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Krentzman AR, Hoeppner SS, Hoeppner BB, Barnett NP. A randomized feasibility study of a positive psychology journaling intervention to support recovery from substance-use disorders. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 164:209410. [PMID: 38802048 DOI: 10.1016/j.josat.2024.209410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 04/02/2024] [Accepted: 05/15/2024] [Indexed: 05/29/2024]
Abstract
BACKGROUND Individuals in early recovery face significant biopsychosocial stressors causing a preponderance of negative affect. Novel interventions are needed to improve mood and well-being to support recovery. Positive Recovery Journaling (PRJ) combines elements of positive psychology, behavioral activation, and journaling to emphasize what is going right and to encourage small, positive steps that align with an individual's values to make life in recovery more rewarding and therefore more reinforcing. Our objective was to determine PRJ's feasibility, acceptability, and impact on a set of strengths-based, multidimensional aspects of recovery, including satisfaction with life, happiness with recovery, and commitment to sobriety. METHODS The study randomized adults in substance-use disorder treatment (N = 81) to PRJ or control. Those in PRJ were asked to practice PRJ daily and complete online surveys for four weeks; those in the control group completed online surveys for four weeks. We used multi-level modelling to determine intercept and slope for feasibility and acceptability outcomes as well as to compare differences in recovery indicators between treatment and control at baseline and Weeks 2, 4, and 8. We conducted intention-to-treat and per-protocol analyses for each recovery indicator. RESULTS Participants were 53 % female, and 26 % Black, Indigenous, People of Color (BIPOC) and mean age of 39 years. PRJ participants attended 71 % of groups and completed 56 % of the daily PRJ entries. Treatment and control groups rated their study tasks (PRJ for the treatment group, surveys for the control group) as equally easy; however, the PRJ group rated PRJ as significantly more satisfying, helpful, and pleasant. Treatment and control were not significantly different on any recovery indicator. In post hoc analyses, we found that for those with <90 days sobriety at baseline (51 %), PRJ had a statistically significant beneficial effect for satisfaction with life, happiness with recovery, and numerous secondary recovery indicators. DISCUSSION Results suggest a positive impact of PRJ on numerous recovery indices for those in earliest recovery. Integrating PRJ into support services among those with <90 days sobriety could reinforce what is going well in recovery to encourage its continued maintenance and thereby improve treatment outcomes.
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Affiliation(s)
- Amy R Krentzman
- School of Social Work, University of Minnesota, United States.
| | - Susanne S Hoeppner
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, United States
| | - Bettina B Hoeppner
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, United States
| | - Nancy P Barnett
- Department of Behavioral and Social Sciences, School of Public Health, Brown University, United States
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Castedo de Martell S, Holleran Steiker L, Springer A, Jones J, Eisenhart E, Brown Iii HS. The cost-effectiveness of collegiate recovery programs. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2024; 72:82-93. [PMID: 35080467 DOI: 10.1080/07448481.2021.2024206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 11/02/2021] [Accepted: 12/26/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVE To conduct a preliminary cost-effectiveness analysis of collegiate recovery programs in the United States and to create a tailorable cost-effectiveness calculator based on the preliminary cost-effectiveness model. METHODS Cost-effectiveness was assessed with a base case, one-way sensitivity analyses, and probabilistic sensitivity analyses for the societal and health systems (institutions of higher education) perspectives, comparing CRPs to treatment as usual. Models were estimated using secondary data sources. A cost-effectiveness calculator was constructed using the models developed for the cost-effectiveness analysis. RESULTS CRPs were found to be cost-effective across all models. Institutional and societal models were robust to changes in parameters. CONCLUSIONS CRPs are a cost-effective intervention and are cost-saving under certain conditions. A free online calculator developed form this analysis is available to estimate program-specific cost-effectiveness.
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Affiliation(s)
- Sierra Castedo de Martell
- School of Public Health, The University of Texas Health Science Center at Houston, Austin, Texas, USA
| | - Lori Holleran Steiker
- Steve Hicks School of Social Work and School of Undergraduate Studies, The University of Texas at Austin, Austin, Texas, USA
| | - Andrew Springer
- School of Public Health, The University of Texas Health Science Center at Houston, Austin, Texas, USA
| | - Jeffery Jones
- Jiann-Ping Hsu College of Public Health, Georgia Southern University, Statesboro, Georgia, USA
| | - Emily Eisenhart
- Jiann-Ping Hsu College of Public Health, Georgia Southern University, Statesboro, Georgia, USA
| | - H Shelton Brown Iii
- School of Public Health, The University of Texas Health Science Center at Houston, Austin, Texas, USA
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3
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Osborne B, Kelly PJ. Substance use disorders, physical health and recovery capital: Examining the experiences of clients and the alcohol and other drug workforce. Drug Alcohol Rev 2023; 42:1410-1421. [PMID: 37254643 DOI: 10.1111/dar.13689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 04/17/2023] [Accepted: 05/09/2023] [Indexed: 06/01/2023]
Abstract
INTRODUCTION Challenges associated with the integration of physical health within alcohol and other drug (AOD) treatment services persist. The construct of recovery capital has gained currency within the sector, however, its potential in understanding the integration of physical health within AOD treatment has not been examined. This study explores the role of physical health in the process of recovery, examining the potential of 'recovery capital' frameworks to enhance integrated care. METHODS Interviews were conducted with residential and outpatient AOD services across New South Wales, Australia. Qualitative data was collected from clients (n = 20) and staff (n = 13) and transcribed. Data were systematically coded and analysed using the iterative categorisation method. RESULTS Unmanaged physical health issues compromised recovery, particularly when associated with hopelessness and pain. Improved physical health ameliorated sources of negative recovery capital such as boredom, social isolation and mental health symptoms. When addressed during treatment, physical health facilitated recovery capital resources through knowledge and skill acquisition, increased autonomy, enjoyment and immersive experience. Benefits extended to domains of 'social capital' (social connection) and 'cultural capital' (physical appearance). DISCUSSION AND CONCLUSIONS Physical health offers variegated pathways for building recovery capital. Findings support calls for a more assertive approach to addressing physical health when AOD treatment occurs outside of primary care settings. Future research should examine the potential of recovery capital as a heuristic for optimising care of physical health issues and health-related behaviour within AOD treatment services.
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Affiliation(s)
- Briony Osborne
- School of Psychology, University of Wollongong, Wollongong, Australia
- Illawarra Health and Medical Research Institute, Wollongong, Australia
| | - Peter J Kelly
- School of Psychology, University of Wollongong, Wollongong, Australia
- Illawarra Health and Medical Research Institute, Wollongong, Australia
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Köhlerová MZ, Fišerová Z, Páv M. Physical activity habits and their effects on quality of life in patients with addiction: data from the Czech Republic. CURRENT PSYCHOLOGY 2023:1-8. [PMID: 37359646 PMCID: PMC10043521 DOI: 10.1007/s12144-023-04402-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/13/2023] [Indexed: 03/30/2023]
Abstract
Addiction, including substance use disorder (SUD), is a complex condition that can cause serious health problems and negatively affect patient quality of life. Physical activity is known to improve the physical and mental health of patients with SUD. This study aims to determine the relationship between regular physical activity (RPA) and quality of life in SUD patients enrolled in inpatient SUD treatment (n = 159). We divided patients into four groups based on their RPA before and during hospitalization. The SF-36 self-report questionnaire was used to assess quality of life. We found that SUD patients had worse quality of life than a representative sample of the Czech population. Furthermore, we demonstrated that RPA before and during hospitalization and changes during hospitalization affect the perception of quality of life of patients with SUDs. Additionally, physically active patients showed significantly better quality of life than inactive patients. However, patients who initiated RPA during hospitalization reported worse quality of life than those who did not; in addition, this group of patients reported the worst quality of life across the most monitored parameters. We suggest that these patients represent the most vulnerable group. Changes in physical activity habits could be considered an indicator for a more intensive therapeutic focus. Supplementary Information The online version contains supplementary material available at 10.1007/s12144-023-04402-w.
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Affiliation(s)
- Michaela Zahrádka Köhlerová
- Psychiatric Hospital Bohnice, Centre for Psychosomatic Therapy and Rehabilitation, PN Bohnice, Ústavní 91, 181 02 Prague, Czech Republic
- Third Faculty of Medicine, Charles University, Ruská 87, 100 00 Prague 10, Czech Republic
| | - Zdeňka Fišerová
- Department of Addictology, First Faculty of Medicine, Charles University, General University Hospital in Prague, Kateřinská 1660/32, 121 08 Prague 2, Czech Republic
| | - Marek Páv
- Psychiatric Hospital Bohnice, Centre for Psychosomatic Therapy and Rehabilitation, PN Bohnice, Ústavní 91, 181 02 Prague, Czech Republic
- Department of Psychiatry, First Faculty of Medicine, Charles University in Prague, General University Hospital in Prague, Kateřinská 1660/32, 121 08 Prague 2, Czech Republic
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Luk JW, Ramchandani VA, Diazgranados N, Schwandt ML, Gunawan T, George DT, Goldman D. Multidimensional Quality of Life Across the Spectrum of Alcohol Use Behavior. PSYCHIATRIC RESEARCH AND CLINICAL PRACTICE 2022; 4:92-101. [PMID: 36545505 PMCID: PMC9757500 DOI: 10.1176/appi.prcp.20220023] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 10/28/2022] [Accepted: 11/01/2022] [Indexed: 11/30/2022] Open
Abstract
Objective Quality of life (QoL) is inversely associated with alcohol misuse and is a key measure by which recovery from alcohol use disorder (AUD) might be assessed. Yet, the determinants of QoL are scarcely known. The authors examined three ways through which demographic characteristics, familial and early life factors, and psychopathology conferred risks for QoL, including unique direct effects, developmental pathways, and clinical risk Profiles. Methods Cross-sectional data from 1095 adults (50.4% without AUD; 49.6% with AUD) who participated in the NIAAA Natural History Protocol from January 2015 to March 2022 were analyzed. Multivariable regressions, path analysis, and latent Profile analysis were conducted. Results AUD was uniquely associated with lower QoL, and adverse effects of child maltreatment history and psychopathology symptoms on QoL were of similar or larger magnitudes. Mediation analysis indicated family history of AUD and child maltreatment history were indirectly associated with lower QoL through higher attention-deficit/hyperactivity disorder symptoms, higher depressive symptoms, and positive AUD diagnosis. Latent Profile analysis of an enriched set of clinical characteristics identified four latent Profiles capturing the full range of alcohol use behavior. Latent Profiles with greater severity of familial and early life factors, psychopathology, and problematic drinking showed dose-response associations with lower levels of physical, psychological, social, and environment QoL. Conclusions A constellation of developmental and clinical characteristics disproportionately affects individuals with AUD and is negatively associated with QoL domains. To improve QoL, prevention and intervention need to target multiple factors, including history of child maltreatment, comorbid psychopathology, and problematic drinking itself.
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Affiliation(s)
- Jeremy W. Luk
- Office of the Clinical DirectorNational Institute on Alcohol Abuse and AlcoholismBethesdaMDUSA
| | - Vijay A. Ramchandani
- Human Psychopharmacology LaboratoryNational Institute on Alcohol Abuse and AlcoholismBethesdaMDUSA
| | - Nancy Diazgranados
- Office of the Clinical DirectorNational Institute on Alcohol Abuse and AlcoholismBethesdaMDUSA
| | - Melanie L. Schwandt
- Office of the Clinical DirectorNational Institute on Alcohol Abuse and AlcoholismBethesdaMDUSA
| | - Tommy Gunawan
- Office of the Clinical DirectorNational Institute on Alcohol Abuse and AlcoholismBethesdaMDUSA,Human Psychopharmacology LaboratoryNational Institute on Alcohol Abuse and AlcoholismBethesdaMDUSA
| | - David T. George
- Office of the Clinical DirectorNational Institute on Alcohol Abuse and AlcoholismBethesdaMDUSA
| | - David Goldman
- Office of the Clinical DirectorNational Institute on Alcohol Abuse and AlcoholismBethesdaMDUSA,Laboratory of NeurogeneticsNational Institute on Alcohol Abuse and AlcoholismRockvilleMDUSA
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Sanchez-Roige S, Kember RL, Agrawal A. Substance use and common contributors to morbidity: A genetics perspective. EBioMedicine 2022; 83:104212. [PMID: 35970022 PMCID: PMC9399262 DOI: 10.1016/j.ebiom.2022.104212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 07/27/2022] [Accepted: 07/28/2022] [Indexed: 11/23/2022] Open
Abstract
Excessive substance use and substance use disorders (SUDs) are common, serious and relapsing medical conditions. They frequently co-occur with other diseases that are leading contributors to disability worldwide. While heavy substance use may potentiate the course of some of these illnesses, there is accumulating evidence suggesting common genetic architectures. In this narrative review, we focus on four heritable medical conditions - cardiometabolic disease, chronic pain, depression and COVID-19, which are commonly overlapping with, but not necessarily a direct consequence of, SUDs. We find persuasive evidence of underlying genetic liability that predisposes to both SUDs and chronic pain, depression, and COVID-19. For cardiometabolic disease, there is greater support for a potential causal influence of problematic substance use. Our review encourages de-stigmatization of SUDs and the assessment of substance use in clinical settings. We assert that identifying shared pathways of risk has high translational potential, allowing tailoring of treatments for multiple medical conditions. Funding SSR acknowledges T29KT0526, T32IR5226 and DP1DA054394; RLK acknowledges AA028292; AA acknowledges DA054869 & K02DA032573. The funders had no role in the conceptualization or writing of the paper.
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Osborne B, Larance B, Ivers R, Deane FP, Robinson LD, Kelly PJ. Systematic review of guidelines for managing physical health during treatment for substance use disorders: Implications for the alcohol and other drug workforce. Drug Alcohol Rev 2022; 41:1367-1390. [PMID: 35765725 PMCID: PMC9539873 DOI: 10.1111/dar.13504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 05/29/2022] [Accepted: 06/01/2022] [Indexed: 11/28/2022]
Abstract
ISSUES Substance use disorders are associated with significant physical health comorbidities, necessitating an integrated treatment response. However, service fragmentation can preclude the management of physical health problems during addiction treatment. The aim of this systematic review was to synthesise the recommendations made by clinical practice guidelines for addressing the physical health of people attending alcohol and other drug (AOD) treatment. APPROACH An iterative search strategy of grey literature sources was conducted from September 2020 to February 2021 to identify clinical practice guidelines. Content pertaining to physical health care during AOD treatment was extracted. Quality of guidelines were appraised using the Appraisal of Guidelines Research and Evaluation II (AGREE-II) tool. FINDINGS Thirty-three guidelines were included for review. Fourteen guidelines were considered high quality based on AGREE-II scores. Neurological conditions (90.9%) and hepatitis (81.8%) were the most frequent health problems addressed. Most guidelines recommended establishing referral pathways to address physical health comorbidities (90.9%). Guidance on facilitating these referral pathways was less common (42.4%). Guidelines were inconsistent in their recommendations related to oral health, tobacco use, physical activity, nutrition and the use of standardised assessment tools. IMPLICATIONS AND CONCLUSIONS Greater consistency and specificity in the recommendations made for integrating physical health care within addiction treatment is needed. Ensuring that recommendations are applicable to the AOD workforce and to treatment services limited by funding and resource constraints should enhance implementation. Future guideline development groups should consider increased consultation with the AOD workforce and inclusion of clinical tools and decision aids to facilitate referral pathways.
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Affiliation(s)
- Briony Osborne
- School of Psychology, University of Wollongong, Wollongong, Australia.,Centre for Health Psychology Practice and Research, Wollongong, Australia
| | - Briony Larance
- School of Psychology, University of Wollongong, Wollongong, Australia.,Centre for Health Psychology Practice and Research, Wollongong, Australia
| | - Rowena Ivers
- Graduate School of Medicine, University of Wollongong, Wollongong, Australia
| | - Frank P Deane
- School of Psychology, University of Wollongong, Wollongong, Australia.,Centre for Health Psychology Practice and Research, Wollongong, Australia
| | - Laura D Robinson
- School of Psychology, University of Wollongong, Wollongong, Australia.,Centre for Health Psychology Practice and Research, Wollongong, Australia
| | - Peter J Kelly
- School of Psychology, University of Wollongong, Wollongong, Australia.,Centre for Health Psychology Practice and Research, Wollongong, Australia
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8
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Emery NN, Walters KJ, Njeim L, Barr M, Gelman D, Eddie D. Emotion differentiation in early recovery from alcohol use disorder: Associations with in-the-moment affect and 3-month drinking outcomes. Alcohol Clin Exp Res 2022; 46:1294-1305. [PMID: 35614525 PMCID: PMC9357131 DOI: 10.1111/acer.14854] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 04/27/2022] [Accepted: 04/28/2022] [Indexed: 11/27/2022]
Abstract
Background Early recovery from alcohol use disorder (AUD) is commonly associated with high levels of negative affect, stress, and emotional vulnerability, which confer significant relapse risk. Emotion differentiation—the ability to distinguish between discrete emotions—has been shown to predict relapse after treatment for a drug use disorder, but this relationship has not been explored in individuals recovering from AUD. Methods The current study used thrice daily random and up to thrice daily self‐initiated ecological momentary assessment surveys (N = 42, observations = 915) to examine whether 1) moments of high affective arousal are characterized by momentary differences in emotion differentiation among individuals in the first year of a current AUD recovery attempt, and 2) individuals’ average emotion differentiation would predict subsequent alcohol use measured by the timeline follow‐back over a 3‐month follow‐up period. Results Multilevel models showed that moments (Level 1) of higher‐than‐average negative affect (p < 0.001) and/or stress (p = 0.033) were characterized by less negative emotion differentiation, while moments of higher‐than‐average positive affect were characterized by greater positive emotion differentiation (p < 0.001). At the between‐person level (Level 2), participants with higher stress overall had lower negative emotion differentiation (p = 0.009). Linear regression showed that average negative, but not positive, emotion differentiation was inversely associated with percent drinking days over the subsequent 3‐month follow‐up period (p = 0.042). Neither form of average emotion differentiation was associated with drinking quantity. Conclusions We found that for individuals in early AUD recovery, affective states are associated with acute shifts in the capacity for emotion differentiation. Further, we found that average negative emotion differentiation prospectively predicts subsequent alcohol use.
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Affiliation(s)
- Noah N Emery
- Department of Psychology, Colorado State University, Fort Collins, Colorado, USA
| | - Kyle J Walters
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA.,Department of Psychology, University of South Dakota, Vermillion, South Dakota, USA
| | - Lili Njeim
- School of Public Health, Boston University, Boston, Massachusetts, USA
| | - Maya Barr
- Department of Psychology, Harvard University, Cambridge, Massachusetts, USA
| | - Daniella Gelman
- Emma Pendleton Bradley Hospital, Alpert Medical School, Brown University, Riverside, Rhode Island, USA
| | - David Eddie
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Eddie D, Bergman BG, Hoffman LA, Kelly JF. Abstinence versus moderation recovery pathways following resolution of a substance use problem: Prevalence, predictors, and relationship to psychosocial well-being in a U.S. national sample. Alcohol Clin Exp Res 2022; 46:312-325. [PMID: 34931320 PMCID: PMC8858850 DOI: 10.1111/acer.14765] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 12/15/2021] [Accepted: 12/16/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND Many people who report resolving an alcohol or other drug (AOD) problem continue some level of substance use. Little information exists, however, regarding the prevalence of this resolution pathway, or how continued substance use after resolving an AOD problem, relative to abstinence, relates to functioning, quality of life, and happiness (i.e., well-being). Greater knowledge of the prevalence and correlates of non-abstinent AOD problem resolution could inform public health messaging and clinical guidelines, while encouraging substance use goals likely to maximize well-being and reduce risks. METHODS We analyzed data from a nationally representative sample of individuals who endorsed having resolved an AOD problem (N = 2002). Analyses examined: (1) The prevalence of various substance use statuses coded from lowest to highest risk: (a) continuous abstinence from all AOD since problem resolution; (b) current abstinence from all AOD with some use since problem resolution; (c) current use of a substance reported as a secondary substance; (d) current use of the individual's primary substance only; or, (e) current use of a secondary and primary substance; (2) relationships between substance use status and demographic, clinical, and service use history measures; and (3) the relationship between substance use status and well-being. Weighted, controlled, regression analyses examined the influence of independent variables on substance use status. RESULTS (1) Prevalence: In this sample, 20.3% of patients endorsed continuous abstinence; 33.7% endorsed current abstinence; 21.0% endorsed current use of a secondary substance; 16.2% endorsed current use of a primary substance; and 8.8% endorsed current use of both a secondary and a primary substance. (2) Correlates: Lower-risk substance use status was associated with the initiation of regular substance use at an older age, more years since problem resolution, and fewer lifetime psychiatric diagnoses. (3) Well-Being: Controlling for pertinent confounds, lower-risk substance use status was independently associated with greater self-esteem, happiness, quality of life and functioning, and recovery capital, as well as less psychological distress. CONCLUSIONS About half of Americans who self-identify as having resolved an AOD problem continue to use AOD in some form. It appears that, although for many abstinence is not necessary to overcome an AOD problem, it is likely to lead to better functioning and greater well-being. Further, people appear to gravitate toward abstinence/lower risk substance use with greater time since problem resolution.
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Affiliation(s)
- David Eddie
- Recovery Research Institute Center for Addiction Medicine Massachusetts General HospitalHarvard Medical School Boston Massachusetts USA
| | - Brandon G. Bergman
- Recovery Research Institute Center for Addiction Medicine Massachusetts General HospitalHarvard Medical School Boston Massachusetts USA
| | - Lauren A. Hoffman
- Recovery Research Institute Center for Addiction Medicine Massachusetts General HospitalHarvard Medical School Boston Massachusetts USA
| | - John F. Kelly
- Recovery Research Institute Center for Addiction Medicine Massachusetts General HospitalHarvard Medical School Boston Massachusetts USA
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10
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Eddie D, Bates ME, Buckman JF. Closing the brain-heart loop: Towards more holistic models of addiction and addiction recovery. Addict Biol 2022; 27:e12958. [PMID: 32783345 PMCID: PMC7878572 DOI: 10.1111/adb.12958] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 07/09/2020] [Accepted: 07/26/2020] [Indexed: 01/03/2023]
Abstract
Much research seeks to articulate the brain structures and pathways implicated in addiction and addiction recovery. Prominent neurobiological models emphasize the interplay between cortical and limbic brain regions as a main driver of addictive processes, but largely do not take into consideration sensory and visceral information streams that link context and state to the brain and behavior. Yet these brain-body information streams would seem to be necessary elements of a comprehensive model of addiction. As a starting point, we describe the overlap between one current model of addiction circuitry and the neural network that not only regulates cardiovascular system activity but also receives feedback from peripheral cardiovascular processes through the baroreflex loop. We highlight the need for neurobiological, molecular, and behavioral studies of neural and peripheral cardiovascular signal integration during the experience of internal states and environmental contexts that drive alcohol and other drug use behaviors. We end with a call for systematic, mechanistic research on the promising, yet largely unexamined benefits to addiction treatment of neuroscience-informed, adjunctive interventions that target the malleability of the cardiovascular system to alter brain processes.
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Affiliation(s)
- David Eddie
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA,Harvard Medical School, Harvard University, Boston, Massachusetts, USA
| | - Marsha E. Bates
- Department of Kinesiology and Health, Rutgers University, New Brunswick, New Jersey, USA,Center of Alcohol and Substance Use Studies, Rutgers University, New Brunswick, New Jersey, USA
| | - Jennifer F. Buckman
- Department of Kinesiology and Health, Rutgers University, New Brunswick, New Jersey, USA,Center of Alcohol and Substance Use Studies, Rutgers University, New Brunswick, New Jersey, USA
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11
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Srinivasan C, Phan BN, Lawler AJ, Ramamurthy E, Kleyman M, Brown AR, Kaplow IM, Wirthlin ME, Pfenning AR. Addiction-Associated Genetic Variants Implicate Brain Cell Type- and Region-Specific Cis-Regulatory Elements in Addiction Neurobiology. J Neurosci 2021; 41:9008-9030. [PMID: 34462306 PMCID: PMC8549541 DOI: 10.1523/jneurosci.2534-20.2021] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 06/18/2021] [Accepted: 07/10/2021] [Indexed: 12/14/2022] Open
Abstract
Recent large genome-wide association studies have identified multiple confident risk loci linked to addiction-associated behavioral traits. Most genetic variants linked to addiction-associated traits lie in noncoding regions of the genome, likely disrupting cis-regulatory element (CRE) function. CREs tend to be highly cell type-specific and may contribute to the functional development of the neural circuits underlying addiction. Yet, a systematic approach for predicting the impact of risk variants on the CREs of specific cell populations is lacking. To dissect the cell types and brain regions underlying addiction-associated traits, we applied stratified linkage disequilibrium score regression to compare genome-wide association studies to genomic regions collected from human and mouse assays for open chromatin, which is associated with CRE activity. We found enrichment of addiction-associated variants in putative CREs marked by open chromatin in neuronal (NeuN+) nuclei collected from multiple prefrontal cortical areas and striatal regions known to play major roles in reward and addiction. To further dissect the cell type-specific basis of addiction-associated traits, we also identified enrichments in human orthologs of open chromatin regions of female and male mouse neuronal subtypes: cortical excitatory, D1, D2, and PV. Last, we developed machine learning models to predict mouse cell type-specific open chromatin, enabling us to further categorize human NeuN+ open chromatin regions into cortical excitatory or striatal D1 and D2 neurons and predict the functional impact of addiction-associated genetic variants. Our results suggest that different neuronal subtypes within the reward system play distinct roles in the variety of traits that contribute to addiction.SIGNIFICANCE STATEMENT We combine statistical genetic and machine learning techniques to find that the predisposition to for nicotine, alcohol, and cannabis use behaviors can be partially explained by genetic variants in conserved regulatory elements within specific brain regions and neuronal subtypes of the reward system. Our computational framework can flexibly integrate open chromatin data across species to screen for putative causal variants in a cell type- and tissue-specific manner for numerous complex traits.
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Affiliation(s)
- Chaitanya Srinivasan
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - BaDoi N Phan
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
- Medical Scientist Training Program, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania 15213
| | - Alyssa J Lawler
- Department of Biological Sciences, Mellon College of Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Easwaran Ramamurthy
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Michael Kleyman
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Ashley R Brown
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Irene M Kaplow
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Morgan E Wirthlin
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Andreas R Pfenning
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
- Department of Biological Sciences, Mellon College of Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
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12
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Smyth D, Wilson C, Searby A. Undergraduate nursing student knowledge and attitudes of healthcare consumers with problematic alcohol and other drug use: A scoping review. Int J Ment Health Nurs 2021; 30 Suppl 1:1293-1309. [PMID: 34363429 DOI: 10.1111/inm.12923] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 06/20/2021] [Accepted: 07/29/2021] [Indexed: 11/30/2022]
Abstract
Problematic alcohol and other drug use has a significant societal, personal, and financial burden. Nurses are key in responding to problematic alcohol and other drug use; however, research indicates many nurses hold negative attitudes towards people with substance and alcohol use disorders. Further, little content exists in most undergraduate degrees to address stigma held by new nurses. The objective of this scoping review, structured using Arksey and O'Malley's (International Journal of Social Research Methodology: Theory and Practice, 8 (1), 19-32, 2005) framework, is to examine studies that either explore or attempt to improve the knowledge and attitudes of undergraduate nurses caring for people who use alcohol and other drugs. Our initial search located 610 articles, and after screening, 14 articles were appraised using the Mixed Methods Appraisal Tool (MMAT) and included in this review. Most of the papers appraised were small, localized studies using evaluation methods considered low quality, but showed promising results in addressing stigma and confidence in providing care to people who use alcohol and other drugs. This review indicates that a consistent direction for improving knowledge and attitudes among undergraduate nursing students working with people who use alcohol and other drugs is urgently needed. Further studies of interventions, tested with more rigorous evaluation methodologies, are required to extend existing work in this area.
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Affiliation(s)
- Darren Smyth
- Alcohol and Other Drugs Service, Northern NSW Local Health District, Lismore, New South Wales, Australia
| | - Cate Wilson
- Alcohol and Other Drugs Service, Northern NSW Local Health District, Lismore, New South Wales, Australia
| | - Adam Searby
- Institute for Health Transformation, School of Nursing & Midwifery, Deakin University, Geelong, Victoria, Australia
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13
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Eddie D, White WL, Vilsaint CL, Bergman BG, Kelly JF. Reasons to be cheerful: Personal, civic, and economic achievements after resolving an alcohol or drug problem in the United States population. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2021; 35:402-414. [PMID: 33764087 PMCID: PMC8184567 DOI: 10.1037/adb0000689] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Alcohol and other drug (AOD) use disorders impose a prodigious personal and societal burden. While most remit, little is known about the achievements accrued as people accomplish and sustain addiction recovery. Greater knowledge regarding the nature and prevalence of such achievements, when such achievements occur, what factors influence accrual of achievements, and how such achievements relate to other indices of functioning would support treatment and policy planning, and may instill hope for individuals and families seeking AOD problem resolution. METHODS Nationally representative, cross-sectional survey of United States (US) population of persons who have overcome an AOD problem (N = 2,002), assessing individual factors and achievements in 4 domains: self-improvement; family engagement; civic, and economic participation. Logistic and linear regression models tested theorized associations among variables. RESULTS Most (80.1%) achieved at least one achievement associated with the 4 domains. A linear monotonic relationship was observed with greater achievements accruing with greater time in recovery. Accrual of achievements after AOD problem resolution was related to racial minority status, more education, earlier age of substance use initiation, illicit drugs as primary substance used, more years since resolving AOD problem, more psychiatric diagnoses, lower psychological distress, and regular 12-step program attendance. Multiple regression analyses found greater total achievements were independently associated with greater self-esteem, happiness, quality of life, and recovery capital. CONCLUSIONS Most individuals achieve an increasing number of achievements with time since AOD problem resolution, and these are associated with gains in measures of well-being that may support ongoing AOD problem remission, and recovery. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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14
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Sondhi A, Leidi A. Multiple Morbidities in an Inner-City English Substance Misuse Treatment Service: Hierarchical Cluster Analysis to Derive Treatment Segments. J Dual Diagn 2021; 17:135-142. [PMID: 33832405 DOI: 10.1080/15504263.2021.1896827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Comorbid needs of people attending substance use treatment has been well documented although there is an assumption of heterogeneity in the treated population. This study utilized hierarchical cluster analysis to explore the extent and nature of client segments within the treated population. Methods: A retrospective review of comorbid health and social needs of a random sample of client case-notes (n = 300) was undertaken on all people known to treatment in an urban, inner-London community out-patient treatment service during 2018-2019. A hierarchical cluster analysis using Ward's linkage method was implemented to explore the data to determine and describe emergent clusters. Inter cluster differences were investigated further by modeling methods. Results: High rates of physical health (63%) and mental health (50%) need were noted across the entire treatment population. The hierarchical clustering identified three discrete segments of the treatment population. The largest segment (46% of clients) was complex, socially impacted chaotic heroin and crack misusers exhibiting a wide range of multiple morbidities including social needs such as housing, unemployment and offending. This cluster also were more likely to report acute needs such as Emergency Department attendance, utilization of ambulatory services and will and episodic disengagement disengage episodically from treatment. A second segment (24% of clients) exhibited similar drug using profiles to the largest cluster, although with fewer comorbid issues. This cluster tended to be older and more likely to report respiratory conditions. A third cluster (25% of clients) was more likely to be alcohol misusers who were new to treatment. Conclusions: Treated populations are likely to be relatively heterogeneous across a range of social harms, physical and mental health needs. Identifying multidimensional needs of segments within treatment services allows for the creation of tailored treatment interventions.
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Affiliation(s)
- Arun Sondhi
- Therapeutic Solutions (Addictions), London, UK
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15
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Osborne B, Kelly PJ, Robinson LD, Ivers R, Deane FP, Larance B. Facilitators and barriers to integrating physical health care during treatment for substance use: A socio-ecological analysis. Drug Alcohol Rev 2020; 40:607-616. [PMID: 33094870 DOI: 10.1111/dar.13197] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 09/11/2020] [Accepted: 09/24/2020] [Indexed: 11/27/2022]
Abstract
INTRODUCTION AND AIMS Clinical practice guidelines recommend physical health be addressed when treating substance use disorders. Yet, the integration of alcohol and other drug (AOD) treatment and physical health care is seldom actualised. This is particularly the case in the non-government sector. Using the socio-ecological model as a framework, this study aimed to examine the facilitators and barriers to integrating physical health in non-government AOD services. DESIGN AND METHODS Interviews were conducted with residential and outpatient AOD services across New South Wales, Australia. Qualitative data were collected from service users (n = 20) and clinicians (n = 13). Interview data were transcribed then systematically coded and analysed using iterative categorisation. RESULTS Most staff recognised physical health care as a fundamental component of treatment for substance use even when there were personal, professional and structural barriers for doing so. Service users reported a diverse range of health and social benefits when physical health care was incorporated in to AOD treatment. An exception to this was some negative experiences with health-care providers that were not identified by staff. DISCUSSION AND CONCLUSIONS Findings highlight the importance of developing resources to enhance the health literacy and capacity of non-government AOD services to address the physical health of clients. Given some clients reported negative experiences with health-care providers that were not identified by staff, services should seek regular feedback from clients regarding their experiences with external providers. The effectiveness of existing and new physical health initiatives within non-government organisation AOD services needs more formal evaluation.
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Affiliation(s)
- Briony Osborne
- School of Psychology, University of Wollongong, Wollongong, Australia.,Illawarra Health and Medical Research Institute, Wollongong, Australia
| | - Peter J Kelly
- School of Psychology, University of Wollongong, Wollongong, Australia.,Illawarra Health and Medical Research Institute, Wollongong, Australia
| | - Laura D Robinson
- School of Psychology, University of Wollongong, Wollongong, Australia.,Illawarra Health and Medical Research Institute, Wollongong, Australia
| | - Rowena Ivers
- Graduate School of Medicine, University of Wollongong, Wollongong, Australia
| | - Frank P Deane
- School of Psychology, University of Wollongong, Wollongong, Australia.,Illawarra Health and Medical Research Institute, Wollongong, Australia
| | - Briony Larance
- School of Psychology, University of Wollongong, Wollongong, Australia.,Illawarra Health and Medical Research Institute, Wollongong, Australia
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16
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Integration of primary care into the substance use disorder outpatient treatment setting. J Am Assoc Nurse Pract 2020; 33:652-660. [DOI: 10.1097/jxx.0000000000000432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2019] [Accepted: 03/05/2020] [Indexed: 11/26/2022]
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17
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Eddie D, Vilsaint CL, Hoffman LA, Bergman BG, Kelly JF, Hoeppner BB. From working on recovery to working in recovery: Employment status among a nationally representative U.S. sample of individuals who have resolved a significant alcohol or other drug problem. J Subst Abuse Treat 2020; 113:108000. [PMID: 32359673 PMCID: PMC7450389 DOI: 10.1016/j.jsat.2020.108000] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 03/02/2020] [Accepted: 03/08/2020] [Indexed: 12/15/2022]
Abstract
Alcohol and other drug (AOD) use disorders exact a prodigious annual economic toll in the United States (U.S.), driven largely by lost productivity due to illness-related absenteeism, underemployment, and unemployment. While recovery from AOD disorders is associated with improved health and functioning, little is known specifically about increases in productivity due to new or resumed employment and who may continue to struggle. Also, because employment can buffer relapse risk by providing structure, meaning, purpose, and income, greater knowledge in this regard would inform relapse prevention efforts as well as employment-related policy. We conducted a cross-sectional, nationally representative survey of the U.S. adult population assessing persons who reported having resolved an AOD problem (n = 2002). Weighted employment, unemployment, retirement, and disability statistics were compared to the general U.S. population. Logistic and linear regression models tested for differences in employment and unemployment among demographic categories and measures of well-being. Compared to the general U.S. population, individuals who had resolved an AOD problem were less likely to be employed or retired, and more likely to be unemployed and disabled. Certain recovering subgroups, including those identifying as black and those with histories of multiple arrests, were further disadvantaged. Conversely, certain factors, such as a higher level of education and less prior criminal justice involvement were associated with lower unemployment risk. Despite being in recovery from an AOD problem, individuals continue to struggle with obtaining employment, particularly black Americans and those with prior criminal histories. Given the importance of employment in addiction recovery and relapse prevention, more research is needed to identify employment barriers so that they can be effectively addressed.
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Affiliation(s)
- David Eddie
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, 151 Merrimac St. 6(th) Floor, Boston, MA 02114 617-643-9194, United States of America.
| | - Corrie L Vilsaint
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, 151 Merrimac St. 6(th) Floor, Boston, MA 02114 617-643-9194, United States of America
| | - Lauren A Hoffman
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, 151 Merrimac St. 6(th) Floor, Boston, MA 02114 617-643-9194, United States of America
| | - Brandon G Bergman
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, 151 Merrimac St. 6(th) Floor, Boston, MA 02114 617-643-9194, United States of America
| | - John F Kelly
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, 151 Merrimac St. 6(th) Floor, Boston, MA 02114 617-643-9194, United States of America
| | - Bettina B Hoeppner
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, 151 Merrimac St. 6(th) Floor, Boston, MA 02114 617-643-9194, United States of America
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18
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Osborne B, Kelly PJ, Larance B, Robinson LD, Ivers R, Deane FP, Webber A, Kelly D. Substance Use and Co-occurring Physical Health Problems: File Review of a Residential Drug and Alcohol Treatment Service. J Dual Diagn 2020; 16:250-259. [PMID: 31877110 DOI: 10.1080/15504263.2019.1704960] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Objectives: Physical health conditions cause significant disability and mortality among people living with alcohol and other drug problems. There has been limited research on the prevalence of health problems among clinical samples of people with substance use disorders, particularly among those in residential treatment. Yet residential settings provide unique opportunity for responding to health needs. To better understand the health of people attending treatment for substance use disorders, this study conducted a file review to examine the prevalence of physical health problems as identified during routine residential care. Methods: A retrospective review of client files collected between 2013 and 2017 (N = 172) was completed at a residential treatment service in NSW, Australia. Data were extracted to examine the prevalence of physical health problems recorded at entry into treatment. Correlates of health problems were estimated using bivariate descriptive analyses and logistic regression. Results: The majority of clients in treatment for substance use had a comorbid physical health problem (80.7%). Musculoskeletal problems were the most frequently reported medical issue (38.6%). Odds for some physical health problems were related to client gender, age, and primary substance of concern. Male gender remained the strongest predictor of dental health problems when controlling for age and substance type (odds ratio [OR] = 3.60). Primary alcohol use remained the strongest predictor of nutritional deficiencies when controlling for client age (OR = 4.43). Among clients with a physical health problem and who had a treatment episode of at least 14 days (n = 110), just over half (55.5%) were referred to a health-related practitioner or service during their treatment episode. Conclusions: This study contributes to the literature by reporting on the incidence of physical health problems among people in residential treatment for substance use disorders. The high prevalence of physical health morbidity iterates the role of non-medical staff working within drug and alcohol services in the identification of client health needs. The findings support calls for systematic screening of physical health as part of routine care for substance use disorders improved integration of substance treatment and the broader primary health care system.
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Affiliation(s)
- Briony Osborne
- Illawarra Health and Medical Research Institute, Wollongong, Australia.,School of Psychology, University of Wollongong, Wollongong, Australia
| | - Peter J Kelly
- Illawarra Health and Medical Research Institute, Wollongong, Australia.,School of Psychology, University of Wollongong, Wollongong, Australia
| | - Briony Larance
- Illawarra Health and Medical Research Institute, Wollongong, Australia.,School of Psychology, University of Wollongong, Wollongong, Australia
| | - Laura D Robinson
- Illawarra Health and Medical Research Institute, Wollongong, Australia.,School of Psychology, University of Wollongong, Wollongong, Australia
| | - Rowena Ivers
- School of Public Health, University of Sydney, Sydney, Australia.,Graduate School of Medicine, University of Wollongong, Wollongong, Australia
| | - Frank P Deane
- Illawarra Health and Medical Research Institute, Wollongong, Australia.,School of Psychology, University of Wollongong, Wollongong, Australia
| | - Adrian Webber
- St Vincent de Paul Services, Lewisham, New South Wales, Australia
| | - David Kelly
- St Vincent de Paul Services, Lewisham, New South Wales, Australia
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