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Thomas JL, Yarrington JS, Chen T, Benedicto R, Sumner JA, Keenan-Miller D. Acceptance and Commitment Therapy for Posttraumatic Psychopathology: A Group-Based Telehealth Intervention. Am J Psychother 2025:appipsychotherapy20240030. [PMID: 40200795 DOI: 10.1176/appi.psychotherapy.20240030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/10/2025]
Abstract
OBJECTIVE Transdiagnostic treatments are needed to address the diverse manifestations and effects of trauma-related psychopathology. Acceptance and commitment therapy (ACT) is a promising intervention, although little is known about its application among trauma-exposed civilians. A single-arm pilot study evaluated outcomes of a virtual, group-based ACT intervention for trauma delivered through a training clinic. METHODS Five female clients (mean age=42.6 years) with a history of criterion A trauma completed an 11-week skills group and repeated measures assessing posttraumatic and related psychopathology symptoms (e.g., depression, anxiety, posttraumatic stress disorder [PTSD]), emotion regulation, quality of life, posttraumatic growth, and experiential avoidance. Paired-samples t tests were used to assess pre- to postintervention effects. RESULTS All clients completed the intervention, suggesting high acceptability. Analyses of pre- to postintervention effects demonstrated significant reductions in depression (d=1.16, p=0.03) and anxiety (d=0.95, p=0.05) symptoms but not in PTSD symptoms; effect sizes for significant changes were large. Significant and large increases in effective use of emotion regulation strategies (d=1.02, p=0.04) and posttraumatic growth (d=1.18, p=0.03) were also observed. Experiential avoidance, a hypothesized treatment mechanism in ACT, decreased from pre- to postintervention (d=1.22, p=0.03). CONCLUSIONS Findings provide initial evidence for acceptability and beneficial clinical outcomes of a virtual, group-based ACT intervention to address the transdiagnostic consequences of traumatic stress.
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Affiliation(s)
- Jordan L Thomas
- Department of Psychology, University of California, Los Angeles, Los Angeles (Thomas, Yarrington, Chen, Sumner, Keenan-Miller); Department of Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles (Benedicto). Dr. Thomas is now with the Department of Psychiatry, Chobanian & Avedisian School of Medicine, Boston University, Boston, and National Center for PTSD at the VA Boston Healthcare System, Boston, and Dr. Yarrington is now with the Department of Psychology, University of Arizona, Tucson, and the Department of Psychology, University of California, Los Angeles, Los Angeles
| | - Julia S Yarrington
- Department of Psychology, University of California, Los Angeles, Los Angeles (Thomas, Yarrington, Chen, Sumner, Keenan-Miller); Department of Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles (Benedicto). Dr. Thomas is now with the Department of Psychiatry, Chobanian & Avedisian School of Medicine, Boston University, Boston, and National Center for PTSD at the VA Boston Healthcare System, Boston, and Dr. Yarrington is now with the Department of Psychology, University of Arizona, Tucson, and the Department of Psychology, University of California, Los Angeles, Los Angeles
| | - Tiffany Chen
- Department of Psychology, University of California, Los Angeles, Los Angeles (Thomas, Yarrington, Chen, Sumner, Keenan-Miller); Department of Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles (Benedicto). Dr. Thomas is now with the Department of Psychiatry, Chobanian & Avedisian School of Medicine, Boston University, Boston, and National Center for PTSD at the VA Boston Healthcare System, Boston, and Dr. Yarrington is now with the Department of Psychology, University of Arizona, Tucson, and the Department of Psychology, University of California, Los Angeles, Los Angeles
| | - Rosalita Benedicto
- Department of Psychology, University of California, Los Angeles, Los Angeles (Thomas, Yarrington, Chen, Sumner, Keenan-Miller); Department of Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles (Benedicto). Dr. Thomas is now with the Department of Psychiatry, Chobanian & Avedisian School of Medicine, Boston University, Boston, and National Center for PTSD at the VA Boston Healthcare System, Boston, and Dr. Yarrington is now with the Department of Psychology, University of Arizona, Tucson, and the Department of Psychology, University of California, Los Angeles, Los Angeles
| | - Jennifer A Sumner
- Department of Psychology, University of California, Los Angeles, Los Angeles (Thomas, Yarrington, Chen, Sumner, Keenan-Miller); Department of Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles (Benedicto). Dr. Thomas is now with the Department of Psychiatry, Chobanian & Avedisian School of Medicine, Boston University, Boston, and National Center for PTSD at the VA Boston Healthcare System, Boston, and Dr. Yarrington is now with the Department of Psychology, University of Arizona, Tucson, and the Department of Psychology, University of California, Los Angeles, Los Angeles
| | - Danielle Keenan-Miller
- Department of Psychology, University of California, Los Angeles, Los Angeles (Thomas, Yarrington, Chen, Sumner, Keenan-Miller); Department of Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles (Benedicto). Dr. Thomas is now with the Department of Psychiatry, Chobanian & Avedisian School of Medicine, Boston University, Boston, and National Center for PTSD at the VA Boston Healthcare System, Boston, and Dr. Yarrington is now with the Department of Psychology, University of Arizona, Tucson, and the Department of Psychology, University of California, Los Angeles, Los Angeles
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Goldman-Mellor S, Qin P. Psychiatric disorder before and after exposure to violent injury: A nationwide Norwegian register-based cohort study. J Psychiatr Res 2024; 180:154-162. [PMID: 39423519 DOI: 10.1016/j.jpsychires.2024.09.053] [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: 05/24/2024] [Revised: 09/23/2024] [Accepted: 09/30/2024] [Indexed: 10/21/2024]
Abstract
Interpersonal violent injury is associated with increased risk of subsequent psychological problems, but pre-existing psychopathology may complicate this association in ways that are poorly understood. Using nationwide longitudinal registry data from Norway, we tested how psychiatric history modified the association between violent injury exposure and subsequent psychiatric disorder, and examined disorder continuity before vs. after violent injury. We identified all individuals presenting to emergency services in 2010-2018 with a violent injury, along with sex- and age-matched comparison individuals from the general population. The primary outcome was subsequent psychiatric disorder, observed through December 31, 2018, with secondary analyses examining psychiatric diagnoses pre- vs. post-injury. Of the 28,276 violence-injured patients, 20% had a history of psychiatric disorder, vs. 6% of the 282,760 comparison individuals. In Cox regression models, violence-injured patients had substantially higher rates of any subsequent psychiatric disorder when compared to matched peers (HRadj: 2.36; 95% CI: 2.29, 2.42), but this association was confounded and modified by psychiatric history. Continuity of psychiatric diagnosis before and after injury was high among violence-injured patients, but they were also more likely than the comparison group to receive a new diagnosis, potentially indicating incident onset of new psychiatric disorder associated with violence exposure. Violence-injured patients face substantial burden of psychiatric disorder, especially for substance use and mood/anxiety disorders; clinical and public health strategies are needed to address this burden, which precedes violent injury in some cases but is likely provoked by it in others.
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Affiliation(s)
- Sidra Goldman-Mellor
- Department of Public Health, University of California, Merced, 5200 N. Lake Rd., Merced, CA, USA; Health Sciences Research Institute, University of California, Merced, 5200 N. Lake Rd., Merced, CA, USA.
| | - Ping Qin
- National Centre for Suicide Research and Prevention, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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Epe-Jungeblodt F, Pauli P, Schwab F, Andreatta M. Trauma history and course of therapy in a naturalistic cognitive behavior therapy outpatient sample: An archive data study. J Clin Psychol 2024; 80:1937-1948. [PMID: 38747513 DOI: 10.1002/jclp.23702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 03/20/2024] [Accepted: 04/30/2024] [Indexed: 07/05/2024]
Abstract
OBJECTIVE Cognitive Behavior Therapy (CBT) is an effective treatment for anxiety and depression disorders. Nonetheless, nearly 50% of all patients do not respond. Besides other factors, nonresponse may be linked to traumatic life events. This study aims to assess the relationship between trauma history, applied therapy interventions, and therapy outcomes. METHODS We analyzed data from 340 CBT outpatients diagnosed with a depression or anxiety disorder and possibly a trauma history treated under naturalistic conditions. Based on their therapy files, we collected information on trauma history, diagnoses, applied interventions, and severity of depression and anxiety symptoms at the start and end of therapy. The relationship between trauma, diagnoses, and intervention use and the development of depression and anxiety symptoms was analyzed using Linear Mixed Models. RESULTS Patients with a trauma history reported higher pre- and posttreatment symptom severity than those without trauma. No differences in applied interventions or decrease in symptom severity were found between patients with and without a trauma history. Specialized interventions were seldom applied. CONCLUSION Although no differences between patients with and without a trauma history were found in therapy response, patients with a trauma history maintained higher levels of symptom severity. These results indicate a need for more personalized interventions and evidence-based guidelines to personalize CBT for patients with a trauma history and high symptom severity.
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Affiliation(s)
- Franziska Epe-Jungeblodt
- Department of Psychology, Biological Psychology, Clinical Psychology, and Psychotherapy, Faculty of Human Sciences, Julius-Maximilians-Universität Würzburg (JMU), Würzburg, Germany
| | - Paul Pauli
- Department of Psychology, Biological Psychology, Clinical Psychology, and Psychotherapy, Faculty of Human Sciences, Julius-Maximilians-Universität Würzburg (JMU), Würzburg, Germany
| | - Frank Schwab
- Department of Media Psychology, Institute Human-Computer-Media, Faculty of Human Sciences, Julius-Maximilians-Universität Würzburg (JMU), Würzburg, Germany
| | - Marta Andreatta
- Department of General Psychiatry and Psychotherapy, University Hospital Tübingen, Tübingen, Germany
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Kofman YB, Selbe S, Szentkúti P, Horváth-Puhó E, Rosellini AJ, Lash TL, Schnurr PP, Sørensen HT, Galea S, Gradus JL, Sumner JA. Sex Differences in Psychopathology Following Potentially Traumatic Experiences. JAMA Netw Open 2024; 7:e240201. [PMID: 38386319 PMCID: PMC10884878 DOI: 10.1001/jamanetworkopen.2024.0201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 01/04/2024] [Indexed: 02/23/2024] Open
Abstract
Importance Various psychopathology may follow trauma; however, sex differences in these ranging manifestations of posttraumatic psychopathology remain understudied. Objective To investigate sex-specific incidence of posttraumatic psychopathology. Design, Setting, and Participants This population-based cohort study of Danish national health registries included a cohort of individuals who experienced a potentially traumatic event (PTE) from 1994 to 2016. Individuals were further categorized by presence of any pretrauma psychopathology. A comparison group of individuals who experienced a nontraumatic stressor (nonsuicide death of a first-degree relative) was examined as a reference cohort. Exposures At least 1 of 8 PTEs (eg, physical assault, transportation accident) derived through health registry International Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10) codes, with additional qualifiers to improve classification accuracy. Main Outcomes and Measures Incidence of 9 categories of ICD-10 psychiatric disorders recorded in registries within 5 years of PTEs. The standardized morbidity ratios (SMRs) for psychopathology outcomes were also calculated to compare individuals experiencing PTEs with those experiencing a nontraumatic stressor. Results This study included 1 398 026 individuals who had been exposed to trauma (475 280 males [34.0%]; 922 750 females [66.0%]). The group of males who had been exposed to trauma were evenly distributed across age, while most females in the trauma-exposed group were aged 16 to 39 years (592 385 [64.2%]). Males and females were equally distributed across income quartiles and predominantly single. Following PTEs, the most common diagnosis was substance use disorders for males (35 160 [7.4%]) and depressive disorders for females (29 255 [3.2%]); incidence proportions for these and other disorders were higher among males and females with any pretrauma psychopathology. Certain PTEs had elevated onset of various psychiatric disorders and some sex differences emerged. Following physical assault, associations were found with schizophrenia or psychotic disorders for males (SMR, 17.5; 95% CI, 15.9-19.3) and adult personality disorders for females (SMR, 16.3; 95% CI, 14.6-18.3). For noninterpersonal PTEs, males had larger SMRs for substance use, schizophrenia or psychotic disorders, and adult personality disorders (SMR, 43.4; 95% CI, 41.9-45.0), and females had larger SMRs for depressive disorders (SMR, 19.0; 95% CI, 18.6-19.4). Sex differences were also observed, particularly when considering pretrauma psychopathology. For example, among interpersonal PTEs, males were most likely to develop substance use disorders after physical assault, whereas females were more likely to develop various disorders, with stronger associations seen for females without pretrauma psychiatric diagnoses. Among noninterpersonal PTEs, exposure to toxic substance showed robust associations with psychopathology, particularly in those without pretrauma psychopathology, with sex-specific differences across psychiatric categories. Conclusions and Relevance Mental disorders after trauma were wide-ranging for males and females, and sex differences in patterns of posttraumatic psychopathology were more pronounced when accounting for pretrauma psychopathology. Findings provide new insights for sex-relevant PTEs and their mental health consequences. It also outlines future directions for advancing understanding of a constellation of posttraumatic psychopathology in males and females.
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Affiliation(s)
| | - Sophie Selbe
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
| | - Peter Szentkúti
- Department of Clinical Epidemiology, Aarhus University Hospital and Aarhus University, Aarhus, Denmark
| | - Erzsébet Horváth-Puhó
- Department of Clinical Epidemiology, Aarhus University Hospital and Aarhus University, Aarhus, Denmark
| | - Anthony J. Rosellini
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
- Department of Psychological and Brain Sciences, Boston University, Boston, Massachusetts
| | - Timothy L. Lash
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Paula P. Schnurr
- National Center for PTSD Executive Division, White River Junction, Vermont
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Henrik Toft Sørensen
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
- Department of Clinical Epidemiology, Aarhus University Hospital and Aarhus University, Aarhus, Denmark
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Sandro Galea
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
| | - Jaimie L. Gradus
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
- Department of Clinical Epidemiology, Aarhus University Hospital and Aarhus University, Aarhus, Denmark
- Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts
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El-Hourani M, Zadra A, Castellanos-Ryan N, Rioux C, Tremblay RE, Parent S, Séguin JR. Longitudinal Study of Early Adversity and Disturbing Dream Frequency: Moderating Role of Early Negative Emotionality. Res Child Adolesc Psychopathol 2024; 52:277-291. [PMID: 37589805 DOI: 10.1007/s10802-023-01109-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/26/2023] [Indexed: 08/18/2023]
Abstract
Although disturbing dreams are prevalent in youth and are associated with psychopathology, little is known about their developmental course and risk factors. We aimed to examine the association between early social environment and subsequent disturbing dream frequency across adolescence as moderated by early negative emotionality. Measures of children's early social environment and negative emotionality were collected from the mothers of 410 children (5-42 months old) and measures of disturbing dream frequency directly from the children (13-18 years old). Preliminary steps identified subgroups of families with distinct profiles of social environment using latent variable mixture modeling, and captured changes in disturbing dream frequency using latent growth modeling. Regression and moderation analyses were conducted to test the study objectives. Results showed that the diverse family patterns were best captured by two profiles reflecting adverse and positive social environments and that overall disturbing dream frequency decreased during adolescence. Moderation analyses showed that when early negative emotionality was higher, DD frequency was not only more elevated in an adverse environment, but lower in a positive environment. These results indicate that the development of disturbing dreams is most strongly associated with a combination of individual and environment factors. Our study adds to the literature by refining our conception of individual traits and disturbing dream development and has implications for the prevention of bad dreams, nightmares, and associated psychopathologies.
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Affiliation(s)
- Mira El-Hourani
- Department of Psychology, Université de Montréal, Montréal, Québec, Canada
- Centre de Recherche du CHU Ste-Justine, Bureau B17.107; 3175 Chemin Côte Ste-Catherine, H3T 1C5, Montréal, Québec, Canada
| | - Antonio Zadra
- Department of Psychology, Université de Montréal, Montréal, Québec, Canada
| | - Natalie Castellanos-Ryan
- Centre de Recherche du CHU Ste-Justine, Bureau B17.107; 3175 Chemin Côte Ste-Catherine, H3T 1C5, Montréal, Québec, Canada
- School of Psychoeducation, Université de Montréal, Montréal, Québec, Canada
| | - Charlie Rioux
- Department of Psychology, University of Oklahoma, Norman, Oklahoma, USA
| | - Richard E Tremblay
- Department of Psychology, Université de Montréal, Montréal, Québec, Canada
- Centre de Recherche du CHU Ste-Justine, Bureau B17.107; 3175 Chemin Côte Ste-Catherine, H3T 1C5, Montréal, Québec, Canada
- Department of Pediatrics, Université de Montréal, Montréal, Québec, Canada
- School of Public Health, University College Dublin, Dublin, Ireland
| | - Sophie Parent
- Centre de Recherche du CHU Ste-Justine, Bureau B17.107; 3175 Chemin Côte Ste-Catherine, H3T 1C5, Montréal, Québec, Canada
- School of Psychoeducation, Université de Montréal, Montréal, Québec, Canada
| | - Jean R Séguin
- Centre de Recherche du CHU Ste-Justine, Bureau B17.107; 3175 Chemin Côte Ste-Catherine, H3T 1C5, Montréal, Québec, Canada.
- Department of Psychiatry and Addictology, Université de Montréal, Montréal, Québec, Canada.
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Bendall S, Eastwood O, Spelman T, McGorry P, Hickie I, Yung AR, Amminger P, Wood SJ, Pantelis C, Purcell R, Phillips L. Childhood trauma is prevalent and associated with co-occurring depression, anxiety, mania and psychosis in young people attending Australian youth mental health services. Aust N Z J Psychiatry 2023; 57:1518-1526. [PMID: 37243364 DOI: 10.1177/00048674231177223] [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] [Indexed: 05/28/2023]
Abstract
OBJECTIVES Childhood trauma is common and associated with mental ill health. While high rates of trauma are observed across individual disorders, there is evidence that trauma is associated with an admixture of affective, anxiety and psychotic symptoms in adults. Given that early onset of mental disorder and trauma exposure herald poor outcomes, it is important to examine trauma prevalence rates in youth mental health services and to determine whether this trauma-related clustering is present in help-seeking young people. METHODS We used data from the Transitions Study, a longitudinal investigation of young people attending headspace youth mental health services in Australia between January 2011 and August 2012. Participants were 775 young people aged 12-25. Childhood trauma was assessed using the Childhood Trauma Questionnaire. Multinomial regression was used to assess whether reported childhood trauma was more strongly associated with the co-occurrence of depression, anxiety, mania and psychosis symptoms than with any one in isolation. RESULTS Approximately 84% of participants reported some form of abuse (emotional: 68%; physical: 32%; sexual: 22%) or neglect (emotional: 65%; physical: 46%). Exposure to multiple trauma types was common. Childhood trauma was significantly associated with each symptom domain. More severe childhood trauma was more strongly associated with the co-occurrence of symptoms than with any one symptom domain in isolation, such that more severely trauma-exposed young people were more likely to experience increased symptom clustering. CONCLUSIONS Childhood trauma is pervasive in youth mental health services and associated with a symptom profile that cuts across traditional diagnostic boundaries.
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Affiliation(s)
- Sarah Bendall
- Orygen, Melbourne, VIC, Australia
- Centre for Youth Mental Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Oliver Eastwood
- Orygen, Melbourne, VIC, Australia
- Centre for Youth Mental Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Tim Spelman
- Burnet Institute for Medical Research and Public Health, Melbourne, VIC, Australia
| | - Patrick McGorry
- Orygen, Melbourne, VIC, Australia
- Centre for Youth Mental Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Ian Hickie
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - Alison R Yung
- Orygen, Melbourne, VIC, Australia
- Centre for Youth Mental Health, The University of Melbourne, Melbourne, VIC, Australia
- Institute for Mental and Physical Health and Clinical Translation (IMPACT), Deakin University, Geelong, VIC, Australia
| | - Paul Amminger
- Orygen, Melbourne, VIC, Australia
- Centre for Youth Mental Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Stephen J Wood
- Orygen, Melbourne, VIC, Australia
- Centre for Youth Mental Health, The University of Melbourne, Melbourne, VIC, Australia
- School of Psychology, University of Birmingham, Birmingham, UK
| | - Christos Pantelis
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne, Melbourne, VIC, Australia
- Western Sunshine Hospital, NorthWestern Mental Health, Melbourne, VIC, Australia
| | - Rosemary Purcell
- Orygen, Melbourne, VIC, Australia
- Centre for Youth Mental Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Lisa Phillips
- Psychological Sciences, The University of Melbourne, Melbourne, VIC, Australia
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Peiper NC, Nelson BW, Aschbacher K, Forman-Hoffman VL. Trajectories of depression symptoms in a therapist-supported digital mental health intervention: a repeated measures latent profile analysis. Soc Psychiatry Psychiatr Epidemiol 2023; 58:1237-1246. [PMID: 36651947 PMCID: PMC9847436 DOI: 10.1007/s00127-022-02402-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 12/12/2022] [Indexed: 01/19/2023]
Abstract
PURPOSE Major depression affects 10% of the US adult population annually, contributing to significant burden and impairment. Research indicates treatment response is a non-linear process characterized by combinations of gradual changes and abrupt shifts in depression symptoms, although less is known about differential trajectories of depression symptoms in therapist-supported digital mental health interventions (DMHI). METHODS Repeated measures latent profile analysis was used to empirically identify differential trajectories based upon biweekly depression scores on the Patient Health Questionnaire-9 (PHQ-9) among patients engaging in a therapist-supported DMHI from January 2020 to July 2021. Multivariate associations between symptom trajectories with sociodemographics and clinical characteristics were examined with multinomial logistic regression. Minimal clinically important differences (MCID) were defined as a five-point change on the PHQ-9 from baseline to week 12. RESULTS The final sample included 2192 patients aged 18 to 82 (mean = 39.1). Four distinct trajectories emerged that differed by symptom severity and trajectory of depression symptoms over 12 weeks. All trajectories demonstrated reductions in symptoms. Despite meeting MCID criteria, evidence of treatment resistance was found among the trajectory with the highest symptom severity. Chronicity of major depressive episodes and lifetime trauma exposures were ubiquitous across the trajectories in a multinomial logistic regression model. CONCLUSIONS These data indicate that changes in depression symptoms during DMHI are heterogenous and non-linear, suggesting a need for precision care strategies to address treatment resistance and increase engagement. Future efforts should examine the effectiveness of trauma-informed treatment modules for DMHIs as well as protocols for continuation treatment and relapse prevention.
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Affiliation(s)
- Nicholas C Peiper
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA.
- Department of Epidemiology and Population Health, University of Louisville, Louisville, KY, USA.
| | - Benjamin W Nelson
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA
- Department of Psychology and Neuroscience, University of North Carolina Chapel Hill, Chapel Hill, NC, USA
| | - Kirstin Aschbacher
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA
- Department of Psychiatry, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Valerie L Forman-Hoffman
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA
- Department of Epidemiology, The University of Iowa, Iowa, IA, USA
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8
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Gu D, Ou S, Liu G. Assessing the causal association of trauma with subsequent psychiatric disorders by a Mendelian randomization study trauma and common psychiatric disorders. Front Psychiatry 2023; 14:1152005. [PMID: 37555000 PMCID: PMC10406133 DOI: 10.3389/fpsyt.2023.1152005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 07/11/2023] [Indexed: 08/10/2023] Open
Abstract
OBJECTIVE Trauma has been proposed as a risk factor for the development of psychiatric disorders. This study aimed to determine the causal role of trauma in six common psychiatric disorders. METHODS We obtained summary-level data for genetic variants associated with trauma and the corresponding association with psychiatric disorders from previous genome-wide association studies. Two-sample Mendelian randomization analyzes were performed to estimate the causal association between trauma and psychiatric disorders, with inverse variance weighted used as the main method. RESULTS Genetically predisposed trauma was associated with an increased risk of psychiatric disorders [odds ratio (OR) =1.24, 95%, confidence interval (CI), 1.09-1.40], anxiety disorder (OR = 1.30, 95% CI, 1.10-1.52) and schizophrenia (OR = 1.48, 95% CI, 1.18-1.84). However, the associations between trauma and sleep disorder (OR = 1.17, 95% CI, 1.01-1.35), as well as depression (OR = 1.09, 95% CI, 1.02-1.16) did not reach a Bonferroni corrected significance level. Besides, no association was observed between trauma and risk of bipolar disorder (OR = 1.21, 95% CI, 0.98-1.48) and eating disorder (OR = 1.28, 95% CI, 0.88-1.86). CONCLUSION Trauma might be causally associated with an increased risk of some common psychiatric disorders such as anxiety disorder and schizophrenia. However, little evidence supported an association between trauma and risk of depression, bipolar disorder, sleep disorder, and eating disorder. Our findings offered novel insights into the trauma-mediated development mechanism of psychiatric disorders, and psychological intervention to patients with trauma may be an effective prevention strategy for psychological diseases.
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Affiliation(s)
- Dongqing Gu
- Department of Epidemiology and Biostatistics, First Affiliated Hospital, Army Medical University, Chongqing, China
| | - Shan Ou
- Department of Anesthesiology, First People’s Hospital of Chengdu, Chengdu, China
| | - Guodong Liu
- Department of Wound Care Support, State Key Laboratory of Trauma, Burns and Combined Injury, Research Institute of Surgery, Daping Hospital, Army Medical University, Chongqing, China
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Burback L, Dhaliwal R, Reeson M, Erick T, Hartle K, Chow E, Vouronikos G, Antunes N, Marshall T, Kennedy M, Dennett L, Greenshaw A, Smith-MacDonald L, Winkler O. Trauma focused psychotherapy in patients with suicidal ideation: A scoping review. CURRENT RESEARCH IN BEHAVIORAL SCIENCES 2023. [DOI: 10.1016/j.crbeha.2023.100102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2023] Open
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Sumner JA, Cleveland S, Chen T, Gradus JL. Psychological and biological mechanisms linking trauma with cardiovascular disease risk. Transl Psychiatry 2023; 13:25. [PMID: 36707505 PMCID: PMC9883529 DOI: 10.1038/s41398-023-02330-8] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 01/18/2023] [Accepted: 01/20/2023] [Indexed: 01/28/2023] Open
Abstract
Cardiovascular disease (CVD) is the leading cause of death and disability worldwide, and experiences of psychological trauma have been associated with subsequent CVD onset. Identifying key pathways connecting trauma with CVD has the potential to inform more targeted screening and intervention efforts to offset elevated cardiovascular risk. In this narrative review, we summarize the evidence for key psychological and biological mechanisms linking experiences of trauma with CVD risk. Additionally, we describe various methodologies for measuring these mechanisms in an effort to inform future research related to potential pathways. With regard to mechanisms involving posttraumatic psychopathology, the vast majority of research on psychological distress after trauma and CVD has focused on posttraumatic stress disorder (PTSD), even though posttraumatic psychopathology can manifest in other ways as well. Substantial evidence suggests that PTSD predicts the onset of a range of cardiovascular outcomes in trauma-exposed men and women, yet more research is needed to better understand posttraumatic psychopathology more comprehensively and how it may relate to CVD. Further, dysregulation of numerous biological systems may occur after trauma and in the presence of posttraumatic psychopathology; these processes of immune system dysregulation and elevated inflammation, oxidative stress, mitochondrial dysfunction, renin-angiotensin system dysregulation, and accelerated biological aging may all contribute to subsequent cardiovascular risk, although more research on these pathways in the context of traumatic stress is needed. Given that many of these mechanisms are closely intertwined, future research using a systems biology approach may prove fruitful for elucidating how processes unfold to contribute to CVD after trauma.
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Affiliation(s)
- Jennifer A Sumner
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA.
| | - Shiloh Cleveland
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Tiffany Chen
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jaimie L Gradus
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
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11
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Thomas S, Kanske P, Schäfer J, Hummel KV, Trautmann S. Examining bidirectional associations between perceived social support and psychological symptoms in the context of stressful event exposure: a prospective, longitudinal study. BMC Psychiatry 2022; 22:736. [PMID: 36443716 PMCID: PMC9703701 DOI: 10.1186/s12888-022-04386-0] [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] [Received: 07/04/2022] [Accepted: 11/11/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND After stressful event exposure, higher perceived social support is a well-established correlate of decreased risk for psychological symptoms, including depressive, anxiety and posttraumatic stress (PTS) symptoms. However, longitudinal data on the direction of this association and the stability of perceived social support are scarce and have yielded mixed results, with a particular lack of prospective studies. We aimed to investigate changes in perceived social support and bidirectional associations between perceived social support and psychological symptoms in a prospective, longitudinal study. METHODS A sample of German soldiers was assessed before and after deployment to Afghanistan. Group-based trajectory modelling was used to investigate the stability of perceived social support and to identify possible distinguishable trajectories of perceived social support. Bidirectional associations between perceived social support (general and workplace) and psychological symptoms (depressive, anxiety and PTS) were examined using gamma regressions. RESULTS Average levels of perceived general social support did not change, while perceived workplace social support increased slightly (t(344) = 5.51, p < .001). There were no distinguishable trajectories of perceived social support. Higher perceived general (Mean ratio (MR) = 0.84, 95% CI = [0.74, 0.95]) and workplace social support (MR = 0.82, 95% CI = [0.72, 0.92]) predicted lower depressive symptoms, but not anxiety or PTS symptoms. Only higher PTS (MR = 0.95, 95% CI = [0.91, 0.99]) and higher depressive symptoms (MR = 0.96, 95% CI = [0.93, 0.99]) predicted lower perceived general social support. CONCLUSIONS Perceived social support can remain relatively stable under exposure to environmental stressors such as military deployment. Higher perceived social support could protect against depressive symptoms via a stress-buffering mechanism, while support may need to be more tailored to individual needs for a protection against PTS symptoms. Individuals with elevated depressive and PTS symptoms might have impaired abilities or opportunities to access social support after stressful event exposure. Future studies could investigate distressing social emotions and associated maladaptive social cognitions as possible mechanisms in the association between symptoms and lower perceived social support. Especially with respect to PTS symptoms, future studies could focus on conditions that enable individuals to benefit from social support.
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Affiliation(s)
- Sarah Thomas
- grid.4488.00000 0001 2111 7257Institute of Clinical Psychology and Psychotherapy, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Philipp Kanske
- grid.4488.00000 0001 2111 7257Institute of Clinical Psychology and Psychotherapy, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany ,grid.419524.f0000 0001 0041 5028Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Judith Schäfer
- grid.4488.00000 0001 2111 7257Institute of Clinical Psychology and Psychotherapy, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Katrin Veronika Hummel
- grid.4488.00000 0001 2111 7257Institute of Clinical Psychology and Psychotherapy, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Sebastian Trautmann
- Institute of Clinical Psychology and Psychotherapy, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany. .,Department of Psychology, Faculty of Human Science, Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany. .,ICPP Institute of Clinical Psychology and Psychotherapy, Medical School Hamburg, Hamburg, Germany.
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12
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Elzinga E, Zomers M, van der Burg K, van Veen S, Schweren L, van Thiel G, van Wijngaarden E. Lifelong versus not lifelong death wishes in older adults without severe illness: a cross-sectional survey. BMC Geriatr 2022; 22:885. [PMID: 36411442 PMCID: PMC9680128 DOI: 10.1186/s12877-022-03592-5] [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: 03/11/2022] [Accepted: 11/07/2022] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Some older adults with a persistent death wish without being severely ill report having had a death wish their whole lives (lifelong persistent death wish; L-PDW). Differentiating them from older adults without severe illness who developed a death wish later in life (persistent death wish, not lifelong; NL-PDW) can be relevant for the provision of adequate help and support. This study aims to gain insight into the characteristics, experiences, and needs of older adults with a L-PDW versus older adults with a NL-PDW and into the nature of their death wishes. METHODS In the Netherlands, in April 2019, a cross-sectional survey study was conducted among a large representative sample of 32,477 citizens aged 55 years and older. Respondents with a L-PDW (N = 50) were compared with respondents with a NL-PDW (N = 217) using descriptive statistics, Kruskal-Wallis tests, and Fisher's exact tests. RESULTS Respondents with a L-PDW were relatively younger and less often had (step)children. They less often looked back on a good and satisfying life with many good memories and more often reported trauma. Older adults with a NL-PDW more often reported loss and bereavement. Overall, the groups showed a lot of similarities. Both groups reported a death wish diverse in nature, numerous health problems, and a variety of needs for help and support. CONCLUSIONS Some of the differences we found between the groups might be particularly relevant for the provision of adequate help and support to older adults with a L-PDW (i.e., their past and trauma) and to older adults with a NL-PDW (i.e., their loss and bereavement). The heterogeneity of both groups and the diverse nature of their death wish indicate that careful assessment of the death wish, its background, and underlying needs is required to provide personalized help and support to older adults with a death wish.
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Affiliation(s)
- Elke Elzinga
- Research Department, 113 Suicide prevention, Paasheuvelweg 25, 1105 BP Amsterdam, the Netherlands ,grid.16872.3a0000 0004 0435 165XDepartment of Psychiatry, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, De Boelelaan 1117, 1081 HV Amsterdam, the Netherlands
| | - Margot Zomers
- grid.7692.a0000000090126352Department of Public Health, Healthcare Innovation & Evaluation and Medical Humanities, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Universiteitsweg 100, 3584 CX Utrecht, the Netherlands
| | - Kiki van der Burg
- grid.7692.a0000000090126352Department of Psychiatry, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
| | - Sisco van Veen
- Research Department, 113 Suicide prevention, Paasheuvelweg 25, 1105 BP Amsterdam, the Netherlands ,grid.509540.d0000 0004 6880 3010Department of Psychiatry & Department of Ethics, Law and Humanities, Amsterdam University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, the Netherlands
| | - Lizanne Schweren
- Research Department, 113 Suicide prevention, Paasheuvelweg 25, 1105 BP Amsterdam, the Netherlands
| | - Ghislaine van Thiel
- grid.7692.a0000000090126352Department of Public Health, Healthcare Innovation & Evaluation and Medical Humanities, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Universiteitsweg 100, 3584 CX Utrecht, the Netherlands
| | - Els van Wijngaarden
- grid.10417.330000 0004 0444 9382Department of Anesthesiology, Pain and Palliative Medicine, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, the Netherlands
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13
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Shenk CE, Rausch JR, Shores KA, Allen EK, Olson AE. Controlling contamination in child maltreatment research: Impact on effect size estimates for child behavior problems measured throughout childhood and adolescence. Dev Psychopathol 2022; 34:1287-1299. [PMID: 33719996 PMCID: PMC8440661 DOI: 10.1017/s0954579420002242] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Contamination, when members of a comparison or control condition are exposed to the event or intervention under scientific investigation, is a methodological phenomenon that downwardly biases the magnitude of effect size estimates. This study tested a novel approach for controlling contamination in observational child maltreatment research. Data from The Longitudinal Studies of Child Abuse and Neglect (LONGSCAN; N = 1354) were obtained to estimate the risk of confirmed child maltreatment on trajectories of internalizing and externalizing behaviors before and after controlling contamination. Baseline models, where contamination was uncontrolled, demonstrated a risk for greater internalizing (b = .29, p < .001, d = .40) and externalizing (b = .14, p = .040, d = .19) behavior trajectories. Final models, where contamination was controlled by separating the comparison condition into subgroups that did or did not self-report maltreatment, also demonstrated risks for greater internalizing (b = .37, p < .001, d = .51) and externalizing (b = .22, p = .028, d = .29) behavior trajectories. However, effect size estimates in final models were 27.5%-52.6% larger compared to baseline models. Controlling contamination in child maltreatment research can strengthen effect size estimates for child behavior problems, aiding future child maltreatment research design and analysis.
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Affiliation(s)
- Chad E Shenk
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
- Department of Pediatrics, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Joseph R Rausch
- The Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
| | | | - Elizabeth K Allen
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
| | - Anneke E Olson
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
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14
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Goh EK, Jeon HJ. Behavioral Changes in Preschool- and School-Age Korean Children: A Network Analysis. CHILDREN 2022; 9:children9050677. [PMID: 35626854 PMCID: PMC9140040 DOI: 10.3390/children9050677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 04/10/2022] [Accepted: 04/29/2022] [Indexed: 11/16/2022]
Abstract
The relationships between symptoms that comprise behavioral problems in children can be traced longitudinally to provide long-term support. This study identified signs that should be considered important in school age children by tracking changes in the relationships between different symptoms of behavioral problems in preschool and school age children. This study used Gaussian graphical network analysis to clarify the interaction of the overall subscales constituting the K-CBCL (Korean Child Behavior Checklist) and centrality in the network. In the Panel Study on Korean Children (PSKC), the K-CBCL/1.5–5 was used for children up to age six (first grade, elementary school), and the K-CBCL/6–18 was used for older children. In this study, 1323 PSKC samples (boys, n = 671; girls, n = 652) were used to distinguish nonclinical and (sub)clinical groups (T-score ≥ 60) compared to node centrality in each group’s CBCL subscale networks. Depression/anxiety was a persistent core symptom of the behavioral problem network in 5- and 7-year-old children. A new core symptom in 7-year-old children was posttraumatic stress problems added in version CBCL/6-18. Based on these results, it is necessary to consider both anxiety/depression and posttraumatic stress problems in preschool children to support the adaptation of school-age children.
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Affiliation(s)
- Eun-Kyoung Goh
- Human Life Research Center, Dong-A University, Busan 49315, Korea;
| | - Hyo Jeong Jeon
- Department of Child Studies, College of Humanities, Dong-A University, Busan 49315, Korea
- Correspondence: ; Tel.: +82-10-3859-0806
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15
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Berardelli I, Sarubbi S, Rogante E, Erbuto D, Giuliani C, Lamis DA, Innamorati M, Pompili M. Association between Childhood Maltreatment and Suicidal Ideation: A Path Analysis Study. J Clin Med 2022; 11:jcm11082179. [PMID: 35456272 PMCID: PMC9027208 DOI: 10.3390/jcm11082179] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 03/23/2022] [Accepted: 04/05/2022] [Indexed: 02/04/2023] Open
Abstract
Epidemiological studies have suggested that childhood maltreatment increases suicidal ideation, and dissociative symptoms and hopelessness are involved in this relation. To better address this issue, we used a path analysis model to examine the role of different types of childhood maltreatment on suicidal ideation, investigating whether hopelessness and dissociative symptoms mediated this relation. A sample of 215 adult psychiatric inpatients was enrolled between January 2019 and January 2020, at the psychiatric unit of Sant’Andrea Medical Center in Rome, Italy. The Childhood Trauma Questionnaire (CTQ), Beck Hopelessness Scale (BHS), Dissociative Experiences Scale (DES-II), and Columbia-Suicide Severity Rating Scale (C-SSRS) were used to test the hypotheses. Results revealed that the presence of sexual abuse directly affected suicidal ideation (β = 0.18, SE = 0.8, p < 0.05), while emotional abuse and neglect indirectly increased suicidal ideation via dissociation (β = 0.05, SE = 0.02, 95% C.I. 0.01/0.09) and hopelessness (β = 0.10, SE = 0.03, 95% C.I. = 0.04/0.16). Professionals working with children should be aware of the long-term consequences of childhood maltreatment, particularly suicide risk. Furthermore, professionals working with adults should inquire about past childhood maltreatment.
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Affiliation(s)
- Isabella Berardelli
- Department of Neurosciences, Mental Health and Sensory Organs, Suicide Prevention Centre, Sant’Andrea Hospital, Faculty of Medicine and Psychology, Sapienza University of Rome, Via di Grottarossa 1035, 00189 Rome, Italy; (I.B.); (D.E.)
| | - Salvatore Sarubbi
- Department of Human Neurosciences, Sapienza University of Rome, Viale dell’Università 30, 00185 Rome, Italy;
| | - Elena Rogante
- Department of Psychology, Sapienza University of Rome, Via dei Marsi 78, 00185 Rome, Italy;
| | - Denise Erbuto
- Department of Neurosciences, Mental Health and Sensory Organs, Suicide Prevention Centre, Sant’Andrea Hospital, Faculty of Medicine and Psychology, Sapienza University of Rome, Via di Grottarossa 1035, 00189 Rome, Italy; (I.B.); (D.E.)
| | - Carlotta Giuliani
- Psychiatry Residency Training Program, Psychiatry Unit, Sant’Andrea Hospital, Faculty of Medicine and Psychology, Sapienza University of Rome, 00185 Rome, Italy;
| | - Dorian A. Lamis
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA 30303, USA;
| | - Marco Innamorati
- Department of Human Sciences, European University of Rome, Via degli Aldobrandeschi 190, 00163 Rome, Italy;
| | - Maurizio Pompili
- Department of Neurosciences, Mental Health and Sensory Organs, Suicide Prevention Centre, Sant’Andrea Hospital, Faculty of Medicine and Psychology, Sapienza University of Rome, Via di Grottarossa 1035, 00189 Rome, Italy; (I.B.); (D.E.)
- Correspondence: ; Tel.: +39-063-377-5675; Fax: +39-063-377-5342
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16
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Gradus JL, Rosellini AJ, Szentkúti P, Horváth-Puhó E, Smith ML, Galatzer-Levy I, Lash TL, Galea S, Schnurr PP, Sørensen HT. Using Danish national registry data to understand psychopathology following potentially traumatic experiences. J Trauma Stress 2022; 35:619-630. [PMID: 35084778 PMCID: PMC9035023 DOI: 10.1002/jts.22777] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 09/15/2021] [Accepted: 09/16/2021] [Indexed: 12/20/2022]
Abstract
Research on posttraumatic psychopathology has focused primarily on posttraumatic stress disorder (PTSD); other posttraumatic psychiatric diagnoses are less well documented. The present study aimed to (a) develop a methodology to derive a cohort of individuals who experienced potentially traumatic events (PTEs) from registry-based data and (b) examine the risk of psychopathology within 5 years of experiencing a PTE. Using data from Danish national registries, we created a cohort of individuals with no age restrictions (range: 0-108 years) who experienced at least one of eight possible PTEs between 1994 and 2016 (N = 1,406,637). We calculated the 5-year incidence of nine categories of ICD-10 psychiatric disorders among this cohort and examined standardized morbidity ratios (SMRs) comparing the incidence of psychopathology in this group to the incidence in a nontraumatic stressor cohort (i.e., nonsuicide death of a relative; n = 423,270). Stress disorders (2.5%), substance use disorders (4.1%), and depressive disorders (3.0%) were the most common diagnoses following PTEs. Overall, the SMRs for the associations between any PTE and psychopathology varied from 1.9, 95% CI [1.9, 2.0], for stress disorders to 5.2, 95% CI [5.1. 5.3], for personality disorders. All PTEs except pregnancy-related trauma were associated with all forms of psychopathology. Associations were consistent regardless of whether a stress disorder was present. Traumatic experiences have a broad impact on psychiatric health. The present findings demonstrate one approach to capturing trauma exposure in medical record registry data. Increased traumatic experience characterization across studies will help improve the field's understanding of posttraumatic psychopathology.
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Affiliation(s)
- Jaimie L. Gradus
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA,Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA,Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Anthony J. Rosellini
- Center for Anxiety and Related Disorders, Department of Psychological and Brain Sciences, Boston University, Boston, Massachusetts, USA
| | - Péter Szentkúti
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | | | - Meghan L. Smith
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Isaac Galatzer-Levy
- Department of Psychiatry, NYU Grossman School of Medicine, New York, New York, USA
| | - Timothy L. Lash
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Sandro Galea
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Paula P. Schnurr
- National Center for PTSD Executive Division, White River Junction, Vermont, USA,Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, USA
| | - Henrik T. Sørensen
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA,Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
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Gradus JL, Rosellini AJ, Szentkúti P, Horváth-Puhó E, Smith ML, Galatzer-Levy I, Lash TL, Galea S, Schnurr PP, Sørensen HT. Pre-trauma predictors of severe psychiatric comorbidity 5 years following traumatic experiences. Int J Epidemiol 2022; 51:1593-1603. [PMID: 35179599 PMCID: PMC9799210 DOI: 10.1093/ije/dyac030] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 02/04/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND A minority of persons who have traumatic experiences go on to develop post-traumatic stress disorder (PTSD), leading to interest in who is at risk for psychopathology after these experiences. Complicating this effort is the observation that post-traumatic psychopathology is heterogeneous. The goal of this nested case-control study was to identify pre-trauma predictors of severe post-traumatic psychiatric comorbidity, using data from Danish registries. METHODS The source population for this study was the population of Denmark from 1994 through 2016. Cases had received three or more psychiatric diagnoses (across all ICD-10 categories) within 5 years of a traumatic experience (n = 20 361); controls were sampled from the parent cohort using risk-set sampling (n = 81 444). Analyses were repeated in samples stratified by pre-trauma psychiatric diagnoses. We used machine learning methods (classification and regression trees and random forest) to determine the important predictors of severe post-trauma psychiatric comorbidity from among hundreds of pre-trauma predictor variables spanning demographic and social variables, psychiatric and somatic diagnoses and filled medication prescriptions. RESULTS In the full sample, pre-trauma psychiatric diagnoses (e.g. stress disorders, alcohol-related disorders, personality disorders) were the most important predictors of severe post-trauma psychiatric comorbidity. Among persons with no pre-trauma psychiatric diagnoses, demographic and social variables (e.g. marital status), type of trauma, medications used primarily to treat psychiatric symptomatology, anti-inflammatory medications and gastrointestinal distress were important to prediction. Results among persons with pre-trauma psychiatric diagnoses were consistent with the overall sample. CONCLUSIONS This study builds on the understanding of pre-trauma factors that predict psychopathology following traumatic experiences, by examining a broad range of predictors of post-trauma psychopathology and comorbidity beyond PTSD.
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Affiliation(s)
- Jaimie L Gradus
- Corresponding author. Department of Epidemiology, Boston University School of Public Health, 715 Albany St, T318E, Boston, MA 02118, USA. E-mail:
| | - Anthony J Rosellini
- Center for Anxiety and Related Disorders, Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Péter Szentkúti
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | | | - Meghan L Smith
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Isaac Galatzer-Levy
- Department of Psychiatry, NYU Grossman School of Medicine, New York, NY, USA
| | - Timothy L Lash
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Sandro Galea
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Paula P Schnurr
- Executive Division, National Center for PTSD, White River Junction, VT, USA,Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Henrik T Sørensen
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA,Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
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Gimbrone C, Rutherford C, Kandula S, Martínez-Alés G, Shaman J, Olfson M, Gould MS, Pei S, Galanti M, Keyes KM. Associations between COVID-19 mobility restrictions and economic, mental health, and suicide-related concerns in the US using cellular phone GPS and Google search volume data. PLoS One 2021; 16:e0260931. [PMID: 34936666 PMCID: PMC8694413 DOI: 10.1371/journal.pone.0260931] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 11/19/2021] [Indexed: 12/23/2022] Open
Abstract
During the COVID-19 pandemic, US populations have experienced elevated rates of financial and psychological distress that could lead to increases in suicide rates. Rapid ongoing mental health monitoring is critical for early intervention, especially in regions most affected by the pandemic, yet traditional surveillance data are available only after long lags. Novel information on real-time population isolation and concerns stemming from the pandemic's social and economic impacts, via cellular mobility tracking and online search data, are potentially important interim surveillance resources. Using these measures, we employed transfer function model time-series analyses to estimate associations between daily mobility indicators (proportion of cellular devices completely at home and time spent at home) and Google Health Trends search volumes for terms pertaining to economic stress, mental health, and suicide during 2020 and 2021 both nationally and in New York City. During the first pandemic wave in early-spring 2020, over 50% of devices remained completely at home and searches for economic stressors exceeded 60,000 per 10 million. We found large concurrent associations across analyses between declining mobility and increasing searches for economic stressor terms (national proportion of devices at home: cross-correlation coefficient (CC) = 0.6 (p-value <0.001)). Nationally, we also found strong associations between declining mobility and increasing mental health and suicide-related searches (time at home: mood/anxiety CC = 0.53 (<0.001), social stressor CC = 0.51 (<0.001), suicide seeking CC = 0.37 (0.006)). Our findings suggest that pandemic-related isolation coincided with acute economic distress and may be a risk factor for poor mental health and suicidal behavior. These emergent relationships warrant ongoing attention and causal assessment given the potential for long-term psychological impact and suicide death. As US populations continue to face stress, Google search data can be used to identify possible warning signs from real-time changes in distributions of population thought patterns.
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Affiliation(s)
- Catherine Gimbrone
- Department of Epidemiology, Columbia University, New York, NY, United States of America
| | - Caroline Rutherford
- Department of Epidemiology, Columbia University, New York, NY, United States of America
| | - Sasikiran Kandula
- Department of Environmental Health Sciences, Columbia University, New York, NY, United States of America
| | - Gonzalo Martínez-Alés
- Department of Epidemiology, Columbia University, New York, NY, United States of America
| | - Jeffrey Shaman
- Department of Environmental Health Sciences, Columbia University, New York, NY, United States of America
| | - Mark Olfson
- Department of Epidemiology, Columbia University, New York, NY, United States of America
- Department of Psychiatry, Columbia University, New York, NY, United States of America
| | - Madelyn S. Gould
- Department of Epidemiology, Columbia University, New York, NY, United States of America
- Department of Psychiatry, Columbia University, New York, NY, United States of America
| | - Sen Pei
- Department of Environmental Health Sciences, Columbia University, New York, NY, United States of America
| | - Marta Galanti
- Department of Environmental Health Sciences, Columbia University, New York, NY, United States of America
| | - Katherine M. Keyes
- Department of Epidemiology, Columbia University, New York, NY, United States of America
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Schopman SME, ten Have M, van Balkom AJ, de Graaf R, Batelaan NM. Course trajectories of anxiety disorders: Results from a 6-year follow-up in a general population study. Aust N Z J Psychiatry 2021; 55:1049-1057. [PMID: 33887978 PMCID: PMC8554495 DOI: 10.1177/00048674211009625] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Little is known about the course of anxiety disorders in the general population. This study provides insights into the course of anxiety disorders in the general population taking into account transition to residual symptoms and to other diagnostic categories. METHODS Using data from three waves of the Netherlands Mental Health Survey and Incidence Study-2 (NEMESIS-2; n = 6646), subjects with anxiety disorders (T0;n = 243) were divided into three mutually exclusive course trajectories according to their diagnostic status at 3-year (T1) and 6-year (T2) follow-up: remission group (no disorder at T2), intermittent course group (no disorder at T1 and disorder at T2) and chronic course group (disorder at all measurements). Transition to residual symptoms or other psychopathology were studied. In addition, predictors of course trajectories were assessed. RESULTS During 6-year follow-up, 77.8% of subjects achieved remission, 14.0% followed an intermittent course and 8.2% a chronic course. Of those in remission, residual anxiety symptoms remained in 46.6%, while 7.9% developed another disorder between T0 and T2. Compared with the remitting group, a chronic course was predicted by not living with a partner, multiple negative life events, neuroticism, lower mental functioning, severity of anxiety symptoms, use of mental health care and medication use. LIMITATIONS The intermittent and chronic course groups were small, limiting statistical power. As a result, certain predictors may not have reached significance. CONCLUSIONS In the general population at 6-year follow-up, 77.8% of subjects with anxiety disorders achieved remission. Because of transition to residual symptoms or another diagnostic category, only 52.4% of those subjects had a true favourable outcome.
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Affiliation(s)
- Simone ME Schopman
- Department of Psychiatry, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam and Amsterdam UMC, Amsterdam, The Netherlands,GGZ inGeest Specialized Mental Health Care, Amsterdam, The Netherlands,Simone M Schopman, Department of Psychiatry, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam and Amsterdam UMC, Oldenaller 1, 1081 HJ Amsterdam, The Netherlands.
| | - Margreet ten Have
- Netherlands Institute of Mental Health and Addiction, Utrecht, The Netherlands
| | - Anton J van Balkom
- Department of Psychiatry, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam and Amsterdam UMC, Amsterdam, The Netherlands,GGZ inGeest Specialized Mental Health Care, Amsterdam, The Netherlands
| | - Ron de Graaf
- Netherlands Institute of Mental Health and Addiction, Utrecht, The Netherlands
| | - Neeltje M Batelaan
- Department of Psychiatry, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam and Amsterdam UMC, Amsterdam, The Netherlands,GGZ inGeest Specialized Mental Health Care, Amsterdam, The Netherlands
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20
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Berardelli I, Rogante E, Sarubbi S, Erbuto D, Lester D, Pompili M. The Importance of Suicide Risk Formulation in Schizophrenia. Front Psychiatry 2021; 12:779684. [PMID: 34975579 PMCID: PMC8716825 DOI: 10.3389/fpsyt.2021.779684] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Accepted: 11/02/2021] [Indexed: 12/31/2022] Open
Abstract
Suicide is a cause of early mortality in nearly 5% of patients with schizophrenia, and 25-50% of patients with schizophrenia attempt suicide in their lifetime. Evidence points to numerous individual, clinical, social, and psychological risk factors for suicide in patients with schizophrenia. Although recognizing suicidal risk factors in schizophrenia is extremely important in suicidal risk assessment, we have recently witnessed a change in suicide risk management that shifts the focus from suicide risk assessment to suicide risk formulation. Suicide risk formulation is dependent on the data gathered in the suicide risk assessment and assigns a level of suicide risk that is indispensable for the choice of treatment and the management of patients with a high suicidal risk. In this article, we extend the suicide risk formulation model to patients with schizophrenia. Suicide risk formulation results from four different areas that help clinicians collect as much information as possible for the management of suicidal risk. The four distinct judgments comprise risk status (the risk relating to the specific group to which the patient belongs), risk state (the risk for the person compared with his baseline or another reference point in the course of his life), available resources (on whom the person can count during a crisis) and foreseeable events (which can exacerbate the crisis). In schizophrenia, the suicide risk formulation model allows the clinician to evaluate in depth the clinical context of the patient, the patient's own history and patient-specific opportunities for better choosing and applying suicide prevention strategies.
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Affiliation(s)
- Isabella Berardelli
- Department of Neurosciences, Mental Health, and Sensory Organs, Faculty of Medicine and Psychology, Suicide Prevention Centre, Sant'Andrea Hospital, Sapienza University of Rome, Rome, Italy
| | - Elena Rogante
- Department of Psychology, Sapienza University of Rome, Rome, Italy
| | - Salvatore Sarubbi
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
| | - Denise Erbuto
- Department of Neurosciences, Mental Health, and Sensory Organs, Faculty of Medicine and Psychology, Suicide Prevention Centre, Sant'Andrea Hospital, Sapienza University of Rome, Rome, Italy
| | - David Lester
- Psychology Program, Stockton University, Galloway, NJ, United States
| | - Maurizio Pompili
- Department of Neurosciences, Mental Health, and Sensory Organs, Faculty of Medicine and Psychology, Suicide Prevention Centre, Sant'Andrea Hospital, Sapienza University of Rome, Rome, Italy
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21
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Popovic D, Ruef A, Dwyer DB, Antonucci LA, Eder J, Sanfelici R, Kambeitz-Ilankovic L, Oztuerk OF, Dong MS, Paul R, Paolini M, Hedderich D, Haidl T, Kambeitz J, Ruhrmann S, Chisholm K, Schultze-Lutter F, Falkai P, Pergola G, Blasi G, Bertolino A, Lencer R, Dannlowski U, Upthegrove R, Salokangas RKR, Pantelis C, Meisenzahl E, Wood SJ, Brambilla P, Borgwardt S, Koutsouleris N. Traces of Trauma: A Multivariate Pattern Analysis of Childhood Trauma, Brain Structure, and Clinical Phenotypes. Biol Psychiatry 2020; 88:829-842. [PMID: 32782139 DOI: 10.1016/j.biopsych.2020.05.020] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 05/02/2020] [Accepted: 05/04/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Childhood trauma (CT) is a major yet elusive psychiatric risk factor, whose multidimensional conceptualization and heterogeneous effects on brain morphology might demand advanced mathematical modeling. Therefore, we present an unsupervised machine learning approach to characterize the clinical and neuroanatomical complexity of CT in a larger, transdiagnostic context. METHODS We used a multicenter European cohort of 1076 female and male individuals (discovery: n = 649; replication: n = 427) comprising young, minimally medicated patients with clinical high-risk states for psychosis; patients with recent-onset depression or psychosis; and healthy volunteers. We employed multivariate sparse partial least squares analysis to detect parsimonious associations between combinations of items from the Childhood Trauma Questionnaire and gray matter volume and tested their generalizability via nested cross-validation as well as via external validation. We investigated the associations of these CT signatures with state (functioning, depressivity, quality of life), trait (personality), and sociodemographic levels. RESULTS We discovered signatures of age-dependent sexual abuse and sex-dependent physical and sexual abuse, as well as emotional trauma, which projected onto gray matter volume patterns in prefronto-cerebellar, limbic, and sensory networks. These signatures were associated with predominantly impaired clinical state- and trait-level phenotypes, while pointing toward an interaction between sexual abuse, age, urbanicity, and education. We validated the clinical profiles for all three CT signatures in the replication sample. CONCLUSIONS Our results suggest distinct multilayered associations between partially age- and sex-dependent patterns of CT, distributed neuroanatomical networks, and clinical profiles. Hence, our study highlights how machine learning approaches can shape future, more fine-grained CT research.
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Affiliation(s)
- David Popovic
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany; International Max Planck Research School for Translational Psychiatry, Max Planck Society, Munich, Germany
| | - Anne Ruef
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany
| | - Dominic B Dwyer
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany
| | - Linda A Antonucci
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany; Department of Education, Psychology and Communication, University of Bari Aldo Moro, Bari, Italy
| | - Julia Eder
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany
| | - Rachele Sanfelici
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany; Max Planck School of Cognition, Max Planck Schools, Leipzig, Germany
| | - Lana Kambeitz-Ilankovic
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany; Department of Psychiatry and Psychotherapy, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Omer Faruk Oztuerk
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany; International Max Planck Research School for Translational Psychiatry, Max Planck Society, Munich, Germany
| | - Mark S Dong
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany
| | - Riya Paul
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany; Max Planck Institute of Psychiatry, Max Planck Schools, Munich, Germany
| | - Marco Paolini
- Department of Radiology, Ludwig Maximilian University of Munich, Munich, Germany
| | - Dennis Hedderich
- Department of Diagnostic and Interventional Neuroradiology, Technical University of Munich, Munich, Germany
| | - Theresa Haidl
- Department of Psychiatry and Psychotherapy, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Joseph Kambeitz
- Department of Psychiatry and Psychotherapy, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Stephan Ruhrmann
- Department of Psychiatry and Psychotherapy, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Katharine Chisholm
- School of Psychology, University of Birmingham, Birmingham, United Kingdom; Department of Psychology, School of Life and Health Sciences, Aston University, Birmingham, United Kingdom
| | - Frauke Schultze-Lutter
- Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany
| | - Giulio Pergola
- Group of Psychiatric Neuroscience, Department of Basic Medical Science, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy
| | - Giuseppe Blasi
- Group of Psychiatric Neuroscience, Department of Basic Medical Science, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy
| | - Alessandro Bertolino
- Group of Psychiatric Neuroscience, Department of Basic Medical Science, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy
| | - Rebekka Lencer
- Department of Psychiatry and Psychotherapy, University of Münster, Münster, Germany
| | - Udo Dannlowski
- Department of Psychiatry and Psychotherapy, University of Münster, Münster, Germany
| | - Rachel Upthegrove
- School of Psychology, University of Birmingham, Birmingham, United Kingdom; Institute for Mental Health, University of Birmingham, Birmingham, United Kingdom
| | | | - Christos Pantelis
- Melbourne Neuropsychiatry Centre, University of Melbourne, Melbourne, Australia; Melbourne Health, Carlton South, Victoria, Australia
| | - Eva Meisenzahl
- Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Stephen J Wood
- School of Psychology, University of Birmingham, Birmingham, United Kingdom; Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia; Orygen, the National Centre of Excellence for Youth Mental Health, Melbourne, Victoria, Australia
| | - Paolo Brambilla
- Department of Neurosciences and Mental Health, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Stefan Borgwardt
- Neuropsychiatry and Brain Imaging Group, Department of Psychiatry, University of Basel, Basel, Switzerland
| | - Nikolaos Koutsouleris
- Department of Psychiatry and Psychotherapy, Ludwig Maximilian University of Munich, Munich, Germany; International Max Planck Research School for Translational Psychiatry, Max Planck Society, Munich, Germany.
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Baron EJ, Goldstein EG, Wallace CT. Suffering in silence: How COVID-19 school closures inhibit the reporting of child maltreatment. JOURNAL OF PUBLIC ECONOMICS 2020; 190:104258. [PMID: 32863462 PMCID: PMC7441889 DOI: 10.1016/j.jpubeco.2020.104258] [Citation(s) in RCA: 156] [Impact Index Per Article: 31.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 07/29/2020] [Accepted: 07/30/2020] [Indexed: 05/18/2023]
Abstract
To combat the spread of COVID-19, many primary and secondary schools in the United States canceled classes and moved instruction online. This study examines an unexplored consequence of COVID-19 school closures: the broken link between child maltreatment victims and the number one source of reported maltreatment allegations-school personnel. Using current, county-level data from Florida, we estimate a counterfactual distribution of child maltreatment allegations for March and April 2020, the first two months in which Florida schools closed. While one would expect the financial, mental, and physical stress due to COVID-19 to result in additional child maltreatment cases, we find that the actual number of reported allegations was approximately 15,000 lower (27%) than expected for these two months. We leverage a detailed dataset of school district staffing and spending to show that the observed decline in allegations was largely driven by school closures. Finally, we discuss policy implications of our findings for the debate surrounding school reopenings and suggest a number of responses that may mitigate this hidden cost of school closures.
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Affiliation(s)
- E Jason Baron
- Ford School of Public Policy, University of Michigan, United States of America
| | - Ezra G Goldstein
- Department of Economics, Florida State University, United States of America
| | - Cullen T Wallace
- Department of Economics and Finance, Georgia College & State University, United States of America
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23
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Baron EJ, Goldstein EG, Wallace CT. Suffering in silence: How COVID-19 school closures inhibit the reporting of child maltreatment. JOURNAL OF PUBLIC ECONOMICS 2020. [PMID: 32863462 DOI: 10.2139/ssrn.3601399] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
To combat the spread of COVID-19, many primary and secondary schools in the United States canceled classes and moved instruction online. This study examines an unexplored consequence of COVID-19 school closures: the broken link between child maltreatment victims and the number one source of reported maltreatment allegations-school personnel. Using current, county-level data from Florida, we estimate a counterfactual distribution of child maltreatment allegations for March and April 2020, the first two months in which Florida schools closed. While one would expect the financial, mental, and physical stress due to COVID-19 to result in additional child maltreatment cases, we find that the actual number of reported allegations was approximately 15,000 lower (27%) than expected for these two months. We leverage a detailed dataset of school district staffing and spending to show that the observed decline in allegations was largely driven by school closures. Finally, we discuss policy implications of our findings for the debate surrounding school reopenings and suggest a number of responses that may mitigate this hidden cost of school closures.
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Affiliation(s)
- E Jason Baron
- Ford School of Public Policy, University of Michigan, United States of America
| | - Ezra G Goldstein
- Department of Economics, Florida State University, United States of America
| | - Cullen T Wallace
- Department of Economics and Finance, Georgia College & State University, United States of America
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24
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Basu A, Farkas DK, Jiang T, Koenen KC, Lash TL, Sørensen HT, Gradus JL. Incident psychiatric comorbidity following stress disorder diagnoses in Danish school-aged children: prospective population-based study. Br J Psychiatry 2020; 217:377-382. [PMID: 31755399 PMCID: PMC7242129 DOI: 10.1192/bjp.2019.247] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Prospective population-based studies of psychiatric comorbidity following trauma and severe stress exposure in children are limited. AIMS To examine incident psychiatric comorbidity following stress disorder diagnoses in Danish school-aged children using Danish national healthcare system registries. METHOD Children (6-15 years of age) with a severe stress or adjustment disorder (ICD-10) between 1995 and 2011 (n = 11 292) were followed prospectively for an average of 5.8 years. Incident depressive, anxiety and behavioural disorder diagnoses were examined relative to an age- and gender-matched comparison cohort (n = 56 460) using Cox proportional hazards regression models. Effect modification by gender was examined through stratified analyses. RESULTS All severe stress and adjustment disorder diagnoses were associated with increased rates for all incident outcome disorders relative to the comparison cohort. For instance, adjustment disorders were associated with higher rates of incident depressive (rate ratio RR = 6.8; 95% CI 6.0-7.7), anxiety (RR = 5.3; 95% CI 4.5-6.4), and behavioural disorders (RR = 7.9; 95% CI 6.6-9.3). Similarly, PTSD was also associated with higher rates of depressive (RR = 7.4; 95% CI 4.2-13), anxiety (RR = 7.1; 95% CI 3.5-14) and behavioural disorder (RR = 4.9; 95% CI 2.3-11) diagnoses. There was no evidence of gender-related differences. CONCLUSIONS Stress disorders varying in symptom constellation and severity are associated with a range of incident psychiatric disorders in children. Transdiagnostic assessments within a longitudinal framework are needed to characterise the course of post-trauma or severe stressor psychopathology.
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Affiliation(s)
- Archana Basu
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, 677 Huntington Avenue, Kresge Building, Boston, MA, USA 02115
| | | | - Tammy Jiang
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Karestan C. Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Timothy L. Lash
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | | | - Jaimie L. Gradus
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
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25
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McLaughlin KA, Colich NL, Rodman AM, Weissman DG. Mechanisms linking childhood trauma exposure and psychopathology: a transdiagnostic model of risk and resilience. BMC Med 2020; 18:96. [PMID: 32238167 PMCID: PMC7110745 DOI: 10.1186/s12916-020-01561-6] [Citation(s) in RCA: 268] [Impact Index Per Article: 53.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Accepted: 03/17/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Transdiagnostic processes confer risk for multiple types of psychopathology and explain the co-occurrence of different disorders. For this reason, transdiagnostic processes provide ideal targets for early intervention and treatment. Childhood trauma exposure is associated with elevated risk for virtually all commonly occurring forms of psychopathology. We articulate a transdiagnostic model of the developmental mechanisms that explain the strong links between childhood trauma and psychopathology as well as protective factors that promote resilience against multiple forms of psychopathology. MAIN BODY We present a model of transdiagnostic mechanisms spanning three broad domains: social information processing, emotional processing, and accelerated biological aging. Changes in social information processing that prioritize threat-related information-such as heightened perceptual sensitivity to threat, misclassification of negative and neutral emotions as anger, and attention biases towards threat-related cues-have been consistently observed in children who have experienced trauma. Patterns of emotional processing common in children exposed to trauma include elevated emotional reactivity to threat-related stimuli, low emotional awareness, and difficulties with emotional learning and emotion regulation. More recently, a pattern of accelerated aging across multiple biological metrics, including pubertal development and cellular aging, has been found in trauma-exposed children. Although these changes in social information processing, emotional responding, and the pace of biological aging reflect developmental adaptations that may promote safety and provide other benefits for children raised in dangerous environments, they have been consistently associated with the emergence of multiple forms of internalizing and externalizing psychopathology and explain the link between childhood trauma exposure and transdiagnostic psychopathology. Children with higher levels of social support, particularly from caregivers, are less likely to develop psychopathology following trauma exposure. Caregiver buffering of threat-related processing may be one mechanism explaining this protective effect. CONCLUSION Childhood trauma exposure is a powerful transdiagnostic risk factor associated with elevated risk for multiple forms of psychopathology across development. Changes in threat-related social and emotional processing and accelerated biological aging serve as transdiagnostic mechanisms linking childhood trauma with psychopathology. These transdiagnostic mechanisms represent critical targets for early interventions aimed at preventing the emergence of psychopathology in children who have experienced trauma.
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Affiliation(s)
- Katie A McLaughlin
- Department of Psychology, Harvard University, 33 Kirkland Street, Cambridge, MA, 02138, USA.
| | - Natalie L Colich
- Department of Psychology, University of Washington, Box 351525, Seattle, WA, 98195, USA
| | - Alexandra M Rodman
- Department of Psychology, Harvard University, 33 Kirkland Street, Cambridge, MA, 02138, USA
| | - David G Weissman
- Department of Psychology, Harvard University, 33 Kirkland Street, Cambridge, MA, 02138, USA
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26
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Kealy D, Rice SM, Cox DW. Childhood adversity and depressive symptoms among young adults: Examining the roles of individuation difficulties and perceived social support. Early Interv Psychiatry 2020; 14:241-246. [PMID: 31692268 DOI: 10.1111/eip.12894] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 10/12/2019] [Accepted: 10/19/2019] [Indexed: 11/28/2022]
Abstract
AIM While childhood adversity is a known risk for depressive symptoms, little is known about the contributing role of individuation difficulties among young adults. The present study examined individuation difficulties and perceived social support-and their interaction-as moderators of the relationship between childhood adversity exposure and depressive symptoms. METHODS Young adults (N = 119; M = 20.8 years) completed self-report assessments of childhood adversity, depressive symptoms, individuation difficulties, and perceived social support. Regression analyses were used to examine interaction effects regarding depressive symptom severity. RESULTS A significant moderated moderation effect was found whereby individuation difficulties interacted with adversity exposure as perceived social support was reduced. Thus, at high levels of individuation difficulties, young adults with exposure to childhood adversity reported elevated depressive symptoms. This effect was buffered by social support such that when individuation difficulties were high, the association between adversity and depressive symptoms decreased from low to moderate and high support. CONCLUSION Individuation difficulties and social support are important factors in the development of depressive symptoms from exposure to childhood adversity among young adults.
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Affiliation(s)
- David Kealy
- Department of Psychiatry, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Simon M Rice
- Orygen, The National Centre of Excellence in Youth Mental Health, Centre for Youth Mental Health, The University of Melbourne, Parkville, Melbourne, Australia.,Youth Mood Clinic, Orygen Youth Health, Parkville, Northwestern Mental Health, Melbourne Health, Australia
| | - Daniel W Cox
- Department of Educational and Counselling Psychology, The University of British Columbia, Vancouver, British Columbia, Canada
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27
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McLaughlin KA, Alvarez K, Fillbrunn M, Green JG, Jackson JS, Kessler RC, Sadikova E, Sampson NA, Vilsaint C, Williams DR, Alegría M. Racial/ethnic variation in trauma-related psychopathology in the United States: a population-based study. Psychol Med 2019; 49:2215-2226. [PMID: 30378513 PMCID: PMC6494744 DOI: 10.1017/s0033291718003082] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND The prevalence of mental disorders among Black, Latino, and Asian adults is lower than among Whites. Factors that explain these differences are largely unknown. We examined whether racial/ethnic differences in exposure to traumatic events (TEs) or vulnerability to trauma-related psychopathology explained the lower rates of psychopathology among racial/ethnic minorities. METHODS We estimated the prevalence of TE exposure and associations with onset of DSM-IV depression, anxiety and substance disorders and with lifetime post-traumatic stress disorder (PTSD) in the Collaborative Psychiatric Epidemiology Surveys, a national sample (N = 13 775) with substantial proportions of Black (35.9%), Latino (18.9%), and Asian Americans (14.9%). RESULTS TE exposure varied across racial/ethnic groups. Asians were most likely to experience organized violence - particularly being a refugee - but had the lowest exposure to all other TEs. Blacks had the greatest exposure to participation in organized violence, sexual violence, and other TEs, Latinos had the highest exposure to physical violence, and Whites were most likely to experience accidents/injuries. Racial/ethnic minorities had lower odds ratios of depression, anxiety, and substance disorder onset relative to Whites. Neither variation in TE exposure nor vulnerability to psychopathology following TEs across racial/ethnic groups explained these differences. Vulnerability to PTSD did vary across groups, however, such that Asians were less likely and Blacks more likely to develop PTSD following TEs than Whites. CONCLUSIONS Lower prevalence of mental disorders among racial/ethnic minorities does not appear to reflect reduced vulnerability to TEs, with the exception of PTSD among Asians. This highlights the importance of investigating other potential mechanisms underlying racial/ethnic differences in psychopathology.
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Affiliation(s)
| | - Kiara Alvarez
- Disparities Research Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School
| | - Mirko Fillbrunn
- Disparities Research Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School
| | | | | | | | | | | | - Corrie Vilsaint
- Disparities Research Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School
| | - David R. Williams
- Department of Social and Behavioral Sciences; Harvard School of Public Health
| | - Margarita Alegría
- Disparities Research Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School
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28
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Gilmore AK, Davidson TM, Leone RM, Wray LB, Oesterle DW, Hahn CK, Flanagan JC, Gill-Hopple K, Acierno R. Usability Testing of a Mobile Health Intervention to Address Acute Care Needs after Sexual Assault. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E3088. [PMID: 31450676 PMCID: PMC6747119 DOI: 10.3390/ijerph16173088] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 08/21/2019] [Accepted: 08/21/2019] [Indexed: 02/07/2023]
Abstract
Sexual assault is associated with a range of poor mental health outcomes. To enhance access to care by this population, technology-based mental health interventions have been implemented in the emergency room; however, more accessible and easily disseminated interventions are needed. The aim of the present study was to test the usability of a mobile health intervention targeting alcohol and drug misuse, suicide prevention, posttraumatic stress symptoms, coping skills, and referral to formal assistance for individuals who have experienced sexual assault. Feedback on the usability of the intervention was collected from individuals who received a sexual assault medical forensic examination (n = 13), and feedback on the usability and likelihood of recommending the application was collected from community providers (n = 25). Thematic analysis was used to describe qualitative data. Content themes related to aesthetics, usability, barriers to resources, and likes/dislikes about the intervention arose from interviews following the intervention. Participants found the intervention to be user friendly and endorsed more likes than dislikes. Providers rated the intervention as being helpful and would recommend it to survivors of sexual assault. Findings suggest that the intervention is usable and fit for future effectiveness testing, filling an important gap in treatment for individuals who experience sexual assault.
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Affiliation(s)
- Amanda K Gilmore
- College of Nursing, Medical University of South Carolina, Charleston, SC 29425, USA.
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425, USA.
| | - Tatiana M Davidson
- College of Nursing, Medical University of South Carolina, Charleston, SC 29425, USA
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Ruschelle M Leone
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Lauren B Wray
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Daniel W Oesterle
- College of Nursing, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Christine K Hahn
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Julianne C Flanagan
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Kathleen Gill-Hopple
- Forensic Nursing Services, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Ron Acierno
- Ralph H. Johnson VA Medical Center, Charleston, SC 29425, USA
- Department of Psychiatry, University of Texas Health Science Center, Houston, TX 77030, USA
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Wang C, Wang Q, Li X, Zhang Y, Wei W, Deng W, Guo W, He L, Tang W, Chen T, Li T. Rural birth/upbringing and childhood adversities are associated with psychotic experiences in university students in China. Schizophr Res 2019; 209:105-112. [PMID: 31101515 DOI: 10.1016/j.schres.2019.05.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2018] [Revised: 03/28/2019] [Accepted: 05/05/2019] [Indexed: 02/05/2023]
Abstract
BACKGROUND Urbanicity has been reported to associate with an increased risk of psychotic experiences (PEs) in developed countries but less is known about the situation in developing countries. The present study aimed to investigate the effects of birth/upbringing place and other environmental factors on PEs in Chinese university students. METHODS A computer-assisted cross-sectional survey was conducted on 4620 second-year undergraduates, using a stratified cluster sampling. Birth places and residential mobility before 16 years old were recorded. PEs were measured using the subscales of psychoticism and paranoid ideation in the Symptom Checklist-90-R (SCL-90-R). Six questions extracted from the childhood section of the World Mental Health Composite International Diagnostic Interview (WMH-CIDI) were used to assess childhood trauma. RESULTS Generalized ordered logit model of multiple regression analysis revealed that participants with rural birth/upbringing (e.g. rural upbringing, on graded factor score of psychoticism and paranoid ideation [GFSPPI], 0 versus 1 & 2, odds ratio [OR] 1.409, 95% CI 1.219-1.628, p < 0.00001; 0 & 1 versus 2, OR 1.584, 95% CI 1.179-2.128, p < 0.00001) and those who reported childhood trauma (e.g. on GFSPPI, 0 versus 1 & 2, OR 1.737, 95% CI 1.498-2.014, p < 0.00001; 0 & 1 versus 2, OR 1.618, 95% CI 1.224-2.140, p < 0.00001) were apt to present more severe PEs. While upbringing places and childhood trauma affected both the presence and the severity of PEs, gender affected the presence or absence of PEs only (e.g. females, on GFSPPI, 0 versus 1 & 2, OR 1.887, 95% CI 1.631-2.183, p < 0.00001; 0 & 1 versus 2, OR 0.927, 95% CI 0.702-1.223, p = 0.593). Besides, the number of risk factors was associated with the severity of PEs in the cumulative odds logistic regression analysis (e.g. 3 risk factors versus 0 risk factor, on GFSPPI, OR 4.126, 95% CI 3.075-5.537, p < 0.00001). CONCLUSIONS Female, rural birth/upbringing and childhood trauma are risk factors of PEs in university students in China. The discrepancy in the findings between developed countries and China has important implications for urbanicity as a risk factor for PEs.
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Affiliation(s)
- Chengyu Wang
- Mental Health Center and Psychiatric Laboratory, The State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China; West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China; The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, Guangdong, China; Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, China
| | - Qiang Wang
- Mental Health Center and Psychiatric Laboratory, The State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China; West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
| | - Xiaojing Li
- Mental Health Center and Psychiatric Laboratory, The State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China; West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Yamin Zhang
- Mental Health Center and Psychiatric Laboratory, The State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China; West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Wei Wei
- Mental Health Center and Psychiatric Laboratory, The State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China; West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Wei Deng
- Mental Health Center and Psychiatric Laboratory, The State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China; West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Wanjun Guo
- Mental Health Center and Psychiatric Laboratory, The State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China; West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Lingshuang He
- Mental Health Center and Psychiatric Laboratory, The State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China; West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Wanjie Tang
- Centre for Educational and Health Psychology, Sichuan University, Chengdu, Sichuan, China
| | - Ting Chen
- Mental Health Center and Psychiatric Laboratory, The State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China; West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Tao Li
- Mental Health Center and Psychiatric Laboratory, The State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China; West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
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Nomamiukor FO, Smith LJ, Vujanovic AA. Examining associations between sleep disturbance and distress tolerance in trauma-exposed psychiatric inpatients. Gen Hosp Psychiatry 2018; 55:84-89. [PMID: 30448742 DOI: 10.1016/j.genhosppsych.2018.10.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 10/09/2018] [Indexed: 10/28/2022]
Affiliation(s)
| | - Lia J Smith
- Department of Psychology, University of Houston, Houston, TX, USA
| | - Anka A Vujanovic
- Department of Psychology, University of Houston, Houston, TX, USA.
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Ryan JP, Jacob BA, Gross M, Perron BE, Moore A, Ferguson S. Early Exposure to Child Maltreatment and Academic Outcomes. CHILD MALTREATMENT 2018; 23:365-375. [PMID: 30037281 DOI: 10.1177/1077559518786815] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Early childhood trauma increases the risk of academic difficulties. The purpose of this study was to investigate the prevalence of early contact with child protection services (CPS) and to determine whether early exposure to maltreatment investigations was associated with important academic outcomes. The authors focused specifically on standardized test scores (math and reading), grade retention, and special education status in third grade. The sample was diverse and included all children born between 2000 and 2006 and enrolled in Michigan's public schools ( N = 732,838). By the time these students reached third grade, approximately 18% were associated with a formal CPS investigation. In some school districts, more than 50% of third graders were associated with an investigation. African American and poor students were more likely to be investigated for maltreatment. Children associated with maltreatment investigations scored significantly lower on standardized math and reading tests, were more likely to be identified as needing special education, and were more likely to be held back at least one grade. These findings indicate that involvement with CPS is not an infrequent event in the lives of young children and that within some school districts, maltreatment investigations are the norm. Child welfare and educational systems must collaborate so that the early academic struggles experienced by victims of maltreatment do not mature into more complicated difficulties later in life.
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Affiliation(s)
- Joseph P Ryan
- 1 School of Social Work, University of Michigan, Ann Arbor, MI, USA
| | - Brian A Jacob
- 2 Gerald R. Ford School of Public Policy, University of Michigan, Ann Arbor, MI, USA
| | - Max Gross
- 3 Department of Economics, University of Michigan, Ann Arbor, MI, USA
| | - Brian E Perron
- 1 School of Social Work, University of Michigan, Ann Arbor, MI, USA
| | - Andrew Moore
- 1 School of Social Work, University of Michigan, Ann Arbor, MI, USA
| | - Sharlyn Ferguson
- 4 School of Education, University of Michigan, Ann Arbor, MI, USA
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Hingray C, Donné C, Martini H, Cohn A, El Hage W, Schwan R, Paille F. Description of type of trauma in alcohol-dependent women. EUROPEAN JOURNAL OF TRAUMA & DISSOCIATION 2018. [DOI: 10.1016/j.ejtd.2018.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Impact of trauma on addiction and psychopathology profile in alcohol-dependent women. EUROPEAN JOURNAL OF TRAUMA & DISSOCIATION 2018. [DOI: 10.1016/j.ejtd.2018.02.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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