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Klooster IT, Kip H, van Gemert-Pijnen L, Crutzen R, Kelders S. A systematic review on eHealth technology personalization approaches. iScience 2024; 27:110771. [PMID: 39290843 PMCID: PMC11406103 DOI: 10.1016/j.isci.2024.110771] [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: 11/02/2023] [Revised: 03/05/2024] [Accepted: 08/15/2024] [Indexed: 09/19/2024] Open
Abstract
Despite the widespread use of personalization of eHealth technologies, there is a lack of comprehensive understanding regarding its application. This systematic review aims to bridge this gap by identifying and clustering different personalization approaches based on the type of variables used for user segmentation and the adaptations to the eHealth technology and examining the role of computational methods in the literature. From the 412 included reports, we identified 13 clusters of personalization approaches, such as behavior + channeling and environment + recommendations. Within these clusters, 10 computational methods were utilized to match segments with technology adaptations, such as classification-based methods and reinforcement learning. Several gaps were identified in the literature, such as the limited exploration of technology-related variables, the limited focus on user interaction reminders, and a frequent reliance on a single type of variable for personalization. Future research should explore leveraging technology-specific features to attain individualistic segmentation approaches.
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Affiliation(s)
- Iris Ten Klooster
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
| | - Hanneke Kip
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
- Department of Research, Stichting Transfore, Deventer, the Netherlands
| | - Lisette van Gemert-Pijnen
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
| | - Rik Crutzen
- Department of Health Promotion, Care and Public Health Research Institute, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Saskia Kelders
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
- Optentia Research Focus Area, North-West University, Vaal Triangle Campus, Vanderbijlpark, South Africa
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2
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Malhotra B, Jones LC, Spooner H, Levy C, Kaimal G, Williamson JB. A conceptual framework for a neurophysiological basis of art therapy for PTSD. Front Hum Neurosci 2024; 18:1351757. [PMID: 38711802 PMCID: PMC11073815 DOI: 10.3389/fnhum.2024.1351757] [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: 12/07/2023] [Accepted: 03/28/2024] [Indexed: 05/08/2024] Open
Abstract
Post-traumatic stress disorder (PTSD) is a heterogeneous condition that affects many civilians and military service members. Lack of engagement, high dropout rate, and variable response to psychotherapy necessitates more compelling and accessible treatment options that are based on sound neuroscientific evidence-informed decision-making. Art therapy incorporates elements proven to be effective in psychotherapy, such as exposure, making it a potentially valuable treatment option. This conceptual paper aims to inform the neurophysiological rationale for the use of art therapy as a therapeutic approach for individuals with PTSD. A narrative synthesis was conducted using literature review of empirical research on the neurophysiological effects of art therapy, with supporting literature on neuroaesthetics and psychotherapies to identify art therapy factors most pertinent for PTSD. Findings were synthesized through a proposed framework based on the triple network model considering the network-based dysfunctions due to PTSD. Art therapy's active components, such as concretization and metaphor, active art engagement, emotion processing and regulation, perspective taking and reframing, and therapeutic alliance, may improve symptoms of PTSD and prompt adaptive brain functioning. Given the scarcity of rigorous studies on art therapy's effectiveness and mechanisms of alleviating PTSD symptoms, the suggested framework offers a neurophysiological rationale and a future research agenda to investigate the impact of art therapy as a therapeutic approach for individuals with PTSD.
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Affiliation(s)
- Bani Malhotra
- Department of Creative Arts Therapies, Drexel University, Philadelphia, PA, United States
| | - Laura C. Jones
- Brain Rehabilitation Research Center, North Florida/South Georgia Veterans Affairs Medical Center, Gainesville, FL, United States
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, United States
| | - Heather Spooner
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. in support of Creative Forces: NEA Military Healing Arts Network, Bethesda, MD, United States
- Center of Arts in Medicine, University of Florida, Gainesville, FL, United States
| | - Charles Levy
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. in support of Creative Forces: NEA Military Healing Arts Network, Bethesda, MD, United States
| | - Girija Kaimal
- Department of Creative Arts Therapies, Drexel University, Philadelphia, PA, United States
| | - John B. Williamson
- Brain Rehabilitation Research Center, North Florida/South Georgia Veterans Affairs Medical Center, Gainesville, FL, United States
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, United States
- Center for OCD, Anxiety and Related Disorders, Department of Psychiatry, University of Florida, Gainesville, FL, United States
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3
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Sistad RE, Livingston NA, Crowe ML, Newberger N, Spitzer E, Brief D, Litwack S, Helmuth E, Roy M, Solhan M, Rosenbloom D, Keane TM. Network analysis of reasons for and against changing alcohol use among veterans engaged in a web-based intervention for hazardous drinking and PTSD symptoms. Addict Behav 2023; 143:107689. [PMID: 36924646 PMCID: PMC10485876 DOI: 10.1016/j.addbeh.2023.107689] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 12/28/2022] [Accepted: 03/06/2023] [Indexed: 03/12/2023]
Abstract
Better understanding of reasons for and against change may be an effective strategy for supporting drinking reduction or abstinence among Iraq and Afghanistan veterans. The current study explored connections between reasons for and against changing hazardous alcohol use, as well as the relative importance of a given reason. Data from 366 veterans (86% male, 77% White) between the ages of 21 and 56 (M = 31.8, SD = 7.3) were obtained from a nationwide web-based alcohol and posttraumatic stress disorder randomized clinical trial. Participant-generated reasons for and against change were used to estimate two separate network models. The network of motives for changing alcohol use was generally well connected with predominately positive associations. Veterans reporting motivation to change alcohol use to improve functioning, enhance self-worth, and decrease alcohol-related consequences tended to have higher than average motivation to reduce or abstain from alcohol use. Alternatively, the network structure of motives against changing alcohol use demonstrated a nearly equal number of positive and negative associations. Whereas reasons to cope and sleep may imply higher than average motivation to continue drinking the same, veterans reporting reasons to reduce anxiety and have fun tended to have lower than average motivation to continue drinking. The current study may inform content modifications to self-help tools to more quickly and effectively target users' motivations from the beginning. Capitalizing on intervention users' motivations early may promote sustained engagement or improve therapeutic impact among those who only use the intervention for a short period of time.
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Affiliation(s)
- Rebecca E Sistad
- U.S. Department of Veteran Affairs, VA Boston Health Care System, Boston, MA, United States; U.S. Department of Veteran Affairs, Minneapolis VA Health Care System, Minneapolis, MN, United States; Department of Psychiatry, Boston University, School of Medicine, United States.
| | - Nicholas A Livingston
- U.S. Department of Veteran Affairs, VA Boston Health Care System, Boston, MA, United States; Department of Psychiatry, Boston University, School of Medicine, United States; National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, United States.
| | - Michael L Crowe
- U.S. Department of Veteran Affairs, VA Boston Health Care System, Boston, MA, United States; National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, United States
| | - Noam Newberger
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, United States
| | - Elizabeth Spitzer
- Center for Healthcare Organization and Implementation Research, Boston, MA, United States; Harvard Medical School, Harvard University, Boston, MA, United States
| | - Deborah Brief
- U.S. Department of Veteran Affairs, VA Boston Health Care System, Boston, MA, United States; Department of Psychiatry, Boston University, School of Medicine, United States
| | - Scott Litwack
- U.S. Department of Veteran Affairs, VA Boston Health Care System, Boston, MA, United States; Department of Psychiatry, Boston University, School of Medicine, United States
| | - Eric Helmuth
- Educational Development Center, Waltham, MA, United States
| | - Monica Roy
- U.S. Department of Veteran Affairs, VA Boston Health Care System, Boston, MA, United States; Department of Psychiatry, Boston University, School of Medicine, United States
| | - Marika Solhan
- Department of Psychiatry, Boston University, School of Medicine, United States; U.S. Department of Veterans Affairs, Boston Vet Center, Boston, MA, United States
| | - David Rosenbloom
- Boston University School of Public Health, Boston, MA, United States
| | - Terence M Keane
- U.S. Department of Veteran Affairs, VA Boston Health Care System, Boston, MA, United States; Department of Psychiatry, Boston University, School of Medicine, United States; National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, United States
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Ranney RM, Bernhard PA, Vogt D, Blosnich JR, Hoffmire CA, Cypel Y, Schneiderman AI, Maguen S. Alcohol use and treatment utilization in a national sample of veterans and nonveterans. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 146:208964. [PMID: 36880905 DOI: 10.1016/j.josat.2023.208964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 11/01/2022] [Accepted: 01/18/2023] [Indexed: 01/26/2023]
Abstract
BACKGROUND Research comparing prevalence of alcohol use problems and alcohol treatment utilization between veterans and nonveterans is lacking. Whether predictors of alcohol use problems and alcohol treatment utilization differ in veterans vs. nonveterans is also unclear. METHODS Using survey data from national samples of post-9/11 veterans and nonveterans (N = 17,298; 13,451 veterans, 3847 nonveterans), we investigated associations between veteran status and 1) alcohol consumption, 2) need for intensive alcohol treatment, and 3) past-year and lifetime alcohol treatment utilization. We also investigated associations between predictors and these three outcomes in separate models for veterans and nonveterans. Predictors included age, gender, racial/ethnic identity, sexual orientation, marital status, education, health coverage, financial difficulty, social support, adverse childhood experiences (ACEs), and adult sexual trauma. RESULTS Population weighted regression models demonstrated that veterans reported modestly higher alcohol consumption than nonveterans, but were not significantly more likely to need intensive alcohol treatment. Veterans and nonveterans did not differ in past-year alcohol treatment utilization, but veterans were 2.8 times more likely to utilize lifetime treatment than nonveterans. We found several differences between veterans and nonveterans in associations between predictors and outcomes. For veterans, being male, having higher financial difficulty, and lower social support were associated with need for intensive treatment, but for nonveterans, only ACEs were associated with need for intensive treatment. CONCLUSIONS Veterans may benefit from interventions with social and financial support to reduce alcohol problems. These findings can help to identify veterans and nonveterans who are more likely to need treatment.
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Affiliation(s)
- Rachel M Ranney
- San Francisco VA Health Care System, 4150 Clement St, San Francisco, CA 94121, USA; University of California - San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, USA; Sierra Pacific Mental Illness Research Education, and Clinical Center, 4150 Clement St, San Francisco, CA 94121, USA.
| | - Paul A Bernhard
- Health Outcomes of Military Exposures, Epidemiology Program, Office of Patient Care Services, Veterans Health Administration, 810 Vermont Ave NW, Washington, DC 20420, USA
| | - Dawne Vogt
- VA Boston Health Care System, 150 S Huntington Ave, Boston, MA 02130, USA; Boston University School of Medicine, 72 E Concord St, Boston, MA 02118, USA
| | - John R Blosnich
- University of Southern California, 669 W 34th St, Los Angeles, CA 90089-0411, USA; VA Pittsburgh Healthcare System, 4100 Allequippa St, Pittsburgh, PA 15240, USA
| | - Claire A Hoffmire
- VA Rocky Mountain MIRECC for Suicide Prevention, 1700 N Wheeling St, Aurora, CO 80045, USA; University of Colorado School of Medicine, Department of Physical Medicine and Rehabilitation, 13001 E 17(th) Pl, Aurora, CO 80045, USA
| | - Yasmin Cypel
- Health Outcomes of Military Exposures, Epidemiology Program, Office of Patient Care Services, Veterans Health Administration, 810 Vermont Ave NW, Washington, DC 20420, USA
| | - Aaron I Schneiderman
- Health Outcomes of Military Exposures, Epidemiology Program, Office of Patient Care Services, Veterans Health Administration, 810 Vermont Ave NW, Washington, DC 20420, USA
| | - Shira Maguen
- San Francisco VA Health Care System, 4150 Clement St, San Francisco, CA 94121, USA; University of California - San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, USA
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Lebeaut A, Pedersen ER, Francis DJ, Zvolensky MJ, Vujanovic AA. Evaluation of an integrated personalized feedback intervention for hazardous drinkers with elevated anxiety sensitivity and PTSD symptoms: Protocol for a randomized controlled trial. Contemp Clin Trials Commun 2023; 32:101088. [PMID: 36824449 PMCID: PMC9941063 DOI: 10.1016/j.conctc.2023.101088] [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: 11/09/2022] [Revised: 02/02/2023] [Accepted: 02/03/2023] [Indexed: 02/05/2023] Open
Abstract
Background Hazardous drinking and posttraumatic stress disorder (PTSD) are commonly co-occurring conditions among adults. Motivational enhancement interventions, such as personalized feedback interventions (PFI), have demonstrated efficacy for reducing hazardous drinking. Emerging though scant literature has evaluated PFI for co-occurring PTSD and hazardous alcohol use. A transdiagnostic risk factor that may underlie this co-occurrence and inform novel PFI development is anxiety sensitivity (AS). Objective To use a randomized controlled trial to evaluate the efficacy of a novel, computer-based PFI for hazardous drinkers with at least subclinical PTSD and elevated AS (AP-PFI), against a time-matched comparison condition (C-PFI). Methods Participants (N = 100) will be recruited and enrolled from the Houston, TX community. The study includes: an in-person visit (baseline diagnostic assessment, a brief intervention, and a post-intervention assessment) and two follow-up assessments (1-week and 1-month). Participants who meet study inclusion criteria will be randomized to one of two conditions at baseline: AP-PFI or C-PFI. AP-PFI will consist of a brief, single-session, computer-delivered, PFI-based intervention that provides integrative and normative feedback about alcohol use, AS, and PTSD symptoms. C-PFI will be time-matched but will only include alcohol-related feedback. Conclusions AP-PFI is designed to provide feedback about alcohol use, PTSD symptoms, and AS and their interplay and deliver psychoeducation on harm-reduction techniques, interoceptive exposure exercises, and stress management strategies. The intervention may address extant gaps in treatment for these co-occurring conditions by providing a brief, evidence-based, motivational enhancement intervention that is cost-effective with potential to be disseminated across a variety of healthcare settings.
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Affiliation(s)
- Antoine Lebeaut
- Department of Psychology, University of Houston, Houston, TX, USA,Corresponding authors.
| | - Eric R. Pedersen
- Department of Psychiatry and Behavioral Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - David J. Francis
- Department of Psychology, University of Houston, Houston, TX, USA
| | | | - Anka A. Vujanovic
- Department of Psychology, University of Houston, Houston, TX, USA,Corresponding authors.
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Blakey SM, Griffin SC, Grove JL, Peter SC, Levi RD, Calhoun PS, Elbogen EB, Beckham JC, Pugh MJ, Kimbrel NA. Comparing psychosocial functioning, suicide risk, and nonsuicidal self-injury between veterans with probable posttraumatic stress disorder and alcohol use disorder. J Affect Disord 2022; 308:10-18. [PMID: 35398395 PMCID: PMC9133145 DOI: 10.1016/j.jad.2022.04.006] [Citation(s) in RCA: 6] [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] [Received: 09/15/2021] [Revised: 02/19/2022] [Accepted: 04/03/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Posttraumatic stress disorder (PTSD) and alcohol use disorder (AUD) are each common among Unites States (U.S.) military veterans and frequently co-occur (i.e., PTSD+AUD). Although comorbid PTSD+AUD is generally associated with worse outcomes relative to either diagnosis alone, some studies suggest the added burden of comorbid PTSD+AUD is greater relative to AUD-alone than to PTSD-alone. Furthermore, nonsuicidal self-injury (NSSI) is more common among veterans than previously thought but rarely measured as a veteran psychiatric health outcome. This study sought to replicate and extend previous work by comparing psychosocial functioning, suicide risk, and NSSI among veterans screening positive for PTSD, AUD, comorbid PTSD+AUD, and neither disorder. METHODS This study analyzed data from a national sample of N = 1046 U.S. veterans who had served during the Gulf War. Participants self-reported sociodemographic, functioning, and clinical information through a mailed survey. RESULTS Veterans with probable PTSD+AUD reported worse psychosocial functioning across multiple domains compared to veterans with probable AUD, but only worse functioning related to controlling violent behavior when compared to veterans with probable PTSD. Veterans with probable PTSD+AUD reported greater suicidal ideation and NSSI than veterans with probable AUD, but fewer prior suicide attempts than veterans with probable PTSD. LIMITATIONS This study was cross-sectional, relied on self-report, did not verify clinical diagnoses, and may not generalize to veterans of other military conflicts. CONCLUSIONS Findings underscore the adverse psychiatric and functional outcomes associated with PTSD and comorbid PTSD+AUD, such as NSSI, and highlight the importance of delivering evidence-based treatment to this veteran population.
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Affiliation(s)
- Shannon M Blakey
- Durham VA Health Care System, Durham, NC, United States of America; VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, NC, United States of America; RTI International, Research Triangle Park, NC, United States of America.
| | - Sarah C Griffin
- Durham VA Health Care System, Durham, NC, United States of America; VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, NC, United States of America
| | - Jeremy L Grove
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States of America
| | - Samuel C Peter
- Durham VA Health Care System, Durham, NC, United States of America
| | - Ryan D Levi
- Durham VA Health Care System, Durham, NC, United States of America
| | - Patrick S Calhoun
- Durham VA Health Care System, Durham, NC, United States of America; VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, NC, United States of America; Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States of America
| | - Eric B Elbogen
- VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, NC, United States of America; Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States of America; VA National Center on Homelessness Among Veterans, Tampa, FL, United States of America
| | - Jean C Beckham
- Durham VA Health Care System, Durham, NC, United States of America; VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, NC, United States of America; Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States of America
| | - Mary J Pugh
- VA Salt Lake City Healthcare System, Salt Lake City, UT, United States of America; University of Utah School of Medicine, Salt Lake City, UT, United States of America
| | - Nathan A Kimbrel
- Durham VA Health Care System, Durham, NC, United States of America; VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, NC, United States of America; Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States of America
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Noudali SN, Patock-Peckham JA, Berberian SL, Belton DA, Campbell LE, Infurna FJ. Does insomnia mediate the link between childhood trauma and impaired control over drinking, alcohol use, and related problems? Addict Behav Rep 2022; 15:100402. [PMID: 35036516 PMCID: PMC8743204 DOI: 10.1016/j.abrep.2021.100402] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 12/06/2021] [Accepted: 12/17/2021] [Indexed: 11/22/2022] Open
Abstract
INTRODUCTION Hyperarousal theory states that stressful negative events can result in a physiological response in the body leading to poor sleep quality. Childhood trauma is associated with many negative health consequences persisting into adulthood such as insomnia. Insomnia itself is a driver of poor physical and psychological health including excessive alcohol use. We examined the direct and indirect relationships between trauma (i.e., physical-neglect, physical, emotional, and sexual abuse) as well as emotionally supportive families on insomnia, impaired control over drinking, alcohol use, and alcohol-related problems. METHODS We studied a sample of 941 college students (467 women, 474 men). For our data analysis, we used a structural equation model with model indirect commands and 20,000 iteration bootstrapping with asymmetric confidence intervals in Mplus to obtain our mediated effects. RESULTS Higher levels of emotional abuse were directly associated with more insomnia. Further, higher levels of physical neglect were directly associated with more impaired control over drinking. We found several mediational pathways from this investigation as well. Higher levels of emotional abuse were indirectly linked to both more alcohol use and alcohol-related problems through increased insomnia and impaired control over drinking. CONCLUSIONS Our results were consistent with Hyperarousability Theory. We suggest that insomnia may contribute to dysregulated drinking and that combating emotional abuse could be a promising therapeutic target of intervention among college student social drinkers.
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Affiliation(s)
- Sean N. Noudali
- Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ 85287-1104, USA
| | - Julie A. Patock-Peckham
- Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ 85287-1104, USA
| | - Sophia L. Berberian
- Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ 85287-1104, USA
| | - Daniel A. Belton
- Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ 85287-1104, USA
| | - Lyndsay E. Campbell
- Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ 85287-1104, USA
| | - Frank J. Infurna
- Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ 85287-1104, USA
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Rubin A, Livingston NA, Brady J, Hocking E, Bickmore T, Sawdy M, Kressin N, Saitz R, Simon S. Computerized Relational Agent to Deliver Alcohol Brief Intervention and Referral to Treatment in Primary Care: a Randomized Clinical Trial. J Gen Intern Med 2022; 37:70-77. [PMID: 34145518 PMCID: PMC8212899 DOI: 10.1007/s11606-021-06945-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 05/20/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND Alcohol screening and brief intervention have demonstrated efficacy but limited effectiveness and implementation in real-world primary care settings. OBJECTIVE To evaluate the effectiveness of a computerized Relational Agent programmed to provide alcohol screening, brief intervention, and referral to treatment. We hypothesized that participants in the experimental condition would report greater reductions in their drinking and higher rates of brief intervention and referrals to specialty care compared to those in treatment as usual (TAU). DESIGN This was a Hybrid I implementation design and stratified RCT. Participants were randomized to TAU or Relational Agent + TAU and assessed at baseline and 3-month follow-up. PARTICIPANTS A total of 178 veteran participants were recruited by referral from primary care staff after a positive alcohol screen, or via letter sent do patients screening positive during recent visit. INTERVENTION(S) TAU involved yearly reminders to screen alcohol use and provide brief intervention and treatment referrals, as needed. The Relational Agent added an automated brief intervention, a 1-month follow-up Relational Agent visit, and referral to treatment if needed. MAIN MEASURES We measured average drinks per day, drinking days per week, number of brief interventions, and number of referrals over 3 months. KEY RESULTS Participants decreased their drinking in both study conditions, with no significant between-group differences on primary alcohol measures. However, Relational Agent + TAU participants evidenced greater improvements regarding negative alcohol-related consequences over 3 months, and were significantly more likely to receive a brief intervention and referral to specialty care. CONCLUSIONS The Relational Agent successfully provided brief intervention and referred many more patients to specialty care and was able to intervene with patients with less severe drinking without increasing primary care burden. TRIAL REGISTRATION clinicaltrials.gov , NCT02030288, https://clinicaltrials.gov/ct2/home.
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Affiliation(s)
- Amy Rubin
- U.S. Department of Veterans Affairs, VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA, 02130, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Nicholas A Livingston
- U.S. Department of Veterans Affairs, VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA, 02130, USA.
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA.
- Behavioral Sciences Division, National Center for PTSD, Boston, MA, USA.
| | - Julianne Brady
- U.S. Department of Veterans Affairs, VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA, 02130, USA
| | - Elise Hocking
- U.S. Department of Veterans Affairs, VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA, 02130, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | | | - Molly Sawdy
- U.S. Department of Veterans Affairs, VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA, 02130, USA
| | - Nancy Kressin
- U.S. Department of Veterans Affairs, VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA, 02130, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Richard Saitz
- School of Public Health, Boston University, Boston, MA, USA
| | - Steven Simon
- U.S. Department of Veterans Affairs, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
- Harvard Medical School, Boston, MA, USA
- David Geffen UCLA School of Medicine, Los Angeles, CA, USA
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9
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Estes S, Tice JR. Understanding and Addressing the Unique Challenges and Conditions of the Veteran: Improving Sleep and Well-Being. Nurs Clin North Am 2021; 56:219-227. [PMID: 34023117 DOI: 10.1016/j.cnur.2021.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Veterans are those who have served our country in one of the branches of armed forces or military reserves. The Veterans Health Administration is the largest integrated health system in the nation, providing health care services and latest research for veterans. Non-Veteran Health Administration primary care clinicians, who also take care of veterans, deserve to have an understanding of the unique challenges and conditions these individuals face and the resources that are available to improve sleep health and well-being of all veterans. This article guides these clinicians to manage sleep disorders, mental health disorders, and substance use among veterans.
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Affiliation(s)
- Sandra Estes
- Capstone College of Nursing, The University of Alabama, 650 University Boulevard East, Tuscaloosa, AL 35401, USA; Tuscaloosa Veterans Affairs Medical Center, Tuscaloosa Research and Education Advancement Corporation, 3701 Loop Road East, Building 3 Research Suite, Tuscaloosa, AL 35404, USA.
| | - Johnny R Tice
- Capstone College of Nursing, The University of Alabama, 650 University Boulevard East, Tuscaloosa, AL 35401, USA
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10
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McGee-Vincent P, Juhasz K, Jamison AL, Avery TJ, Owen JE, Jaworski BK, Blonigen DM. Mobile Mental Health Apps from the National Center for PTSD: Digital Self-Management Tools for Co-Occurring Disorders. J Dual Diagn 2021; 17:181-192. [PMID: 34152258 DOI: 10.1080/15504263.2021.1939919] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Mobile mental health apps can help bridge gaps in access to care for those with substance use disorders and dual diagnoses. The authors describe a portfolio of free, publicly available mobile mental health apps developed by the National Center for PTSD. The authors also demonstrate how this suite of primarily non-substance use disorder-specific mobile mental health apps may support the active ingredients of substance use disorder treatment or be used for self-management of substance use disorder and related issues. The potential advantages of these apps, as well as limitations and considerations for future app development, are discussed.
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Affiliation(s)
- Pearl McGee-Vincent
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Katherine Juhasz
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Andrea L Jamison
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Timothy J Avery
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Jason E Owen
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Beth K Jaworski
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Daniel M Blonigen
- HSR&D Center for Innovation to Implementation, VA Palo Alto Health Care System; Menlo Park, California, USA.,Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
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11
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Quilty L, Agic B, Coombs M, Kristy BL, Shakespeare J, Spafford A, Besa R, Dematagoda S, Patel A, Persaud R, Buckley L. Benefits of Digital Health Resources for Substance Use Concerns in Women: Scoping Review. JMIR Ment Health 2021; 8:e25952. [PMID: 34096879 PMCID: PMC8218208 DOI: 10.2196/25952] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Revised: 04/24/2021] [Accepted: 04/29/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Digital health resources are being increasingly used to support women with substance use concerns. Although empirical research has demonstrated that these resources have promise, the available evidence for their benefit in women requires further investigation. Evidence supports the capacity of interventions that are sex-, gender-, and trauma-informed to improve treatment access and outcomes and to reduce health system challenges and disparities. Indeed, both sex- and gender-specific approaches are critical to improve health and gender equity. Violence and trauma are frequent among those with substance use concerns, but they disproportionately affect those who identify as female or women, further underscoring the need for trauma-informed care as well. OBJECTIVE The objective of this investigation was to evaluate the evidence supporting the efficacy or effectiveness of online or mobile interventions for risky or harmful substance use in adults who identify as female or women, or who report a history of trauma. METHODS This scoping review is based on an academic search in MEDLINE, APA PsycINFO, Embase, Cochrane Central, and CINAHL, as well as a grey literature search in US and Canadian government and funding agency websites. Of the 7807 records identified, 465 remained following title and abstract screening. Of these, 159 met all eligibility criteria and were reviewed and synthesized. RESULTS The 159 records reflected 141 distinct studies and 125 distinct interventions. Investigations and the interventions evaluated predominantly focused on alcohol use or general substance use. Evaluated digital health resources included multisession and brief-session interventions, with a wide range of therapeutic elements. Multisession online and mobile interventions exhibited beneficial effects in 86.1% (105/122) of studies. Single-session interventions similarly demonstrated beneficial effects in 64.2% (43/67) of study conditions. Most investigations did not assess gender identity or conduct sex- or gender-based analyses. Only 13 investigations that included trauma were identified. CONCLUSIONS Despite the overall promise of digital health interventions for substance use concerns, direct or quantitative evidence on the efficacy or effectiveness of interventions in females or women specifically is weak.
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Affiliation(s)
- Lena Quilty
- Centre for Addiction and Mental Health, Toronto, ON, Canada.,University of Toronto, Toronto, ON, Canada
| | - Branka Agic
- Centre for Addiction and Mental Health, Toronto, ON, Canada.,University of Toronto, Toronto, ON, Canada
| | | | - Betty-Lou Kristy
- Centre for Innovation in Peer Support, Support House, Oakville, ON, Canada
| | | | | | - Reena Besa
- Centre for Addiction and Mental Health, Toronto, ON, Canada
| | | | - Alina Patel
- Centre for Addiction and Mental Health, Toronto, ON, Canada.,University of Toronto, Toronto, ON, Canada
| | | | - Leslie Buckley
- Centre for Addiction and Mental Health, Toronto, ON, Canada.,University of Toronto, Toronto, ON, Canada
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12
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Livingston N, Ameral V, Hocking E, Leviyah X, Timko C. Interventions to Improve Post-Detoxification Treatment Engagement and Alcohol Recovery: Systematic Review of Intervention Types and Effectiveness. Alcohol Alcohol 2021; 57:136-150. [PMID: 33791782 DOI: 10.1093/alcalc/agab021] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 01/15/2021] [Accepted: 03/09/2021] [Indexed: 01/28/2023] Open
Abstract
AIMS Most inpatient alcohol detoxification patients do not seek treatment post-discharge, which increases the risk of relapse and re-hospitalization. To date, there have been no efforts to synthesize the evidence supporting the broad range of available interventions for this critical transition. The current study is a systematic review and evaluation of interventions designed to promote treatment engagement and recovery following alcohol detoxification. METHODS The initial literature search yielded 6419 articles, published since 1999, from PubMed, CINAHL, PsycINFO, Psychology & Behavioral Sciences Collection and PsycARTICLES databases, 49 of which were eligible for full review. Data extraction included in-depth evaluation of intervention types, study and research design features, reported outcomes and study quality/bias indicators. All articles were coded by independent raters and final results were obtained through consensus. RESULTS Interventions included medical/medication, psychological/psychosocial, technological, mutual-help and combined approaches. On average, medical/medication interventions were less, and psychological/psychosocial and technological interventions were more likely to demonstrate efficacy with respect to treatment engagement and recovery. There was significant variability in study quality/bias but no significant differences across intervention types. Studies differed considerably across measured outcomes, internal and external validity, in/exclusion criteria and documentation of co-occurring psychiatric disorders. CONCLUSION Over half of studies reviewed reported empirical support for the intervention(s) evaluated. Although findings slightly favor non-medical interventions, the variability in study design and quality/bias requires more rigorous follow-up research. Recommendations from this review may guide future implementation and intervention development, which are critically needed to improve post-detoxification care and outcomes for patients with alcohol use disorder.
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Affiliation(s)
- Nicholas Livingston
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, 150 South Huntington Avenue, Boston, MA 02130, USA.,VA Boston Healthcare System, 150 South Huntington Avenue, Boston, MA 02130, USA.,Department of Psychiatry, Boston University School of Medicine, 720 Harrison Avenue, Room 906 Boston, MA 02118, USA
| | - Victoria Ameral
- Edith Nourse Rogers Memorial Veterans Hospital, 200 Springs Road Bedford, MA 01730, USA
| | - Elise Hocking
- VA Boston Healthcare System, 150 South Huntington Avenue, Boston, MA 02130, USA.,Department of Psychiatry, Boston University School of Medicine, 720 Harrison Avenue, Room 906 Boston, MA 02118, USA
| | - Xenia Leviyah
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, 150 South Huntington Avenue, Boston, MA 02130, USA
| | - Christine Timko
- VA Palo Alto Health Care System, 3801 Miranda AvenuePalo Alto, CA 94304, USA.,Stanford University School of Medicine, Stanford University, 291 Campus Drive, Stanford, CA 94305, USA
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13
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Livingston NA, Simpson T, Lehavot K, Ameral V, Brief DJ, Enggasser J, Litwack S, Helmuth E, Roy M, Rosenbloom D, Keane TM. Differential alcohol treatment response by gender following use of VetChange. Drug Alcohol Depend 2021; 221:108552. [PMID: 33556659 DOI: 10.1016/j.drugalcdep.2021.108552] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 12/30/2020] [Accepted: 01/05/2021] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Proportionally more women use online alcohol interventions but also report less robust treatment outcomes compared to men. Less is known about outcome disparities among veteran women, who are a growing demographic nationally. The current study examined gender differences among returning veteran men and women who used VetChange, a web-based intervention for hazardous drinking and posttraumatic stress symptoms (PTSS). METHOD Using data from a nationwide implementation study of returning combat veterans (n = 222), we performed hierarchical linear modeling to examine gender differences in alcohol and PTSS outcomes over six months following VetChange registration. Additional analyses examined gender differences in proportional changes in hazardous drinking and at each assessment point. RESULTS Returning veterans reported significant decreases in alcohol use and PTSS over time, yet men evidenced significantly greater reduction in average weekly drinks and drinks per drinking day compared to women. Follow up analyses indicated that women were significantly less likely than men to achieve low-risk drinking by one month post-registration. Proportional change in alcohol use yielded marginal and non-significant trends that were, nonetheless, consistent with the overall pattern of gender differences. CONCLUSION These results contribute to emerging literature suggesting that women use online alcohol use interventions at proportionately higher rates than do men, but do not reduce their drinking as much as men. There are a number of potential content changes that could improve outcomes for returning veteran women using online interventions, and data-driven adaptations based on stakeholder input are recommended.
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Affiliation(s)
- Nicholas A Livingston
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, USA; U.S. Department of Veteran Affairs, VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, USA.
| | - Tracy Simpson
- Center of Excellence in Substance Addiction, Treatment, and Education (CESATE), VA Puget Sound Healthcare System, Seattle, WA, USA; Department of Psychiatry & Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, USA
| | - Keren Lehavot
- Department of Psychiatry & Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, USA; Seattle-Denver HSR&D Center of Innovation (COIN), Seattle, WA, USA; Department of Health Services, University of Washington, Seattle, WA, USA
| | - Victoria Ameral
- Edith Nourse Rogers Memorial Veterans Hospital, Bedford, MA, USA
| | - Deborah J Brief
- U.S. Department of Veteran Affairs, VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, USA
| | - Justin Enggasser
- U.S. Department of Veteran Affairs, VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, USA
| | - Scott Litwack
- U.S. Department of Veteran Affairs, VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, USA
| | | | - Monica Roy
- U.S. Department of Veteran Affairs, VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, USA
| | | | - Terence M Keane
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, USA; U.S. Department of Veteran Affairs, VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, USA
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14
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Kasten CR, Holmgren EB, Lerner MR, Wills TA. BNST specific mGlu5 receptor knockdown regulates sex-dependent expression of negative affect produced by adolescent ethanol exposure and adult stress. Transl Psychiatry 2021; 11:178. [PMID: 33731684 PMCID: PMC7969933 DOI: 10.1038/s41398-021-01285-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 01/21/2021] [Accepted: 02/18/2021] [Indexed: 12/11/2022] Open
Abstract
Adolescent alcohol use is one of the strongest predictors for the development of an alcohol use disorder (AUD). Notably, this period of risk coincides with the development of affective disorders, which disproportionately impact and drive problematic drinking behavior in women. Stress is a particularly salient factor that drives relapse during periods of abstinence. Previous work in our lab has shown that adolescent intermittent ethanol vapor (AIE) produces sex-dependent changes in glutamatergic activity in the bed nucleus of the stria terminalis (BNST) and behavioral outcomes following acute restraint stress in adulthood. In females, AIE disrupts group 1 metabotropic glutamate (mGlu1/5) receptor activity and enhances anhedonia-like behavior. The current study site-specifically knocked down mGlu5 receptors in the BNST of male and female Grm5loxp mice, exposed them to AIE, and observed the interaction of AIE and stress on negative affect-like behaviors in adulthood. These negative affect-like behaviors included the novelty-induced hypophagia task following acute restraint stress, open field activity, and contextual fear conditioning. Overall, we replicated our previous findings that AIE enhanced anhedonia-like activity in the novelty-induced hypophagia task in females and fear acquisition in males. The primary effect of BNST-mGlu5 receptor knockdown was that it independently enhanced anhedonia-like activity in females. Correlation analyses revealed that behavior in these paradigms showed poor interdependence. These results indicate that preclinical models of negative affective-like states encompass distinct features that may have independent, clinically relevant mechanisms. Further, modulating mGlu5 receptors is a prospective treatment target for females experiencing anhedonic-like states that make them susceptible to alcohol relapse.
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Affiliation(s)
- Chelsea R Kasten
- Department of Cell Biology and Anatomy, LSU Health Sciences Center New Orleans, New Orleans, LA, USA
| | - Eleanor B Holmgren
- Department of Cell Biology and Anatomy, LSU Health Sciences Center New Orleans, New Orleans, LA, USA
| | - Mollie R Lerner
- Department of Cell Biology and Anatomy, LSU Health Sciences Center New Orleans, New Orleans, LA, USA
| | - Tiffany A Wills
- Department of Cell Biology and Anatomy, LSU Health Sciences Center New Orleans, New Orleans, LA, USA.
- Neuroscience Center of Excellence, LSU Health Sciences Center New Orleans, New Orleans, LA, USA.
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15
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Patock-Peckham JA, Belton DA, D'Ardenne K, Tein JY, Bauman DC, Infurna FJ, Sanabria F, Curtis J, Morgan-Lopez AA, McClure SM. Dimensions of childhood trauma and their direct and indirect links to PTSD, impaired control over drinking, and alcohol-related-problems. Addict Behav Rep 2020; 12:100304. [PMID: 33364313 PMCID: PMC7752722 DOI: 10.1016/j.abrep.2020.100304] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 09/06/2020] [Accepted: 09/17/2020] [Indexed: 11/27/2022] Open
Abstract
INTRODUCTION Post-Traumatic Stress Disorder (PTSD) develops after experiencing events that evoke fear, helplessness, or horror. The Hyperarousablity Hypothesis suggests that those with PTSD may drink more to dampen physiological reactivity. We examined the direct and indirect relationships between childhood trauma (e.g., physical-neglect, emotional-abuse, physical-abuse, sexual-abuse) versus an emotionally-supportive-family on PTSD, impaired control over drinking (IC), alcohol-use, and alcohol-related-problems. IC reflects consuming more alcohol than one originally intended. METHODS We fit a multiple-group SEM to data on 835 participants. Mediational analyses were conducted by using the (K = 20,000) bootstrap technique with confidence intervals. RESULTS Physical-neglect was directly linked to more IC among both genders. Emotional abuse was also found to be directly linked to more PTSD among both genders. Furthermore, PTSD was directly linked to more impaired control over alcohol use (IC) among both genders. Mediational analyses showed that physical-neglect was indirectly linked to more alcohol-related-problems through increased IC. Having an emotionally supportive family was directly linked to fewer PTSD symptoms among women. For both genders, emotional abuse was indirectly linked to more alcohol-related-problems through more PTSD symptoms, impaired control over alcohol use difficulties, and in turn, more alcohol-use. Sexual abuse was indirectly linked to increased alcohol-related- problems through increased PTSD symptoms and more IC, and in turn, more alcohol-use among men. CONCLUSIONS Recalled childhood trauma (sexual and emotional abuse) may contribute to PTSD symptoms and dysregulated drinking. In conclusion, our data suggest that reducing PTSD symptoms may assist individuals in regaining control over their drinking.
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Affiliation(s)
| | - Daniel A. Belton
- Arizona State University, Department of Psychology, Tempe, AZ, 85287, USA
| | | | - Jenn-Yun Tein
- Arizona State University, Department of Psychology, Tempe, AZ, 85287, USA
| | - Dylan C. Bauman
- Arizona State University, Department of Psychology, Tempe, AZ, 85287, USA
| | - Frank J. Infurna
- Arizona State University, Department of Psychology, Tempe, AZ, 85287, USA
| | - Federico Sanabria
- Arizona State University, Department of Psychology, Tempe, AZ, 85287, USA
| | - John Curtis
- Arizona State University, Department of Psychology, Tempe, AZ, 85287, USA
| | | | - Samuel M. McClure
- Arizona State University, Department of Psychology, Tempe, AZ, 85287, USA
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