide usual SUD treatment settings in the United States. PARTICIPANTS:A total of 3592 individuals from 10 CTN samples and 1 602 226 individuals selected from TEDS-A between 2001 and 2009. Measurements The propensity scores for enrolling in the RCTs were computed based on the following nine observable characteristics: sex, race/ethnicity, age, education, employment status, marital status, admission to treatment through criminal justice, intravenous drug use and the number of prior treatments. Findings The proportion of those with ? 12 years of education and the proportion of those who had full-time jobs were significantly higher among RCT samples than among target populations (in seven and nine trials, respectively, at P < 0.001). The pooled difference in the mean propensity scores between the RCTs and the target population was 1.54 standard deviations and was statistically significant at P < 0.001. CONCLUSIONS:In the United States, individuals recruited into randomized controlled trials of substance use disorder treatments appear to be very different from individuals receiving treatment in usual care settings. Notably, RCT participants tend to have more years of education and a greater likelihood of full-time work compared with people receiving care in usual care settings.

SUBMITTER: Susukida R

PROVIDER: S-EPMC4899104 | biostudies-literature | 2016 Jul

REPOSITORIES: biostudies-literature

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Assessing sample representativeness in randomized controlled trials: application to the National Institute of Drug Abuse Clinical Trials Network.

Susukida Ryoko R Crum Rosa M RM Stuart Elizabeth A EA Ebnesajjad Cyrus C Mojtabai Ramin R

Addiction (Abingdon, England) 20160401 7

<h4>Aims</h4>To compare the characteristics of individuals participating in randomized controlled trials (RCTs) of treatments of substance use disorder (SUD) with individuals receiving treatment in usual care settings, and to provide a summary quantitative measure of differences between characteristics of these two groups of individuals using propensity score methods. Design Analyses using data from RCT samples from the National Institute of Drug Abuse Clinical Trials Network (CTN) and target po ...[more]

PMID: 26825855

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Project description:BackgroundAdolescent and young adult (AYA) patients with cancer have not seen the same improvements in survival as younger (pediatric) patients and older patients (adults 40 years old or older). This may be related to their lower participation in clinical trials.MethodsThis study examined AYA patient accrual to SWOG Cancer Research Network phase 1 to 3 clinical treatment trials for 29 cancers over 25 years (January 1996 to December 2020). Trial enrollments for AYA patients (15-39 years old) were compared with trial enrollments for older patients (40 years old or older) in SWOG and with US AYA cancer population rates derived from US Census and National Cancer Institute/Surveillance, Epidemiology, and End Results data.ResultsIn total, 84,219 patients were enrolled in SWOG treatment trials, including 7109 AYA patients (8.4%); in contrast, AYAs constituted 3.8% of the US cancer population. By histology, the highest proportions of AYA patients were in trials for Hodgkin disease (825 of 1220; 67.6%) and acute lymphocytic leukemia (350 of 678; 51.6%), whereas breast cancer trials had the greatest number of AYA patients (3032 of 32,693; 9.3%). SWOG AYA patients were more often female (68.8% vs 58.7%; P < .001), Black (10.1% vs 8.2%; P < .001), and Hispanic (10.6% vs 5.6%; P < .001) than SWOG patients who were 40 years old or older, and they were more often female (68.8% vs 65.1%; P < .001) but less often Black (10.1% vs 11.8%; P < .001) or Hispanic (10.6% vs 12.8%; P < .001) than AYA patients in the US cancer population.ConclusionsAYA patients with cancer were well represented in SWOG clinical trials in comparison with US cancer population patients with the same cancers. The SWOG AYA population was more racially/ethnically diverse than older SWOG patients, although it was less diverse than the US AYA cancer population.Lay summaryAdolescent and young adult (AYA) patients with cancer (aged 15-39 years) have not seen the same improvements in survival as younger (pediatric) patients and older patients (adults 40 years old or older). This may be related to their lower participation in clinical trials. This study evaluated the extent to which AYA patients were enrolled in a large, National Cancer Institute-sponsored network group over 25 years (1996-2020). Overall, 8.4% of the enrolled patients (7109 of 84,219) were AYAs; this was twice the corresponding rate of 3.8% in the US cancer population. AYA patients were also more racially/ethnically diverse than older trial patients, although they were less racially/ethnically diverse than the US AYA cancer population.

Dataset Information

Assessing sample representativeness in randomized controlled trials: application to the National Institute of Drug Abuse Clinical Trials Network.

Publications

Assessing sample representativeness in randomized controlled trials: application to the National Institute of Drug Abuse Clinical Trials Network.

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