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Toward National Estimates of Effectiveness of Treatment for Substance Use.

ABSTRACT: OBJECTIVE:To estimate how results would have varied if a substance abuse clinical trial had been conducted with nationally representative adults with substance use and with representative adults receiving substance use treatment. METHODS:Results were analyzed from a multisite clinical trial comparing the effectiveness of the Therapeutic Education System to treatment as usual for outpatient addiction treatment (n = 507). Patients were recruited between June 2010 and August 2011. Abstinence was the primary outcome. The general population sample and general population-treated samples were derived from Wave 1 of the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC) (n = 43,093). Propensity scores provided a standardized measure of the difference between clinical trial participants and the 2 NESARC samples. The clinical trial was reanalyzed by reweighting the sample with propensity scores derived from the 2 samples to obtain generalizable estimates of treatment effects. RESULTS:Before the clinical trial sample was reweighted, the odds ratio (OR) of response to Therapeutic Education System versus treatment as usual in the trial was 1.62 (95% CI, 1.12-2.35). After the sample was reweighted to be representative of the 2 NESARC groups, ORs were 1.33 (95% CI, 0.34-5.26) for the representative sample with any substance use and 1.64 (95% CI, 0.82-3.27) for the representative treated sample. CONCLUSIONS:Applying propensity score weighting to clinical trial results provides a method for estimating the population generalizability of clinical trial findings that relies on effect moderators observed in the study sample and population. Broader confidence intervals in the reweighted samples do not necessarily indicate lack of efficacy of the Therapeutic Education System but rather greater uncertainty concerning effectiveness in general population samples.

SUBMITTER: Blanco C

PROVIDER: S-EPMC5490656 | biostudies-literature | 2017 Jan

REPOSITORIES: biostudies-literature

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Toward National Estimates of Effectiveness of Treatment for Substance Use.

Blanco Carlos C Campbell Aimee N AN Wall Melanie M MM Olfson Mark M Wang Shuai S Nunes Edward V EV

The Journal of clinical psychiatry 20170101 1

<h4>Objective</h4>To estimate how results would have varied if a substance abuse clinical trial had been conducted with nationally representative adults with substance use and with representative adults receiving substance use treatment.<h4>Methods</h4>Results were analyzed from a multisite clinical trial comparing the effectiveness of the Therapeutic Education System to treatment as usual for outpatient addiction treatment (n = 507). Patients were recruited between June 2010 and August 2011. Ab ...[more]

PMID: 28129499

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Project description:Objective: Many women receiving substance use treatment report histories of interpersonal violence (IV) victimization, including physical and sexual assault. IV is a risk factor for mental and behavioral health difficulties such as posttraumatic stress disorder (PTSD) and substance use disorder (SUD). Consistent with the self-medication hypothesis, PTSD may explain elevated SUD among IV survivors. Yet, few studies have investigated whether PTSD may have differential mediating effects for different substances, which has significant treatment implications. Methods: In 124 women (M age = 35.37, SD = 11.90) in substance use treatment, we examined PTSD symptoms as a mediator between IV and severity of different types of substance use, including alcohol, cannabis, cocaine, and opioid use. Participants completed self-report measures including the ASSIST, PCL-5, and LEC-5. Data were analyzed using path analysis in Mplus 8.3. Both dichotomous and continuous outcomes of problematic substance use outcomes were examined. Results: Most women (53.3%) reported problematic substance use with at least one substance, including opioids (39.7%), cocaine (13.0%), alcohol (9.6%), and cannabis (5.6%). Most (83.2%) of the sample reported at least one IV incident. On average, women reported clinically significant PTSD symptom severity. When problematic substance use was examined dichotomously, findings revealed significant indirect effects from IV exposure to opioid (β = 0.10, p = .010) and cocaine use (β = 0.07, p = .039) via elevated PTSD symptoms. There were no significant indirect effects for problematic alcohol (β = 0.03, p = .260) or cannabis use (β = 0.02, p = .562). When substance use was examined continuously, results revealed significant indirect effects from IV exposure to opioid (β = 0.09, p = .017), cocaine use (β = 0.09, p = .015), and alcohol use (β = 0.08, p = .020) via elevated PTSD symptoms. Indirect effects for cannabis use remained nonsignificant (β = 0.05, p = .100). Conclusions: IV survivors may be particularly at risk for opioid and cocaine misuse because of elevated PTSD symptoms. Treatments that integrate PTSD and SUD are needed to simultaneously target traumatic stress and substance use. Women with opioid and cocaine misuse may particularly benefit from trauma-focused exposure-based psychotherapy to reduce symptoms of PTSD, and thus, decrease opioid and cocaine misuse.

Dataset Information

Toward National Estimates of Effectiveness of Treatment for Substance Use.

Publications

Toward National Estimates of Effectiveness of Treatment for Substance Use.

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