1
|
Ware OD, Lee KA, Lombardi B, Buccino DL, Lister JJ, Park E, Roberts K, Estreet A, Van Deinse T, Neukrug H, Wilson AB, Park D, Lanier P. Artificial Neural Network Analysis Examining Substance Use Problems Co-Occurring with Anxiety and Depressive Disorders Among Adults Receiving Mental Health Treatment. J Dual Diagn 2024:1-12. [PMID: 38796732 DOI: 10.1080/15504263.2024.2357623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/28/2024]
Abstract
Objective: The co-occurrence of anxiety disorders, depressive disorders, and substance use problems was examined. Methods: The Mental Health Client-Level Data dataset was used to conduct logistic regression models and an artificial neural network analysis. Logistic regression analyses were conducted among adults with anxiety (n = 547,473) or depressive disorders (n = 1,610,601) as their primary diagnosis who received treatment in a community mental health center. The artificial neural network analysis was conducted with the entire sample (N = 2,158,074). Results: Approximately 30% of the sample had co-occurring high-risk substance use or substance use disorder. Characteristics including region of treatment receipt, age, education, gender, race and ethnicity, and the presence of co-occurring anxiety and depressive disorders were associated with the co-occurring high-risk substance use or a substance use disorder. Conclusions: Findings from this study highlight the importance of mental health facilities to screen for and provide integrated treatment for co-occurring disorders.
Collapse
Affiliation(s)
- Orrin D Ware
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Kerry A Lee
- Graduate School of Social Work and Social Research, Bryn Mawr College, Bryn Mawr, Pennsylvania, USA
| | - Brianna Lombardi
- School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Daniel L Buccino
- School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jamey J Lister
- School of Social Work, Rutgers University, New Brunswick, New Jersey, USA
| | - Eunsong Park
- School of Social Work, University of Maryland, Baltimore, Maryland, USA
| | - Kate Roberts
- Graduate School of Social Work and Social Research, Bryn Mawr College, Bryn Mawr, Pennsylvania, USA
| | | | - Tonya Van Deinse
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Hannah Neukrug
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Amy Blank Wilson
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Daejun Park
- Department of Social Work, Ohio University, Athens, Ohio, USA
| | - Paul Lanier
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| |
Collapse
|
2
|
McHugh RK, Fitzmaurice GM, Votaw VR, Geyer RB, Ragnini K, Greenfield SF, Weiss RD. Cognitive behavioral therapy for anxiety and opioid use disorder: Development and pilot testing. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 160:209296. [PMID: 38272120 PMCID: PMC11060910 DOI: 10.1016/j.josat.2024.209296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 10/25/2023] [Accepted: 01/03/2024] [Indexed: 01/27/2024]
Abstract
INTRODUCTION Anxiety disorders are highly prevalent among people with opioid use disorder (OUD), and they have a negative impact on disorder course and treatment outcomes. The objective of this Stage 1 A/1B behavioral treatment development trial was to develop a novel cognitive-behavioral therapy (CBT) protocol for co-occurring anxiety disorders and OUD. METHODS Following a period of iterative manual development involving patient interviews and feedback from content experts, we tested a 12-session individual CBT protocol in a small, open pilot trial (N = 5). This was followed by a small, randomized controlled trial (N = 32), comparing the new protocol to 12 sessions of manualized Individual Drug Counseling. All participants also received medication for OUD. RESULTS Overall, support for feasibility and acceptability was strong, based on recruitment and retention rates and patient satisfaction ratings. Within-subjects results identified 11-point reductions in anxiety symptom severity (on a 0-56 point scale); these gains were sustained through 3 months of follow-up. However, these changes did not differ between randomized conditions. With respect to opioid outcomes, 85 % of participants were abstinent in the prior month at the end of treatment. Opioid use outcomes also did not differ by treatment condition. CONCLUSIONS These results support the feasibility and acceptability of a CBT protocol for co-occurring anxiety and OUD. However, in this small pilot trial results do not show an initial benefit over an evidence-based psychosocial treatment targeted to OUD alone, in combination with medication for OUD.
Collapse
Affiliation(s)
- R Kathryn McHugh
- Division of Alcohol, Drugs and Addiction, McLean Hospital, 115 Mill Street, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, 25 Shuttuck Street, Boston, MA 02115, USA.
| | - Garrett M Fitzmaurice
- Division of Alcohol, Drugs and Addiction, McLean Hospital, 115 Mill Street, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, 25 Shuttuck Street, Boston, MA 02115, USA
| | - Victoria R Votaw
- Division of Alcohol, Drugs and Addiction, McLean Hospital, 115 Mill Street, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, 25 Shuttuck Street, Boston, MA 02115, USA
| | - Rachel B Geyer
- Division of Alcohol, Drugs and Addiction, McLean Hospital, 115 Mill Street, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, 25 Shuttuck Street, Boston, MA 02115, USA
| | - Kael Ragnini
- Division of Alcohol, Drugs and Addiction, McLean Hospital, 115 Mill Street, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, 25 Shuttuck Street, Boston, MA 02115, USA
| | - Shelly F Greenfield
- Division of Alcohol, Drugs and Addiction, McLean Hospital, 115 Mill Street, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, 25 Shuttuck Street, Boston, MA 02115, USA
| | - Roger D Weiss
- Division of Alcohol, Drugs and Addiction, McLean Hospital, 115 Mill Street, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, 25 Shuttuck Street, Boston, MA 02115, USA
| |
Collapse
|