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Zolopa C, Høj SB, Minoyan N, Bruneau J, Makarenko I, Larney S. Ageing and older people who use illicit opioids, cocaine or methamphetamine: a scoping review and literature map. Addiction 2022; 117:2168-2188. [PMID: 35072313 PMCID: PMC9544522 DOI: 10.1111/add.15813] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 01/06/2022] [Indexed: 11/26/2022]
Abstract
AIMS To provide an overview of research literature on ageing and older people who use illicit opioids and stimulants by documenting the conceptual frameworks used and content areas that have been investigated. METHODS We conducted a scoping review of literature relating to ageing and older people who use illicit stimulants and opioids, defining 'older' as 40 years and above. Primary studies, secondary studies and editorials were included. Searches were conducted in PubMed and Embase in July 2020 and March 2021; the Cochrane library was searched in November 2021. Charted data included methodological details, any conceptual frameworks explicitly applied by authors and the content areas that were the focus of the publication. We developed a hierarchy of content areas and mapped this to provide a visual guide to the research area. RESULTS Of the 164 publications included in this review, only 16 explicitly applied a conceptual framework. Seven core content areas were identified, with most publications contributing to multiple content areas: acknowledgement of drug use among older people (n = 64), health status (n = 129), health services (n = 109), drug use practices and patterns (n = 84), social environments (n = 74), the criminal legal system (n = 28) and quality of life (n = 15). CONCLUSIONS The literature regarding older people who use illicit drugs remains under-theorized. Conceptual frameworks are rarely applied and few have been purposely adapted to this population. Health status and health services access and use are among the most frequently researched topics in this area.
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Affiliation(s)
- Camille Zolopa
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CR‐CHUM)MontréalQuébecCanada
| | - Stine B Høj
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CR‐CHUM)MontréalQuébecCanada
| | - Nanor Minoyan
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CR‐CHUM)MontréalQuébecCanada
- Department of Social and Preventative MedicineSchool of Public Health, Université de MontréalMontrealQuébecCanada
| | - Julie Bruneau
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CR‐CHUM)MontréalQuébecCanada
- Department of Family Medicine and Emergency MedicineUniversité de MontréalMontrealQuébecCanada
| | - Iuliia Makarenko
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CR‐CHUM)MontréalQuébecCanada
- Department of Family MedicineMcGill UniversityMontrealQuébecCanada
| | - Sarah Larney
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CR‐CHUM)MontréalQuébecCanada
- Department of Family Medicine and Emergency MedicineUniversité de MontréalMontrealQuébecCanada
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2
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Jemberie WB, Padyab M, McCarty D, Lundgren LM. Hospital Admission Rate, Cumulative Hospitalized Days, and Time to Admission Among Older Persons With Substance Use and Psychiatric Conditions. Front Psychiatry 2022; 13:882542. [PMID: 35530023 PMCID: PMC9075517 DOI: 10.3389/fpsyt.2022.882542] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 03/28/2022] [Indexed: 11/15/2022] Open
Abstract
Background Substance use among older persons occurs with medical and psychiatric comorbidities. This study examined the associations of substance use disorder (SUD), psychiatric, and dual diagnoses with 12-month cumulative hospitalized days, hospital admission rate and number of days to first hospitalization. Methods The cohort of 3,624 individuals (28.2% women) aged 50 years or older was assessed for substance use severity in 65 Swedish municipalities during March 2003-May 2017. Addiction Severity Index data were linked to hospital discharge records and crime statistics. The outcomes were (a) 12-month cumulative hospitalized days; (b) Hospital admission rate, and (c) days to first hospitalization. Generalized linear regression techniques investigated associations between outcomes and SUD, psychiatric and dual diagnoses at admission. Results During 2003-2017, 73.5% of the participants were hospitalized. Twelve-month hospitalized days were positively associated with SUD (Incidence rate ratio (IRR) = 1.41, 95%CI: 1.26-1.58), dual diagnosis (IRR = 2.03, 95%CI: 1.74-2.36), and psychiatric diagnoses (IRR = 2.51, 95%CI: 2.09-3.01). Hospital admission rate was positively associated with SUD (IRR = 4.67, 95%CI: 4.28-5.08), dual diagnosis (IRR = 1.83, 95%CI: 1.64-2.04), and psychiatric diagnoses (IRR = 1.73, 95%CI: 1.55-1.92). Days to first hospitalization were negatively associated with SUD (IRR = 0.52, 95%CI: 0.47-0.58), dual diagnosis (IRR = 0.57, 95%CI: 0.50-0.65), and psychiatric diagnoses (IRR = 0.83, 95%CI: 0.73-0.93). The marginal effects of SUD and/or mental disorders increased with age for all outcomes, except for days to first hospitalization. Conclusion Three of four older persons assessed for substance use severity were later hospitalized. Substance use disorders, dual diagnoses and other mental disorders were the primary reasons for hospitalization and were associated with longer stays, earlier hospitalization, and repeated admissions. Sensitizing service providers to old age substance use and sharing data across the care continuum could provide multiple points of contact to reduce the risk of hospitalizations among older persons with problematic substance use.
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Affiliation(s)
- Wossenseged Birhane Jemberie
- Department of Social Work, Umeå University, Umeå, Sweden
- Centre for Demographic and Ageing Research (CEDAR), Umeå University, Umeå, Sweden
- The Swedish National Graduate School on Aging and Health (SWEAH), Faculty of Medicine, Lund University, Lund, Sweden
| | - Mojgan Padyab
- Department of Social Work, Umeå University, Umeå, Sweden
- Centre for Demographic and Ageing Research (CEDAR), Umeå University, Umeå, Sweden
| | - Dennis McCarty
- School of Public Health, Oregon Health & Science University-Portland State University, Portland, OR, United States
| | - Lena M. Lundgren
- Department of Social Work, Umeå University, Umeå, Sweden
- Cross-National Behavioral Health Laboratory, Graduate School of Social Work, University of Denver, Denver, CO, United States
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3
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Abstract
The world population is aging due to increasing life expectancy. The rate of drug use increases, and inappropriate prescribing is frequently encountered with advancing age. In addition, misuse and abuse of prescription drugs is a serious problem in older adults. It is challenging to detect substance and drug abuse in older patients because it may have fewer consequences in social, legal, and occupational fields. However, there is not enough information about the screening, evaluation, diagnosis, and treatment of abuse. Therefore, the awareness of health care professionals and others involved in older patients' care should be raised about the misuse and abuse of drugs.
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Affiliation(s)
- Esra Ates Bulut
- Department of Geriatric Medicine, Adana City Training and Research Hospital, Adana, Turkey
| | - Ahmet Turan Isik
- Unit for Brain Aging and Dementia, Department of Geriatric Medicine, Dokuz Eylul University, School of Medicine, 35340 Balcova, IZMIR, Turkey.
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Abstract
Opioid use disorder (OUD) is commonly seen in older adults in primary care offices. OUD when left untreated, often leads to overdose deaths, emergency department visits, and hospitalizations due to opioid-related adverse effects, especially respiratory and central nervous system depression. Primary care providers are on the front lines of efforts for its prevention, early detection, and treatment. This includes using the lowest doses of opioids for the shortest possible time for management of pain, routine screening, brief intervention, opioid withdrawal management, prescription of naloxone to prevent overdose death, and treatment with medications and psychosocial interventions for OUD. Referral to addiction treatment centers may be needed in complex cases. This review explores the epidemiology, screening, as well as management of OUD as it pertains to the elderly population.
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A Multidimensional Latent Class Analysis of Harmful Alcohol Use Among Older Adults: Subtypes Within the Swedish Addiction Severity Index Registry. J Addict Med 2021; 14:e89-e99. [PMID: 32097236 PMCID: PMC7413671 DOI: 10.1097/adm.0000000000000636] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES The present study aimed to identify multidimensional typologies of harmful alcohol use based on the Swedish Addiction Severity Index (ASI) assessment data on individuals aged 50 years and above. METHODS Latent class analysis examined 11 indicators from ASI data on 1747 individuals (men = 1255, women = 492) who reported they were troubled by alcohol problem at least one day in the past 30 days before their assessment. The discriminative validity of the classes was assessed by comparing other measures of individual characteristics and problem severity of other ASI dimensions. RESULTS Five subtypes of harmful alcohol use were identified. Two classes with alcohol problems varying in psychosocial functioning, age composition and ages of onset of both regular and heavy drinking. Two with psychiatric comorbidity but varying in violence, criminality, gender composition and ages of onset of regular and heavy drinking. One with high prevalence of concurrent use of other substances, psychiatric, legal, and employment problems. CONCLUSIONS The analysis identified, in a national sample, heterogeneous risk groups of older adults with harmful alcohol use. These findings suggest a need for healthcare providers to assess older adults not only for their substance use but also for associated problems and needs. Given these findings, the Addiction Severity Index is a valuable assessment tool for older adults with harmful alcohol use.
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Pereira F, Roux P, Rosselet Amoussou J, Martins MM, von Gunten A, Verloo H. Medication Management Models for Polymedicated Home-Dwelling Older Adults With Multiple Chronic Conditions: Protocol of a Systematic Review. JMIR Res Protoc 2019; 8:e13582. [PMID: 31140441 PMCID: PMC6658322 DOI: 10.2196/13582] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 03/26/2019] [Accepted: 03/29/2019] [Indexed: 02/06/2023] Open
Abstract
Background Older adults with multiple chronic diseases commonly require complex medication regimes. When combined with frailty, cognitive impairment, and changing pharmacological prescriptions, older adults’ polymedication regimes increase the risk of medication-related problems (MRPs) and hospitalization. Effective, well-organized medication management could avoid MRPs and their clinical outcomes. Objective Identify medication management models and analyze their impact on managing and preventing MRPs for polymedicated, home-dwelling older adults. Methods We will conduct a systematic review of published articles in relevant professional scientific journals from inception until March 31, 2019, in the following electronic databases,: Embase; Medline OvidSP; PubMed (NOT Medline[sb]); Cumulative Index to Nursing and Allied Health Literature (CINAHL) EBSCO; PsycINFO OvidSP; Cochrane Library, Wiley; and Web of Science. We will also hand search the bibliographies of all the relevant articles found and search for unpublished studies. We will consider publications in English, French, German, Spanish, Italian, and Portuguese. Retrieved articles will be screened for eligibility. Statistical analyses will be conducted following the recommendations of the Cochrane Handbook for Systematic Reviews of Interventions, the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA), and Meta-analysis Of Observational Studies in Epidemiology (MOOSE) statements. Data will be analyzed using SPSS Statistics for Windows, version 25.0 (IBM Corp), and Review Manager, version 5.5 (The Nordic Cochrane Centre, The Cochrane Collaboration). Results A preliminary search in Embase delivered 3272 references. This preliminary search allows us to complete our research strategy with equation development and to search the other databases. Relevant articles identified will allow for searching the reference lists for unpublished studies. The inclusion and exclusion criteria will be rigorously respected in the study selection. The entire study is expected to be completed by January 2020. Conclusions This review will provide an exhaustive view of medication management models that could be effective for polymedicated, home-dwelling older adults and will allow us to analyze their impact on managing and preventing MRPs. Trial Registration PROSPERO CRD42018117287; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=117287 (Archived by WebCite at http://www.webcitation.org/77fCfbCjT) International Registered Report Identifier (IRRID) DERR1-10.2196/13582
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Affiliation(s)
- Filipa Pereira
- School of Health Sciences, HES-SO Valais-Wallis, Sion, Switzerland.,Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal
| | - Pauline Roux
- Research Center for Psychology of Health, Aging and Sport Examination, University of Lausanne, Lausanne, Switzerland
| | - Joëlle Rosselet Amoussou
- Psychiatry Library, Education and Research Department, Hospital and University of Lausanne, Lausanne, Switzerland
| | - Maria Manuela Martins
- Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal.,Higher School of Nursing of Porto, Porto, Portugal
| | - Armin von Gunten
- Service of Old Age Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Henk Verloo
- School of Health Sciences, HES-SO Valais-Wallis, Sion, Switzerland.,Service of Old Age Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
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7
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Searby A, Maude P, McGrath I. The Experiences of Older Adults with Dual Diagnosis in an Inner Melbourne Community Mental Health Service. Issues Ment Health Nurs 2018; 39:420-426. [PMID: 29370568 DOI: 10.1080/01612840.2017.1413458] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Less is known about the experiences of older adults (65+ years of age) with co-occurring mental health and alcohol and other drug use disorders (dual diagnosis) than is known about the experiences of their younger counterparts. This exploratory qualitative study sought to interview individuals receiving case management from an inner Melbourne community mental health service to determine their experiences of living with dual diagnosis and explore their interactions with mental health and addiction treatment, and general medical services alike. Six older adults with a dual mental health and substance disorder agreed to participate in a semi-structured interview process and provided their perspectives about living with complex mental illness and alcohol and other drug use. Several key themes emerged throughout the interview process, mirroring the notion of dual diagnosis being a complex phenomenon involving a number of interrelated factors: these include medical complexity, poor service engagement and long-term use of alcohol and other drugs. Interviews also demonstrate the challenges inherent in providing care to this cohort, with the participants frequently describing their experiences with services as being fraught with difficulty. The increased understanding of the perspectives of older adults with dual diagnosis provides the foundation for further research into this population in addition to influencing future nursing care provided to this cohort.
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Affiliation(s)
- Adam Searby
- a RMIT University (School of Health and Biomedical Sciences - Nursing) , Bundoora , Australia
| | - Phillip Maude
- b RMIT University (School of Health and Biomedical Sciences - Nursing), Bundoora, Australia/University of Tasmania, School of Health Sciences (Nursing) , Hobart , Australia
| | - Ian McGrath
- c RMIT University (School of Health and Biomedical Sciences - Nursing) , Bundoora , Australia
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Older-adult marijuana users and ex-users: Comparisons of sociodemographic characteristics and mental and substance use disorders. Drug Alcohol Depend 2016; 165:94-102. [PMID: 27282425 DOI: 10.1016/j.drugalcdep.2016.05.023] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 05/09/2016] [Accepted: 05/24/2016] [Indexed: 11/22/2022]
Abstract
BACKGROUND The increasing numbers of older-adult marijuana users call for better understanding of their mental and substance use disorders (MSUDs). METHODS Data came from the 2012-2013 National Epidemiologic Survey on Alcohol and Related Conditions (NESARC-III; N=14,715 respondents aged 50 +). Multinomial logistic regression analysis was used to compare never users, past-year users, and ex-users on past-year and lifetime MSUDs. Binary logistic regression analysis was used to examine the association of marijuana use patterns in the past year and during the peak use period with lifetime MSUDs. RESULTS Of the 50+ age group, 3.9% were past-year marijuana users and 21.7% were ex-users. Past-year users did not differ from ex-users with respect to past-year or lifetime mental disorders, but they had higher risks of past-year other drug use (RRR=2.73, 95% CI=1.63-4.55), alcohol use (RRR=2.30, 95% CI=1.78-2.98), and tobacco/nicotine use (RRR=1.87, 95% CI=1.50-2.34) disorders. Among past-year users, the number of joints smoked during the peak use period (OR=1.14, 95% CI=1.04-1.26) and past-year use frequency (OR=2.20, 95% CI=1.37-3.52) were significantly associated with greater odds of lifetime marijuana/other drug use disorder. Among ex-users, the number of joints smoked during the peak use period was significantly associated with any mental (OR=1.05, 95% CI=1.01-1.09) and marijuana and/or other drug use (OR=1.13, 95% CI=1.06-1.21) disorder. CONCLUSIONS Older-adult past-year marijuana users and ex-users had similarly high risks for past-year and lifetime mental disorders, but past-year users had a higher risk for substance use disorders. Health/mental health providers should be concerned about the increasing number of older-adult long-term marijuana users with MSUDs.
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9
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Searby A, Maude P, McGrath I. Prevalence of co-occurring alcohol and other drug use in an Australian older adult mental health service. Int J Ment Health Nurs 2016; 25:151-8. [PMID: 26834037 DOI: 10.1111/inm.12215] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Revised: 12/03/2015] [Accepted: 12/06/2015] [Indexed: 01/26/2023]
Abstract
Co-occurring mental illness and substance use disorder, known as dual diagnosis, is a significant challenge to mental health services. Few older adult specific alcohol and other drug treatment services exist, meaning older adult mental health services may become the default treatment option for many. Evidence suggests that dual diagnosis leads to substandard treatment outcomes, including higher rates of psychiatric relapse, higher costs of care and poorer treatment engagement. This paper explores the prevalence of co-occurring alcohol and other drug (AOD) use in an older adult community mental health service in inner Melbourne, Australia. This aim was accomplished by using a retrospective file audit of clinical intake assessments (n = 593) performed on consumers presenting to the service over a two-year period, June 2012-2014. Of consumers presenting to the service, 15.5% (n = 92) were assessed by clinicians as having co-occurring AOD use. Depression predominated in the dual diagnosis group as the primary mental health disorder. Dual diagnosis consumers in this sample were statistically more likely to be male and younger than their non-dual diagnosis counterparts. A limitation of this audit was the lack of implementation of screening tools, leaving assessment to clinical judgement or the interest of the clinician. This may also explain the discrepancy between the results of this study and previous work. Although appearing to be a relatively small percentage of assessments, the results accounted for 92 individuals with complex mental health, AOD and medical issues. Poor screening procedures in a population that is traditionally difficult to assess need to be rectified to meet the future challenges inherent in the ageing baby boomer generation, changing drug use trends and extended lifespans through harm reduction initiatives and medical advancements.
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Affiliation(s)
- Adam Searby
- Alfred Psychiatry, Alfred Health, Melbourne, Australia.,RMIT University School of Health and Biomedical Sciences, Melbourne, Australia
| | - Phil Maude
- Alfred Psychiatry, Alfred Health, Melbourne, Australia.,University of Tasmania School of Health Sciences, Hobart, Tasmania.,RMIT University School of Health and Biomedical Sciences, Melbourne, Australia
| | - Ian McGrath
- RMIT University School of Health and Biomedical Sciences, Melbourne, Australia
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10
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Searby A, Maude P, McGrath I. Maturing out, natural recovery, and dual diagnosis: What are the implications for older adult mental health services? Int J Ment Health Nurs 2015; 24:478-84. [PMID: 26256656 DOI: 10.1111/inm.12143] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
In 1962, Charles Winick proposed that addiction was a self-limiting process, whereby individuals stopped using substances once the stresses of life transitions ceased. The notion of maturing out, as labelled by Winick, often forms the basis of the natural recovery movement in alcohol and other drug (AOD) research, aiding the notion that older individuals either cease their substance use or fall victim to the higher mortality rates prevalent in substance-using populations. As more consumers present to adult mental health treatment settings with co-occurring substance use disorders, the idea that individuals will simply cease using AOD is outdated. Given the future challenges of an ageing population, it is prudent to explore those who fail to mature out of substance use, as well as challenge the notion that older adult mental health services rarely encounter substance-using individuals. The present study explores Winick's research in the context of an ageing population and older adult mental health services. It also ponders the proposition put forth in subsequent research that older individuals with lifelong substance use switch to substances that are easier to obtain and better tolerated by their ageing bodies.
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Affiliation(s)
- Adam Searby
- Alfred Health, Melbourne, Victoria, Australia.,School of Health Sciences, RMIT University, Melbourne, Victoria, Australia
| | - Phil Maude
- Alfred Health, Melbourne, Victoria, Australia.,School of Health Sciences, RMIT University, Melbourne, Victoria, Australia.,School of Health Sciences, University of Tasmania, Hobart, Tasmania, Australia
| | - Ian McGrath
- School of Health Sciences, RMIT University, Melbourne, Victoria, Australia
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Monaghan M, Hamilton I, Lloyd C, Paton K. Cannabis matters? Treatment responses to increasing cannabis presentations in addiction services in England. DRUGS: EDUCATION, PREVENTION AND POLICY 2015. [DOI: 10.3109/09687637.2015.1090398] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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12
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Abstract
Dual diagnosis is associated with frequent relapse, poor treatment engagement and overall unsatisfactory treatment outcomes. A comprehensive review of the contemporary literature examining this issue was conducted, finding a paucity of literature concerning dual diagnosis in older adults. Of the literature appraised for this review, a number of studies examined US Veteran's Affairs populations, which were largely male. Studies concerning older mental health populations were scarce. During the literature search, a number of background studies that influenced contemporary research regarding dual diagnosis in older adults were found; these studies were examined regarding their contribution to contemporary paradigms concerning older adults with co-occurring mental illness and substance use disorders. This review presents the results of the contemporary literature concerning dual diagnosis in older adults. Several recurring themes emerge from the literature, including the notion of a statistically small population that, in absolute terms, represents a sizeable number of individuals coming to the attention of aged mental health services in the future. Additionally, the potential for under-diagnosis in this cohort is highlighted, potentially creating a hidden population of older adults with dual diagnosis.
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Affiliation(s)
- Adam Searby
- Alfred Health, Caulfield Hospital Mobile Aged Psychiatry Service, Caulfield, and School of Health Sciences, RMIT University , Bundoora , Australia
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13
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Abstract
Purpose
– The purpose of this paper is to examine recent trends in presentation to treatment where cannabis is identified as the primary drug.
Design/methodology/approach
– Data is drawn from the recently published Public Health England report and supplemented with Home Office and European data.
Findings
– The data shows a marked increase in presentations for cannabis treatment over recent years. The authors offer some potential explanations for this trend.
Research limitations/implications
– The authors need to improve our understanding of the type of cannabis that is available and how specifically it is used. In parallel there is a pressing need for an evaluation of evidence in relation to treatment for problematic cannabis users.
Originality/value
– This paper highlights this recent trend in treatment presentations, offers some potential explanations and makes associated recommendations.
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