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Item Adoption and Implementation of Screening, Brief Intervention, and Referral to Treatment(2020-06) Thoele, Kelli Marie; Newhouse, Robin; Draucker, Claire Burke; Harle, Christopher; Fulton, JanetMore than 20 million people in the United States have a substance use disorder, resulting in negative individual and societal outcomes. An evidence-based intervention, Screening, Brief Intervention, and Referral to Treatment (SBIRT), involves screening patients to assess for substance use and then providing a brief intervention and referral to treatment when indicated. This evidence-based intervention is underutilized in healthcare settings. The purpose of this dissertation was to contribute to the body of evidence regarding the implementation of SBIRT in healthcare settings. Specifically, the aims of this dissertation were to 1) provide an overview of the evidence regarding the use of implementation strategies to facilitate the implementation of SBIRT, 2) describe implementation of SBIRT by nurses in acute care hospitals, and 3) examine individual and organizational characteristics associated with the intra-organizational adoption of SBIRT. To review the literature, a scoping review was completed on 18 articles that met the inclusion criteria. The review found that leaders often train and educate stakeholders to facilitate the implementation of SBIRT, but less attention has been given to adapting the intervention or engaging patients. Additionally, implementation efforts led to increases in screening, but the evidence regarding the effect on brief intervention is inconclusive, and evidence regarding referral to treatment is scarce. Eighteen nurses participated in a qualitative descriptive study of the implementation of SBIRT, and data were analyzed using content analysis. Participants identified barriers and facilitators associated with the nurses’ attitudes and beliefs about SBIRT, organizational factors, and patients’ response to the SBIRT process. Participants indicated that SBIRT was a useful intervention that was best implemented by providing a clear process and incorporating SBIRT into an established workflow. To examine factors related to intra-organizational adoption of a tool to screen patients for substance use, two hundred twenty-two nurses participated in a crosssectional study. Results of this study indicate that training and the perception of peer usage of the intervention were significantly related to individual nurses’ use of the intervention in practice. The findings of this dissertation can inform research and practice regarding the implementation of SBIRT in healthcare settings.Item Changes in substance use, recovery, and quality of life during the initial phase of the COVID-19 pandemic(Public Library of Science, 2024-05-22) Lewandowski, Megayn E.; Delawalla, Colette N.; Butcher, Tarah J.; Oberlin, Brandon G.; Psychiatry, School of MedicineBackground: The COVID-19 pandemic disrupted lives on a massive scale. While the pandemic appeared to worsen mental health outcomes broadly, its effects on alcohol/substance use and recovery are unclear. Many studies convolved the sociopolitical unrest beginning in May 2020 with the pandemic. We assessed pandemic-related changes in substance use, recovery involvement, and quality of life among US adults at two specified time periods that isolated pandemic effects from potentially confounding sociopolitical factors. Objectives: We tested the following hypotheses: the pandemic and consequent policies (1) increased use of alcohol and illicit substances in active users; (2) increased use of alcohol/substances among people in early recovery; (3) reduced participation in recovery activities among those in early recovery, and that (4) use amount and use events correlated with impulsivity in both groups and that (5) substance use and abstinence correlated with resilience. Methods: We recruited 1,685 participants through Amazon's Mechanical Turk (MTurk). We assessed demographics, quality of life, alcohol/substance use, recovery activities, and measures of impulsivity and resilience at two time points, pre-pandemic and (early) during-pandemic. Only n = 45 (Active Users; males n = 32) and n = 34 (Recovery; males n = 20) passed data quality checks and were included in the primary analyses. Results: Among Active Users, weekly alcohol consumption and days spent using alcohol and illicit substances decreased during the pandemic. Resilience negatively correlated with pandemic-related substance use in early recovering participants. Significant reduction in the quality of life was coincident with a trend of lower recovery activity participation (31% decline) during the pandemic. Conclusions: The reduced alcohol/substance use and participation in recovery activities might be expected from conditions that promote social isolation. The high prevalence of low-quality data from MTurk cautions for careful use of online data sourcing.Item Contemporary Trends in Hospitalizations for Comorbid Chronic Liver Disease and Substance Use Disorders(Wolters Kluwer, 2021-06-18) Desai, Archita P.; Greene, Marion; Nephew, Lauren D.; Orman, Eric S.; Ghabril, Marwan; Chalasani, Naga; Menachemi, Nir; Medicine, School of MedicineIntroduction: Chronic liver diseases (CLDs) and substance use disorders (SUDs) are increasingly prevalent and often coexist. Contemporary studies describing the characteristics and hospitalization trends of those with comorbid CLD-SUD are lacking. We aimed to characterize a population-based cohort with comorbid CLD-SUD and describe trends in these hospitalizations over time by individual-level characteristics. Methods: We performed a cross-sectional analysis of the National Inpatient Sample from 2005 through 2017. Diagnosis codes were used to identify adult hospitalizations with CLD, SUD, or both. Bivariate and multivariate analyses were used to make comparisons between diagnosis categories. Unadjusted and age-adjusted trends in these hospitalizations were described over time. Results: Of 401,867,749 adult hospital discharges, 3.2% had CLD-only and 1.7% had comorbid CLD-SUD. Compared with CLD-only, comorbid CLD-SUD hospitalizations resulted in higher inpatient mortality (3.1% vs 2.4%, P < 0.001) and were associated with younger age, male sex, Native American race, and urban and Western US location. Over time, comorbid hospitalizations grew 34%, and the demographics shifted with larger increases in hospitalization rates seen in younger individuals, women, Native Americans, and those publicly insured. In comorbid hospitalizations, alcoholic SUD and CLD decreased, but drug SUDs and nonalcoholic fatty liver diseases are fast-growing contributors. Discussion: In this comprehensive analysis of US hospitalizations, comorbid CLD-SUD hospitalizations are increasing over time and lead to higher inpatient mortality than CLD alone. We further characterize the changing demographics of these hospitalizations, providing a contemporary yet inclusive look at comorbid CLD-SUD hospitalizations. These data can guide interventions needed to improve the poor outcomes suffered by this growing population.Item Disparities and guideline adherence in drugs of abuse screening in intracerebral hemorrhage(American Academy of Neurology, 2017-01-17) Tormoehlen, Laura M.; Blatsioris, Ashley D.; Moser, Elizabeth A.S.; Carter, Ravan J.L.; Stevenson, Alec; Ofner, Susan; Hulin, Abigail L.; O’Neill, Darren P.; Cohen-Gadol, Aaron A.; Leipzig, Thomas J.; Williams, Linda S.; Mackey, Jason; Neurology, School of MedicineOBJECTIVE: To characterize the pattern of urine drug screening in a cohort of intracerebral hemorrhage (ICH) patients at our academic centers. METHODS: We identified cases of primary ICH occurring from 2009 to 2011 in our academic centers. Demographic data, imaging characteristics, processes of care, and short-term outcomes were ascertained. We performed logistic regression to identify predictors for screening and evaluated preguideline and postguideline reiteration screening patterns. RESULTS: We identified 610 patients with primary ICH in 2009-2011; 379 (62.1%) were initially evaluated at an outside hospital. Overall, 142/610 (23.3%) patients were screened, with 21 positive for cocaine and 3 for amphetamine. Of patients <55 years of age, only 65/140 (46.4%) were screened. Black patients <55 years of age were screened more than nonblack patients <55 years of age (38/61 [62.3%] vs 27/79 [34.2%]; p = 0.0009). In the best multivariable model, age group (p = 0.0001), black race (p = 0.4529), first Glasgow Coma Scale score (p = 0.0492), current smoking (p < 0.0001), and age group × black race (p = 0.0097) were associated with screening. Guideline reiteration in 2010 did not improve the proportion <55 years of age who were screened: 42/74 (56.8%) were screened before and 23/66 (34.9%) after (p = 0.01). CONCLUSIONS: We found disparities in drugs of abuse (DOA) screening and suboptimal guideline adherence. Systematic efforts to improve screening for DOA are warranted. Improved identification of sympathomimetic exposure may improve etiologic classification and influence decision-making and prognosis counseling.Item Effects of VHA Policy Directive 1163 on Acceptance and Employment Rates for Veterans with Substance Use Disorders Referred to VHA Vocational Rehabilitation(Sage, 2022-11-26) Sprong, Matthew E.; Hollender, Heaven; Pechek, Ashley A.; Forziat-Pytel, Kellie; Buono, Frank D.; Health Sciences, School of Health and Human SciencesIntroduction: Research has shown that Veterans with Substance/Alcohol Use Disorders (SUDs/AUDs) are at a greater risk for employment-related issues (eg, lower labor force participation rates), and interventions such as Vocational Rehabilitation (VR) have been used as a tool to reduce employment obtainment and maintenance. The purpose of the current study was to evaluate acceptance rates and employment rates at closure for Veterans with SUDs/AUDs prior to the implementation of VHA Policy Directive 1163 (mandated that Veterans are not refused services based on prior or current SUD/AUDs). SUD/AUDs were coded to reflect DSM 5-TR criteria of active use and in-remission. Methods: Data from a VHA Vocational Rehabilitation program in the Veterans Integrated Service Network 12 network were obtained for the purpose of the current study. Results: Findings showed that Veterans with AUDs were less likely to be accepted for VR services prior and after implementation of VHA Policy Directive 1163. Conclusions: When examining active and inactive SUDs/AUDs, findings showed that implementation of VHA Policy Directive 1163 was not effective for Veterans with AUDs. One factor that was not explored but could explain disparities in program acceptance rates is duration of program entry. If a Veteran has a consult placed for VHA Vocational Rehabilitation services, and their program entry date (date accepted) is a significant duration, then perhaps Veterans with active AUDs start drinking again given that they are waiting for vocational assistance. Thus, it would be important to assist Veterans with active AUDs into services in a timely manner (perhaps prior them being discharged from SUD treatment).Item Evidence-based Treatment for Substance Use Disorders in Community Mental Health Centers: the ACCESS Program(Springer Nature, 2023) Aalsma, Matthew C.; Adams, Zachary W.; Smoker, Michael P.; Marriott, Brigid R.; Ouyang, Fangqian; Meudt, Emily; Hulvershorn, Leslie A.; Pediatrics, School of MedicineA significant gap remains in the availability and accessibility of evidence-based treatments (EBTs) in community substance use disorder (SUD) treatment. This study describes a 2-year statewide training initiative that sought to address this gap by training community-based therapists in motivational enhancement/cognitive behavioral therapy (MET/CBT). Therapists (N = 93) participated in a 2-day MET/CBT workshop followed by bi-weekly clinical consultation, fidelity monitoring, guided readings, and online resources. Therapists completed pre-training and follow-up assessments measuring knowledge, attitudes, confidence, and implementation barriers. Most therapists attended 10 or more consultation calls. Submission of session recordings for feedback was the least utilized training element. Therapists reported increased confidence in their ability to implement MET/CBT for SUD and demonstrated improvement in MI and CBT knowledge. Therapists reported several implementation barriers, including lack of time and opportunity to treat patients with MET/CBT. Recommendations for future training initiatives and addressing the barriers identified in this study are discussed.Item Genome-wide association study of stimulant dependence(Springer Nature, 2021-06-29) Cox, Jiayi; Sherva, Richard; Wetherill, Leah; Foroud, Tatiana; Edenberg, Howard J.; Kranzler, Henry R.; Gelernter, Joel; Farrer, Lindsay A.; Medical and Molecular Genetics, School of MedicineStimulant dependence is heritable, but specific genetic factors underlying the trait have not been identified. A genome-wide association study for stimulant dependence was performed in a discovery cohort of African- (AA) and European-ancestry (EA) subjects ascertained for genetic studies of alcohol, opioid, and cocaine use disorders. The sample comprised individuals with DSM-IV stimulant dependence (393 EA cases, 5288 EA controls; 155 AA cases, 5603 AA controls). An independent cohort from the family-based Collaborative Study on the Genetics of Alcoholism (532 EA cases, 7635 EA controls; 53 AA cases, AA 3352 controls) was used for replication. One variant in SLC25A16 (rs2394476, p = 3.42 × 10-10, odds ratio [OR] = 3.70) was GWS in AAs. Four other loci showed suggestive evidence, including KCNA4 in AAs (rs11500237, p = 2.99 × 10-7, OR = 2.31) which encodes one of the potassium voltage-gated channel protein that has been linked to several other substance use disorders, and CPVL in the combined population groups (rs1176440, p = 3.05 × 10-7, OR = 1.35), whose expression was previously shown to be upregulated in the prefrontal cortex from users of cocaine, cannabis, and phencyclidine. Analysis of the top GWAS signals revealed a significant enrichment with nicotinic acetylcholine receptor genes (adjusted p = 0.04) and significant pleiotropy between stimulant dependence and alcohol dependence in EAs (padj = 3.6 × 10-3), an anxiety disorder in EAs (padj = 2.1 × 10-4), and ADHD in both AAs (padj = 3.0 × 10-33) and EAs (padj = 6.7 × 10-35). Our results implicate novel genes and pathways as having roles in the etiology of stimulant dependence.Item Improving Care for Adolescents with Substance Use Disorder: More than Screening(Springer Nature, 2021) Adams, Zachary W.; Denne, Scott C.; Pediatric Policy Council; Psychiatry, School of MedicineItem Individual factors predict substance use treatment course patterns among patients in community-based substance use disorder treatment(Public Library of Science, 2023-01-12) Argyriou, Evangelia; Bakoyannis, Giorgos; Wu, Wei; Rattermann, Mary Jo; Cyders, Melissa A.; Psychology, School of ScienceBackground and objectives: Substance use disorders (SUDs) usually involve a complex natural trajectory of recovery alternating with symptom reoccurrence. This study examined treatment course patterns over time in a community SUD clinic. We examined depressive symptoms level, primary SUD assigned at each admission, and lifetime misuse of multiple substances as potential risk factors for premature treatment termination and subsequent treatment readmission. Methods: De-identified longitudinal data were extracted from charts of 542 patients from an SUD treatment center. Survival analysis methods were applied to predict two time-to-event outcomes: premature treatment termination and treatment readmission. Results: Primary opioid (vs alcohol) use disorder diagnosis at admission was associated with higher hazard of premature termination (HR = 1.91, p<0.001). The interaction between depressive symptoms level and substance use status (multiple vs single use) on treatment readmission was significant (p = 0.024), such that higher depressive symptoms level was predictive of readmission only among those with a history of single substance use (marginally significant effect). Lifetime use of multiple (vs single) substances (HR = 1.55, p = 0.002) and age (HR = 1.01, p = 0.019) predicted increased hazard of readmission. Conclusions: Findings did not support a universal role for depressive symptoms level in treatment course patterns. Primary SUD diagnosis, age, and history of substance misuse can be easily assessed and incorporated into treatment planning to support SUD patients and families. This study is the first to our knowledge that afforded a stringent test of these relationships and their interactions in a time-dependent, recurrent event, competing risks survival analysis examining both termination and readmission patterns utilizing a real-world clinic-based sample.Item Intersection of Minority Health, Health Disparities, and Social Determinants of Health With Psychopharmacology and Substance Use(American Psychological Association, 2021) Lopez-Vergara, Hector I.; Zapolski, Tamika C. B.; Leventhal, Adam M.; Psychology, School of ScienceThese articles provide a window into the breadth of issues at the intersection of MHDS with psychopharmacology and substance use. Integrating the fields of psychopharmacology and basic behavioral addictions science with research on MHDS is not only of public health importance, but can help further elucidate our understanding of human behavior in all of its complexity. As demonstrated here, a better understanding of the synergy between societal context(s) and individual-level processes can lead to interventions tailored to specific risk and resilience factors; interventions that are personalized and contextualized have the potential to improve the health of our society. We are very grateful to the authors for their contributions to this special issue. We hope that professionals from various disciplines who read this special issue become inspired to bridge psychopharmacological and social determinants perspectives in their own work, and, in turn, accelerate scientific progress within each field.