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Halladay J, Georgiades K, MacKillop J, Lipman E, Pires P, Duncan L. Identifying patterns of substance use and mental health concerns among adolescents in an outpatient mental health program using latent profile analysis. Eur Child Adolesc Psychiatry 2024; 33:739-747. [PMID: 36947251 PMCID: PMC10031175 DOI: 10.1007/s00787-023-02188-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 03/08/2023] [Indexed: 03/23/2023]
Abstract
Though mental health and substance use concerns often co-occur, few studies have characterized patterns of co-occurrence among adolescents in clinical settings. The current investigation identifies and characterizes these patterns among adolescents presenting to an outpatient mental health service in Ontario, Canada. Data come from cross-sectional standardized patient intake assessments from 916 adolescents attending an outpatient mental health program (January 2019-March 2021). Latent profile analysis identified patterns of substance use (alcohol, cannabis, (e-) cigarettes) and emotional and behavioral disorder symptoms. Sociodemographic and clinical correlates of these patterns were examined using multinomial regression. Three profiles were identified including: 1) low substance use and lower frequency and/or severity (relative to other patients in the sample) emotional and behavioral disorder symptoms (26.2%), 2) low substance use with higher emotional and behavioral disorder symptoms (48.2%), and 3) high in both (25.6%). Profiles differed in sociodemographic and clinical indicators related to age, gender, trauma, harm to self, harm to others, and service use. Experiences of trauma, suicide attempts, and thoughts of hurting others increased the odds of adolescents being in the profile high in both substance use and symptoms compared to other profiles. These findings further document the high rates of substance use in adolescents in mental health treatment and the profiles generally map onto three out of four quadrants in the adapted four-quadrant model of concurrent disorders, indicating the importance of assessing and addressing substance use in these settings.
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Affiliation(s)
- Jillian Halladay
- The Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Australia Level 6, Jane Foss Russell Building, G02, Camperdown, NSW, 2006, Australia.
- The Peter Boris Centre for Addictions Research, McMaster University/St. Joseph's Healthcare Hamilton, 100 West 5Th St, Hamilton, ON, L8N 3K7, Canada.
| | - Katholiki Georgiades
- Department of Psychiatry and Behavioral Neurosciences, McMaster University, 1280 Main Street West, Hamilton, ON, L8S 4S4, Canada
- Offord Centre for Child Studies, McMaster University, Hamilton, Canada
| | - James MacKillop
- Department of Psychiatry and Behavioral Neurosciences, McMaster University, 1280 Main Street West, Hamilton, ON, L8S 4S4, Canada
- The Peter Boris Centre for Addictions Research, McMaster University/St. Joseph's Healthcare Hamilton, 100 West 5Th St, Hamilton, ON, L8N 3K7, Canada
| | - Ellen Lipman
- Department of Psychiatry and Behavioral Neurosciences, McMaster University, 1280 Main Street West, Hamilton, ON, L8S 4S4, Canada
- Offord Centre for Child Studies, McMaster University, Hamilton, Canada
| | - Paulo Pires
- Department of Psychiatry and Behavioral Neurosciences, McMaster University, 1280 Main Street West, Hamilton, ON, L8S 4S4, Canada
- Offord Centre for Child Studies, McMaster University, Hamilton, Canada
| | - Laura Duncan
- Department of Psychiatry and Behavioral Neurosciences, McMaster University, 1280 Main Street West, Hamilton, ON, L8S 4S4, Canada
- Offord Centre for Child Studies, McMaster University, Hamilton, Canada
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Hempel S, Ganz D, Saluja S, Bolshakova M, Kim T, Turvey C, Cordasco K, Basu A, Page T, Mahmood R, Motala A, Barnard J, Wong M, Fu N, Miake-Lye IM. Care coordination across healthcare systems: development of a research agenda, implications for practice, and recommendations for policy based on a modified Delphi panel. BMJ Open 2023; 13:e060232. [PMID: 37197809 DOI: 10.1136/bmjopen-2021-060232] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/19/2023] Open
Abstract
OBJECTIVE For large, integrated healthcare delivery systems, coordinating patient care across delivery systems with providers external to the system presents challenges. We explored the domains and requirements for care coordination by professionals across healthcare systems and developed an agenda for research, practice and policy. DESIGN The modified Delphi approach convened a 2-day stakeholder panel with moderated virtual discussions, preceded and followed by online surveys. SETTING The work addresses care coordination across healthcare systems. We introduced common care scenarios and differentiated recommendations for a large (main) healthcare organisation and external healthcare professionals that contribute additional care. PARTICIPANTS The panel composition included health service providers, decision makers, patients and care community, and researchers. Discussions were informed by a rapid review of tested approaches to fostering collaboration, facilitating care coordination and improving communication across healthcare systems. OUTCOME MEASURES The study planned to formulate a research agenda, implications for practice and recommendations for policy. RESULTS For research recommendations, we found consensus for developing measures of shared care, exploring healthcare professionals' needs in different care scenarios and evaluating patient experiences. Agreed practice recommendations included educating external professionals about issues specific to the patients in the main healthcare system, educating professionals within the main healthcare system about the roles and responsibilities of all involved parties, and helping patients better understand the pros and cons of within-system and out-of-system care. Policy recommendations included supporting time for professionals with high overlap in patients to engage regularly and sustaining support for care coordination for high-need patients. CONCLUSIONS Recommendations from the stakeholder panel created an agenda to foster further research, practice and policy innovations in cross-system care coordination.
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Affiliation(s)
- Susanne Hempel
- Southern California Evidence Review Center, University of Southern California, Los Angeles, California, USA
| | - David Ganz
- Geriatrics Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Department of Medicine, David Geffen School of Medicine at the University of California at Los Angeles, Los Angeles, California, USA
| | - Sonali Saluja
- Gehr Family Center for Health Systems Science and Innovation, University of Southern California, Los Angeles, California, USA
| | - Maria Bolshakova
- Southern California Evidence Review Center, University of Southern California, Los Angeles, California, USA
| | - Timothy Kim
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Carolyn Turvey
- Center for Access and Delivery Research and Evaluation, Iowa City Veterans Affairs Healthcare System, Iowa City, Iowa, USA
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine at the University of Iowa, Iowa City, Iowa, USA
- Rural Health Resource Center, Iowa City Veterans Affairs Healthcare System, Iowa City, Iowa, USA
| | - Kristina Cordasco
- VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Aashna Basu
- Department of Medicine, David Geffen School of Medicine at the University of California at Los Angeles, Los Angeles, California, USA
- Care in the Community Service, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Tonya Page
- Office of Community, Clinical Integration & Field Support, Veteran Affairs Central Office, Kentucky City, Kentucky, USA
| | - Reshma Mahmood
- Santa Maria and San Luis Obispo Community Outpatient Clinics, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Aneesa Motala
- Southern California Evidence Review Center, University of Southern California, Los Angeles, California, USA
| | - Jenny Barnard
- VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Michelle Wong
- VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Ning Fu
- Southern California Evidence Review Center, University of Southern California, Los Angeles, California, USA
- School of Public Administration and Emergency Management, Jinan University, Guangzhou, Guangdong, China
| | - Isomi M Miake-Lye
- VA West Los Angeles Evidence-based Synthesis Program, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Health Policy and Management, UCLA Fielding School of Public Health, Los Angeles, California, USA
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Development and Challenges of Canada's Largest Inpatient Program for Patients With Severe Concurrent Disorders. CANADIAN JOURNAL OF ADDICTION 2021. [DOI: 10.1097/cxa.0000000000000127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Henderson JL, Wilkins LK, Hawke LD, Wang W, Sanches M, Brownlie EB, Beitchman JH. Longitudinal Emergence of Concurrent Mental Health and Substance Use Concerns in an Ontario School-Based Sample: The Research and Action for Teens Study. JOURNAL OF THE CANADIAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY = JOURNAL DE L'ACADEMIE CANADIENNE DE PSYCHIATRIE DE L'ENFANT ET DE L'ADOLESCENT 2021; 30:249-263. [PMID: 34777508 PMCID: PMC8561851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Accepted: 05/30/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVES This study characterizes patterns of mental health, substance use and their co-occurrence, and identifies developmental trajectories associated with progression from single to concurrent mental health and substance use concerns in an Ontario school-based population. It is a longitudinal extension of the Ontario Student Drug Use and Mental Health Survey, as part of the RAFT collaborative project. METHODS In this study, an Ontario-wide survey was administered to students across three biennial waves starting in grades 7-8 (ages 12-14). We explored how developmental patterns of externalizing, internalizing and co-occurring symptoms were differentially associated with late-adolescent (ages 17-19) problematic substance use. RESULTS On average, students exhibited early (ages 12-14) moderate risk of an internalizing and/or externalizing disorder and approached the low threshold for a diagnostic concern for substance use disorder at age 17-19. The pattern confirmed a potential pathway from early mental health concerns to later adolescent problematic substance use, with rates of co-occurrence increasing with age. Youth with early moderate-to high externalizing and co-occurring internalizing and externalizing symptomology had the highest levels of problematic substance use, with scores indicating high likelihood of a substance use disorder diagnosis. CONCLUSIONS Given the overall pattern of progression, early identification and referral of at-risk youth, especially youth with co-occurring mental health concerns, is of critical importance. Findings support the importance of integrated and co-located mental health and substance use services for youth to more effectively serve a diverse population of youth with varying levels of need.
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Affiliation(s)
- Joanna L Henderson
- Centre for Addiction and Mental Health, Toronto, Ontario
- University of Toronto, Toronto, Ontario
| | | | - Lisa D Hawke
- Centre for Addiction and Mental Health, Toronto, Ontario
- University of Toronto, Toronto, Ontario
| | - Wei Wang
- Centre for Addiction and Mental Health, Toronto, Ontario
| | - Marcos Sanches
- Centre for Addiction and Mental Health, Toronto, Ontario
- University of Toronto, Toronto, Ontario
| | - E B Brownlie
- Centre for Addiction and Mental Health, Toronto, Ontario
| | - Joseph H Beitchman
- Centre for Addiction and Mental Health, Toronto, Ontario
- University of Toronto, Toronto, Ontario
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Palimaru AI, McBain RK, McDonald K, Batra P, Hunter SB. Perceived care coordination among permanent supportive housing participants: Evidence from a managed care plan in the United States. HEALTH & SOCIAL CARE IN THE COMMUNITY 2021; 29:e259-e268. [PMID: 33704845 DOI: 10.1111/hsc.13348] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 02/10/2021] [Accepted: 02/15/2021] [Indexed: 06/12/2023]
Abstract
Homelessness is a pervasive public health problem in the United States (U.S.). Under the U.S. Affordable Care Act, the nation's public health insurance program (Medicaid) was expanded to serve more individuals, including those experiencing homelessness. Coupled with changes in financial incentives designed to reduce healthcare costs, health plans, hospitals and large health systems have started to operate permanent supportive housing (PSH) programmes as a healthcare benefit. To better understand patient perceptions of care coordination in a PSH programme operated by a large health plan in Southern California, we conducted 22 semi-structured in-depth patient interviews between October and November 2019. Two coders analysed these data inductively and deductively, using pre-identified domains and open coding. Coding reliability and thematic saturation were also assessed. Findings indicated positive experiences with care coordination for physical health and social supports, such as food distribution and transportation. Identified service gaps included mental health support and help securing public assistance (e.g., cash benefits). Opportunities to enhance PSH care coordination were also identified, such as the need for a simplified approach. Hospitals, health plans and systems considering PSH programmes may look to these results for implementation guidance.
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Affiliation(s)
| | | | | | - Priya Batra
- Inland Empire Health Plan, Rancho Cucamonga, CA, USA
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Cabanis M, Outadi A, Choi F. Early childhood trauma, substance use and complex concurrent disorders among adolescents. Curr Opin Psychiatry 2021; 34:393-399. [PMID: 33993169 DOI: 10.1097/yco.0000000000000718] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
PURPOSE OF REVIEW To highlight the interdependence between early childhood trauma, substance use and complex concurrent disorders among adolescents and discuss the delayed response and gaps in the healthcare system. RECENT FINDINGS High-risk behavior such as suicidality, self-harm and hazardous substance use including overdose and the use of psychotropic substances for self-medication of mental health challenges is a growing concern. These symptoms are often related to early childhood trauma, substance use and complex concurrent disorders. Most countries do not have a youth mental healthcare system, there are no specific guidelines and only few programs addressing high-risk substance use are in place. SUMMARY In addition to the significance of traumatic experience for high-risk substance use and addiction, most parts of the system of care ignore the trauma aspect in treatment of substance use and focus on abstinence. There are hardly any early intervention programs, broader prevention strategies or evidence-based or target-group-oriented treatment offers.
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Affiliation(s)
- Maurice Cabanis
- Center of Mental Health, Hospital for Addiction and Addictive Behavior, Klinikum Stuttgart, Prießnitzweg, Germany
| | - Ava Outadi
- Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Fiona Choi
- Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
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Concurrent Disorder Management Guidelines. Systematic Review. J Clin Med 2020; 9:jcm9082406. [PMID: 32731398 PMCID: PMC7463987 DOI: 10.3390/jcm9082406] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 07/21/2020] [Accepted: 07/22/2020] [Indexed: 12/22/2022] Open
Abstract
Concurrent disorder refers to a diverse set of combinations of substance use disorders and mental disorders simultaneously in need of treatment. Concurrent disorders are underdiagnosed, undertreated, and more complex to manage, practicing the best recommendations can support better outcomes. The purpose of this work is to systematically assess the quality of the current concurrent disorders’ clinical recommendation management guidelines. Literature searches were performed by two independent authors in electronic databases, web, and gray literature. The inclusion criteria were English language clinical management guidelines for adult concurrent disorders between 2000 and 2020. The initial search resulted in 8841 hits. A total of 24 guidelines were identified and assessed with the standardized guidelines assessment tool: AGREE II (Appraisal of Guidelines for Research and Evaluation). Most guidelines had acceptable standards, however, only the NICE guidelines had all detailed information on all AGREE II Domains. Guidelines generally supported combinations of treatments for individual disorders with a very small evidence base for concurrent disorders, and they provided little recommendation for further structuring of the field, such as level of complexity or staging, or evaluating different models of treatment integration.
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Searby A, Maude P, McGrath I. Improving Care Provision to Older Adults with Dual Diagnosis: Recommendations from a Mixed-Methods Study. Issues Ment Health Nurs 2020; 41:229-234. [PMID: 31661654 DOI: 10.1080/01612840.2019.1648618] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Older adults with dual diagnosis remain an under-diagnosed population in mental health services, with complex needs and high rates of medical comorbidity. Dual diagnosis is a significant challenge to contemporary mental health services, with recognition of the increased rate of relapse and costs of care of poorly managed dual diagnosis identified through comprehensive research. Unfortunately, the research attention paid to those with dual diagnosis in younger age groups has not been replicated in the older adult cohort, with few studies specifically exploring the treatment needs of these individuals. Of the studies that do exist, many identify poor screening and assessment, clinician frustration and a lack of cohesive treatment for co-occurring alcohol and other drug use disorders for older adults. We draw from a mixed methods exploratory study conducted in an inner Melbourne community older adult mental health service providing care to consumers with dual diagnosis to formulate recommendations to improve the care provision to this cohort. We discuss changes to the way older adult mental health services operate that are essential to improve the care and response to consumers presenting with dual diagnosis. Ultimately, we aim to discuss how older adult mental health services can improve to provide timely, responsive care to those with dual diagnosis.
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Affiliation(s)
- Adam Searby
- School of Health and Biomedical Sciences-Nursing, RMIT University, Bundoora, Australia
| | - Phillip Maude
- School of Health and Biomedical Sciences-Nursing, RMIT University, Bundoora, Australia.,University of Tasmania, School of Health Sciences (Nursing), RMIT University, Hobart, Australia
| | - Ian McGrath
- School of Health and Biomedical Sciences-Nursing, RMIT University, Bundoora, Australia
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