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Hruska B, Piccirillo ML, Lenferink LIM, Pacella-LaBarbara ML, Contractor AA, Price M, Greene T. Making trauma ecological momentary assessment studies FAIR: review of design considerations and data procedures. Eur J Psychotraumatol 2025; 16:2477423. [PMID: 40116183 PMCID: PMC11934184 DOI: 10.1080/20008066.2025.2477423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 02/10/2025] [Accepted: 03/03/2025] [Indexed: 03/23/2025] Open
Abstract
Background: Ecological momentary assessment (EMA) involves collecting data from people in their everyday lives one or more times per day over the course of days, weeks, or months. EMA has been used in the traumatic stress field to better understand how trauma-relevant symptoms, experiences, and behaviours occur under naturalistic conditions and in relation to one another. The FAIR principles specify that data should be Findable, Accessible, Interoperable, and Reusable to maximise the knowledge gained from individual research studies. However, it is unclear how EMA design decisions and data procedures might affect the implementation of these principles.Objective: We articulate key design considerations and data procedures when performing trauma EMA research and outline some challenges and recommendations for implementing the FAIR data principles in trauma EMA research.Method and Results: Using examples from existing trauma EMA studies, we discuss the decisions made when preparing a trauma EMA study; data processing and analytic procedures performed following data collection; and challenges that exist for their implementation, as well as practices that trauma EMA researchers can incorporate into their research to promote FAIR data.Conclusions: Implementing the FAIR data principles in trauma EMA research is critical to advancing scientific knowledge. Researchers should deposit their data in reputable repositories and include documentation detailing design decisions and the steps taken to clean and prepare data. Many challenges remain for the implementation of these practices including balancing privacy concerns and efforts to make trauma EMA data readily shareable.
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Affiliation(s)
- Bryce Hruska
- Department of Public Health, Syracuse University, Syracuse, NY, USA
| | - Marilyn L. Piccirillo
- Department of Psychiatry, Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA
| | - Lonneke I. M. Lenferink
- Department of Psychology, Health & Technology, Faculty of Behavioural Management and Social Sciences, University of Twente, Enschede, the Netherlands
| | | | | | - Matthew Price
- Department of Psychological Science, University of Vermont, Burlington, VT, USA
| | - Talya Greene
- Department of Clinical, Educational and Health Psychology, University College London, London, UK
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Vieira JL, Coelho SG, Snaychuk LA, Tabri N, Dawson SJ, Hodgins DC, Keough MT, Shead NW, Kim HS. Mental Health and Dispositional Predictors of Simultaneous Versus Concurrent Cannabis and Alcohol Use in a Canadian Context. CANNABIS (ALBUQUERQUE, N.M.) 2024; 7:41-60. [PMID: 39781556 PMCID: PMC11705038 DOI: 10.26828/cannabis/2024/000256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
Objective Cannabis has become more available in Canada since its legalization in 2018. Many individuals who use cannabis also use alcohol (co-use), which can be used either at the same time such that their effects overlap (simultaneous use) or at different times (concurrent use). Though studies have identified predictors of co-use relative to single-substance use, less is known about the predictors of specific types of co-use. The present study examined the mental health and dispositional predictors of simultaneous relative to concurrent use of the two legal substances (cannabis and alcohol) among adults in Canada. Method Canadian adults reporting past-year use of both cannabis and alcohol (N = 1,761) were recruited from Academic Prolific and six Canadian universities. Participants completed online self-report measures of demographic characteristics, cannabis and alcohol co-use, mental health symptoms, impulsivity, and personality traits. Results Binary logistic regression analyses revealed that when independent variables were each examined individually, greater severity of depression, anxiety, PTSD, and ADHD symptoms; greater negative urgency and lack of premeditation; and greater impulsivity each predicted an increased likelihood of reporting past-year simultaneous use relative to concurrent use. When independent variables were grouped into three separate models (mental health, impulsivity, and personality variables), greater anxiety symptom severity, ADHD symptom severity, negative urgency, and sensation seeking were each uniquely associated with an increased likelihood of simultaneous relative to concurrent use. Conclusions Individuals with elevated anxiety and ADHD symptoms, as well as negative urgency and sensation seeking, may be more inclined to engage in simultaneous use to self-medicate and achieve greater symptom reduction. Future studies may examine the directionality of these relations and motives (e.g., coping) that may differentiate simultaneous and concurrent use.
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Affiliation(s)
| | | | | | | | | | | | | | - N. Will Shead
- Department of Psychology, Mount Saint Vincent University
| | - Hyoun S. Kim
- Department of Psychology, Toronto Metropolitan University
- Department of Psychology, University of Calgary, Calgary
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Brockdorf AN, Brock RL, Nelson TD, DiLillo D. From sleep to sip? Examining a daily model of sleep and trauma-related drinking among sexual violence survivors. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2024:2025-35280-001. [PMID: 39418442 PMCID: PMC12003695 DOI: 10.1037/adb0001039] [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] [Indexed: 10/19/2024]
Abstract
OBJECTIVE Alcohol misuse is common among women who have experienced sexual violence and is often attributed to the self-medication model of alcohol use to alleviate posttraumatic stress disorder (PTSD) symptoms. Despite the proximal theorized role of PTSD symptoms, less attention has been given to daily associations between PTSD symptoms, trauma-related drinking to cope (TRD) motives, and ensuing alcohol use by survivors. Moreover, despite indications that poor sleep impacts affective functioning and may exacerbate daily PTSD symptoms, the role of sleep duration and quality in drinking to cope with PTSD symptoms is not well understood. This study examined an integrated model testing whether shorter sleep duration and poorer sleep quality predict greater daily PTSD symptoms and, in turn, greater alcohol use later that day through TRD motives. METHOD Participants were 82 cisgender women (Mage = 22.8, 73.2% White, 13.4% Hispanic/Latina, 56.1% heterosexual, 30.5% bisexual) who had experienced sexual violence. Participants completed ecological momentary assessment measures and wore actigraphs for 3 weeks. RESULTS Contrary to hypotheses, shorter-than-usual sleep duration did not predict greater alcohol use quantity via daily PTSD symptoms and TRD motives. However, poorer-than-usual sleep quality predicted greater PTSD symptoms that day, which in turn predicted greater same-day TRD motives. CONCLUSIONS Findings underscore the importance of sleep quality in heightened PTSD symptoms but suggest survivors did not drink more to alleviate trauma-related distress. Future research should examine other drinking motives among survivors to inform proximal interventions to prevent alcohol misuse. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
| | | | | | - David DiLillo
- Department of Psychology, University of Nebraska-Lincoln
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Balters S, Schlichting M, Walton TO, Kochenderfer MJ, Kaysen D. A month in review: longitudinal dynamics between daily PTSD symptom networks, affect, and drinking behaviors in female college students. Front Psychol 2024; 15:1388539. [PMID: 39139596 PMCID: PMC11319128 DOI: 10.3389/fpsyg.2024.1388539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 07/03/2024] [Indexed: 08/15/2024] Open
Abstract
Introduction Sexual victimization (SV) is common among college women, with approximately half of those who have experienced SV meeting criteria for posttraumatic stress disorder (PTSD) within a year. Both SV and PTSD are associated with alcohol misuse among college women, often explained by the self-medication hypothesis. Existing literature focuses on overall PTSD severity rather than potential day-to-day fluctuations in specific symptoms, which might play a crucial role in understanding alcohol misuse risk. Studies also examine only same-day or next-day associations between PTSD and drinking, neglecting the potential for longer-term changes. Methods This study explores the short-term longitudinal stability and time-lagged predictive dynamics of PTSD symptoms, affect, and drinking behavior among 174 female college heavy episodic drinkers over four weeks. Participants were categorized into three groups: those with a history of SV and PTSD (n = 77), women with SV but without PTSD (n = 59), and women without prior trauma history (n = 38) to be able to examine differences by trauma exposure, and PTSD. We compared the longitudinal stability of PTSD symptom networks, affect (arousal, positive affect, and negative affect), and drinking behavior across groups. Support vector regression determined which PTSD symptom networks and affect best predict drinking behavior at specific time lags within a 0-7 day range. Results The PTSD group showed higher longitudinal stability for PTSD symptom networks (adjusted ps <.049) and arousal (adjusted ps <.048), but lower stability for negative affect (adjusted p =.013) and drinking behavior, including alcohol cravings (adjusted p =.019) and consumption (adjusted ps =.012), compared to the comparison groups. This suggests individuals with PTSD have more stable symptoms and arousal levels but greater fluctuations in negative affect and alcohol-related behaviors. Secondary analysis revealed PTSD symptom networks optimally predicted alcohol cravings with a three-day time lag (r=.88, p <.001) and consumption with a four-day time lag (r=.82, p <.001). Discussion These findings challenge assumptions regarding immediate effects of PTSD and affect on drinking behavior and underscore the need for therapeutic approaches that consider longer-range effects. Future research should expand on these findings by incorporating longer-range assessments and exploring a broader range of symptom interactions.
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Affiliation(s)
- Stephanie Balters
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, Stanford, CA, United States
| | - Marc Schlichting
- Department of Aeronautics and Astronautics, School of Engineering, Stanford University, Stanford, CA, United States
| | - Thomas O. Walton
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, United States
| | - Mykel J. Kochenderfer
- Department of Aeronautics and Astronautics, School of Engineering, Stanford University, Stanford, CA, United States
| | - Debra Kaysen
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, Stanford, CA, United States
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Dowgwillo EA, Ruchensky JR. The influence of trauma symptoms on interpersonal attributions in daily life. J Trauma Stress 2024; 37:410-421. [PMID: 38538306 DOI: 10.1002/jts.23036] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 02/19/2024] [Accepted: 02/20/2024] [Indexed: 06/14/2024]
Abstract
There is well-documented evidence that trauma exposure can disrupt relationships. However, limited research has examined whether posttraumatic stress symptoms (PTSS) moderate interpersonal processes in daily life. To this end, undergraduates (N = 98) completed a measure of PTSS at baseline. They then completed smartphone-based surveys after every interpersonal interaction that lasted longer than 3 min. for 10 days. These surveys assessed perceptions of self and other agency and communion as well as feelings of rejection, neglect, abandonment, worthlessness, emptiness, guilt, and shame. Results of multilevel modeling suggest that interpersonal perception and PTSS predicted 10%-26% of the variance in outcomes. Regarding agency, more agentic participants reported higher levels of negative attributions, γs = .47-.56. Participants also reported higher rejection and guilt when they experienced their interaction partner as more agentic than usual, γs = .07, and PTSS did not moderate these associations. For communal perceptions, participants who experienced themselves and others as warmer than other participants reported fewer negative outcomes, γs = -.44--.58. Individuals also reported more negative outcomes when they experienced themselves and others as warmer than they usually did, γs = -.10--.28, and PTSS moderated these associations. The negative associations between self- and other communion ratings and feelings of neglect, abandonment, and shame were stronger in individuals with higher PTSS scores. Together, these findings support continued efforts to understand the ways in which trauma exposure and PTSS disrupt interpersonal dynamics in daily life.
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Affiliation(s)
- Emily A Dowgwillo
- Department of Psychology, University of Detroit Mercy, Detroit, Michigan, USA
| | - Jared R Ruchensky
- Department of Psychology, Sam Houston State University, Huntsville, Texas, USA
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Horwitz A, McCarthy K, House SL, Beaudoin FL, An X, Neylan TC, Clifford GD, Linnstaedt SD, Germine LT, Rauch SL, Haran JP, Storrow AB, Lewandowski C, Musey PI, Hendry PL, Sheikh S, Jones CW, Punches BE, Swor RA, Hudak LA, Pascual JL, Seamon MJ, Harris E, Pearson C, Peak DA, Domeier RM, Rathlev NK, Sergot P, Sanchez LD, Bruce SE, Joormann J, Harte SE, Koenen KC, McLean SA, Sen S. Intensive longitudinal assessment following index trauma to predict development of PTSD using machine learning. J Anxiety Disord 2024; 104:102876. [PMID: 38723405 PMCID: PMC11215748 DOI: 10.1016/j.janxdis.2024.102876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 04/09/2024] [Accepted: 04/29/2024] [Indexed: 06/12/2024]
Abstract
There are significant challenges to identifying which individuals require intervention following exposure to trauma, and a need for strategies to identify and provide individuals at risk for developing PTSD with timely interventions. The present study seeks to identify a minimal set of trauma-related symptoms, assessed during the weeks following traumatic exposure, that can accurately predict PTSD. Participants were 2185 adults (Mean age=36.4 years; 64% women; 50% Black) presenting for emergency care following traumatic exposure. Participants received a 'flash survey' with 6-8 varying symptoms (from a pool of 26 trauma symptoms) several times per week for eight weeks following the trauma exposure (each symptom assessed ∼6 times). Features (mean, sd, last, worst, peak-end scores) from the repeatedly assessed symptoms were included as candidate variables in a CART machine learning analysis to develop a pragmatic predictive algorithm. PTSD (PCL-5 ≥38) was present for 669 (31%) participants at the 8-week follow-up. A classification tree with three splits, based on mean scores of nervousness, rehashing, and fatigue, predicted PTSD with an Area Under the Curve of 0.836. Findings suggest feasibility for a 3-item assessment protocol, delivered once per week, following traumatic exposure to assess and potentially facilitate follow-up care for those at risk.
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Affiliation(s)
- Adam Horwitz
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA.
| | - Kaitlyn McCarthy
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
| | - Stacey L House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Francesca L Beaudoin
- Department of Epidemiology, Brown University, Providence, RI 02930, USA; Department of Emergency Medicine, Brown University, Providence, RI 02930, USA
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27559, USA
| | - Thomas C Neylan
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA 94143, USA
| | - Gari D Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA 30332, USA; Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27559, USA
| | - Laura T Germine
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA 02478, USA; The Many Brains Project, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, Boston, MA 02115, USA
| | - Scott L Rauch
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, Boston, MA 02115, USA; Department of Psychiatry, McLean Hospital, Belmont, MA 02478, USA
| | - John P Haran
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | | | - Paul I Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL 32209, USA
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL 32209, USA
| | - Christopher W Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Brittany E Punches
- Department of Emergency Medicine, Ohio State University College of Medicine, Columbus, OH 43210, USA; Ohio State University College of Nursing, Columbus, OH 43210, USA
| | - Robert A Swor
- Department of Emergency Medicine, Oakland University William Beaumont School of Medicine, Rochester, MI 48309, USA
| | - Lauren A Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA 30329, USA
| | - Jose L Pascual
- Department of Surgery, Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA 19104, USA; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Mark J Seamon
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Surgery, Division of Traumatology, Surgical Critical Care and Emergency Surgery, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Erica Harris
- Department of Emergency Medicine, Einstein Medical Center, Philadelphia, PA 19107, USA
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Ascension St. John Hospital, Detroit, MI 48202, USA
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Robert M Domeier
- Department of Emergency Medicine, Trinity Health-Ann Arbor, Ypsilanti, MI 48197, USA
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA 01107, USA
| | - Paulina Sergot
- Department of Emergency Medicine, McGovern Medical School at UTHealth, Houston, TX 77030, USA
| | - Leon D Sanchez
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA; Department of Emergency Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO 63121, USA
| | - Jutta Joormann
- Department of Psychology, Yale University, New Haven, CT 06510, USA
| | - Steven E Harte
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02115, USA
| | - Samuel A McLean
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27559, USA; Institute for Trauma Recovery, Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27559, USA
| | - Srijan Sen
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
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Blais RK, Tannahill HS, Cue Davis K. Sexual Risk Taking among Survivors of U.S. Military Sexual Assault: Associations with PTSD Symptom Severity and Alcohol Use. JOURNAL OF SEX RESEARCH 2024; 61:683-690. [PMID: 37579247 DOI: 10.1080/00224499.2023.2232803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/16/2023]
Abstract
Sexual risk taking may be heightened among U.S. service members and veterans reporting military sexual assault (MSA) exposure. MSA increases the risk for posttraumatic stress disorder (PTSD), which is a common correlate of sexual risk taking among civilians. PTSD may relate to sexual risk taking through its association with alcohol use, which increases impulsivity and risky behavioral engagement. Male survivors may be at notably higher risk given greater overall alcohol use and engagement in sexual risk taking relative to female survivors. This study assessed whether higher alcohol use mediated the association between PTSD and sexual risk taking among MSA survivors, and whether this effect differed by sex. Participants included 200 male and 200 female service members and veterans (age: M = 35.89, SD = 5.56) who completed measures of PTSD symptoms, alcohol use, sexual risk taking, and a demographic inventory. In a moderated mediation analysis using linear regression, higher PTSD severity was associated with higher alcohol use, and higher alcohol use was associated with higher sexual risk taking. A significant indirect effect of alcohol use was observed, which was stronger among men. To reduce sexual risk taking among MSA survivors, it may be beneficial to target PTSD symptoms and alcohol use with sex-specific interventions. This line of inquiry would be strengthened by longitudinal studies that explore the fluidity of these experiences to identify periods of elevated risk. Studies that examine alcohol use expectancies and sexual delay discounting could expand our understanding of these associations.
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Affiliation(s)
- R K Blais
- Psychology Department, Arizona State University
| | | | - K Cue Davis
- Edson College of Nursing and Health Innovation, Arizona State University
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Blais RK, Xu B, Tannahill H, Dulin P. Male sex and hazardous alcohol use following military sexual assault increase suicide risk among US service members and veterans. Eur J Psychotraumatol 2024; 15:2312756. [PMID: 38568596 PMCID: PMC10993746 DOI: 10.1080/20008066.2024.2312756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 01/20/2024] [Indexed: 04/05/2024] Open
Abstract
Background: Higher alcohol use and military sexual assault (MSA) are associated with increased risk of death by suicide. Risk for death by suicide is rapidly increasing among females, who report higher rates of MSA, yet actual death by suicide and alcohol use are higher among males. It is not well understood whether higher alcohol use confers greater suicide risk in male or female service members and veterans who have experienced MSA.Objective: To determine whether the association between alcohol misuse and suicide risk was moderated by biological sex in a sample of male and female service members (N = 400, 50% female) who reported MSA.Method: Participants completed surveys of alcohol use and suicide risk as well as a demographic inventory. Linear regression with an interaction term was used to determine if suicide risk differed by sex and alcohol use severity after accounting for discharge status, sexual orientation, and age.Results: Average scores on the suicide risk measure were consistent with an inpatient psychiatric sample and scores on the AUDIT-C were indicative of a probable positive screen for alcohol misuse. Suicide risk was most pronounced among males who reported higher levels of hazardous alcohol use. A sensitivity analysis examining suicide risk by sex and screening results for alcohol misuse (positive/negative) showed that men with a probable positive screen had higher suicide risk.Discussion: The current study provides novel findings on suicide risk among survivors of military sexual violence by including both male and female survivors. Interventions to decrease suicide risk following MSA may consider alcohol reduction strategies, and optimizing these interventions in males. Engaging military culture at both the US Departments of Defense and Veterans Affairs to encourage more healthy alcohol consumption may mitigate this public health concern. Future research may consider how country of origin relates to these associations.
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Affiliation(s)
- Rebecca K. Blais
- Psychology Department, Arizona State University, Tempe, AZ, USA
- Psychology Department, Utah State University, Logan, UT, USA
| | - Bingyu Xu
- Psychology Department, Arizona State University, Tempe, AZ, USA
| | - Hallie Tannahill
- Psychology Department, Utah State University, Logan, UT, USA
- Wright-Patterson Medical Center, Wright-Patterson Air Force Base
| | - Patrick Dulin
- Psychology Department, University of Alaska Anchorage, Anchorage, AK, USA
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9
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Hinojosa CA, Liew A, An X, Stevens JS, Basu A, van Rooij SJH, House SL, Beaudoin FL, Zeng D, Neylan TC, Clifford GD, Jovanovic T, Linnstaedt SD, Germine LT, Rauch SL, Haran JP, Storrow AB, Lewandowski C, Musey PI, Hendry PL, Sheikh S, Jones CW, Punches BE, Kurz MC, Swor RA, Hudak LA, Pascual JL, Seamon MJ, Datner EM, Chang AM, Pearson C, Peak DA, Merchant RC, Domeier RM, Rathlev NK, Sergot P, Sanchez LD, Bruce SE, Miller MW, Pietrzak RH, Joormann J, Pizzagalli DA, Sheridan JF, Harte SE, Elliott JM, Kessler RC, Koenen KC, McLean SA, Ressler KJ, Fani N. Associations of alcohol and cannabis use with change in posttraumatic stress disorder and depression symptoms over time in recently trauma-exposed individuals. Psychol Med 2024; 54:338-349. [PMID: 37309917 PMCID: PMC10716364 DOI: 10.1017/s0033291723001642] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
BACKGROUND Several hypotheses may explain the association between substance use, posttraumatic stress disorder (PTSD), and depression. However, few studies have utilized a large multisite dataset to understand this complex relationship. Our study assessed the relationship between alcohol and cannabis use trajectories and PTSD and depression symptoms across 3 months in recently trauma-exposed civilians. METHODS In total, 1618 (1037 female) participants provided self-report data on past 30-day alcohol and cannabis use and PTSD and depression symptoms during their emergency department (baseline) visit. We reassessed participant's substance use and clinical symptoms 2, 8, and 12 weeks posttrauma. Latent class mixture modeling determined alcohol and cannabis use trajectories in the sample. Changes in PTSD and depression symptoms were assessed across alcohol and cannabis use trajectories via a mixed-model repeated-measures analysis of variance. RESULTS Three trajectory classes (low, high, increasing use) provided the best model fit for alcohol and cannabis use. The low alcohol use class exhibited lower PTSD symptoms at baseline than the high use class; the low cannabis use class exhibited lower PTSD and depression symptoms at baseline than the high and increasing use classes; these symptoms greatly increased at week 8 and declined at week 12. Participants who already use alcohol and cannabis exhibited greater PTSD and depression symptoms at baseline that increased at week 8 with a decrease in symptoms at week 12. CONCLUSIONS Our findings suggest that alcohol and cannabis use trajectories are associated with the intensity of posttrauma psychopathology. These findings could potentially inform the timing of therapeutic strategies.
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Affiliation(s)
- Cecilia A. Hinojosa
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Amanda Liew
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jennifer S. Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Archana Basu
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Sanne J H. van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Stacey L. House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Francesca L. Beaudoin
- Department of Emergency Medicine & Department of Health Services, Policy, and Practice, The Alpert Medical School of Brown University, Rhode Island Hospital and The Miriam Hospital, Providence, RI, USA
| | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Thomas C. Neylan
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Gari D. Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Sarah D. Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Laura T. Germine
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- The Many Brains Project, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Scott L. Rauch
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, McLean Hospital, Belmont, MA, USA
| | - John P. Haran
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Alan B. Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Paul I. Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Phyllis L. Hendry
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, USA
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, USA
| | - Christopher W. Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, USA
| | - Brittany E. Punches
- Department of Emergency Medicine, Ohio State University College of Medicine, Columbus, OH, USA
- Ohio State University College of Nursing, Columbus, OH, USA
| | - Michael C. Kurz
- Department of Emergency Medicine, University of Alabama School of Medicine, Birmingham, AL, USA
- Department of Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham, AL, USA
- Center for Injury Science, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Robert A. Swor
- Department of Emergency Medicine, Oakland University William Beaumont School of Medicine, Rochester, MI, USA
| | - Lauren A. Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Jose L. Pascual
- Department of Surgery, Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark J. Seamon
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Surgery, Division of Traumatology, Surgical Critical Care and Emergency Surgery, University of Pennsylvania, Philadelphia, PA, USA
| | - Elizabeth M. Datner
- Department of Emergency Medicine, Einstein Healthcare Network, Philadelphia, PA, USA
- Department of Emergency Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Anna M. Chang
- Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia, PA, USA
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Ascension St. John Hospital, Detroit, MI, USA
| | - David A. Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Roland C. Merchant
- Department of Emergency Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Robert M. Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ypsilanti, MI, USA
| | - Niels K. Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, USA
| | - Paulina Sergot
- Department of Emergency Medicine, McGovern Medical School at UTHealth, Houston, TX, USA
| | - Leon D. Sanchez
- Department of Emergency Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, USA
| | - Steven E. Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, USA
| | - Mark W. Miller
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Robert H. Pietrzak
- National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Jutta Joormann
- Department of Psychology, Yale University, New Haven, CT, USA
| | - Diego A. Pizzagalli
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
| | - John F. Sheridan
- Division of Biosciences, Ohio State University College of Dentistry, Columbus, OH, USA
- Institute for Behavioral Medicine Research, OSU Wexner Medical Center, Columbus, OH, USA
| | - Steven E. Harte
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - James M. Elliott
- Kolling Institute, University of Sydney, St Leonards, New South Wales, Australia
- Faculty of Medicine and Health, University of Sydney, Northern Sydney Local Health District, New South Wales, Australia
- Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Karestan C. Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Samuel A. McLean
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Institute for Trauma Recovery, Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kerry J. Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
| | - Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
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10
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Basting EJ, Medenblik AM, Garner AR, Sullivan JA, Romero GJ, Shorey RC, Stuart GL. Intimate Partner Violence Perpetration Among Sexual Minority Young Adults: Associations With Alcohol Use, PTSD Symptoms, Internalized Homophobia, and Heterosexist Discrimination. JOURNAL OF INTERPERSONAL VIOLENCE 2024; 39:312-340. [PMID: 37650654 PMCID: PMC11632674 DOI: 10.1177/08862605231197152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Abstract
Lesbian, gay, bisexual, queer, and other sexual minority (LGBQ+) young adults report similar or higher rates of intimate partner violence (IPV) perpetration than their heterosexual peers. Elevated IPV risk among LGBQ+ young adults may be attributable to experiencing heterosexist discrimination and internalized homophobia. In addition, LGBQ+ people report disproportionate posttraumatic stress disorder (PTSD) symptoms, alcohol use, and IPV perpetration in dating relationships. Thus, this study explored which combinations of IPV risk factors (i.e., experiencing heterosexist discrimination, internalized homophobia, PTSD symptoms, alcohol use) related to forms of IPV perpetration, inclusive of psychological, physical, and sexual forms, in a sample of 342 LGBQ+ young adults. Internalized homophobia was related to psychological IPV perpetration at high and medium levels of PTSD symptoms and only high levels of alcohol use. PTSD symptoms and alcohol use interacted to predict psychological IPV perpetration; and PTSD symptoms related to increased psychological IPV perpetration at high and medium, but not low, alcohol use levels. Alcohol use was positively related to physical IPV perpetration. No other risk factors or interactions were significantly related to physical or sexual IPV perpetration. Results were consistent with prior findings that linked internalized homophobia, alcohol use, and PTSD symptoms to IPV perpetration and highlight the interacting nature of these IPV perpetration risk factors. Comprehensive IPV interventions with LGBQ+ young adults should evaluate the impact of simultaneously targeting these multiple IPV risk factors considering their interacting contributions to IPV perpetration risk. More research is needed to examine the temporal relations between minority stress, PTSD symptoms, alcohol use, and IPV perpetration.
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11
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Dyar C, Kaysen D. Event-level positive and negative reinforcement risk factors for alcohol use: Moderation by individual-level alcohol consequences and post-traumatic stress disorder symptom severity. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2023; 47:2068-2080. [PMID: 38226757 PMCID: PMC10794026 DOI: 10.1111/acer.15188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 08/30/2023] [Accepted: 08/30/2023] [Indexed: 01/17/2024]
Abstract
BACKGROUND The multistage model of drug addiction posits that risk processes contributing to alcohol use change as individuals develop alcohol use disorders. However, few studies have tested this theory outside of the lab or at the event level. We assessed whether event-level associations between positive reinforcement (e.g., positive affect, sociability expectancies) and negative reinforcement risk factors (e.g., negative affect, tension reduction expectancies) and same-/next-day alcohol consumption varied as a function of an individual's level of alcohol consequences. Given elevated alcohol use consequences among individuals with post-traumatic stress disorder (PTSD) and disruptions in reward processing that affect this population, we also tested whether these processes differed based on the presence and severity of PTSD. METHODS We used data from a 30-day ecological momentary assessment study with 174 undergraduate women who regularly engaged in heavy episodic drinking. A majority (78%) of the sample had experienced sexual assault and 44% had current PTSD. Analyses used Bayesian multilevel structural equation modeling with diffuse (non-informative) priors. We used markov chain monte carlo (MCMC) algorithms to generate a series of 10,000 random draws from the multivariate posterior distribution of our sample for each model. RESULTS Results partially supported the multistage model. Event-level negative reinforcement risk factors only predicted more alcohol consumption among individuals who experienced more alcohol consequences. Findings for positive reinforcement risk factors were partially consistent with hypotheses. Overall, findings appear to operate similarly across PTSD symptom severity. CONCLUSIONS Results suggest that interventions for heavy episodic drinking could benefit from attending to an individual's level of alcohol consequences. For example, preventive interventions for individuals who tend to experience few consequences may benefit more from addressing positive reinforcement risk factors, while treatment interventions for those who experience more consequences may benefit from attending to both positive and negative reinforcement.
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Affiliation(s)
| | - Debra Kaysen
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine
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12
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Scheer JR, Cascalheira CJ, Helminen EC, Shaw TJ, Schwarz AA, Jaipuriar V, Brisbin CD, Batchelder AW, Sullivan TP, Jackson SD. "I Know Myself Again, Which Makes Me Motivated for Life": Feasibility and Acceptability of Using Experience Sampling Methods With Trauma-Exposed Sexual Minority Women. JOURNAL OF INTERPERSONAL VIOLENCE 2023; 38:8692-8720. [PMID: 36789733 PMCID: PMC10238639 DOI: 10.1177/08862605231153888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Intensive longitudinal designs (e.g., experience sampling methods [ESMs]) hold promise for examining the dynamic interplay between daily adversity, coping strategies, and behavioral and mental health issues among marginalized populations. However, few studies have used intensive longitudinal designs with sexual minority women (SMW), an understudied and at-risk population. We assessed feasibility and acceptability of using once-daily, interval-contingent ESM with 161 trauma-exposed SMW (Mage = 29.1, SD = 7.57); 20.5% nonbinary; 32.3% queer; 52.2% people of color; 14.3% with annual incomes ≤$9,999; and 30.4% in Southern United States (U.S.). SMW completed one comprehensive online baseline assessment and once-daily brief online assessments for 14 days. Daily surveys assessed past-24-hour stressors, stress responses, and behavioral and mental health symptoms. At the end of the 14-day ESM period, SMW answered three open-ended questions about participating in this study and about research with SMW. Regarding feasibility, 151 participants (94.0%) initiated the post-baseline ESM study portion and 72 (45.0%) completed all 14 daily surveys. An average of 11.70 (median = 13, SD = 3.31) daily surveys (83.5%) were completed by those who initiated the ESM. ESM completion level varied by race/ethnicity and U.S. region. Qualitative acceptability data revealed several themes, namely that SMW (1) enjoyed participating and felt positively about the ESM experience, (2) felt supported to reflect on impacts of early and ongoing stressors, (3) appreciated the chance to self-reflect and challenge existing thought patterns and coping behaviors, (4) recognized their capacity to tolerate trauma-related distress, (5) recommended that researchers focus on SMW's diverse stressors and daily experiences, (6) wanted a rationale for providing sensitive information and more space to narrate their experiences, and (7) recognized the need for affirmative treatment and policies. Findings could inform modifications to ESM protocols to improve their feasibility and acceptability among trauma-exposed SMW and promote ongoing utility of this valuable method.
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Affiliation(s)
| | - Cory J Cascalheira
- Department of Psychology, Syracuse University, NY, USA
- New Mexico State University, Las Cruces, NM,USA
| | - Emily C Helminen
- Department of Psychology, Syracuse University, NY, USA
- Rochester Institute of Technology, Rochester, NY, USA
| | - Thomas J Shaw
- Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | | | | | - Cal D Brisbin
- Luskin School of Public Affairs, The University of California, Los Angeles, CA, USA
| | - Abigail W Batchelder
- Harvard Medical School, Harvard University, Boston, MA, USA
- Behavioral Medicine Program, Massachusetts General Hospital, Boston, MA, USA
- The Fenway Institute, Fenway Health, Boston, MA, USA
| | - Tami P Sullivan
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
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13
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Amstadter AB, Lönn SL, Sundquist J, Kendler KS, Sundquist K. Testing Phenotypic Models of Posttraumatic Stress Disorder and Alcohol Use Disorder Comorbidity Using Longitudinal Registry Data. J Stud Alcohol Drugs 2023; 84:378-388. [PMID: 36971747 PMCID: PMC10364782 DOI: 10.15288/jsad.22-00209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 12/13/2022] [Indexed: 07/20/2023] Open
Abstract
OBJECTIVE Two predominant phenotypic models of causality exist to explain the high co-occurrence of posttraumatic stress disorder (PTSD) and alcohol use disorder (AUD): the self-medication and susceptibility models. Population-based longitudinal studies that simultaneously examine both models are needed. Thus, the goal of the present study is to test these models using the Swedish National Registries. METHOD Registries were used to conduct longitudinal Cox proportional hazard models (n ≈ 1.5 million) and cross-lagged panel models (N ≈ 3.8 million) with follow-up periods of ~23 years. RESULTS Covarying for cohort and socioeconomic status, Cox proportional hazards model results found strong support for the self-medication model. Results showed that PTSD predicted increased risk for AUD among both men (HR = 4.58 [4.42, 4.74]) and women (HR = 4.14 [3.99, 4.30]), significantly more so for men (interaction HR = 1.11 [1.05, 1.16]). Support was also found for the susceptibility model, although the effects were lower in magnitude than those for the self-medication model. AUD increased risk for PTSD among men (HR = 2.53 [2.47, 2.60]) and women (HR = 2.06 [2.01, 2.12]), and significantly more so for men (interaction term HR = 1.23 [1.18, 1.28]). Cross-lagged model results of simultaneously testing both models found support for bidirectionality. The PTSD-to-AUD paths and the AUD-to-PTSD paths were of modest effect for men and women. CONCLUSIONS The results from both complementary statistical approaches demonstrate that the models of comorbidity are not mutually exclusive. Although the Cox model results evidenced more support for the self-medication pathway, the cross-lagged model results suggest that the prospective relationships between these disorders are nuanced across development.
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Affiliation(s)
- Ananda B. Amstadter
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia
- Department of Psychiatry, Virginia Commonwealth University, Richmond, Virginia
| | - Sara L. Lönn
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
| | - Jan Sundquist
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
- Department of Family Medicine and Community Health, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Kenneth S. Kendler
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia
- Department of Psychiatry, Virginia Commonwealth University, Richmond, Virginia
| | - Kristina Sundquist
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
- Department of Family Medicine and Community Health, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
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14
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Comorbid posttraumatic stress disorder and alcohol use disorder in low- and middle-income countries: A narrative review. Glob Ment Health (Camb) 2023; 10:e5. [PMID: 36843880 PMCID: PMC9947613 DOI: 10.1017/gmh.2022.63] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 11/22/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022] Open
Abstract
Much of the research on posttraumatic stress disorder (PTSD) and alcohol use disorder (AUD) has been conducted in high-income countries (HICs). However, PTSD and AUD commonly co-occur (PTSD + AUD) are both associated with high global burden of disease, and disproportionately impact those in low- and middle-income countries (LMICs). This narrative review attempts to synthesize the research on prevalence, impact, etiological models, and treatment of PTSD + AUD drawing from research conducted in HICs and discussing the research that has been conducted to date in LMICs. The review also discusses overall limitations in the field, including a lack of research on PTSD + AUD outside of HICs, issues with measurement of key constructs, and limitations in sampling strategies across comorbidity studies. Future directions are discussed, including a need for rigorous research studies conducted in LMICs that focus on both etiological mechanisms and on treatment approaches.
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15
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Davis JP, Prindle J, Saba SK, DiGuiseppi GT, Hummer J, Lee DS, Fitzke R, Sedano A, Castro CA, Pedersen ER. What's sleep got to do with it? Longitudinal associations between insomnia, PTSD, and alcohol use among U.S. Veterans. Addict Behav 2022; 132:107358. [PMID: 35552069 DOI: 10.1016/j.addbeh.2022.107358] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 04/20/2022] [Accepted: 05/03/2022] [Indexed: 12/30/2022]
Abstract
U.S. veterans are at risk for insomnia, which often co-occurs with symptoms of posttraumatic stress disorder (PTSD) and alcohol use. Much of the research on veterans and these three constructs is cross-sectional and focused on unidirectional pathways. Recent theoretical and empirical evidence suggests a dynamic interplay between insomnia, PTSD, and alcohol use, yet few longitudinal studies exist. A clearer understanding of these pathways is needed to help inform integrated treatments. Using a sample of 1,230 post-9/11 veterans assessed over four time points across 12 months, we used a latent difference score modeling approach to examine proportional and dynamic change between insomnia, PTSD, and alcohol. Results revealed a complex interplay between all three constructs. Higher prior levels of both PTSD and alcohol use were associated with greater subsequent changes in insomnia symptoms (i.e., worse sleep). Moreover, although veterans drank less frequently as their insomnia symptoms worsened over time, greater changes in insomnia symptoms (i.e., worse symptoms) was a mechanism linking PTSD and more frequent drinking. As the research on interventions addressing insomnia, PTSD, and alcohol is limited, there are opportunities for researchers and clinicians to develop programs that effectively target all three in integrated treatments.
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16
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Leconte C, Mongeau R, Noble F. Traumatic Stress-Induced Vulnerability to Addiction: Critical Role of the Dynorphin/Kappa Opioid Receptor System. Front Pharmacol 2022; 13:856672. [PMID: 35571111 PMCID: PMC9091501 DOI: 10.3389/fphar.2022.856672] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 04/07/2022] [Indexed: 11/13/2022] Open
Abstract
Substance use disorders (SUD) may emerge from an individual’s attempt to limit negative affective states and symptoms linked to stress. Indeed, SUD is highly comorbid with chronic stress, traumatic stress, or post-traumatic stress disorder (PTSD), and treatments approved for each pathology individually often failed to have a therapeutic efficiency in such comorbid patients. The kappa-opioid receptor (KOR) and its endogenous ligand dynorphin (DYN), seem to play a key role in the occurrence of this comorbidity. The DYN/KOR function is increased either in traumatic stress or during drug use, dependence acquisition and DYN is released during stress. The behavioural effects of stress related to the DYN/KOR system include anxiety, dissociative and depressive symptoms, as well as increased conditioned fear response. Furthermore, the DYN/KOR system is implicated in negative reinforcement after the euphoric effects of a drug of abuse ends. During chronic drug consumption DYN/KOR functions increase and facilitate tolerance and dependence. The drug-seeking behaviour induced by KOR activation can be retrieved either during the development of an addictive behaviour, or during relapse after withdrawal. DYN is known to be one of the most powerful negative modulators of dopamine signalling, notably in brain structures implicated in both reward and fear circuitries. KOR are also acting as inhibitory heteroreceptors on serotonin neurons. Moreover, the DYN/KOR system cross-regulate with corticotropin-releasing factor in the brain. The sexual dimorphism of the DYN/KOR system could be the cause of the gender differences observed in patients with SUD or/and traumatic stress-related pathologies. This review underlies experimental and clinical results emphasizing the DYN/KOR system as common mechanisms shared by SUD or/and traumatic stress-related pathologies, and suggests KOR antagonist as a new pharmacological strategy to treat this comorbidity.
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17
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Livingston NA, Farmer SL, Mahoney CT, Marx BP, Keane TM. The role of PTSD symptom clusters and criterion in predicting future high-risk drug and alcohol use among returning veteran men and women. Psychol Serv 2022; 19:386-395. [PMID: 33844563 PMCID: PMC9048192 DOI: 10.1037/ser0000538] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The prevalence of co-occurring posttraumatic stress disorder (PTSD) and substance use disorder (SUD) remains exceptionally high among returning veterans, with numerous studies linking PTSD, but not specific PTSD symptoms, to future SUD risk. Further explication of PTSD symptom effects on future SUD risk will likely promote intervention development and refinement while offsetting SUD risk. Accordingly, In this study we explored the prospective associations between PTSD symptom clusters, symptoms, and future SUD risk and use of specific drug classes. Returning veterans (N = 1,295; Mage = 42.3, SD = 9.89; 51% female; 66.8% White) completed structured diagnostic interviews to assess PTSD symptoms and self-report measures of substance use 14-36 months later (M = 24.59, SD = 2.97). Hyperarousal and reckless/self-destructive symptoms specifically predicted future high-risk drug use and binge drinking behavior, and avoidance of internal stimuli (i.e., of trauma memories, thoughts, and feelings) differentiated individuals classified as high-risk for alcohol use based on their AUDIT total score. Further, negative alterations in cognition and mood predicted future opioid (i.e., nightmares) and stimulant use (i.e., flashbacks), whereas concentration difficulties were inversely associated with future binge drinking. This longitudinal study identified prospective and enduring associations between specific PTSD symptom clusters, symptoms, and future high-risk substance use patterns among returning veterans. Accordingly, careful assessment of specific PTSD criteria and differential motivations for substance use is warranted, along with tailored interventions to offset risk for opioid, stimulant, and alcohol use among returning veterans. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
- Nicholas A. Livingston
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System,Department of Psychiatry, Boston University School of Medicine,Department of Veteran Affairs, VA Boston Healthcare System
| | - Stacey L. Farmer
- Department of Veteran Affairs, Albany Stratton VA Medical Center
| | | | - Brian P. Marx
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System,Department of Psychiatry, Boston University School of Medicine,Department of Veteran Affairs, VA Boston Healthcare System
| | - Terence M. Keane
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System,Department of Psychiatry, Boston University School of Medicine,Department of Veteran Affairs, VA Boston Healthcare System
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18
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McGlinchey E, Ross J, Murphy D, Shorter GW, Armour C. Disentangling the Symptom-Level Nuances in Comorbid Posttraumatic Stress Disorder and Problematic Alcohol Use in Northern Irish Military Veterans: A Network Analysis. J Trauma Stress 2022; 35:32-41. [PMID: 33743187 DOI: 10.1002/jts.22666] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 02/10/2021] [Accepted: 02/11/2021] [Indexed: 01/09/2023]
Abstract
Posttraumatic stress disorder (PTSD) and alcohol use are highly prevalent among military veteran populations. Several theories have been proposed to account for the comorbidity between PTSD and problematic alcohol use, but research examining the symptom-level associations between the two is limited. The current study used network analysis to examine the associations between PTSD and problematic alcohol use. Data were collected through a cross-sectional survey of veterans of the United Kingdom Armed Forces living in Northern Ireland. The sample comprised 511 (91.2% male) veterans with a history of trauma exposure and current alcohol use. A network consisting of PTSD symptoms from the PTSD Checklist for DSM-5 (PCL-5) and items from the Alcohol Use Disorders Identification Test (AUDIT) was constructed, and the bridge centrality of all items was estimated to identify items with the highest number of associations and the strongest associations between the two constructs. The PTSD symptom "reckless behavior" (2.43) had the highest bridge centrality values and thus the strongest connections and most connections to the alcohol use items. For the alcohol use items, "not being able to stop drinking" (2.31) and "number of drinks" (1.24) demonstrated the strongest bridge connections to the PTSD items. These results highlight the role of specific PTSD symptoms involved in the interaction between PTSD and problematic alcohol use.
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Affiliation(s)
- Emily McGlinchey
- Research Centre for Stress Trauma and Related Conditions (STARC), School of Psychology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Jana Ross
- Research Centre for Stress Trauma and Related Conditions (STARC), School of Psychology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Dominic Murphy
- Research Department, Combat Stress, Leatherhead, United Kingdom.,King's Centre for Military Health Research, King's College London, London, United Kingdom
| | - Gillian W Shorter
- Research Centre for Stress Trauma and Related Conditions (STARC), School of Psychology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Cherie Armour
- Research Centre for Stress Trauma and Related Conditions (STARC), School of Psychology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
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19
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Mengin AC, Rolling JM, Palacio C, Mastelli D, Berna F, Schroder CM, Vidailhet P. Hiding from danger, not from fear: Lockdown as a risk factor of probable PTSD among civilians after Strasbourg Christmas market terror attack. J Psychiatr Res 2021; 144:262-268. [PMID: 34710662 DOI: 10.1016/j.jpsychires.2021.10.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Revised: 09/25/2021] [Accepted: 10/19/2021] [Indexed: 11/19/2022]
Abstract
On December 11, 2018, five people were killed and 11 injured during a terrorist attack on Strasbourg's Christmas market. As the attacker was on the run during the night, part of the population was locked down for several hours. Our study aimed at assessing factors associated with the development of PTSD and health services use among the victims. Four hundred and twelve victims were followed up from 6 to 11 months after the attacks through phone calls by psychologists. The presence of probable PTSD was assessed with the Trauma Screening Questionnaire. In addition, we evaluated the type and level of exposure, and health services use after the attacks. Two hundred and twelve participants completed the phone interview. The prevalence of probable PTSD was 26.4%. Being locked down during the attack and the level of exposure were associated with probable PTSD (OR = 2.32 [1.17-4.59], p = 0.016 and OR = 1.49 [1.10-2.03], p = 0.010 respectively). Lockdown was especially associated with symptoms suggesting adrenergic hyperactivation (startle at surprise, dreams about the event). General and mental health services use was frequent among our sample (83% consulted either their GP or a mental health professional), but people living alone tend to use these health services more infrequently than these living with others. Though necessary, measures taken to protect victims, such as lockdown, may foster PTSD. Victims of terror attacks having been subjected to lockdown may have experienced powerlessness, fostering prolonged stress and fear. These victims may benefit from mental health support over the following months.
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Affiliation(s)
- Amaury C Mengin
- Hôpitaux Universitaires de Strasbourg, Pôle de Psychiatrie, Santé Mentale et Addictologie, Strasbourg, 1 Place de L'Hôpital, 67091, Strasbourg, France; Centre Régional Du Psychotraumatisme Grand Est, Strasbourg, France; INSERM U1114 Neuropsychologie Cognitive et Physiopathologie de La Schizophrénie, Strasbourg, France.
| | - Julie M Rolling
- Centre Régional Du Psychotraumatisme Grand Est, Strasbourg, France; Department of Child and Adolescent Psychiatry, Strasbourg University Hospitals, Strasbourg, France; CNRS UPR 3212, Institute for Cellular and Integrative Neurosciences, Strasbourg, France
| | - Cédric Palacio
- Hôpitaux Universitaires de Strasbourg, Pôle de Psychiatrie, Santé Mentale et Addictologie, Strasbourg, 1 Place de L'Hôpital, 67091, Strasbourg, France; Centre Régional Du Psychotraumatisme Grand Est, Strasbourg, France; Cellule D'Urgence Médico-Psychologique 67, Strasbourg, France
| | - Dominique Mastelli
- Hôpitaux Universitaires de Strasbourg, Pôle de Psychiatrie, Santé Mentale et Addictologie, Strasbourg, 1 Place de L'Hôpital, 67091, Strasbourg, France; Centre Régional Du Psychotraumatisme Grand Est, Strasbourg, France; Cellule D'Urgence Médico-Psychologique 67, Strasbourg, France
| | - Fabrice Berna
- Hôpitaux Universitaires de Strasbourg, Pôle de Psychiatrie, Santé Mentale et Addictologie, Strasbourg, 1 Place de L'Hôpital, 67091, Strasbourg, France; INSERM U1114 Neuropsychologie Cognitive et Physiopathologie de La Schizophrénie, Strasbourg, France; Strasbourg University, Faculty of Medicine, Strasbourg, France; Fédération de Médecine Translationnelle de Strasbourg, Strasbourg, France
| | - Carmen M Schroder
- Department of Child and Adolescent Psychiatry, Strasbourg University Hospitals, Strasbourg, France; CNRS UPR 3212, Institute for Cellular and Integrative Neurosciences, Strasbourg, France; Strasbourg University, Faculty of Medicine, Strasbourg, France; Fédération de Médecine Translationnelle de Strasbourg, Strasbourg, France
| | - Pierre Vidailhet
- Hôpitaux Universitaires de Strasbourg, Pôle de Psychiatrie, Santé Mentale et Addictologie, Strasbourg, 1 Place de L'Hôpital, 67091, Strasbourg, France; Centre Régional Du Psychotraumatisme Grand Est, Strasbourg, France; INSERM U1114 Neuropsychologie Cognitive et Physiopathologie de La Schizophrénie, Strasbourg, France; Cellule D'Urgence Médico-Psychologique 67, Strasbourg, France; Strasbourg University, Faculty of Medicine, Strasbourg, France; Fédération de Médecine Translationnelle de Strasbourg, Strasbourg, France
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20
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The buffering role of higher romantic relationship satisfaction on the association of hazardous drinking with PTSD and depression symptoms among female military service members/veterans. Addict Behav 2021; 123:107081. [PMID: 34418870 DOI: 10.1016/j.addbeh.2021.107081] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 08/04/2021] [Accepted: 08/05/2021] [Indexed: 01/03/2023]
Abstract
Studies show that more positive relationship satisfaction can mitigate the effects of posttraumatic stress disorder (PTSD) and depression severity on hazardous drinking in military samples. However, past studies were not circumscribed to female service members/veterans (SM/V), who represent the fastest growing demographic in the military. Moreover, studies did not examine moderators of specific symptom clusters of PTSD and depression with hazardous drinking. Indeed, recent studies have shown that the more depressive and cognitive clusters are associated with greater dysfunction. The current study extended this literature in a convenience sample of 584 female SM/V who completed self-report measures of hazardous drinking, PTSD, depression, and relationship satisfaction. PTSD or depression severity, relationship satisfaction, and their interaction, were examined as correlates of hazardous drinking after accounting for relationship, demographic, and military characteristics. For both overall PTSD and depression severity, higher relationship satisfaction weakened their association with hazardous drinking. Such results were consistent when global scores were replaced with PTSD-related negative alterations in cognitions and mood and somatic depression symptom clusters, but not for PTSD-related dysphoric arousal, anhedonia, or non-somatic depression symptom clusters. Findings suggest that to lessen the association of PTSD or depressive symptoms with problematic drinking, interventions aimed at improving relationship satisfaction may be worth considering among women in relationships. Moreover, symptom cluster analyses show that the cognitive and depressive components of PTSD, as well as the physical symptoms of depression, are most problematic, pinpointing specific areas of function on which to intervene.
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21
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Renaud F, Jakubiec L, Swendsen J, Fatseas M. The Impact of Co-occurring Post-traumatic Stress Disorder and Substance Use Disorders on Craving: A Systematic Review of the Literature. Front Psychiatry 2021; 12:786664. [PMID: 34970169 PMCID: PMC8712572 DOI: 10.3389/fpsyt.2021.786664] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/16/2021] [Indexed: 12/29/2022] Open
Abstract
The frequent co-occurrence of post-traumatic stress disorder (PTSD) and substance use disorders (SUDs) leads to manifestations of both conditions that are more severe and more resistance to treatment than single disorders. One hypothesis to explain this synergy is the impact of intrusive memories on craving which, in turn, increases the risk of relapse among patients with substance use disorders. The aim of this systematic review is to examine this possibility by assessing the impact of PTSD and its symptoms on craving among dual disorder patients. Using PRISMA criteria, four databases were comprehensively searched up to June, 2021, in order to identify all candidate studies based on broad key words. Resulting studies were then selected if they examined the impact of PTSD or PTSD symptoms on craving, and if they used standardized assessments of PTSD, SUD, and craving. Twenty-seven articles matched the selection criteria and were included in this review. PTSD was found to be significantly associated with increased craving levels among patients with alcohol, cannabis, cocaine, tobacco, and other substance use disorders. Exposition to traumatic cues among dual disorder patients was also shown to trigger craving, with an additive effect on craving intensity when exposure to substance-related cues occurred. In addition, certain studies observed a correlation between PTSD symptom severity and craving intensity. Concerning mechanisms underlying these associations, some findings suggest that negative emotional states or emotion dysregulation may play a role in eliciting craving after traumatic exposure. Moreover, these studies suggest that PTSD symptoms may, independently of emotions, act as powerful cues that trigger craving. These findings argue for the need of dual disorder treatment programs that integrate PTSD-focused approaches and emotion regulation strategies, in addition to more traditional interventions for craving management.
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Affiliation(s)
- Fabien Renaud
- Pôle Inter-établissement d'addictologie, CHU de Bordeaux et Centre Hospitalier Charles Perrens, Bordeaux, France
| | - Louise Jakubiec
- Pôle Inter-établissement d'addictologie, CHU de Bordeaux et Centre Hospitalier Charles Perrens, Bordeaux, France.,University of Bordeaux/CNRS-UMR 5287, Bordeaux, France
| | - Joel Swendsen
- University of Bordeaux/CNRS-UMR 5287, Bordeaux, France.,EPHE, PSL Research University, Paris, France
| | - Melina Fatseas
- Pôle Inter-établissement d'addictologie, CHU de Bordeaux et Centre Hospitalier Charles Perrens, Bordeaux, France.,University of Bordeaux/CNRS-UMR 5287, Bordeaux, France
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22
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Dworkin ER, Jaffe AE, Fitzpatrick S, Rhew IC, Kaysen D. Daily relationships between posttraumatic stress symptoms, drinking motives, and alcohol consumption in trauma-exposed sexual minority women. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2020; 35:3-15. [PMID: 33030918 DOI: 10.1037/adb0000680] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Objective: Sexual minority women (SMW) evidence elevated rates of trauma exposure, posttraumatic stress (PTS), and alcohol consumption. Self-medication models of drinking suggest that individuals may drink to cope with symptoms of PTS, but this possibility remains untested among SMW. Method: The current study used data from drinking days collected via daily diary assessments from 81 trauma-exposed SMW. Participants were mostly White (72.8%) and ranged in age from 18 to 25 (M = 23.8). Participants were followed over 2 14-consecutive-day measurement bursts (720 person-days reported). Analyses were conducted to examine whether coping drinking motives (vs. social, enhancement, and conformity drinking motives), as assessed by an adapted Drinking Motives Questionnaire, mediated the daily level relationship between PTS symptoms (assessed by the PTSD Checklist) and the number of standard drinks per drinking day. Results: Results from multilevel structural equation models indicated that day-to-day fluctuations in PTS symptoms, as well as average levels of PTS symptoms, were associated with increased coping drinking motives. Coping drinking motives, but not other drinking motives, mediated within-person associations between PTS and drinking, such that daily fluctuations in PTS symptoms were associated with stronger-than-normal coping drinking motives, which in turn predicted more drinks per drinking day. Conclusions: Results highlight the importance of coping drinking motives and suggest that alternative coping strategies may help trauma-exposed SMW to manage heightened PTS symptoms without increasing their alcohol consumption. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Affiliation(s)
- Emily R Dworkin
- Department of Psychiatry and Behavioral Sciences, University of Washington
| | - Anna E Jaffe
- Department of Psychiatry and Behavioral Sciences, University of Washington
| | | | - Isaac C Rhew
- Department of Psychiatry and Behavioral Sciences, University of Washington
| | - Debra Kaysen
- Department of Psychiatry and Behavioral Sciences, Stanford University
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