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Hawn SE, Cusack SE, George B, Sheerin CM, Dick D, Amstadter AB. Diagnostic validity of the PC-PTSD screen in college students. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2022; 70:1909-1919. [PMID: 33253061 PMCID: PMC8164645 DOI: 10.1080/07448481.2020.1841768] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Revised: 08/19/2020] [Accepted: 10/18/2020] [Indexed: 06/12/2023]
Abstract
Objective: The purpose of this study was to test the diagnostic validity of the Primary Care PTSD screen (PC-PTSD) in a generalizable college sample and to examine potential differences in its predictive efficacy according to sex and racial/ethnic identity. An exploratory aim was to determine whether PC-PTSD symptom items differentially predicted PTSD diagnostic status. Participants: Data from 475 undergraduates were analyzed. Methods: Logistic regressions were conducted to examine the relationship between different PC-PTSD endorsement thresholds and probable PTSD among various subsamples. Follow-up tests of diagnostic accuracy were performed. Results: Results of this study indicated that the PC-PTSD identified PTSD among college students with poor accuracy. Furthermore, the PC-PTSD did not demonstrate equal predictive validity across neither sex nor racial/ethnic identity. Endorsement of reexperiencing symptoms appeared to be the strongest predictor of PTSD. Conclusions: Results highlight the clear need for a validated PTSD screener effective for a diverse college population.
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Affiliation(s)
- Sage E. Hawn
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
- Department of Psychology, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Shannon E. Cusack
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
- Department of Psychology, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Brianna George
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Christina M. Sheerin
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
| | | | - Danielle Dick
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Ananda B. Amstadter
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
- Department of Human and Molecular Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
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2
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George BA, Bountress KE, Brown RC, Hawn SE, Weida EAB, McDonald SD, Pickett T, Danielson CK, Sheerin CM, Amstadter AB. Does Prior Civilian Trauma Moderate the Relationship Between Combat Trauma and Post-deployment Mental Health Symptoms? JOURNAL OF INTERPERSONAL VIOLENCE 2022; 37:NP4604-NP4625. [PMID: 32954915 PMCID: PMC7979570 DOI: 10.1177/0886260520958659] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
In addition to combat trauma, childhood and adult non-military, interpersonal trauma exposures have been linked to a range of psychiatric symptoms (e.g., alcohol use problems, posttraumatic stress disorder [PTSD], depression symptoms) in veterans. However, few studies simultaneously explore the associations between these civilian and combat trauma types and mental health outcomes. Using a sample of combat-exposed veterans who were previously deployed to Iraq and Afghanistan (N = 302), this study sought to (a) understand the independent associations of civilian interpersonal trauma (i.e., childhood trauma and non-military adult trauma) and combat-related trauma with post-deployment alcohol use, PTSD symptoms, and depressive symptoms, respectively and (b) to examine the interactive effects of trauma type to test whether childhood and non-military adult trauma moderate the association of combat trauma with these outcomes. A path analytic framework was used to allow for the simultaneous prediction of these associations. In the final model non-military adult trauma and combat trauma were found to be significantly associated with PTSD symptoms and depression symptoms, but not average amount of drinks consumed per drinking day. Childhood trauma was not associated with any outcomes (i.e., PTSD symptoms, depression symptoms, average amount of drinks consumed per day). Only combat trauma was significantly associated with average amount of drinks consumed per day. Results underscore the importance of assessing multiple trauma types and considering trauma as a non-specific risk factor, as different trauma types may differentially predict various mental health outcomes other than PTSD. Further, results highlight the noteworthiness of considering co-occurring outcomes within the veteran community. Limitations, future directions, and implications of diversity are discussed.
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Affiliation(s)
| | | | - Ruth C. Brown
- Virginia Commonwealth University, Richmond, VA, United States
| | - Sage E. Hawn
- Virginia Commonwealth University, Richmond, VA, United States
| | | | - Scott D. McDonald
- Hunter Holmes McGuire VA Medical Center, Richmond, VA, United States
| | - Treven Pickett
- National Intrepid Center of Excellence (NICoE), Walter Reed National Military Medical Center, Bethesda, MD, United States
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3
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Christ NM, Byllesby BM, Elhai JD. The Effect of Cognitive-Affective Factors on PTSD and Alcohol Use Symptoms: An Investigation on Rumination, Suppression, and Reappraisal. Subst Use Misuse 2022; 57:2053-2062. [PMID: 36305851 DOI: 10.1080/10826084.2022.2129997] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
Background: Posttraumatic stress disorder (PTSD) and alcohol use disorder (AUD) are mental health conditions that often co-occur. The complexity of this comorbidity is well-documented, though the role of malleable cognitive-affective factors in PTSD/AUD warrants further study. Specifically, attaining a more comprehensive understanding of the role of malleable cognitive-affective factors in individuals with symptoms of PTSD/AUD may have important implications for future research, such as in treatment-seeking individuals. Extant examinations of cognitive-affective factors have demonstrated unique associations of cognitive reappraisal, expressive suppression, and rumination in PTSD symptom severity, though these effects had yet to be explored in subgroups of comorbid PTSD/AUD.Methods: In a sample of trauma-exposed individuals (n = 334) recruited to participate through an internet labor market, we first empirically examined latent subgroups of PTSD/AUD symptoms using latent profile analysis, then included expressive suppression, cognitive reappraisal, and four dimensions in the model to elucidate their role in specific profile patterns of PTSD/AUD symptom typologies.Results: Our results support a four-class model of PTSD/AUD symptoms, with unique predictive effects of expressive suppression, problem-focused thoughts, repetitive thoughts, and anticipatory thoughts on latent profile status.Conclusions: These findings may have important implications for future research focused on examining cognitive-affective patterns as they apply to intervention techniques in treatment-seeking individuals with symptoms of PTSD/AUD.
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Affiliation(s)
- Nicole M Christ
- Department of Psychology, University of Toledo, Toledo, Ohio, USA
| | - Brianna M Byllesby
- Department of Psychology, University of South Dakota, Vermillion, South Dakota, USA
| | - Jon D Elhai
- Department of Psychology, University of Toledo, Toledo, Ohio, USA
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4
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Moradi Y, Dowran B, Sepandi M. The global prevalence of depression, suicide ideation, and attempts in the military forces: a systematic review and Meta-analysis of cross sectional studies. BMC Psychiatry 2021; 21:510. [PMID: 34654386 PMCID: PMC8520236 DOI: 10.1186/s12888-021-03526-2] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 10/08/2021] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Given the wide range of depressive disorders, suicidal ideation and suicide attempts in various military studies around the world, determining the exact prevalence of these disorders in line with health planning as well as care and treatment service designing for military forces can be useful. The aim of the present meta-analysis was to determine the pooled prevalence of depressive disorders, suicide thoughts, and attempts in the military. METHODS The present systematic review and meta-analysis study was performed based on PRISMA criteria in 5 steps of the search strategy, screening and selection of articles, data extraction, evaluation of article quality and meta-analysis. International databases (PubMed (Medline), Scopus, Web of science, Embase (Elsevier), PsycInfo (Ovid), Cochrane CENTRAL (Ovid)) were searched using related keywords extracted from Mesh and Emtree. After screening and final selection of articles, data were extracted and qualitative evaluation was performed using the NOS checklist. RESULTS The results of meta-analysis showed that the prevalence of depression in active military forces and veterans was 23% (%95 CI: 20-26%) and 20% (%95 CI: 18-22%), respectively. In addition, the prevalence of suicidal ideation and attempts in the military was 11% (%95 CI: 10-13%) and 11% (%95 CI: 9-13%), respectively. The prevalence of suicide ideation and attempts in drug-using military was 18% (%95 CI: 7-33%) and 30% (%95 CI: 23-36%), respectively. The prevalence of suicidal ideation and attempts in military consuming alcohol were 9% (%95 CI: 4-13%) and 8% (%95 CI: 7-10%), respectively. In militaries with AIDS / HIV, the prevalence of suicide attempts was 5% (%95 CI: 4-8%). CONCLUSION Therefore, it is necessary to develop and design training and intervention programs in order to increase the awareness of the military, especially veterans, to prevent the occurrence of suicide and depression.
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Affiliation(s)
- Yousef Moradi
- grid.411521.20000 0000 9975 294XHealth Research Center, Life Style Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran ,grid.484406.a0000 0004 0417 6812Social Determinants of Health Research Center, Research Institute for Health Development, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Behnaz Dowran
- grid.411521.20000 0000 9975 294XBehavioral Sciences Research Center, Life style institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Mojtaba Sepandi
- Health Research Center, Life Style Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran.
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Minhas M, Oshri A, Amlung M, Dennhardt A, Ferro M, Halladay J, Munn C, Tucker J, Murphy J, MacKillop J. Latent Profile Analysis of Heavy Episodic Drinking in Emerging Adults: A Reinforcer Pathology Approach. Alcohol Clin Exp Res 2020; 44:2130-2140. [PMID: 32965723 DOI: 10.1111/acer.14438] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 08/12/2020] [Indexed: 12/31/2022]
Abstract
BACKGROUND Heavy episodic drinking (HED) is a major public health problem among emerging adults (individuals 18 to 25), but with considerable heterogeneity in concurrent substance use and psychopathology. The current study used latent profile analysis (LPA) to detect discrete subgroups of HED based on alcohol, other drug severity, and concurrent psychopathology. A reinforcer pathology approach was used to understand motivational differences among the latent subgroups. METHODS Participants were 2 samples of emerging adults reporting regular HED, 1 Canadian (n = 730) and 1 American (n = 602). Indicators for the LPA were validated dimensional self-report assessments of alcohol severity, cannabis severity, other drug severity, nicotine dependence, depression, anxiety, posttraumatic stress disorder, and attention-deficit/hyperactivity disorder. Reinforcer pathology indicators were measures of alcohol demand, proportionate substance-related reinforcement, and discounting of future rewards. RESULTS The LPA yielded parallel 3-class solutions in both samples. The largest subgroup was characterized by comparatively low substance severity and psychopathology (Low overall severity). The second largest subgroup was characterized by comparatively high alcohol and other drug severity (excluding tobacco) and high levels of psychopathology (Heavy alcohol & high psychiatric severity). The third subgroup exhibited high alcohol, smoking and intermediate levels of other substance use and psychopathology (Heavy alcohol, smoking, & intermediate psychiatric severity). The Heavy alcohol & high psychiatric severity and Heavy alcohol, smoking, & intermediate psychiatric severity subgroups exhibited significantly higher alcohol demand, greater proportionate substance-related reinforcement, and steeper delay discounting. CONCLUSIONS Parallel latent subgroups of emerging adults engaging in HED were present in both samples, and the high-risk subgroups were significantly differentiated by the reinforcer pathology indicators. These latent profiles may ultimately inform heterogeneity in the longitudinal course of HED in emerging adults.
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Affiliation(s)
- Meenu Minhas
- From the, Peter Boris Centre for Addictions Research, (MM, MA, CM, JMa), St. Joseph's Healthcare Hamilton, McMaster University, Hamilton, ON, Canada
| | - Assaf Oshri
- Department of Human Development and Family Sciences, (AO), University of Georgia, Athens, Georgia
| | - Michael Amlung
- From the, Peter Boris Centre for Addictions Research, (MM, MA, CM, JMa), St. Joseph's Healthcare Hamilton, McMaster University, Hamilton, ON, Canada.,Department of Applied Behavioral Science, (MA), University of Kansas, Lawrence, Kansas.,Cofrin Logan Center for Addiction Research and Treatment, (MA), University of Kansas, Lawrence, Kansas
| | - Ashley Dennhardt
- Department of Psychology, (AD, JMu), University of Memphis, Memphis, Tennessee
| | - Mark Ferro
- School of Public and Health Systems, (MF), University of Waterloo, Waterloo, ON, Canada
| | - Jillian Halladay
- Offord Centre for Child Studies, (JH), McMaster University, Hamilton, ON, Canada
| | - Catharine Munn
- From the, Peter Boris Centre for Addictions Research, (MM, MA, CM, JMa), St. Joseph's Healthcare Hamilton, McMaster University, Hamilton, ON, Canada
| | - Jalie Tucker
- Department of Health Education & Behavior, (JT), Center for Behavioral Economic Health Research, University of Florida, Gainsville, Florida
| | - James Murphy
- Department of Psychology, (AD, JMu), University of Memphis, Memphis, Tennessee
| | - James MacKillop
- From the, Peter Boris Centre for Addictions Research, (MM, MA, CM, JMa), St. Joseph's Healthcare Hamilton, McMaster University, Hamilton, ON, Canada
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6
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Moody RL, Savarese E, Gurung S, Rendina HJ, Parsons JT. The Mediating Role of Psychological Distress in the Association between Harassment and Alcohol Use among Lesbian, Gay, and Bisexual Military Personnel. Subst Use Misuse 2020; 55:2055-2063. [PMID: 32657197 PMCID: PMC7518327 DOI: 10.1080/10826084.2020.1790007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
BACKGROUND The purpose of this study was to examine the mediating role of psychological distress on the associations between two forms of harassment, military sexual trauma (MST) and sexual orientation-based discrimination (SOBD), and alcohol use in a sample of lesbian, gay, and bisexual (LGB) military personnel. Methods: Data were analyzed from 254 LGB military service members in the United States. Bivariate associations were examined between MST, SOBD, anxiety and depression, distress in response to stressful military events, and alcohol use. A latent psychological distress factor was estimated using anxiety and depression, and distress in response to stressful military events. Path analyses were used to estimate the direct effects of MST and SOBD on alcohol use and the indirect effects of MST and SOBD on alcohol use through psychological distress. Results: All bivariate associations were positive and significant between MST, SOBD, anxiety and depression, distress in response to military events, and alcohol use. In multivariable analyses, after adjusting for demographic covariates, a significant indirect effect was observed for SOBD on alcohol use through psychological distress. MST was not directly or indirectly associated with alcohol use when SOBD was included in the path model. Conclusion: Overall, findings suggest SOBD is associated with poorer mental health, which in turn places LGB military personnel at greater risk of alcohol use and associated problems. These results affirm the need for interventions that reduce SOBD in the military and suggest that these interventions will have a positive impact on the health of LGB military personnel.
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Affiliation(s)
- Raymond L. Moody
- Department of Psychology, Hunter College of the City University of New York (CUNY), New York, NY, USA
- Health Psychology and Clinical Science Doctoral Program, The Graduate Center of the City University of New York (CUNY), New York, NY, USA
| | | | - Sitaji Gurung
- Department of Psychology, Hunter College of the City University of New York (CUNY), New York, NY, USA
- Department of Community Health and Social Sciences, The City University of New York (CUNY) Graduate School of Public Health and Health Policy, New York, NY, USA
| | - H. Jonathon Rendina
- Department of Psychology, Hunter College of the City University of New York (CUNY), New York, NY, USA
- Health Psychology and Clinical Science Doctoral Program, The Graduate Center of the City University of New York (CUNY), New York, NY, USA
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7
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Herrold AA, Kletzel SL, Mallinson T, Pape TLB, Weaver JA, Guernon A, Smith B, Babcock-Parziale J, High WM, Sesso-Osburn F, Vis L. Psychometric measurement properties of the world health organization disability assessment schedule 2.0 (WHODAS) evaluated among veterans with mild traumatic brain injury and behavioral health conditions. Disabil Rehabil 2019; 43:1313-1322. [PMID: 31549869 DOI: 10.1080/09638288.2019.1660914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
PURPOSE Examine the psychometric properties of the World Health Organization Disability Assessment Schedule 2.0 among U.S. Iraq/Afghanistan Veterans with a combination of mild traumatic brain injury and behavioral health conditions using Rasch analysis. METHODS 307 Veterans were classified as either combat control (n = 141), or one of three clinical groups: mild traumatic brain injury (n = 10), behavioral health conditions (n = 24), or both (n = 128). Data from the three clinical groups were used to establish step and item calibrations serving as anchors when including the control group. RESULTS Measurement precision was excellent (person separation reliability = 0.93). Ordering of item calibrations formed a logical hierarchy. Test items were off-target (too easy) for the clinical groups. Principal component analysis indicated unidimensionality although 4/36 items misfit the measurement model. No meaningful differential item functioning was detected. There was a moderate effect size (Hedge's g = 1.64) between the control and clinical groups. CONCLUSIONS The World Health Organization Disability Assessment Schedule was suitable for our study sample, distinguishing 4 levels of functional ability. Although items may be easy for some Veterans with mild traumatic brain injury and/or behavioral health conditions, the World Health Organization Disability Assessment Schedule can be used to capture disability information for those with moderate to severe disability.Implications for rehabilitationPersistent functional disability is seen in military and civilian populations with mild traumatic brain injury which often co-occurs with behavioral health conditions.A comprehensive measure of disability is needed to distinguish between levels of disability to inform clinical decisions for individual patients and to detect treatment effects between groups in research.Results of this analysis indicate the World Health Organization Disability Assessment Schedule items are sufficiently unidimensional to evaluate level of disability in the moderate and severe range among persons with mild traumatic brain injury with and without behavioral health conditions.Further examination of the psychometric properties of the World Health Organization.Disability Assessment Schedule is necessary before measurement of disability is recommended for those with less than moderate levels of disability.
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Affiliation(s)
- Amy A Herrold
- Research Service and Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr., VA Hospital, Hines, IL, USA.,Department of Psychiatry and Behavioral Sciences, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Sandra L Kletzel
- Research Service and Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr., VA Hospital, Hines, IL, USA
| | - Trudy Mallinson
- Department of Clinical Research and Leadership, School of Medicine and Health Sciences, The George Washington University, Washington, DC, USA
| | - Theresa L Bender Pape
- Research Service and Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr., VA Hospital, Hines, IL, USA.,Department of Physical Medicine and Rehabilitation, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Jennifer A Weaver
- Department of Clinical Research and Leadership, School of Medicine and Health Sciences, The George Washington University, Washington, DC, USA
| | - Ann Guernon
- Research Service and Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr., VA Hospital, Hines, IL, USA.,Department of Research, Marianjoy Rehabilitation Hospital/Northwestern Medicine, Wheaton, IL, USA
| | - Bridget Smith
- Research Service and Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr., VA Hospital, Hines, IL, USA.,Department of Pediatrics, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | | | - Walter M High
- New Mexico VA Health Care System, Albuquerque, NM, USA
| | | | - Lynnea Vis
- Medical Service Corps, United States Navy
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Vaughan Sarrazin M, Rosenthal GE, Turvey CL. Empirical-Based Typology of Health Care Utilization by Medicare Eligible Veterans. Health Serv Res 2018; 53 Suppl 3:5181-5200. [PMID: 29896771 DOI: 10.1111/1475-6773.12995] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE Up to 70 percent of patients who receive care through Veterans Health Administration (VHA) facilities also receive care from non-VA providers. Using applied classification techniques, this study sought to improve understanding of how elderly VA patients use VA services and complementary use of non-VA care. METHODS The study included 1,721,900 veterans age 65 and older who were enrolled in VA and Medicare during 2013 with at least one VA encounter during 2013. Outpatient and inpatient encounters and medications received in VA were classified, and mutually exclusive patient subsets distinguished by patterns of VA service use were derived empirically using latent class analysis (LCA). Patient characteristics and complementary use of non-VA care were compared by patient subset. RESULTS Five patterns of VA service use were identified that were distinguished by quantity of VA medical and specialty services, medication complexity, and mental health services. Low VA Medical users tend to be healthier and rely on non-VA services, while High VA users have multiple high cost illnesses and concentrate their care in the VA. CONCLUSIONS VA patients distinguished by patterns of VA service use differ in illness burden and the use of non-VA services. This information may be useful for framing efforts to optimize access to care and care coordination for elderly VA patients.
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Affiliation(s)
- Mary Vaughan Sarrazin
- Iowa City VA Health Care System, Iowa City, IA.,Department of Internal Medicine, University of Iowa, Iowa City, IA
| | - Gary E Rosenthal
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Carolyn L Turvey
- Comprehensive Access and Delivery Research and Evaluation (CADRE), Iowa City VA Health Care System, Iowa City, IA.,Department of Psychiatry, University of Iowa, Iowa City, IA
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9
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Ramo DE, Bahorik AL, Delucchi KL, Campbell CI, Satre DD. Alcohol and Drug Use, Pain and Psychiatric Symptoms among Adults Seeking Outpatient Psychiatric Treatment: Latent Class Patterns and Relationship to Health Status. J Psychoactive Drugs 2017; 50:43-53. [PMID: 29199899 DOI: 10.1080/02791072.2017.1401185] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND Substance use, psychiatric problems, and pain frequently co-occur, yet clinical profiles of treatment-seeking patients are poorly understood. To inform service and treatment planning, substance use and symptom patterns were examined in an outpatient psychiatry clinic, along with the relationship of these patterns to demographic characteristics and physical health. METHODS Patients (N = 405; age M = 38; 69% White; 60% female) presenting for intake in a psychiatry outpatient clinic completed a computerized assessment of psychiatric problems, drinking, and drug use. Substance use and psychiatric symptom patterns among the sample were identified using latent class analysis. RESULTS A 4-class model fit the data best: Class (1) Moderate symptoms/wide-range users (22.0%) had moderate depression and panic; tobacco, cocaine, hallucinogen, and ecstasy use; and high cannabis use. Class (2) Moderate depression/panic (37.8%) had moderate depression and panic. Class (3) Depression/anxiety, tobacco, and cannabis users (28.0%) had high depression, obsessions, and panic, and moderate pain severity, social phobia, compulsions, trauma, tobacco, and cannabis use. Class (4) Severe/wide range symptoms/users (12.0%) had high panic, depression, social phobia, obsessions, drug use, and moderate pain. Gender, ethnicity, and health status varied by class. CONCLUSIONS Findings highlight the preponderance of substance use (particularly cannabis) and its relationship to psychiatric symptom severity, pain, and health status among those presenting for mental health treatment.
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Affiliation(s)
- Danielle E Ramo
- a Assistant Professor of Psychiatry, Department of Psychiatry , Weill Institute for Neurosciences, and Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco , San Francisco , CA , USA
| | - Amber L Bahorik
- b Postdoctoral Scholar, Department of Psychiatry and Weill Institute for Neurosciences , University of California, San Francisco , San Francisco , CA , USA
| | - Kevin L Delucchi
- c Professor of Psychiatry, Department of Psychiatry, Weill Institute for Neurosciences, and Helen Diller Family Comprehensive Cancer Center , University of California, San Francisco , San Francisco , CA , USA
| | - Cynthia I Campbell
- d Research Scientist II, Division of Research , Kaiser Permanente Northern California , Oakland , CA , USA
| | - Derek D Satre
- e Associate Professor of Psychiatry, Department of Psychiatry, Weill Institute for Neurosciences , University of California, San Francisco , San Francisco , CA , USA
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