Substance Use Disorder Symptoms Research Articles

At the Forefront: Social Workers' Role in Psilocybin Treatment for Depression and Substance Misuse.

This article underscores the critical role of social workers in harnessing the potential therapeutic benefits of psilocybin for treating major depressive disorder (MDD) and substance use disorder (SUD). Contemporary treatments for MDD often have side effects, and the success rate for SUD treatments remains low. The pervasiveness of MDD, combined with the challenges in treating SUD, highlights a need for innovative treatments. This article provides an overview of the resurgence of literature over the past two decades that illuminates the therapeutic promise of psilocybin for mental health treatment; clinical trials elucidate the efficacy of psilocybin-assisted therapy in mitigating MDD and demonstrate great promise in reducing SUD symptoms. The long-lasting posttreatment effect emphasizes its potential as a novel treatment modality. Furthermore, psilocybin's recognition as a "breakthrough therapy" by the U.S. Food and Drug Administration (FDA) and the accelerating pace of psychedelic reform bills indicate growing acceptance and interest in its therapeutic capacities. Psilocybin-assisted therapy emerges as a potent treatment option, showcasing remarkable effectiveness even after a single dose. Recommendations and pathways for social workers to be involved in psilocybin-assisted therapy investigation, advocacy, and implementation are provided.

Substance use Attitudes, Beliefs, Experience, and Knowledge Among Nursing and Nursing Assistant Students

ABSTRACT Stigma is a public health concern. Stigmatizing attitudes toward persons with substance use disorders (SUDs) can adversely impact clinical care and outcomes. Beliefs about SUD, prior experience and familiarity to persons with SUD, and educational curricula drive attitudes among health-care workers. In 2019, nursing and nursing assistant students were recruited through an online survey platform. Participants completed an SUD knowledge test and a survey assessing education, beliefs, personal experience, and confidence in recognizing the signs and symptoms of SUD. One hundred and ten health-care students (nursing students, n = 67 and nursing assistant students, n = 43) completed the survey. Among nursing assistant students, endorsing a disease model of addiction (F(2, 40) = 5.83, p < .001, R 2 = .23), and personal familiarity with SUD (F(2, 40) = 4.46, p < .001, R 2 = .18), were significantly positively predictive of positive regard toward working with persons with SUD. For nursing students, endorsing a disease model of addiction, educational curricula involving persons with SUD, and personal familiarity were significantly positively predictive of positive regard toward working with persons with SUDs (F(2, 61) = 11.52, p < .001, R2 = .36). Interventions to mitigate drug-related stigma among health-care students should center students with personal familiarity, promote the disease concept of addiction, and incorporate contact-based training.

Impulsivity mediates the association between narcissism and substance-related problems beyond the degree of substance use: a longitudinal observational study

BackgroundNarcissism has been implied as a putative risk factor for substance use disorders (SUDs). However, previous research did not disentangle the degree of substance use from substance-related problems, the symptoms of SUDs. This preregistered study addressed the open question whether grandiose and vulnerable narcissism and their constituent traits convey specific SUD risk, that is, explain substance-related problems beyond the degree of use. Furthermore, we tested whether impulsivity or substance use motives linked to narcissistic self-regulation mediate this association.MethodsNarcissism, impulsivity, substance use motives, past-year substance use, and substance-related problems were assessed in 139 (poly-)substance users, 121 of whom completed a one-year follow-up. For significant longitudinal associations between narcissism factors and substance-related problems controlled for the degree of use, we tested impulsivity and substance use motives as mediators.ResultsGrandiose narcissism (r =.24, p =.007) and its constituent factors antagonistic (r =.27, p =.003) and agentic narcissism (r =.18, p =.050), but not vulnerable narcissism, prospectively predicted substance-related problems beyond the degree of substance use. Associations of grandiose narcissism and antagonistic narcissism with substance-related problems were fully mediated by impulsivity, but not substance use motives. Impulsivity explained roughly one third of the association of both grandiose (P̂M = 0.30) and antagonistic narcissism (P̂M = 0.26) with substance-related problems.DiscussionWe demonstrate that grandiose narcissism– particularly antagonistic but also agentic narcissism– is specifically linked to substance-related problems beyond the degree of substance use. The mediating effect of impulsivity but not substance use motives suggests that impulsivity may be a more important mechanism than narcissistic self-regulation in promoting SUD in narcissism. However, future studies may use more targeted measures than substance use motives to further probe the role of self-regulation. Similar result patterns for alcohol compared to all substances together indicate that mechanisms may be alike across substances. In conclusion, narcissistic individuals may not use substances more but have a higher SUD risk, informing prevention and treatment.

Physical activity during a treatment for substance use disorder: A qualitative study

BackgroundIndividuals with substance use disorder face a higher mortality rate, attributed in part to the presence of chronic physical conditions. Physical activity emerges as a promising solution, as it could impact on physical conditions as well as on the symptoms of substance use disorder itself. Although there is promising evidence, studies are still needed to fully understand the mechanisms, as well as their acceptability in real life. In order to address these issues, we need to include the perceptions of people who participate in these programs to determine the clinical importance and feasibility of physical activity. ObjectiveTo understand the physical activity perception of people undergoing treatment for substance use disorder. MethodsThirteen people (69% men; 33.4 ± 8.3 years old) were interviewed after experiencing a physical activity intervention during their treatment. ResultsFollowing the content analysis, three predominant themes emerged: physical activity was (1) a way to take care of themselves, through the perceived improvement of health; (2) used as a protective mechanism against relapse, through the occupation time, behavior replacement and the creation of a healthy network; (3) served as a facilitator of treatment retention because participant developed social support. ConclusionPhysical activity during treatment could improve the therapeutic process for people with substance use disorders, as well as helping to develop healthy lifestyle habits and reinforce confidence in coping with future relapses.

Effectiveness of residential treatment services for veterans with substance use disorders: A propensity score matching evaluation

BackgroundPrior reviews of substance use disorder (SUD) treatment have found mixed support for residential level of care but are limited by methodology problems and the ethical concerns of randomizing patients with severe SUD to lower levels of care. MethodsThe present study is the first to use a large archival SUD residential sample with a matched comparison group and one-year follow-up period to examine the benefits of residential treatment provided to adults clinically assessed as warranting SUD residential care. We used propensity score matching in our sample (N = 6177) of veterans with a SUD who were screened and accepted for Veterans Affairs (VA) SUD residential treatment between January 1st, 2019 and June 30th, 2019. ResultsWe found evidence that VA SUD residential treatment saves veteran lives with an average 66% all-cause mortality risk reduction during the study period (b = −1.09, exp(b) = 0.34, p <0.001). Medium-to-large residential pre- to post-treatment self-reported mental health and SUD symptom improvements (|SMDrobust| = 0.54–0.93) were sustained by one-year post-screening. These residential treatment improvements were significantly larger than estimated counterfactual outcomes across self-reported SUD and stress disorder symptoms at one-year post-screening (ps <0.001). We found mixed behavioral, service utilization, and other self-reported mental health outcomes. ConclusionsWe conclude that VA SUD residential treatment is an effective level of care for veterans warranting residential care particularly for SUD symptom improvements and reductions in mortality risk.

Characteristics and Outcomes of Women and Infants Who Received Prenatal Care While Incarcerated in Arkansas State Prison System, 2014-2019.

Prisons face challenges in meeting the unique health care needs of women, especially those who are pregnant. This retrospective chart review sought to describe the maternal and infant health outcomes of incarcerated women who received prenatal care while in an Arkansas prison. Using a hospital-based electronic medical records (EMR) system, we examined the maternal health history and current pregnancy characteristics of 219 pregnant women who received prenatal care while incarcerated from June 2014 to May 2019. We also examined labor and delivery characteristics and postpartum and infant birth outcomes for the 146 women from this cohort who delivered a living child while still incarcerated. Most records indicated complex health histories with several chronic illnesses, mental health diagnoses, history of substance use, and lifetime medical complications. Despite comorbid illness, substance use disorder (SUD), trauma-history, and post-traumatic stress disorder (PTSD) prevalence was lower than expected. Previous and current obstetrical complications were common. Although the Neonatal Intensive Care Unit (NICU) admission rate (41%) was high, few infants required extensive treatment intervention. Postpartum complications were rare; however, a small portion of women who gave birth in custody experienced severe complications and were re-admitted to the hospital post-discharge. Incarcerated pregnant women and their infants are a marginalized population in great need of health care advocacy. To optimize maternal-infant outcomes, carceral agencies must recognize the health needs of incarcerated pregnant women and provide appropriate prenatal care. Expansion of carceral perinatal care to include screening for SUD and psychiatric symptoms (e.g., PTSD) and referral to appropriate care is highly encouraged. Policies related to NICU admission for non-medical reasons should be further examined.

Evaluation of the multimodal DELTA therapy for adolescents with substance use disorders: an exploratory pilot trial.

In order to address the lack of manualized treatment programs for adolescents with substance use disorders (SUDs), we developed a manualized group intervention (DELTA). DELTA focusses on substance use reduction and abstinence as well as alleviation of SUD symptoms via additional modules for co-occurring disorders. The goal of this exploratory trial was to assess if DELTA can be conducted in adolescent SUD patients and if participation is related to reductions in substance use, SUD-related problems, and further psychopathologies. We recruited adolescents at a psychiatric outpatient unit, which were then allocated to either DELTA intervention group (N = 85) or to a waiting-list control group (WL, N = 61) based on parental decision to start a therapy or not. Self-report measures were used as primary outcomes (substance use via interview, use-related problems via DUDIT-Drug Use Disorder Identification Test) and secondary outcomes (psychopathologies via YSR-Youth Self Report). T-tests and Pearson correlations were used to analyze between-group differences across time. On average, participants attended M = 7.7 (SD = 5.1) of the 16 sessions. Substance use and use-related problems regarding all substances but nicotine was decreased after the intervention, with small to medium not significant effects in favor of DELTA. Self-reported psychopathologies were also reduced at follow-up, with non-significant advantages for DELTA. DELTA showed small effects on SUD-related and depression-related variables. However, the interpretation is limited by the small sample size. Nonetheless, the DELTA intervention is viable in SUD outpatient treatment and will be further evaluated.Clinical trial registration: The study was registered at clinicaltrials.gov under NCT03444974. Registered February, 26th 2018 (https://clinicaltrials.gov/ct2/show/NCT03444974).

Cognitive training interventions for substance use disorders: what they really offer?

Cognitive training (CT) has emerged as a potential therapeutic approach for substance use disorders (SUD), aiming to restore cognitive impairments and potentially improve treatment outcomes. However, despite promising findings, the effectiveness of CT in real-life applications and its impact on SUD symptoms has remained unclear. This perspective article critically examines the existing evidence on CT for SUD and explores the challenges and gaps in implementing CT interventions. It emphasizes the need for clarity in expectations and decision-making from a public health standpoint, advocating for comprehensive studies that consider a broader range of SUD consequences and utilize measures that reflect patients' actual experiences.

Seeking Safety for women in incarceration: a systematic review.

Seeking Safety is an evidence-based treatment for individuals with comorbid posttraumatic stress disorder and substance use disorder. This treatment shows promise to address the unique, unmet needs of women in prison. The current systematic literature review aims to highlight several critical gaps in research on Seeking Safety in forensic settings that need to be filled before Seeking Safety can be implemented in a widespread manner. PsycINFO, PubMed and Google scholar databases were used to identify studies that were published in English,included women in forensic settings, and incorporated Seeking Safety treatment. Atotal of seven studies met review criteria. The quality of studies was assessed with themixed methods appraisal tool. High risk of contamination, inclusion of small,predominantly White samples, high attrition rates, need for dose-response testing, andlack of follow-up data currently limit the ability to assess the efficacy of Seeking Safetyin forensic settings. In addition, there is a lack of research on Seeking Safety's ability toreduce symptoms of substance use disorder for incarcerated women and furthercultural adaptation may be needed. Seeking Safety has the potential toaddress the underlying causes of incarceration for justice-involved women, butadditional research addressing these identified gaps is needed to facilitate more widespreadimplementation.

The Impact of Cognitive Behavioral Therapy for Substance Use Disorders on Veterans’ Interpersonal Difficulties

Background: Substance use disorders (SUDs) negatively impact veterans and their relationships with others. Although there are several evidence-based treatments for SUD symptoms, there is less research on whether reduction in SUD symptoms coincides with reduction in interpersonal difficulties. Methods: In this study we examined the relationship between SUD and relationships in a national sample of 458 veterans who received approximately 12 sessions of Cognitive Behavioral Therapy for Substance Use Disorders (CBT-SUD) through the Veterans Health Administration (VHA). Results: Parallel latent growth curve modeling (LGCM) indicated that self-reported alcohol use, drug use, and interpersonal difficulties decreased over the course of treatment. Alcohol and drug use were positively associated with each other and with interpersonal difficulties at each time point, and baseline alcohol and drug use were negatively associated with the reduction of use over time. However, there was little evidence that reductions in substance use led to a reduction in interpersonal difficulties (or vice-versa). Conclusions: Findings highlight promising strategies to further understand how CBT-SUD may enhance reductions in substance use as well as improve relationships with family and friends.

Epidemiology of classic psychedelic substances: results from a Norwegian internet convenience sample.

In recent years, there has been a renewed interest in investigating the use of classic psychedelics such as psilocybin and lysergic acid diethylamide (LSD) in the treatment of mental disorders and substance use disorders. However, knowledge about the epidemiology of classic psychedelics in the Nordic countries is limited. We recruited adult, Norwegian participants who have had a memorable experience after taking a classic psychedelic substance. They filled in an anonymous internet survey with 119 items covering matters related to recreational use of psychedelics using a secure, web-based application. Data are presented by using descriptive statistics (frequencies, means, and standard deviations). We recruited 841 participants, 770 (72% male; 88% 45 years or younger) of which were included in the data analysis. The intentions behind taking the psychedelic substance were mainly recreational (46.1%) or therapeutic (42.3%). Most participants reported that their most memorable experience was with psilocybin. As in modern era clinical trials, most participants were well-prepared before, did processing during, and did integration work after the experience, whereas only a minority were supported by a therapist. Self-perceived symptoms of various mental disorders and substance use disorders were prevalent in the sample. Most subjects reported improvements in their condition. Although adverse reactions were usually mild and short-lived, 4.2% lasted for 1 year or more. Persisting flashbacks were present for a year or more among 2.9% of the participants. In this cross-sectional sample of Norwegian, self-selecting adults, we shed light on what characterizes the most memorable experience with a classic psychedelic substance, including short- and long-term risks and benefits. For the most part, the psychedelic experience led to improvements in self-perceived symptoms of mental disorders and substance use disorders. However, a small subset experienced persisting adverse reactions.

The role of posttraumatic guilt and anger in integrated treatment for PTSD and co-occurring substance use disorders among primarily male veterans.

PTSD and substance use disorders (SUD) frequently co-occur among veterans. Integrated exposure-based treatments, such as Concurrent Treatment of PTSD and SUD Using Prolonged Exposure (COPE), are efficacious in reducing PTSD and SUD symptoms and posttraumatic emotions. This study examines whether guilt and anger (a) decreased in a randomized clinical trial comparing COPE with Relapse Prevention (RP) therapy for SUD and (b) mediated PTSD and SUD symptom reductions or vice versa. Veterans (90.1% men) diagnosed with PTSD and SUD were randomized to 12 sessions of COPE (n = 54) or RP (n = 27). Guilt and anger were assessed at 10 time points during treatment. Multilevel linear models assessed changes in guilt and anger across treatments and lagged multilevel mediation analyses assessed within-subject change in guilt and anger predicting PTSD and percent days of substance use, and vice versa. Guilt (B = -.12, SE = .02, p < .001) and anger (B = -.13, SE = .02, p < .001) improved in both treatments, however guilt was significantly lower in Sessions 7 through 11 among veterans receiving COPE. Improvement in guilt mediated PTSD symptom improvement in both treatment groups (B = -.08, SE = .04, 95% CI [-.16, -.01]), and PTSD symptom improvement mediated anger reduction in COPE (B = -.03, SE = .01, 95% CI [-.06, -.01]). The substance use models were insignificant. Among veterans, integrated, trauma-focused treatments may be associated with greater guilt (directly) and anger (indirectly) reductions due to processing trauma. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Does nitrous oxide addiction exist? An evaluation of the evidence for the presence and prevalence of substance use disorder symptoms in recreational nitrous oxide users.

Prevalence of nitrous oxide (N2 O) use appears to be increasing in numerous countries worldwide, and excessive use has been associated with physical and mental problems. Because there currently is no consensus whether N2 O has addictive potential, we aimed to evaluate the evidence for the presence and prevalence of DSM-5 substance use disorder (SUD) symptoms in N2 O users. A literature search was conducted to assess the evidence for the presence of any of the 11 DSM-5 SUD symptoms in N2 O users and the prevalence experiencing those symptoms. A substantial part of the studied N2 O users use more than intended (i.e. 46% to 98%) and spend a substantial amount of time using N2 O. At least some of the studied N2 O users experience interpersonal problems (i.e. 13% to 80%) and use N2 O in risky situations, such as driving under the influence. Evidence for the other criteria is either insufficient or inconclusive. The literature base for the presence and prevalence of DSM-5 substance use disorder (SUD) symptoms in nitrous oxide(N2 O) users is limited and largely consists of qualitative studies and case studies, but it provides consistent evidence for the presence of at least four SUD criteria in heavy N2 O users. N2 O could well be addictive and should be treated as a potentially addictive substance until systematic assessments can provide evidence-based guidance to users, healthcare professionals and legislators.

Melanin-concentrating hormone receptor antagonism differentially attenuates nicotine experience-dependent locomotor behavior in female and male rats

Nicotine is a significant public health concern because it is the primary pharmacological agent in tobacco use disorder. One neural system that has been implicated in the symptoms of several substance use disorders is the melanin-concentrating hormone (MCH) system. MCH regulates various motivated behaviors depending on sex, yet little is known of how this interaction affects experience with drugs of abuse, particularly nicotine. The goal of this study was to determine the effect of MCH receptor antagonism on experience-dependent nicotine-induced locomotion after chronic exposure, particularly on the expression of locomotor sensitization. Adult female and male Wistar rats were given saline then cumulative doses of nicotine (0.1, 0.32, 0.56, and 1.0 mg/kg) intraperitoneally to determine the acute effects of nicotine (day 1). Next, rats were treated with 1.0 mg/kg nicotine for 6 days, given an identical series of cumulative doses (day 8), and then kept in a drug-free state for 6 days. On day 15, rats were pretreated with vehicle or the MCH receptor antagonist GW803430 (10 or 30 mg/kg) before another series of cumulative doses to assess response to chronic nicotine. After vehicle, male rats increased nicotine locomotor activation from day 1 to day 15, and both sexes showed a sensitized response when normalized to saline. The lower dose of GW803430 decreased locomotion compared to vehicle in females, while the higher dose decreased locomotion in males. Both sexes showed nicotine dose-dependent effects of GW803430, strongest at lower doses of nicotine. Controlling for sex-based locomotor differences revealed that females are more sensitive to GW803430. The high dose of GW803430 also decreased saline locomotion in males. Together, the results of our study suggest that MCH is involved in the expression of nicotine locomotor sensitization, and that MCH regulates these nicotine behavioral symptoms differently across sex.

Development and validation of the Substance Use Protective Strategies Scale (SUPSS) among Polish young adults using various psychoactive substances.

Research supports protective behavioral strategies (PBS) as effective in reducing substance use, intoxication, and/or related risks/harms. However, despite the predominance of polysubstance use and common co-occurrence of different substance use disorders (SUDs), previous PBS research has been limited in terms of substance-specific measurement. This study sought to develop and validate a measure of PBS that is not substance-specific. Building from initial pilot work, we tested the psychometric properties of the Substance Use Protective Strategies Scale (SUPSS) in a large sample of young adults (N=7325, aged 18-30), who reported using multiple psychoactive substances (other than alcohol and nicotine), recruited via social media in Poland. By splitting the sample, we conducted exploratory (n=3709) and confirmatory factor analysis (n=3614), which supported a 4-factor structure with 19 items (7 items dropped): Preparation for use (α=0.66), Manner of use (α=0.85), Additional concerns (α=0.74), and Setting (α=0.62). Configural, metric and scalar invariance were supported across sex, age, and user status for most substance types (cannabis, dissociatives, etc.). Further, the SUPSS factors were strongly associated with substance-related harms (R-squared=0.495) and SUD symptoms (DUDIT, R-squared=0.570). Our model fit was adequate (but not excellent), and two subscales had low internal consistency, highlighting the need for further improvement of the SUPSS. Despite its limitations, we found the SUPSS to have strong psychometric properties and it holds promise to enhance PBS research and harm reduction-oriented interventions.

Association between cannabis use disorder symptom severity and probability of clinically-documented diagnosis and treatment in a primary care sample

BackgroundBrief cannabis screening followed by standardized assessment of symptoms may support diagnosis and treatment of cannabis use disorder (CUD). This study tested whether the probability of a medical provider diagnosing and treating CUD increased with the number of substance use disorder (SUD) symptoms documented in patients’ EHRs. MethodsThis observational study used EHR and claims data from an integrated healthcare system. Adult patients were included who reported daily cannabis use and completed the Substance Use Symptom Checklist, a scaled measure of DSM-5 SUD symptoms (0−11), during routine care 3/1/2015–3/1/2021. Logistic regression estimated associations between SUD symptom counts and: 1) CUD diagnosis; 2) CUD treatment initiation; and 3) CUD treatment engagement, defined based on Healthcare Effectiveness Data and Information Set (HEDIS) ICD-codes and timelines. We tested moderation across age, gender, race, and ethnicity. ResultsPatients (N=13,947) were predominantly middle-age, male, White, and non-Hispanic. Among patients reporting daily cannabis use without other drug use (N=12,568), the probability of CUD diagnosis, treatment initiation, and engagement increased with each 1-unit increase in Symptom Checklist score (p’s<0.001). However, probabilities of diagnosis, treatment, and engagement were low, even among those reporting ≥2 symptoms consistent with SUD: 14.0% diagnosed (95% CI: 11.7–21.6), 16.6% initiated treatment among diagnosed (11.7–21.6), and 24.3% engaged in treatment among initiated (15.8–32.7). Only gender moderated associations between Symptom Checklist and diagnosis (p=0.047) and treatment initiation (p=0.012). Findings were similar for patients reporting daily cannabis use with other drug use (N=1379). ConclusionDespite documented symptoms, CUD was underdiagnosed and undertreated in medical settings.

Negative urgency, distress tolerance, and symptoms of substance use, eating, and borderline personality disorders in treatment-seeking young people.

Negative urgency (NU) and distress tolerance (DT) are two similar yet distinct constructs with putative transdiagnostic relevance, particularly across psychopathology characterized by impulsivity (e.g., substance use disorders [SUD], eating disorders featuring binging and/or purging ED-B/P, and borderline personality disorder [BPD]). Yet, there remains a lack of research into NU and DT across SUD, ED-B/P, and BPD symptomatology in clinical populations. The present study sought to elucidate the transdiagnostic utility of NU and DT across impulsive-type psychology by examining the unique and interactive roles of NU and DT across SUD, ED-B/P, and BPD symptomatology within a treatment-seeking sample of young people. Participants (N = 385; 62.3% female; aged 16-25 years) were recruited from youth health services across Melbourne, Australia. Participants completed an online survey including self-report measures of NU and DT as well as SUD, ED-B/P, and BPD symptoms. Mixed effects logistic regression was used to explore unique and interactive associations of NU and DT with symptoms. Both NU (adjusted odds ratio [ORadj ] = 1.22; 95% confidence interval [CI] = [1.16, 1.28]) and global DT (ORadj = 0.59; 95% CI = [0.47, 0.74]) uniquely predicted symptoms. However, associations with global DT and most of its components differed across psychopathology types. No significant interactions between NU and DT in predicting symptoms were found. These results support the transdiagnostic utility of NU across SUD, ED-B/P, and BPD, while suggesting the role of DT across these disorders is more nuanced. These findings have important implications for NU and DT as potential intervention targets.

Deep brain stimulation for substance use disorder: a systematic review and meta-analysis.

Substance use disorder (SUD) is a significant public health issue with a high mortality rate. Deep brain stimulation (DBS) has shown promising results in treating SUD in certain cases. In this study, we conducted a meta-analysis to evaluate the efficacy of DBS in the treatment of SUD and reduction of relapse rates. We performed a thorough and methodical search of the existing scientific literature, adhering to the PRISMA guidelines, to identify 16 original studies that fulfilled our inclusion criteria. We used the evidence levels recommended by the Oxford Centre for Evidence-Based Medicine to assess bias. The R version 4.2.3 software was utilized to calculate the mean effect size. We estimated study heterogeneity by employing tau2 and I2 indices and conducting Cochran's Q test. The results showed that DBS treatment resulted in a significant improvement in the clinical SUD scales of patients, with an average improvement of 59.6%. The observed relapse rate was 8%. The meta-analysis estimated a mean effect size of 55.9 [40.4; 71.4]. Heterogeneity analysis showed a large degree of heterogeneity among the included studies. Subgroup and meta-regression analysis based on age and SUD type suggested that DBS may be more effective for patients above 45 years of age, and for alcohol and opioid addiction compared to nicotine addiction. The current literature suggests that DBS has a moderate effect on SUD symptoms. However, the limited number of studies and small sample size indicate that more research is needed to better understand the factors that influence its effectiveness.

Identifying factors associated with user retention and outcomes of a digital intervention for substance use disorder: a retrospective analysis of real-world data.

Successful delivery of digital health interventions is affected by multiple real-world factors. These factors may be identified in routinely collected, ecologically valid data from these interventions. We propose ideas for exploring these data, focusing on interventions targeting complex, comorbid conditions. This study retrospectively explores pre-post data collected between 2016 and 2019 from users of digital cognitive behavioral therapy (CBT)-containing psychoeducation and practical exercises-for substance use disorder (SUD) at UK addiction services. To identify factors associated with heterogenous user responses to the technology, we employed multivariable and multivariate regressions and random forest models of user-reported questionnaire data. The dataset contained information from 14 078 individuals of which 12 529 reported complete data at baseline and 2925 did so again after engagement with the CBT. Ninety-three percent screened positive for dependence on 1 of 43 substances at baseline, and 73% screened positive for anxiety or depression. Despite pre-post improvements independent of user sociodemographics, women reported more frequent and persistent symptoms of SUD, anxiety, and depression. Retention-minimum 2 use events recorded-was associated more with deployment environment than user characteristics. Prediction accuracy of post-engagement outcomes was acceptable (Area Under Curve [AUC]: 0.74-0.79), depending non-trivially on user characteristics. Traditionally, performance of digital health interventions is determined in controlled trials. Our analysis showcases multivariate models with which real-world data from these interventions can be explored and sources of user heterogeneity in retention and symptom reduction uncovered. Real-world data from digital health interventions contain information on natural user-technology interactions which could enrich results from controlled trials.

Childhood and Adult Sexual Violence Exposures as Predictors of PTSD, Dissociation, and Substance Use in Women in Jail

ABSTRACT Women involved in the criminal legal system report high rates of interpersonal violence, particularly sexual violence, and mental health problems. Although existing research has linked experiences of interpersonal violence to multiple negative mental health outcomes, few researchers have examined concurrent psychopathology as an outcome of child and adult sexual violence in system-involved women. The purpose of this study was to examine child sexual abuse (CSA) and adult sexual violence, while controlling for other forms of interpersonal violence, as predictors of current symptoms of posttraumatic stress disorder (PSTD), substance use disorder (SUD), and dissociation in women in jail in the Mountain West. Randomly selected participants (N = 146) completed clinician-administered measures of trauma histories and mental health symptoms. The majority of the women (73%) reported experiences of CSA and about half reported experiences of adult sexual violence. Over half of the women reported symptoms consistent with current probable PTSD, about 20% reported dissociation symptoms in a clinical range, and over 70% met criteria for a SUD in the past year. The proposed model was tested with path analysis. CSA significantly predicted current symptoms of PTSD while adult sexual violence exposure predicted symptoms of SUD and dissociation. These results illustrate the high rates of sexual violence exposure as well as the complexity of mental health needs associated with these exposures in system-involved women. Findings highlight the need to comprehensively assess incarcerated women’s trauma exposure and psychological distress to better meet the needs of this population.