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Wang J, Naifeh JA, Herberman Mash HB, Thomas JL, Hooke J, Morganstein JC, Fullerton CS, Cozza SJ, Stein MB, Ursano RJ. Attachment Style, Social Support Network, and Lifetime Suicide Ideation and Suicide Attempts Among New Soldiers in the U.S. Army. Psychiatry 2024:1-13. [PMID: 39042783 DOI: 10.1080/00332747.2024.2364525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/25/2024]
Abstract
OBJECTIVE Attachment style and social support networks (SSN) are associated with suicide ideation (SI) and suicide attempt (SA). How these two factors interact is important to understanding the mechanisms of risk for suicidal behaviors and identifying interventions. METHOD Using the Army Study to Assess Risk and Resilience in Servicemembers New Soldier Study (N = 38,507 soldiers), we examined how three attachment styles (preoccupied, fearful, and secure) and SSN (smaller vs larger) were associated with lifetime SI, SA, and SA among soldiers with SI. The interaction of each attachment style by SSN was examined. RESULTS All three attachment styles were associated with SI and SA in the total sample (for SA: preoccupied OR = 2.82, fearful OR = 2.84, and secure OR = 0.76). Preoccupied and fearful attachment were associated with SA among suicide ideators. Smaller SSN was associated with a higher risk for all three outcomes (range of ORs = 1.23-1.52). The association of SSN with SI and with SA among suicide ideators was significantly modified by the presence or absence of preoccupied attachment style. Among soldiers without preoccupied attachment, larger SSN was associated with lower risk of SI. Among suicide ideators with preoccupied attachment, a larger SSN was associated with lower risk of SA. CONCLUSION This study highlights the need for increased understanding of the role of attachment style and social networks in suicide risk, in particular preoccupied attachment among soldiers with SI. A critical next step is to explore these relationships prospectively to guide intervention development.
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Ward RN, Erickson AJ, Carlson KJ, Yalch MM. The role of unit cohesion and perceived resilience in substance use disorder. MILITARY PSYCHOLOGY 2024; 36:403-409. [PMID: 38913766 PMCID: PMC11197915 DOI: 10.1080/08995605.2023.2189861] [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: 03/02/2022] [Accepted: 02/28/2023] [Indexed: 03/17/2023]
Abstract
Soldiers have high rates of substance use disorders (SUD), often in the aftermath of stressors experienced during military deployments. There are several factors that protect against SUD. For example, individual factors like perceived resilience and group factors such as unit cohesion may make someone less likely to abuse substances. However, there is little research on the differential influence of these resilience factors on SUD over and above deployment stressors. In this study, we examined the relative effects of perceived resilience, unit cohesion, and deployment stressors on SUD in a sample of 21,449 active duty and reserve soldiers from the U.S. Army (primarily White and male, mean age = 28.66, SD = 7.41) using structural equation modeling. We found that unit cohesion (ß = -.17) and perceived resilience (ß = -.16) had negative effects on SUD over and above deployment stressors. The study findings clarify research on resilience to SUD and have implications for addressing substance use in the military, specifically regarding the importance of building unit cohesion.
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Affiliation(s)
- Rachel N. Ward
- Department of Psychology, Palo Alto University, Palo Alto, California
| | - Alexander J. Erickson
- Department of Psychology, Palo Alto University, Palo Alto, California
- Geriatric Research, Education, and Clinical Center, Veterans Affairs (VA) Greater Los Angeles Healthcare System, Los Angeles, California
| | - Katie J. Carlson
- Department of Psychology, Palo Alto University, Palo Alto, California
| | - Matthew M. Yalch
- Department of Psychology, Palo Alto University, Palo Alto, California
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Navarra-Ventura G, Riera-Serra P, Roca M, Gili M, García-Toro M, Vilagut G, Alayo I, Ballester L, Blasco MJ, Castellví P, Colom J, Casajuana C, Gabilondo A, Lagares C, Almenara J, Miranda-Mendizabal A, Mortier P, Piqueras JA, Soto-Sanz V, Alonso J. Factors associated with high and low mental well-being in Spanish university students. J Affect Disord 2024; 356:424-435. [PMID: 38631424 DOI: 10.1016/j.jad.2024.04.056] [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: 11/02/2023] [Revised: 03/27/2024] [Accepted: 04/14/2024] [Indexed: 04/19/2024]
Abstract
BACKGROUND Previous studies conducted in various nationally representative samples of the general population show that positive mental health is related to social prosperity. However, specific studies in university populations are scarce. In this study, we set out to explore factors associated with mental well-being (MWB) in a representative sample of first-year university students in Spain. METHODS MWB was assessed with the short version of the Warwick-Edinburgh Mental Well-Being Scale. Multinomial logistic regressions were performed to explore the association between different blocks of factors, including relational, adversity, stress, lifestyle, spiritual, health, and self-perceived health variables with high and low MWB, controlling for sociodemographic and university-related variables. RESULTS Data from 2082 students (18.6 ± 1.2 years; 56.6 % females) were analysed. Being male, being born in a foreign country, "high" self-perceived support, and "high" self-perceived mental health increased the odds of high MWB. Growing up in the suburbs, stressful experiences, and anxiety disorders reduced the odds of high MWB. Mood and anxiety disorders increased the odds of low MWB. "Middle" self-perceived support, sleeping ≥8 h per day, and "high" self-perceived mental health reduced the odds of low MWB. LIMITATIONS The cross-sectional design precludes establishing causal relationships. Data were collected in the 2014-15 academic year using self-reported online surveys. CONCLUSION The factors associated with high and low MWB do not always mirror each other, so specific plans are needed to successfully address each of the two poles. Interventions and policies targeting these factors for health promotion and disease prevention would improve the MWB of university students.
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Affiliation(s)
- Guillem Navarra-Ventura
- Department of Medicine, University of the Balearic Islands (UIB), Palma (Mallorca), Spain; Research Institute of Health Sciences (IUNICS), University of the Balearic Islands (UIB), Palma (Mallorca), Spain; Health Research Institute of the Balearic Islands (IdISBa), Hospital Universitario Son Espases, Palma (Mallorca), Spain; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Pau Riera-Serra
- Research Institute of Health Sciences (IUNICS), University of the Balearic Islands (UIB), Palma (Mallorca), Spain; Health Research Institute of the Balearic Islands (IdISBa), Hospital Universitario Son Espases, Palma (Mallorca), Spain
| | - Miquel Roca
- Department of Medicine, University of the Balearic Islands (UIB), Palma (Mallorca), Spain; Research Institute of Health Sciences (IUNICS), University of the Balearic Islands (UIB), Palma (Mallorca), Spain; Health Research Institute of the Balearic Islands (IdISBa), Hospital Universitario Son Espases, Palma (Mallorca), Spain
| | - Margalida Gili
- Research Institute of Health Sciences (IUNICS), University of the Balearic Islands (UIB), Palma (Mallorca), Spain; Health Research Institute of the Balearic Islands (IdISBa), Hospital Universitario Son Espases, Palma (Mallorca), Spain; Department of Psychology, University of the Balearic Islands (UIB), Palma (Mallorca), Spain.
| | - Mauro García-Toro
- Department of Medicine, University of the Balearic Islands (UIB), Palma (Mallorca), Spain; Research Institute of Health Sciences (IUNICS), University of the Balearic Islands (UIB), Palma (Mallorca), Spain; Health Research Institute of the Balearic Islands (IdISBa), Hospital Universitario Son Espases, Palma (Mallorca), Spain
| | - Gemma Vilagut
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Itxaso Alayo
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain; Biosistemak Institute for Health Systems Research, Basque Country, Spain
| | - Laura Ballester
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | | | - Pere Castellví
- Department of Medicine, Universitat Internacional de Catalunya, Barcelona, Spain
| | - Joan Colom
- Agència de Salut Pública de Catalunya (ASPCat), Barcelona, Spain
| | | | - Andrea Gabilondo
- Outpatient Mental Health Care Network, Osakidetza-Basque Health Service, Biodonosti Health Research Institute, San Sebastian, Spain
| | - Carolina Lagares
- Departamento de Estadística e Investigación Operativa, Universidad de Cádiz, Cádiz, Spain
| | - José Almenara
- Departamento de Biomedicina, Biotecnología y Salud Pública, Universidad de Cádiz, Cádiz, Spain
| | - Andrea Miranda-Mendizabal
- Teaching, Research & Innovation Unit, Fundació Sant Joan de Déu, Sant Boi de Llobregat, Spain; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - Philippe Mortier
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - José Antonio Piqueras
- Department of Health Psychology, Miguel Hernández University of Elche (UMH), Alicante, Spain
| | - Victoria Soto-Sanz
- Department of Health Psychology, Miguel Hernández University of Elche (UMH), Alicante, Spain
| | - Jordi Alonso
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain; Department of Medicine and Life Science, Universitat Pompeu Fabra (UPF), Barcelona, Spain
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Orozco R, Borges G, Caldas-de-Almeida JM, Gutiérrez-García RA, Albor Y, Jiménez Pérez AL, Valdés-García KP, Baez Mansur PM, Covarrubias Díaz Couder MA, Hernández Uribe PC, Benjet C. Internet Gaming Disorder and the Incidence of Suicide-Related Ideation and Behaviors in College Students. J Addict Med 2024:01271255-990000000-00327. [PMID: 38832680 DOI: 10.1097/adm.0000000000001331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2024]
Abstract
OBJECTIVES The longitudinal associations between DSM-5 Internet Gaming Disorder (IGD) and suicide-related ideation and behaviors have not been explored. In this study, we therefore seek to examine the association between baseline IGD and incident suicide ideation, plans, and attempts. METHODS This is a prospective cohort study of 2586 Mexican college students followed up from September 2018 to June 2022. We estimated hazards ratios modeling incidence of suicide ideation, plans, and attempts by fitting proportional hazards Cox models with person-time scaled in years. RESULTS Among 2140 students without suicide ideation at baseline, there were 467 incident cases in 3987.6 person-years; ideation incidence rates were 179 cases per 1000 person-years among students with IGD and 114 cases per 1000 person-years among those without IGD. Incidence rates for suicide plans were 67 and 39 per 1000 among IGD and non-IGD students, and 15 and 10 per 1000, respectively for attempts. After controlling for age, sex, and mood, anxiety, and substance use disorders, IGD was associated with an 83% increased risk of suicide ideation. Although incidence rate estimates for plans and attempts were higher among students with IGD, results were not statistically significant. CONCLUSIONS This study helps to raise awareness of the increased risk of at least suicidal ideation in people experiencing IGD. Clinicians treating patients with IGD may encounter complaints of suicide ideation over time, and even reports of suicidal behavior that should not be disregarded. Identifying these patients and treating/referring them for underlying suicidality should form part of IGD treatment.
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Affiliation(s)
- Ricardo Orozco
- From the Centro de Investigación en Salud Mental Global, Instituto Nacional de Psiquiatría "Ramón de la Fuente Muñiz," Mexico City, Mexico (RO, GB, YA, CB); Facultad de Psicología, Universidad Nacional Autónoma de México, Mexico City, Mexico (RO); Lisbon Institute of Global Mental Health, Comprehensive Health Research Centre, NOVA Medical School/Nova University of Lisbon, Lisbon, Portugal (JMC-d-A); Facultad de Estudios Superiores, Universidad La Salle Bajío, Salamanca, Mexico (RAG-G); Universidad Autónoma de Baja California, Campus Ensenada, Baja California, Mexico (ALJP); Facultad de Psicología, Universidad Autónoma de Coahuila, Saltillo, Mexico (KPV-G); Universidad La Salle Victoria, Ciudad Victoria, Mexico (PMBM); Coordinación de Investigación, Universidad la Salle Noroeste, Ciudad Obregón, Mexico (MACDC); and Área de Capacitación, Universidad Autónoma Metropolitana-Cuajimalpa, Mexico City, Mexico (PCHU)
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Walsh K, Short N, Ji YY, An XM, Witkemper KD, Lechner M, Bell K, Black J, Buchanan J, Ho J, Reed G, Platt M, Riviello R, Martin SL, Liberzon I, Rauch SAM, Bollen K, McLean SA. Development of a brief bedside tool to screen women sexual assault survivors for risk of persistent posttraumatic stress six months after sexual assault. J Psychiatr Res 2024; 174:54-61. [PMID: 38615545 PMCID: PMC11151166 DOI: 10.1016/j.jpsychires.2024.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 03/31/2024] [Accepted: 04/03/2024] [Indexed: 04/16/2024]
Abstract
This study aims to develop and validate a brief bedside tool to screen women survivors presenting for emergency care following sexual assault for risk of persistent elevated posttraumatic stress symptoms (PTSS) six months after assault. Participants were 547 cisgender women sexual assault survivors who presented to one of 13 sexual assault nurse examiner (SANE) programs for medical care within 72 h of a sexual assault and completed surveys one week and six months after the assault. Data on 222 potential predictors from the SANE visit and the week one survey spanning seven broadly-defined risk factor domains were candidates for inclusion in the screening tool. Elevated PTSS six months after assault were defined as PCL-5 > 38. LASSO logistic regression was applied to 20 randomly selected bootstrapped samples to evaluate variable importance. Logistic regression models comprised of the top 10, 20, and 30 candidate predictors were tested in 10 cross-validation samples drawn from 80% of the sample. The resulting instrument was validated in the remaining 20% of the sample. AUC of the finalized eight-item prediction tool was 0.77 and the Brier Score was 0.19. A raw score of 41 on the screener corresponds to a 70% risk of elevated PTSS at 6 months. Similar performance was observed for elevated PTSS at one year. This brief, eight-item risk stratification tool consists of easy-to-collect information and, if validated, may be useful for clinical trial enrichment and/or patient screening.
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Affiliation(s)
- Kate Walsh
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, USA; Department of Gender & Women's Studies, University of Wisconsin-Madison, Madison, WI, USA
| | - Nicole Short
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Anesthesiology, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Psychology, University of Nevada, Las Vegas, NV, USA
| | - Yin Yao Ji
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Psychiatry, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Xin Ming An
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Anesthesiology, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Kristen D Witkemper
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Psychiatry, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Megan Lechner
- University of Colorado Health Memorial Hospital, Colorado Springs, CO, USA
| | - Kathy Bell
- Tulsa Forensic Nursing, Tulsa Police Department, Tulsa, OK, USA
| | | | | | - Jeffrey Ho
- Hennepin Assault Response Team (HART), Hennepin Healthcare, Minneapolis, MN, USA
| | | | | | | | - Sandra L Martin
- Department of Maternal and Child Health, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Israel Liberzon
- Department of Psychiatry and Behavioral Sciences Texas A&M University, Bryan, TX, USA
| | - Sheila A M Rauch
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA; Veterans Affairs Atlanta Healthcare System, Atlanta, GA, USA
| | - Kenneth Bollen
- Department of Psychology and Neuroscience, Department of Sociology, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Sociology, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Samuel A McLean
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Psychiatry, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Emergency Medicine, University of North Carolina at Chapel Hill, North Carolina, USA.
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Molina JD, Amigo F, Vilagut G, Mortier P, Muñoz-Ruiperez C, Rodrigo Holgado I, Juanes González A, Combarro Ripoll CE, Alonso J, Rubio G. Impact of COVID-19 first wave on the mental health of healthcare workers in a Front-Line Spanish Tertiary Hospital: lessons learned. Sci Rep 2024; 14:8149. [PMID: 38589491 PMCID: PMC11001893 DOI: 10.1038/s41598-024-58884-0] [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: 09/17/2023] [Accepted: 04/04/2024] [Indexed: 04/10/2024] Open
Abstract
Healthcare workers (HCWs) were at high risk of experiencing psychological distress during COVID-19 pandemic. The objective of this study was to evaluate the impact on HCWs' mental health in a Spanish hospital. Cross-sectional study of HCW, active between May and June 2020. A web-based survey assessed probable current mental disorders (major depressive disorder [PHQ-8 ≥ 10], generalized anxiety disorder [GAD-7 ≥ 10], panic attacks, post-traumatic stress disorder [PTSD; PLC-5 ≥ 7], or substance use disorder [CAGE-AID ≥ 2]). The Sheehan Disability Scale (SDS) was used to assess severe impairment and items taken from the modified self-report version of the Columbia Suicide Severity Rating Scale (C-SSRS) assessed suicidal thoughts and behaviors. A total of 870 HCWs completed the survey. Most frequent probable mental disorders were major depressive disorder (33.6%), generalized anxiety disorder (25.5%), panic attacks (26.9%), PTSD (27.2%), and substance use disorder (5.0%). Being female, having aged 18-29 years, being an auxiliary nurse, direct exposure to COVID-19-infected patients, and pre-pandemic lifetime mental disorders were positively associated with mental issues. Hospital HCWs presented a high prevalence of symptoms of mental disorders, especially depression, PTSD, panic attacks, and anxiety. Younger individuals and those with lifetime mental disorders have been more vulnerable to experiencing them.
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Affiliation(s)
- Juan D Molina
- Centro de Investigación Biomédica en Red (CIBER) Salud Mental, Madrid, Spain.
- Villaverde Mental Health Center, Clinical Management Area of Psychiatry and Mental Health, Psychiatric Service, Hospital Universitario, 12 de Octubre, Av. de Córdoba S.N, Madrid, Spain.
- Research Institute Hospital 12 de Octubre (I + 12), Madrid, Spain.
- Facultad de Medicina, Universidad Francisco de Vitoria, Madrid, Spain.
| | - Franco Amigo
- Health Services Research Unit, Hospital del Mar Research Institute, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Gemma Vilagut
- Health Services Research Unit, Hospital del Mar Research Institute, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Philippe Mortier
- Health Services Research Unit, Hospital del Mar Research Institute, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Carmen Muñoz-Ruiperez
- Occupational Medicine and Occupational Risk Prevention Service, Hospital Universitario, 12 de Octubre, Madrid, Spain
| | - Irene Rodrigo Holgado
- Clinic Psychologist, COVID-19 Assistance Project, 12 de Octubre University Hospital, Madrid, Spain
| | - Alba Juanes González
- Psychiatrist, COVID-19 Assistance Project, Consultation-Liaison Psychiatry Unit, 12 de Octubre University Hospital, Madrid, Spain
| | - Carolina Elisa Combarro Ripoll
- Psychiatrist, COVID-19 Assistance Project, Consultation-Liaison Psychiatry Unit, 12 de Octubre University Hospital, Madrid, Spain
| | - Jordi Alonso
- Health Services Research Unit, Hospital del Mar Research Institute, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain
| | - Gabriel Rubio
- Villaverde Mental Health Center, Clinical Management Area of Psychiatry and Mental Health, Psychiatric Service, Hospital Universitario, 12 de Octubre, Av. de Córdoba S.N, Madrid, Spain
- Research Institute Hospital 12 de Octubre (I + 12), Madrid, Spain
- Department of Psychiatry, Faculty of Medicine, Complutense University of Madrid, Madrid, Spain
- Addictive Disorders Network, Redes Temáticas de Investigación Cooperativa (RETICS) (Thematic Networks of Cooperative Research in Health), Carlos III Health Institute, Ministerio de Ciencia e Innovación (MICINN) and Federación Española de Enfermedades Raras (FEDER), Madrid, Spain
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7
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Mortier P, Vilagut G, García-Mieres H, Alayo I, Ferrer M, Amigo F, Aragonès E, Aragón-Peña A, Asúnsolo Del Barco Á, Campos M, Espuga M, González-Pinto A, Haro JM, López Fresneña N, Martínez de Salázar AD, Molina JD, Ortí-Lucas RM, Parellada M, Pelayo-Terán JM, Pérez-Gómez B, Pérez-Zapata A, Pijoan JI, Plana N, Polentinos-Castro E, Portillo-Van Diest A, Puig T, Rius C, Sanz F, Serra C, Urreta-Barallobre I, Kessler RC, Bruffaerts R, Vieta E, Pérez-Solá V, Alonso J. Health service and psychotropic medication use for mental health conditions among healthcare workers active during the Spain Covid-19 Pandemic - A prospective cohort study using web-based surveys. Psychiatry Res 2024; 334:115800. [PMID: 38387166 DOI: 10.1016/j.psychres.2024.115800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 01/30/2024] [Accepted: 02/11/2024] [Indexed: 02/24/2024]
Abstract
Little is known about healthcare workers' (HCW) use of healthcare services for mental disorders. This study presents data from a 16-month prospective cohort study of Spanish HCW (n = 4,809), recruited shortly after the COVID-19 pandemic onset, and assessed at four timepoints using web-based surveys. Use of health services among HCW with mental health conditions (i.e., those having a positive screen for mental disorders and/or suicidal thoughts and behaviours [STB]) was initially low (i.e., 18.2 %) but increased to 29.6 % at 16-month follow-up. Service use was positively associated with pre-pandemic mental health treatment (OR=1.99), a positive screen for major depressive disorder (OR=1.50), panic attacks (OR=1.74), suicidal thoughts and behaviours (OR=1.22), and experiencing severe role impairment (OR=1.33), and negatively associated with being female (OR = 0.69) and a higher daily number of work hours (OR=0.95). Around 30 % of HCW with mental health conditions used anxiolytics (benzodiazepines), especially medical doctors. Four out of ten HCW (39.0 %) with mental health conditions indicated a need for (additional) help, with most important barriers for service use being too ashamed, long waiting lists, and professional treatment not being available. Our findings delineate a clear mental health treatment gap among Spanish HCW.
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Affiliation(s)
- Philippe Mortier
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain.
| | - Gemma Vilagut
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Helena García-Mieres
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Itxaso Alayo
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Biosistemak Institute for Health Systems Research, Barakaldo, Bizkaia, Spain
| | - Montse Ferrer
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain
| | - Franco Amigo
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Enric Aragonès
- Institut d'Investigació en Atenció Primària IDIAP Jordi Gol, Barcelona, Spain; Atenció Primària Camp de Tarragona, Institut Català de la Salut, Spain
| | - Andrés Aragón-Peña
- Epidemiology Unit, Regional Ministry of Health, Community of Madrid, Madrid, Spain; Fundación Investigación e Innovación Biosanitaria de AP, Comunidad de Madrid, Madrid, Spain
| | - Ángel Asúnsolo Del Barco
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcala, Alcalá de Henares, Spain; Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain; Department of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, The City University of New York, New York, NY, United States
| | - Mireia Campos
- Service of Prevention of Labor Risks, Medical Emergencies System, Generalitat de Catalunya, Spain
| | - Meritxell Espuga
- Occupational Health Service. Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Ana González-Pinto
- BIOARABA, Hospital Universitario Araba-Santiago, UPV/EHU, Vitoria-Gasteiz, Spain; CIBER Salud Mental (CIBERSAM), Madrid, Spain
| | - Josep M Haro
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Parc Sanitari Sant Joan de Déu, Barcelona, Spain; Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | | | | | - Juan D Molina
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Villaverde Mental Health Center, Clinical Management Area of Psychiatry and Mental Health, Psychiatric Service, Hospital Universitario 12 de Octubre, Madrid, Spain; Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain; Faculty of Health Sciences, Universidad Francisco de Vitoria, Madrid, Spain
| | - Rafael M Ortí-Lucas
- Service of Preventive Medicine and Quality of Attention, University Clinical Hospital of Valencia, Valencia, Spain
| | - Mara Parellada
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - José Maria Pelayo-Terán
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Servicio de Psiquiatría y Salud Mental. Hospital el Bierzo, Gerencia de Asistencia Sanitaria del Bierzo (GASBI). Gerencia Regional de Salud de Castilla y Leon (SACYL). Ponferrada, León, Spain; Area de Medicina Preventiva y Salud Pública. Universidad de León, León, Spain
| | - Beatriz Pérez-Gómez
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; National Center of Epidemiology, Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | | | - José Ignasio Pijoan
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Clinical Epidemiology Unit-Hospital Universitario Cruces/ OSI EEC, Bilbao, Spain/ Biocruces-Bizkaia Health Research Institute, Spain
| | - Nieves Plana
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Ramón y Cajal University Hospital, IRYCIS, Madrid, Spain
| | - Elena Polentinos-Castro
- Research Unit Primary Care Management, Madrid Health Service, Madrid, Spain; Department of Medical Specialities and Public Health. King Juan Carlos University, Madrid, Spain; Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud RICAPPS-(RICORS). Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Ana Portillo-Van Diest
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Teresa Puig
- Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Department of Epidemiology and Public Health, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain; Biomedical Research Institute Sant Pau (IIB Sant Pau), Barcelona, Spain; CIBER Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
| | - Cristina Rius
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Agència de Salut Pública de Barcelona, Barcelona, Spain
| | - Ferran Sanz
- Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain; Research Progamme on Biomedical Informatics (GRIB), Hospital del Mar Research Institute, MELIS, Universitat Pompeu Fabra, Barcelona, Spain; Instituto Nacional de Bioinformatica - ELIXIR-ES, Barcelona, Spain
| | - Consol Serra
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Institute of Neuropsychiatry and Addiction (INAD), Parc de Salut Mar, Barcelona, Spain; CiSAL-Centro de Investigación en Salud Laboral, Hospital del Mar Research Institute/UPF, Barcelona, Spain
| | - Iratxe Urreta-Barallobre
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Osakidetza Basque Health Service, Donostialdea Integrated Health Organisation, Donostia University Hospital, Clinical Epidemiology Unit, San Sebastián, Spain; Biodonostia Health Research Institute, Clinical Epidemiology, San Sebastián, Spain
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Ronny Bruffaerts
- Center for Public Health Psychiatry, Universitair Psychiatrisch Centrum, KU Leuven, Leuven, Belgium
| | - Eduard Vieta
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, Barcelona, Spain
| | - Víctor Pérez-Solá
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Institute of Neuropsychiatry and Addiction (INAD), Parc de Salut Mar, Barcelona, Spain
| | - Jordi Alonso
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain
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Kählke F, Hasking P, Küchler AM, Baumeister H. Mental health services for German university students: acceptance of intervention targets and preference for delivery modes. Front Digit Health 2024; 6:1284661. [PMID: 38426046 PMCID: PMC10903098 DOI: 10.3389/fdgth.2024.1284661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 01/22/2024] [Indexed: 03/02/2024] Open
Abstract
Introduction Most university students with mental disorders remain untreated. Evaluating the acceptance of intervention targets in mental health treatment, promotion, and prevention, as well as mental health service delivery modes is crucial for reducing potential barriers, increasing healthcare utilization, and efficiently allocating resources in healthcare services. Aim The study aimed to evaluate the acceptance of various intervention targets and delivery modes of mental health care services in German first-year university students. Methods In total, 1,376 first-year students from two German universities from the 2017-2018 multi-center cross-sectional cohort of the StudiCare project, the German arm of the World Mental Health International College Student Survey initiative, completed a web-based survey assessing their mental health. Mental disorder status was based on self-reported data fulfilling the DSM-IV criteria. We report frequencies of accepted delivery modes [categories: group or in-person therapy with on or off campus services, self-help internet- or mobile-based intervention (IMI) with or without coaching, or a combination of a in-person and IMI (blended)]. In a multinomial logistic regression, we estimate correlates of the preference for in-person vs. IMI vs. a combination of both modes (blended) modalities. Additionally, we report frequencies of intervention targets (disorder specific: e.g., social phobia, depressive mood; study-related: test anxiety, procrastination; general well-being: sleep quality, resilience) their association with mental disorders and sex, and optimal combinations of treatment targets for each mental illness. Results German university students' acceptance is high for in-person (71%-76%), moderate for internet- and mobile-based (45%-55%), and low for group delivery modes (31%-36%). In-person treatment (72%) was preferred over IMI (19%) and blended modalities (9%). Having a mental disorder [odds ratio (OR): 1.56], believing that digital treatments are effective (OR: 3.2), and showing no intention to use services (OR: 2.8) were associated with a preference for IMI compared to in-person modes. Students with prior treatment experience preferred in-person modes (OR: 0.46). In general, treatment targets acceptance was higher among female students and students with mental disorders. However, this was not true for targets with the highest (i.e., procrastination) and the lowest (i.e., substance-use disorder) acceptance. If only two intervention targets were offered, a combination of study-related targets (i.e., procrastination, stress, time management) would reach 85%-88% of the students. Conclusion In-person services are preferred, yet half of the students consider using IMI, preferably aiming for a combination of at least two study-related intervention targets. Student mental health care services should offer a combination of accepted targets in different delivery modes to maximize service utilization.
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Affiliation(s)
- Fanny Kählke
- TUM School of Medicine and Health, Professorship Psychology & Digital Mental Health Care, Technische Universität München, Munich, Germany
| | - Penelope Hasking
- Curtin enAble Institute, Curtin University, Perth, WA, Australia
| | - Ann-Marie Küchler
- Department of Clinical Psychology and Psychotherapy, Ulm University, Ulm, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Ulm University, Ulm, Germany
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Borges G, Orozco R, Gunnell D, Gutiérrez-García RA, Albor Y, Quevedo Chávez GE, Hernández Uribe PC, Cruz Hernández S, Covarrubias Díaz Couder MA, Alonso J, Medina-Mora ME, Benjet C. Suicidal Ideation and Behavior Among Mexican University Students Before and During the COVID-19 Pandemic. Arch Suicide Res 2024; 28:342-357. [PMID: 36762658 DOI: 10.1080/13811118.2023.2176270] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
OBJECTIVE The COVID-19 pandemic has affected the mental health of populations around the world, but few longitudinal studies of its impact on suicidal thoughts and behaviors have been published especially from low- and middle-income countries. METHODS This is a prospective cohort study of 1,385 first-year students from 5 Universities in Mexico followed-up for 1 year. We report 1-year cumulative incidence of suicidal thoughts and behaviors before (September 19, 2019-March 29, 2020) and during the COVID-19 period (March 30, 2020-June 30, 2020), focusing on those in the COVID-19 period with risk conditions and positive coping strategies during the pandemic. RESULTS There was an increase in the incidence of suicidal ideation during the COVID-19 period compared to the pre-COVID-19 period (RR 1.65, 95%CI 1.08-2.50). This increase was mostly found among students with heightened sense of vulnerability (RR 1.95), any poor coping behavior (RR 2.40) and a prior mental disorder (RR 2.41). While we found no evidence of an increased risk of suicidal planning or attempts, there was evidence that those without lifetime mental health disorders were at greater risk of suicidal plans than those with these disorders especially if they had poor coping strategies (RR 3.14). CONCLUSION In the short term, how students deal with the pandemic, being at high risk and having poor coping behavior, increased the new occurrence of suicidal thoughts and behaviors. Studies with longer follow-up and interventions to reduce or enhance these behaviors are needed.HIGHLIGHTSSuicidal ideation increased during the COVID-19 periodThose with heightened sense of vulnerability and poor coping were more affectedStudies with longer follow-up are needed.
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Bantjes J, Kessler MJ, Hunt X, Stein DJ, Kessler RC. Treatment rates and barriers to mental health service utilisation among university students in South Africa. Int J Ment Health Syst 2023; 17:38. [PMID: 37946243 PMCID: PMC10633973 DOI: 10.1186/s13033-023-00605-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Accepted: 09/27/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Mental health problems are common and impairing among university students, yet only a minority of students with psychological disorders access treatment. Understanding barriers to treatment is integral to planning services, especially in resource constrained settings like South Africa (SA). METHODS Data collected across 17 institutions in the online SA National Student Mental Health Survey were used to: (1) estimate 12-month prevalence of common mental health problems and self-harm; (2) estimate the proportion of students receiving treatments for the various mental health problems; (3) explore barriers to treatment; and (4) investigate sociodemographic predictors of treatment mediated through the various barriers endorsed by students with mental health problems. Prevalence analyses were carried out using cross-tabulations and prediction analyses using modified Poisson regression models. RESULTS Prevalence of clinically significant mental health problems is high relative to international comparisons, with the prevalence of severe, mild and moderate symptoms of any disorder and/or self-harm of 24.8% (SD = 0.3), 18.8% (SD = 0.3) and 27.6% (SD = 0.4) respectively. Treatment rates were 35.2% (S.E. = 0.6) among students with mental health problems who perceived need for treatment and 21.3% (S.E. = 0.4) irrespective of perceived need. Treatment rates were highest for mood disorders (29.9%, S.E. = 0.6) and lowest for externalising disorders (23.8%, S.E. = 0.5). Treatment rates were much less variable across disorder types among students with perceived need than irrespective of perceived need, indicating that perceived need mediated the associations of disorder types with received treatment. Adjusting for disorder profile, probability of obtaining treatment was significantly and positively associated with older age, female gender, study beyond the first year, traditional sexual orientation, and diverse indicators of social advantage (full-time study, high parent education, and attending Historically White Institutions). Among students with mental health problems, numerous barriers to treatment were reported adjusting for disorder profile, including lack of perceived need (39.5%, S.E. = 0.5) and, conditional on perceived need, psychological (54.4%, S.E. = 1.0), practical (77.3%, S.E. = 1.1), and other (79.1%, S.E. = 1.1) barriers. Typically, students reported multiple barriers to treatment. Differences in perceived need explained the gender difference in treatment, whereas practical barriers were most important in accounting for the other predictors of treatment. CONCLUSION Mental health problems are highly prevalent but seldom treated among SA university students. Although many barriers were reported, practical barriers were especially important in accounting for the associations of social disadvantage with low rates of treatment. Many of these practical barriers are however addressable.
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Affiliation(s)
- Jason Bantjes
- Mental Health, Alcohol, Substance Use and Tobacco (MAST) Research Unit, South African Medical Research Council, Cape Town, South Africa.
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa.
| | | | - Xanthe Hunt
- Institute for Life Course Health Research, Department of Global Health, Stellenbosch University, Stellenbosch, South Africa
| | - Dan J Stein
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
- SAMRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
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Reed-Fitzke K, Ferraro AJ, Duncan JM, Wojciak AS, Hamilton A, Pippert HD. Resilience in Army STARRS: Evaluating psychometrics of a multi-dimensional resilience measure. MILITARY PSYCHOLOGY 2023; 35:521-528. [PMID: 37903165 PMCID: PMC10617280 DOI: 10.1080/08995605.2022.2131187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 09/23/2022] [Indexed: 10/24/2022]
Abstract
As policymakers and the U.S. military continue to place an emphasis on the resilience of servicemembers, it is critical to utilize psychometrically sound and valid scales to measure resilience. Using two independent samples of Army soldiers-in-training, this study explored the measurement of resilience in the Army Study to Assess Risk and Resilience among Servicemembers (Army STARRS) New Soldier Study Component (NSS). Exploratory factor analysis (EFA) was used to identify the factor structure of a measure of resilience within the Army STARRS NSS. Confirmatory factor analysis (CFA) was then used to confirm the factor structure, then internal reliability was assessed. Convergent validity of the identified resilience factors was examined using two-tailed bivariate correlations. The EFA identified a three-factor structure of a measure of resilience. The CFA confirm the first-order three-factor structure of stress tolerance, positive orientation, and social resources. Each factor was uniquely distinct from measures of the likelihood of generalized anxiety disorder and major depressive disorder, lifetime stressful events, and social network. Findings highlights the utility of a three-factor aggregate measure of resilience in the Army STARRS NSS and provide practitioners with a more nuanced picture of the role of resilience among soldiers-in-training.
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Affiliation(s)
- Kayla Reed-Fitzke
- Department of Psychological and Quantitative Foundations, University of Iowa, Iowa City, Iowa
| | - Anthony J. Ferraro
- Department of Applied Human Sciences, Kansas State University, Manhattan, Kansas
| | - James M. Duncan
- School of Human Environmental Sciences, University of Arkansas, Fayetteville
| | - Armeda S. Wojciak
- Department of Psychological and Quantitative Foundations, University of Iowa, Iowa City, Iowa
| | - Alexus Hamilton
- Department of Psychological and Quantitative Foundations, University of Iowa, Iowa City, Iowa
| | - Hilary D. Pippert
- Department of Applied Human Sciences, Kansas State University, Manhattan, Kansas
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Kiekens G, Claes L, Hasking P, Mortier P, Bootsma E, Boyes M, Myin-Germeys I, Demyttenaere K, Cuijpers P, Kessler RC, Nock MK, Bruffaerts R. A longitudinal investigation of non-suicidal self-injury persistence patterns, risk factors, and clinical outcomes during the college period. Psychol Med 2023; 53:6011-6026. [PMID: 36325723 DOI: 10.1017/s0033291722003178] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Although non-suicidal self-injury (NSSI) is known typically to begin in adolescence, longitudinal information is lacking about patterns, predictors, and clinical outcomes of NSSI persistence among emerging adults. The present study was designed to (1) estimate NSSI persistence during the college period, (2) identify risk factors and high-risk students for NSSI persistence patterns, and (3) evaluate the association with future mental disorders and suicidal thoughts and behaviors (STB). METHODS Using prospective cohorts from the Leuven College Surveys (n = 5915), part of the World Mental Health International College Student Initiative, web-based surveys assessed mental health and psychosocial problems at college entrance and three annual follow-up assessments. RESULTS Approximately one in five (20.4%) students reported lifetime NSSI at college entrance. NSSI persistence was estimated at 56.4%, with 15.6% reporting a high-frequency repetitive pattern (≥five times yearly). Many hypothesized risk factors were associated with repetitive NSSI persistence, with the most potent effects observed for pre-college NSSI characteristics. Multivariate models suggest that an intervention focusing on the 10-20% at the highest predicted risk could effectively reach 34.9-56.7% of students with high-frequency repetitive NSSI persistence (PPV = 81.8-93.4, AUC = 0.88-0.91). Repetitive NSSI persistence during the first two college years predicted 12-month mental disorders, role impairment, and STB during the third college year, including suicide attempts. CONCLUSIONS Most emerging adults with a history of NSSI report persistent self-injury during their college years. Web-based screening may be a promising approach for detecting students at risk for a highly persistent NSSI pattern characterized by subsequent adverse outcomes.
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Affiliation(s)
- Glenn Kiekens
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
- Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Laurence Claes
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
- Faculty of Medicine and Health Sciences (CAPRI), University of Antwerp, Antwerp, Belgium
| | - Penelope Hasking
- Curtin enAble Institute & School of Population Health, Curtin University, Perth, Australia
| | - Philippe Mortier
- Health Services Research Unit, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- CIBER en Epidemiología y Salud Pública, Madrid, Spain
| | - Erik Bootsma
- Laboratory of Molecular Bacteriology, Department of Microbiology and Immunology, Rega Institute, KU Leuven, Leuven, Belgium
- The KU Leuven - VIB Center for Microbiology, Leuven, Belgium
| | - Mark Boyes
- Curtin enAble Institute & School of Population Health, Curtin University, Perth, Australia
| | | | | | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Matthew K Nock
- Department of Psychology, Harvard University, Cambridge, MA, USA
| | - Ronny Bruffaerts
- Center for Public Health Psychiatry, KU Leuven, Leuven, Belgium
- Institute for Social Research, Population Studies Center, University of Michigan, Ann Arbor, MI, USA
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Portillo-Van Diest A, Ballester Coma L, Mortier P, Vilagut G, Amigo F, Puértolas Gracia B, García-Mieres H, Alayo I, Blasco MJ, Carrasco Espi P, Falcó R, Forteza-Rey I, Garcia-Pazo P, Gili M, Giménez-García C, Machancoses FH, Marzo Campos JC, Navarra-Ventura G, Piqueras JA, Rebagliato M, Roca M, Rodriguez Jiménez T, Roldan L, Ruiz-Palomino E, Soto-Sanz V, Alonso J. Experience sampling methods for the personalised prediction of mental health problems in Spanish university students: protocol for a survey-based observational study within the PROMES-U project. BMJ Open 2023; 13:e072641. [PMID: 37451741 PMCID: PMC10351263 DOI: 10.1136/bmjopen-2023-072641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 06/12/2023] [Indexed: 07/18/2023] Open
Abstract
INTRODUCTION There is a high prevalence of mental health problems among university students. Better prediction and treatment access for this population is needed. In recent years, short-term dynamic factors, which can be assessed using experience sampling methods (ESM), have presented promising results for predicting mental health problems. METHODS AND ANALYSIS Undergraduate students from five public universities in Spain are recruited to participate in two web-based surveys (at baseline and at 12-month follow-up). A subgroup of baseline participants is recruited through quota sampling to participate in a 15-day ESM study. The baseline survey collects information regarding distal risk factors, while the ESM study collects short-term dynamic factors such as affect, company or environment. Risk factors will be identified at an individual and population level using logistic regressions and population attributable risk proportions, respectively. Machine learning techniques will be used to develop predictive models for mental health problems. Dynamic structural equation modelling and multilevel mixed-effects models will be considered to develop a series of explanatory models for the occurrence of mental health problems. ETHICS AND DISSEMINATION The project complies with national and international regulations, including the Declaration of Helsinki and the Code of Ethics, and has been approved by the IRB Parc de Salut Mar (2020/9198/I) and corresponding IRBs of all participating universities. All respondents are given information regarding access mental health services within their university and region. Individuals with positive responses on suicide items receive a specific alert with indications for consulting with a health professional. Participants are asked to provide informed consent separately for the web-based surveys and for the ESM study. Dissemination of results will include peer-reviewed scientific articles and participation in scientific congresses, reports with recommendations for universities' mental health policy makers, as well as a well-balanced communication strategy to the general public. STUDY REGISTRATION osf.io/p7csq.
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Affiliation(s)
- Ana Portillo-Van Diest
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Laura Ballester Coma
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Philippe Mortier
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Gemma Vilagut
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Franco Amigo
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Beatriz Puértolas Gracia
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Helena García-Mieres
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Itxaso Alayo
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- Kronikgune, Baracaldo, Euskadi, Spain
| | | | - Paula Carrasco Espi
- Department of Medicine, Universitat Jaume I, Castello de la Plana, Spain
- Environment and Health, FISABIO-University of Valencia-Universitat Jaume I, Valencia, Spain
| | - Raquel Falcó
- Department of Health Psychology, Miguel Hernandez University of Elche, Elche, Spain
| | - Ines Forteza-Rey
- IdISBa, Palma de Mallorca, Illes Balears, Spain
- Department of Psychology, Universitat de les Illes Balears, Palma de Mallorca, Illes Balears, Spain
| | - Patricia Garcia-Pazo
- Department of Nursing and Physiotherapy, Universitat de les Illes Balears, Palma de Mallorca, Illes Balears, Spain
- Development and Psychopathology, IdISBa, Palma de Mallorca, Illes Balears, Spain
| | - Margalida Gili
- IdISBa, Palma de Mallorca, Illes Balears, Spain
- Department of Psychology, Universitat de les Illes Balears, Palma de Mallorca, Illes Balears, Spain
| | - Cristina Giménez-García
- Department of Basic and Clinical Psychology, Science Health Faculty, Universitat Jaume I, Castello de la Plana, Castelló, Spain
| | - Francisco H Machancoses
- Predepartamental Unit of Medicine, Science Health Faculty, Universitat Jaume I, Castello de la Plana, Comunitat Valenciana, Spain
| | | | | | - Jose A Piqueras
- Department of Health Psychology, Miguel Hernandez University of Elche, Elche, Spain
| | - Marisa Rebagliato
- CIBERESP, Madrid, Comunidad de Madrid, Spain
- Predepartamental Unit of Medicine, Science Health Faculty, Universitat Jaume I, Castello de la Plana, Comunitat Valenciana, Spain
- Environment and Health, CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Miquel Roca
- IdISBa, Palma de Mallorca, Illes Balears, Spain
- Department of Medicine, Universitat de les Illes Balears, Palma de Mallorca, Illes Balears, Spain
| | | | | | - Estefanía Ruiz-Palomino
- Department of Basic and Clinical Psychology, Science Health Faculty, Universitat Jaume I, Castello de la Plana, Castelló, Spain
| | - Victoria Soto-Sanz
- Department of Health Psychology, Miguel Hernandez University of Elche, Elche, Spain
| | - Jordi Alonso
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
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Benjet C, Orozco R, Albor YC, Contreras EV, Monroy-Velasco IR, Hernández Uribe PC, Báez Mansur PM, Covarrubias Díaz Couder MA, Quevedo Chávez GE, Gutierrez-García RA, Machado N, Andersson C, Borges G. A longitudinal study on the impact of Internet gaming disorder on self-perceived health, academic performance, and social life of first-year college students. Am J Addict 2023; 32:343-351. [PMID: 36645268 DOI: 10.1111/ajad.13386] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 12/14/2022] [Accepted: 12/03/2022] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Internet gaming disorder (IGD) is associated with health, social, and academic problems but whether these are consequences of the disorder rather than precursors or correlates is unclear. We aimed to evaluate whether IGD in the 1st year of university predicts health, academic and social problems 1 year later, controlling for baseline health, academic and social problems, demographics, and mental health symptoms. METHODS In a prospective cohort study, 1741 university students completed both a baseline online survey in their 1st year and a follow-up survey 1 year later. Log-binomial models examined the strength of prospective associations between baseline predictor variables (IGD, baseline health, academic and social problems, sex, age, and mental health symptoms) and occurrence of health, academic and social problems at follow-up. RESULTS When extensively adjusted by the corresponding outcome at baseline, any mental disorder symptoms, sex, and age, baseline IGD was associated only with severe school impairment and poor social life (risk ratio [RR] = 1.77; 95% confidence interval [CI] = 1.14-2.75, p = .011; RR = 1.22; 95% CI = 1.07-1.38, p = .002, respectively). CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE University authorities and counselors should consider that incoming 1st-year students that meet criteria for IGD are likely to have increased academic and social impairments during their 1st year for which they may want to intervene. This study adds to the existing literature by longitudinally examining a greater array of negative outcomes of IGD than previously documented.
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Affiliation(s)
- Corina Benjet
- Department of Epidemiology and Psychosocial Research, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Ricardo Orozco
- Department of Epidemiology and Psychosocial Research, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Yesica C Albor
- Department of Epidemiology and Psychosocial Research, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Eunice V Contreras
- Facultad de Ciencias Administrativas y Sociales, Universidad Autónoma de Baja California, Ensenada, Mexico
| | | | | | - Patricia M Báez Mansur
- Coordinación de Desarrollo Académico y Servicios Educativos, Universidad la Salle Ciudad Victoria
| | | | | | - Raúl A Gutierrez-García
- Facultad de Ciencias Sociales y Humanidades, Universidad De La Salle Bajío, Salamanca, Mexico
| | - Nydia Machado
- Departamento de Psicología, Instituto Tecnológico de Sonora, Ciudad Obregón, Mexico
| | | | - Guilherme Borges
- Department of Epidemiology and Psychosocial Research, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City, Mexico
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Papini S, Norman SB, Campbell-Sills L, Sun X, He F, Kessler RC, Ursano RJ, Jain S, Stein MB. Development and Validation of a Machine Learning Prediction Model of Posttraumatic Stress Disorder After Military Deployment. JAMA Netw Open 2023; 6:e2321273. [PMID: 37389870 PMCID: PMC10314304 DOI: 10.1001/jamanetworkopen.2023.21273] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Accepted: 05/16/2023] [Indexed: 07/01/2023] Open
Abstract
Importance Military deployment involves significant risk for life-threatening experiences that can lead to posttraumatic stress disorder (PTSD). Accurate predeployment prediction of PTSD risk may facilitate the development of targeted intervention strategies to enhance resilience. Objective To develop and validate a machine learning (ML) model to predict postdeployment PTSD. Design, Setting, and Participants This diagnostic/prognostic study included 4771 soldiers from 3 US Army brigade combat teams who completed assessments between January 9, 2012, and May 1, 2014. Predeployment assessments occurred 1 to 2 months before deployment to Afghanistan, and follow-up assessments occurred approximately 3 and 9 months post deployment. Machine learning models to predict postdeployment PTSD were developed in the first 2 recruited cohorts using as many as 801 predeployment predictors from comprehensive self-report assessments. In the development phase, cross-validated performance metrics and predictor parsimony were considered to select an optimal model. Next, the selected model's performance was evaluated with area under the receiver operating characteristics curve and expected calibration error in a temporally and geographically distinct cohort. Data analyses were performed from August 1 to November 30, 2022. Main Outcomes and Measures Posttraumatic stress disorder diagnosis was assessed by clinically calibrated self-report measures. Participants were weighted in all analyses to address potential biases related to cohort selection and follow-up nonresponse. Results This study included 4771 participants (mean [SD] age, 26.9 [6.2] years), 4440 (94.7%) of whom were men. In terms of race and ethnicity, 144 participants (2.8%) identified as American Indian or Alaska Native, 242 (4.8%) as Asian, 556 (13.3%) as Black or African American, 885 (18.3%) as Hispanic, 106 (2.1%) as Native Hawaiian or other Pacific Islander, 3474 (72.2%) as White, and 430 (8.9%) as other or unknown race or ethnicity; participants could identify as of more than 1 race or ethnicity. A total of 746 participants (15.4%) met PTSD criteria post deployment. In the development phase, models had comparable performance (log loss range, 0.372-0.375; area under the curve range, 0.75-0.76). A gradient-boosting machine with 58 core predictors was selected over an elastic net with 196 predictors and a stacked ensemble of ML models with 801 predictors. In the independent test cohort, the gradient-boosting machine had an area under the curve of 0.74 (95% CI, 0.71-0.77) and low expected calibration error of 0.032 (95% CI, 0.020-0.046). Approximately one-third of participants with the highest risk accounted for 62.4% (95% CI, 56.5%-67.9%) of the PTSD cases. Core predictors cut across 17 distinct domains: stressful experiences, social network, substance use, childhood or adolescence, unit experiences, health, injuries, irritability or anger, personality, emotional problems, resilience, treatment, anxiety, attention or concentration, family history, mood, and religion. Conclusions and Relevance In this diagnostic/prognostic study of US Army soldiers, an ML model was developed to predict postdeployment PTSD risk with self-reported information collected before deployment. The optimal model showed good performance in a temporally and geographically distinct validation sample. These results indicate that predeployment stratification of PTSD risk is feasible and may facilitate the development of targeted prevention and early intervention strategies.
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Affiliation(s)
- Santiago Papini
- Department of Psychiatry, University of California, San Diego, La Jolla
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Sonya B. Norman
- Department of Psychiatry, University of California, San Diego, La Jolla
- National Center for PTSD, White River Junction, Vermont
- Veterans Affairs Center of Excellence for Stress and Mental Health, San Diego, California
| | | | - Xiaoying Sun
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla
| | - Feng He
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Robert J. Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Sonia Jain
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla
| | - Murray B. Stein
- Department of Psychiatry, University of California, San Diego, La Jolla
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla
- Psychiatry Service, Veterans Affairs San Diego Healthcare System, San Diego, California
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16
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Duffy FF, Sudom K, Jones M, Fear NT, Greenberg N, Adler AB, Hoge CW, Wilk JE, Riviere LA. Calibrating the Alcohol Use Disorders Identification Test-Consumption (AUDIT-C) for detecting alcohol-related problems among Canadian, UK and US soldiers: cross-sectional pre-deployment and post-deployment survey results. BMJ Open 2023; 13:e068619. [PMID: 37130676 PMCID: PMC10163557 DOI: 10.1136/bmjopen-2022-068619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/04/2023] Open
Abstract
OBJECTIVES Excessive alcohol use can bring about adverse health and work-related consequences in civilian and military populations. Screening for excessive drinking can help identify individuals at risk for alcohol-related problems who may require clinical interventions. The brief validated measures of alcohol use such as the Alcohol Use Disorders Identification Test (AUDIT), or abbreviated AUDIT-Consumption (AUDIT-C), are often included in military deployment screening and epidemiologic surveys, but appropriate cut-points must be used to effectively identify individuals at risk. Although the conventional AUDIT-C cut-points ≥4 for men and ≥3 for women are commonly used, recent validation studies of veterans and civilians recommend higher cut-points to minimise misclassification and overestimation of alcohol-related problems. This study aims to ascertain optimal AUDIT-C cut-points for detecting alcohol-related problems among serving Canadian, UK and US soldiers. DESIGN Cross-sectional pre/post-deployment survey data were used. SETTINGS Comprised Army locations in Canada and UK, and selected US Army units. PARTICIPANTS Included soldiers in each of the above-mentioned settings. OUTCOME MEASURES Soldiers' AUDIT scores for hazardous and harmful alcohol use or high levels of alcohol problems served as a benchmark against which optimal sex-specific AUDIT-C cut-points were assessed. RESULTS Across the three-nation samples, AUDIT-C cut-points of ≥6/7 for men and ≥5/6 for women performed well in detecting hazardous and harmful alcohol use and provided comparable prevalence estimates to AUDIT scores ≥8 for men and ≥7 for women. The AUDIT-C cut-point ≥8/9 for both men and women performed fair-to-good when benchmarked against AUDIT ≥16, although inflated AUDIT-C-derived prevalence estimates and low positive predictive values were observed. CONCLUSION This multi-national study provides valuable information regarding appropriate AUDIT-C cut-points for detecting hazardous and harmful alcohol use, and high levels of alcohol problems among soldiers. Such information can be useful for population surveillance, pre-deployment/post-deployment screening of military personnel, and clinical practice.
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Affiliation(s)
- Farifteh Firoozmand Duffy
- Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- TechWerks LLC, Arlington Heights, Illinois, USA
| | - Kerry Sudom
- Director General Military Personnel Research and Analysis, Department of National Defence, Ottawa, Ontario, Canada
| | - Margaret Jones
- King's Centre for Military Health Research, King's College London, London, UK
| | - Nicola T Fear
- King's Centre for Military Health Research, King's College London, London, UK
- ADMMH, King's College London, London, UK
| | - Neil Greenberg
- King's Centre for Military Health Research, King's College London, London, UK
| | - Amy B Adler
- Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Charles W Hoge
- Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Joshua E Wilk
- Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Lyndon A Riviere
- Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD, USA
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17
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Husky MM, Sadikova E, Lee S, Alonso J, Auerbach RP, Bantjes J, Bruffaerts R, Cuijpers P, Ebert DD, Garcia RG, Hasking P, Mak A, McLafferty M, Sampson NA, Stein DJ, Kessler RC. Childhood adversities and mental disorders in first-year college students: results from the World Mental Health International College Student Initiative. Psychol Med 2023; 53:2963-2973. [PMID: 37449483 PMCID: PMC10349206 DOI: 10.1017/s0033291721004980] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND This study investigates associations of several dimensions of childhood adversities (CAs) with lifetime mental disorders, 12-month disorder persistence, and impairment among incoming college students. METHODS Data come from the World Mental Health International College Student Initiative (WMH-ICS). Web-based surveys conducted in nine countries (n = 20 427) assessed lifetime and 12-month mental disorders, 12-month role impairment, and seven types of CAs occurring before the age of 18: parental psychopathology, emotional, physical, and sexual abuse, neglect, bullying victimization, and dating violence. Poisson regressions estimated associations using three dimensions of CA exposure: type, number, and frequency. RESULTS Overall, 75.8% of students reported exposure to at least one CA. In multivariate regression models, lifetime onset and 12-month mood, anxiety, and substance use disorders were all associated with either the type, number, or frequency of CAs. In contrast, none of these associations was significant when predicting disorder persistence. Of the three CA dimensions examined, only frequency was associated with severe role impairment among students with 12-month disorders. Population-attributable risk simulations suggest that 18.7-57.5% of 12-month disorders and 16.3% of severe role impairment among those with disorders were associated with these CAs. CONCLUSION CAs are associated with an elevated risk of onset and impairment among 12-month cases of diverse mental disorders but are not involved in disorder persistence. Future research on the associations of CAs with psychopathology should include fine-grained assessments of CA exposure and attempt to trace out modifiable intervention targets linked to mechanisms of associations with lifetime psychopathology and burden of 12-month mental disorders.
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Affiliation(s)
- Mathilde M. Husky
- Laboratoire de Psychologie EA4139, Université de Bordeaux, Bordeaux, France
| | - Ekaterina Sadikova
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, US
| | - Sue Lee
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
| | - Jordi Alonso
- Health Services Research Unit, IMIM-Hospital del Mar Medical Research Institute; Pompeu Fabra University (UPF); and CIBER en Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain
| | - Randy P. Auerbach
- Department of Psychiatry, Columbia University, New York, New York, USA
| | - Jason Bantjes
- Institute for Life Course Health Research, Department of Global Health, Stellenbosch University, South Africa
| | - Ronny Bruffaerts
- Universitair Psychiatrisch Centrum - Katholieke Universiteit Leuven (UPC-KUL), Campus Gasthuisberg, Leuven, Belgium
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - David D. Ebert
- Department for Sport and Health Sciences, Chair for Psychology & Digital Mental Health Care, Technical University Munich, Germany
| | - Raùl Gutiérrez Garcia
- Department of Social Sciences and Humanities, De La Salle Bajio University, Salamanca, Guanajuato, Mexico
| | - Penelope Hasking
- School of Population Health, Curtin University, Perth, Western Australia, Australia
| | - Arthur Mak
- Department of Psychiatry, The Chinese University of Hong Kong, Hong Kong SAR
| | | | - Nancy A. Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
| | - Dan J. Stein
- Department of Psychiatry & Mental Health and South African Medical Council Research Unit on Risk and Resilience in Mental Disorders, University of Cape Town and Groote Schuur Hospital, Cape Town, Republic of South Africa
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
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18
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Campbell-Sills L, Kautz JD, Choi KW, Naifeh JA, Aliaga PA, Jain S, Sun X, Kessler RC, Stein MB, Ursano RJ, Bliese PD. Effects of prior deployments and perceived resilience on anger trajectories of combat-deployed soldiers. Psychol Med 2023; 53:2031-2040. [PMID: 34802475 PMCID: PMC9124235 DOI: 10.1017/s0033291721003779] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 08/26/2021] [Accepted: 09/01/2021] [Indexed: 11/07/2022]
Abstract
BACKGROUND Problematic anger is frequently reported by soldiers who have deployed to combat zones. However, evidence is lacking with respect to how anger changes over a deployment cycle, and which factors prospectively influence change in anger among combat-deployed soldiers. METHODS Reports of problematic anger were obtained from 7298 US Army soldiers who deployed to Afghanistan in 2012. A series of mixed-effects growth models estimated linear trajectories of anger over a period of 1-2 months before deployment to 9 months post-deployment, and evaluated the effects of pre-deployment factors (prior deployments and perceived resilience) on average levels and growth of problematic anger. RESULTS A model with random intercepts and slopes provided the best fit, indicating heterogeneity in soldiers' levels and trajectories of anger. First-time deployers reported the lowest anger overall, but the most growth in anger over time. Soldiers with multiple prior deployments displayed the highest anger overall, which remained relatively stable over time. Higher pre-deployment resilience was associated with lower reports of anger, but its protective effect diminished over time. First- and second-time deployers reporting low resilience displayed different anger trajectories (stable v. decreasing, respectively). CONCLUSIONS Change in anger from pre- to post-deployment varies based on pre-deployment factors. The observed differences in anger trajectories suggest that efforts to detect and reduce problematic anger should be tailored for first-time v. repeat deployers. Ongoing screening is needed even for soldiers reporting high resilience before deployment, as the protective effect of pre-deployment resilience on anger erodes over time.
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Affiliation(s)
| | - Jason D. Kautz
- Department of Organizations, Strategy, and International Management, University of Texas at Dallas, Dallas, TX, USA
| | - Karmel W. Choi
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute, Boston, MA, USA
| | - James A. Naifeh
- Department of Psychiatry, Center for the Study of Traumatic Stress, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Pablo A. Aliaga
- Department of Psychiatry, Center for the Study of Traumatic Stress, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Sonia Jain
- Biostatistics Research Center, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
| | - Xiaoying Sun
- Biostatistics Research Center, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Murray B. Stein
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- VA San Diego Healthcare System, San Diego, CA, USA
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
| | - Robert J. Ursano
- Department of Psychiatry, Center for the Study of Traumatic Stress, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Paul D. Bliese
- Department of Management, Darla Moore School of Business, University of South Carolina, Columbia, SC, USA
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19
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Bootsma E, Jansen L, Kiekens G, Voorpoels W, Mortier P, Proost S, Vande Poel I, Jacobs K, Demyttenaere K, Alonso J, Kessler RC, Cuijpers P, Auerbach RP, Bruffaerts R. Mood disorders in higher education in Flanders during the 2 nd and 3 rd COVID-19 wave: Prevalence and help-seeking: Findings from the Flemish College Surveys (FLeCS). J Psychiatr Res 2023; 159:33-41. [PMID: 36657312 DOI: 10.1016/j.jpsychires.2023.01.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 11/21/2022] [Accepted: 01/09/2023] [Indexed: 01/13/2023]
Abstract
To examine the prevalence of 12-month mood disorders and receipt of mental health treatment among a volunteer sample of higher education students during the 2nd and 3rd COVID-19 wave in the Flanders region. Web-based self-report surveys were obtained from 9101 students in higher education in the Flemish College Surveys (FLeCS) in Flanders, Belgium. As part of the World Health Organization's World Mental Health-International College Student Initiative, we screened for 12-month mood disorders (major depressive episode (MDE), mania/hypomania), and service use. We used poststratification weights to generate population-representative data on key socio-demographic characteristics. 50.6% of the respondents screened positive for 12-month mood disorders (46.8% MDE, of which 22.9% with very severe impact). Use of services was very low, with estimates of 35.4% for MDE, 31.7% for mania, and 25.5% for hypomania. Even among students with very severe disorders, treatment rates were never higher than 48.3%. Most common barriers for not using services were: the preference to handle the problem alone (83.4%) and not knowing where to seek professional help (79.8%). We found a high unmet need for mood problems among college students; though caution is needed in interpreting these findings given the volunteer nature of the sample. A reallocation of treatment resources for higher education students should be considered, particulary services that focus on innovative, low-threshold, and scalable interventions.
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Affiliation(s)
- Erik Bootsma
- Laboratory of Molecular Bacteriology, Department of Microbiology and Immunology, Rega Institute, KU Leuven, Belgium; The KU Leuven - VIB Center for Microbiology, Leuven, Belgium.
| | - Leontien Jansen
- Center for Public Health Psychiatry, KU Leuven, Leuven, Belgium
| | - Glenn Kiekens
- Faculty of Psychology and Educational Sciences, Clinical Psychology, KU Leuven, Leuven, Belgium; Department of Neurosciences, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | | | - Philippe Mortier
- Health Services Research Unit, IMIM Hospital del Mar Medical Research Institute, Barcelona, Spain; CIBER en Epidemiología y Salud Pública, Madrid, Spain
| | - Sebastian Proost
- Laboratory of Molecular Bacteriology, Department of Microbiology and Immunology, Rega Institute, KU Leuven, Belgium; The KU Leuven - VIB Center for Microbiology, Leuven, Belgium
| | - Ilse Vande Poel
- Knowledge and Innovation Center FOOD, University Colleges Leuven-Limburg, Leuven, Belgium
| | - Karen Jacobs
- Knowledge and Innovation Center FOOD, University Colleges Leuven-Limburg, Leuven, Belgium
| | - Koen Demyttenaere
- Center for Public Health Psychiatry, KU Leuven, Leuven, Belgium; Campus Gasthuisberg, Universitair Psychiatrisch Centrum KU Leuven (UPC-KUL), Leuven, Belgium
| | - Jordi Alonso
- Health Services Research Unit, IMIM Hospital del Mar Medical Research Institute, Barcelona, Spain; CIBER en Epidemiología y Salud Pública, Madrid, Spain; Universitat Pompeu Fabra, Barcelona, Spain
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, MA, USA
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Netherlands
| | - Randy P Auerbach
- Department of Psychiatry, Columbia University, New York, USA; Division of Clinical Developmental Neuroscience, Sackler Institute, New York, USA
| | - Ronny Bruffaerts
- Center for Public Health Psychiatry, KU Leuven, Leuven, Belgium; Campus Gasthuisberg, Universitair Psychiatrisch Centrum KU Leuven (UPC-KUL), Leuven, Belgium
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20
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Abstract
This diagnostic study reports patterns of DSM-5 posttraumatic stress disorder diagnostic presentations from multiple cohorts.
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Affiliation(s)
- Richard A. Bryant
- School of Psychology, University of New South Wales, Sydney, New South Wales, Australia
| | | | - Dusan Hadzi-Pavlovic
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
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21
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Kiekens G, Hasking P, Bruffaerts R, Alonso J, Auerbach RP, Bantjes J, Benjet C, Boyes M, Chiu WT, Claes L, Cuijpers P, Ebert DD, Mak A, Mortier P, O’Neill S, Sampson NA, Stein DJ, Vilagut G, Nock MK, Kessler RC. Non-suicidal self-injury among first-year college students and its association with mental disorders: results from the World Mental Health International College Student (WMH-ICS) initiative. Psychol Med 2023; 53:875-886. [PMID: 34140062 PMCID: PMC8683565 DOI: 10.1017/s0033291721002245] [Citation(s) in RCA: 43] [Impact Index Per Article: 43.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
BACKGROUND Although non-suicidal self-injury (NSSI) is an issue of major concern to colleges worldwide, we lack detailed information about the epidemiology of NSSI among college students. The objectives of this study were to present the first cross-national data on the prevalence of NSSI and NSSI disorder among first-year college students and its association with mental disorders. METHODS Data come from a survey of the entering class in 24 colleges across nine countries participating in the World Mental Health International College Student (WMH-ICS) initiative assessed in web-based self-report surveys (20 842 first-year students). Using retrospective age-of-onset reports, we investigated time-ordered associations between NSSI and Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-IV) mood (major depressive and bipolar disorder), anxiety (generalized anxiety and panic disorder), and substance use disorders (alcohol and drug use disorder). RESULTS NSSI lifetime and 12-month prevalence were 17.7% and 8.4%. A positive screen of 12-month DSM-5 NSSI disorder was 2.3%. Of those with lifetime NSSI, 59.6% met the criteria for at least one mental disorder. Temporally primary lifetime mental disorders predicted subsequent onset of NSSI [median odds ratio (OR) 2.4], but these primary lifetime disorders did not consistently predict 12-month NSSI among respondents with lifetime NSSI. Conversely, even after controlling for pre-existing mental disorders, NSSI consistently predicted later onset of mental disorders (median OR 1.8) as well as 12-month persistence of mental disorders among students with a generalized anxiety disorder (OR 1.6) and bipolar disorder (OR 4.6). CONCLUSIONS NSSI is common among first-year college students and is a behavioral marker of various common mental disorders.
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Affiliation(s)
- Glenn Kiekens
- Center for Public Health Psychiatry, KU Leuven, Belgium
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
- Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Penelope Hasking
- School of Population Health, Curtin University, Perth, Australia
| | - Ronny Bruffaerts
- Center for Public Health Psychiatry, KU Leuven, Belgium
- Institute for Social Research, Population Studies Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Jordi Alonso
- Health Services Research Unit, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- CIBER en Epidemiología y Salud Pública, Madrid, Spain
- Pompeu Fabra University, Barcelona, Spain
| | | | - Jason Bantjes
- Institute for Life Course Health Research, Department of Global Health, Faculty of Medicine and Health Sciences Stellenbosch University, South Africa
| | - Corina Benjet
- Department of Epidemiologic and Psychosocial Research, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Mark Boyes
- School of Population Health, Curtin University, Perth, Australia
| | - Wai Tat Chiu
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Laurence Claes
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
- Faculty of Medicine and Health Sciences (CAPRI), University of Antwerp, Antwerp, Belgium
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - David D. Ebert
- Department for Sport and Health Sciences, Chair for Psychology & Digital Mental Health Care, Technical University Munich, Germany
| | - Arthur Mak
- Department of Psychiatry, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR
| | - Philippe Mortier
- Health Services Research Unit, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- CIBER en Epidemiología y Salud Pública, Madrid, Spain
| | - Siobhan O’Neill
- School of Biomedical Sciences, Ulster University, Derry-Londonderry, Northern Ireland
| | - Nancy A. Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Dan J. Stein
- Department of Psychiatry and Mental Health and South African Medical Council Research Unit on Risk and Resilience in Mental Disorders, University of Cape Town and Groote Schuur Hospital, Cape Town, South Africa
| | - Gemma Vilagut
- Health Services Research Unit, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- CIBER en Epidemiología y Salud Pública, Madrid, Spain
| | - Matthew K. Nock
- Department of Psychology, Harvard University, Cambridge, MA, USA
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
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22
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Borges G, Benjet C, Orozco R, Albor Y, Contreras EV, Monroy-Velasco IR, Hernández-Uribe PC, Báez-Mansur PM, Covarrubias Diaz Couder MA, Quevedo-Chávez GE, Gutierrez-García RA, Machado N. Internet Gaming Disorder Does Not Predict Mood, Anxiety or Substance Use Disorders in University Students: A One-Year Follow-Up Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:2063. [PMID: 36767430 PMCID: PMC9915849 DOI: 10.3390/ijerph20032063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 01/11/2023] [Accepted: 01/20/2023] [Indexed: 06/18/2023]
Abstract
We seek to evaluate whether Internet Gaming Disorder (IGD) among university students in Mexico during their first year at university predicts a long list of mental disorders a year later, controlling for baseline mental health disorders as well as demographics. This is a prospective cohort study with a one-year follow-up period conducted during the 2018-2019 academic year and followed up during the 2019-2020 academic year at six Mexican universities. Participants were first-year university students (n = 1741) who reported symptoms compatible with an IGD diagnosis at entry (baseline). Outcomes are seven mental disorders (mania, hypomania, and major depressive episodes; generalized anxiety disorder and panic disorder; alcohol use disorder and drug use disorder), and three groups of mental disorders (mood, anxiety, and substance use disorders) at the end of the one-year follow-up. Fully adjusted models, that included baseline controls for groups of mental disorders, rendered all associations null. The association between baseline IGD and all disorders and groups of disorders at follow-up was close to one, suggesting a lack of longitudinal impact of IGD on mental disorders. Conflicting results from available longitudinal studies on the role of IGD in the development of mental disorders warrant further research.
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Affiliation(s)
- Guilherme Borges
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City 14370, Mexico
| | - Corina Benjet
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City 14370, Mexico
| | - Ricardo Orozco
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City 14370, Mexico
| | - Yesica Albor
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City 14370, Mexico
| | - Eunice V. Contreras
- Facultad de Ciencias Administrativas y Sociales, Universidad Autónoma de Baja California, Ensenada 22860, Mexico
| | | | | | | | | | | | - Raúl A. Gutierrez-García
- Facultad de Ciencias Sociales y Humanidades, Universidad De La Salle Bajío, Salamanca 36700, Mexico
| | - Nydia Machado
- Instituto Tecnológico de Sonora, Ciudad Obregón 85059, Mexico
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Bantjes J, Kessler M, Lochner C, Breet E, Bawa A, Roos J, Davids C, Muturiki M, Kessler RC, Stein DJ. The mental health of university students in South Africa: Results of the national student survey. J Affect Disord 2023; 321:217-226. [PMID: 36349649 DOI: 10.1016/j.jad.2022.10.044] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 10/19/2022] [Accepted: 10/22/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND We estimate 30-day prevalence of 11 common mental disorders among a representative sample of university students in South Africa and explore disparities in student mental health across historically segregated institutions and marginalised groups. METHODS Cross-sectional data collected in self-report surveys of students (n = 28,268) from 17 universities were weighted to adjust for differences in survey responses. Poisson regression was used to estimate risk ratios (RRs). RESULTS Prevalence estimates were highest (21.0-24.5 %) for two anxiety disorders (social anxiety disorder, PTSD) and two disruptive behavior disorders (eating disorder, ADHD). Prevalence estimates were higher for any anxiety disorder (37.1 %) and any disruptive behavior disorder (38.7 %) than for any mood disorder (16.3 %) or any substance use disorder (6.6 %). Prevalence estimates varied significantly by historical segregation status of institutions (F3 = 221.6, p < .001), with prevalence consistently highest in Historically White Institutions (HWIs). Across all institutions, risk of any disorder was lower among oldest than younger students (RR = 0.7, 95%CI = 0.7-0.8), and elevated among gender non-conforming (RR = 1.3, 95%CI = 1.1-1.4), female (RR = 1.2, 95%CI = 1.1-1.2), and sexual minority (RR = 1.2, 95%CI = 1.2-1.3) students. Black students attending HWIs had elevated risk of any disorder relative to White students. LIMITATIONS Reliance on self-report measures together with relatively low and variable response rates across institutions limit generalizability of results. CONCLUSIONS Modest risks associated with sociodemographic factors suggest a need to focus on mental health of female, gender nonconforming and sexual minority students at all universities along with Black students attending HWIs.
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Affiliation(s)
- Jason Bantjes
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, Cape Town, South Africa; Institute for Life Course Health Research, Department of Global Health, Stellenbosch University, Stellenbosch, South Africa
| | - Molly Kessler
- Department of Measurement, Evaluation, Statistics, and Assessment, Lynch School of Education and Human Development, Boston College, Chestnut Hill, MA, USA
| | - Christine Lochner
- SAMRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Elsie Breet
- Institute for Life Course Health Research, Department of Global Health, Stellenbosch University, Stellenbosch, South Africa
| | - Ahmed Bawa
- Board of Directors, Universities South Africa, Pretoria, South Africa
| | - Janine Roos
- Mental Health Information Centre of Southern Africa, Stellenbosch University, Stellenbosch, South Africa
| | - Charl Davids
- Centre for Student Counselling and Development, Student Affairs, Stellenbosch University, Stellenbosch, South Africa
| | - Memory Muturiki
- Student Wellness Service, University of Cape Town, Cape Town, South Africa
| | - Ronald C Kessler
- Department of Healthcare Policy, Harvard Medical School, Boston, MA, USA.
| | - Dan J Stein
- SAMRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa; Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
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Variations in psychological disorders, suicidality, and help-seeking behaviour among college students from different academic disciplines. PLoS One 2022; 17:e0279618. [PMID: 36584170 PMCID: PMC9803302 DOI: 10.1371/journal.pone.0279618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 12/12/2022] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Elevated levels of suicidality, ADHD, mental ill-health and substance disorders are reported among college students globally, yet few receive treatment. Some faculties and courses appear to have more at-risk students than others. The current study aimed to determine if students commencing college in different academic disciplines were at a heightened risk for psychopathology, substance use disorders and suicidal behaviour, and examined variations in help-seeking behaviour. MATERIALS AND METHODS The study utilised data collected from 1,829 first-year undergraduate students as part of the Student Psychological Intervention Trial (SPIT) which commenced in September 2019 across four Ulster University campuses in Northern Ireland and an Institute of Technology, in the North-West of Ireland. The SPIT study is part of the World Mental Health International College Student Initiative (WMH-ICS) which uses the WMH-CIDI to identify 12-month and lifetime disorders. RESULTS Students from Life and Health Sciences reported the lowest rates of a range of psychological problems in the year prior to commencing college, while participants studying Arts and Humanities displayed the highest levels (e.g. depression 20.6%; social anxiety 38.8%). However, within faculty variations were found. For example, psychology students reported high rates, while nursing students reported low rates. Variations in help seeking behaviour were also revealed, with male students less likely to seek help. CONCLUSIONS Detecting specific cohorts at risk of psychological disorders and suicidality is challenging. This study revealed that some academic disciplines have more vulnerable students than others, with many reluctant to seek help for their problems. It is important for educators to be aware of such issues and for colleges to provide information and support to students at risk. Tailored interventions and prevention strategies may be beneficial to address the needs of students from different disciplines.
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25
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Benjet C, Borges G, Miah S, Albor Y, Gutiérrez-García RA, Zavala Berbena A, Guzmán R, Vargas-Contreras E, Hermosillo de la Torre AE, Hernández Uribe PC, Quevedo G, Covarrubias Díaz A, Martínez Ruiz S, Valdés-García KP, Martínez Jerez AM, Mortier P. One-year incidence, predictors, and accuracy of prediction of suicidal thoughts and behaviors from the first to second year of university. Depress Anxiety 2022; 39:727-740. [PMID: 35980836 DOI: 10.1002/da.23278] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Revised: 06/01/2022] [Accepted: 06/18/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Research is scarce on the prospective predictors of first onset suicidal thoughts and behaviors (STB) and the accuracy of these predictors in university students, particularly in low-and-middle income countries. Therefore, we assessed the 1-year incidence of STB among first-year students, a broad range of prospective predictors of STB incidence, and evaluated the prediction accuracy of a baseline multivariate risk prediction model to identify students at highest risk for STB onset over the subsequent 12 months. METHODS Students (n = 3238) from 13 universities in Mexico completed an online survey developed for the World Mental Health International College Student Surveys in their first year and again 12 months after. We ran generalized linear models and receiver operator curves. RESULTS The 1-year incidence of suicidal ideation, plan and attempt was 8.53%, 3.75%, and 1.16%, respectively. Predictors in final models were female sex (ideation only), minority sexual orientation (ideation only), depression, eating disorders, ADHD (ideation and plan), ongoing arguments or breakup with a romantic partner (ideation only), emotional abuse (ideation only), parental death (ideation, plan), not Catholic/Christian (ideation, plan), not having someone to rely on, psychotic experiences (plan only), and insufficient sleep (attempt only). Prediction accuracy for ideation, plan and attempt was area under the curve = 0.76, 0.81 and 0.78, respectively. Targeting the top 10% of students at highest risk could reduce STB in the subsequent year up to 36%. CONCLUSIONS By assessing these risk/protective factors in incoming students we identified students at greatest risk for developing STB to whom suicide prevention strategies could be targeted.
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Affiliation(s)
- Corina Benjet
- Epidemiological and Psychosocial Research, Center for Global Mental Health, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Guilherme Borges
- Epidemiological and Psychosocial Research, Center for Global Mental Health, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Sumaiya Miah
- Department of Biostatistics and Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Yesica Albor
- Escuela de Educación a Distancia, Universidad Cuauhtémoc, plantel Aguascalientes, Aguascalientes, Mexico
| | - Raúl A Gutiérrez-García
- Facultad de Ciencias Sociales y Humanidades, Universidad De La Salle Bajío, campus Salamanca, Salamanca, Mexico
| | - Alicia Zavala Berbena
- Dirección de Investigación, Universidad De La Salle Bajío, campus Campestre, León, Mexico
| | - Rebeca Guzmán
- Instituto de Ciencias de la Salud y Coordinación de Investigación, Universidad Autónoma del Estado de Hidalgo, Pachuca, Mexico
| | - Eunice Vargas-Contreras
- Facultad de Ciencias Administrativas y Sociales, Universidad Autónoma de Baja California, Ensenada, Mexico
| | | | | | - Guillermo Quevedo
- Coordinación de psicología, Universidad La Salle Cancún, Cancún, Mexico
| | | | | | | | - Ana María Martínez Jerez
- Unidad Académica de Ciencias Jurídicas y Sociales, Universidad Autónoma de Tamaulipas, Ciudad Victoria, Mexico
| | - Philippe Mortier
- Health Services Research Unit, IMIM Hospital del Mar Medical Research Institute, Barcelona, Spain.,Epidemiología y Salud Pública, CIBER, Madrid, Spain
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26
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Wang JH, Denic-Roberts H, Goodie JL, Thomas DL, Engel LS, Rusiecki JA. Risk factors for acute mental health symptoms and tobacco initiation in Coast Guard Responders to the Deepwater Horizon oil spill. J Trauma Stress 2022; 35:1099-1114. [PMID: 35290683 PMCID: PMC9355914 DOI: 10.1002/jts.22817] [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: 07/07/2021] [Revised: 11/19/2021] [Accepted: 12/27/2021] [Indexed: 11/08/2022]
Abstract
Acute mental health symptoms experienced during oil spill response work are understudied, especially among nonlocal responders. We assessed potential risk factors for acute mental health symptoms and tobacco initiation among U.S. Coast Guard responders to the 2010 Deepwater Horizon (DWH) oil spill who completed a deployment exit survey. Cross-sectional associations among responder characteristics, deployment-related stressors (deployment duration, timing, crude oil exposure, physical symptoms, injuries), and professional help-seeking for stressors experienced with concurrent depression/anxiety and tobacco initiation were examined. Log-binomial regression was used to calculate adjusted prevalence ratios (aPRs) and 95% confidence intervals. Sensitivity analyses excluded responders with a history of mental health conditions using health encounter data from the Military Health System Data Repository. Of the 4,855 responders, 75.5% were deployed from nonlocal/non-Gulf home stations, 5.8% reported concurrent depression and anxiety, and 2.8% reported the initiation of any tobacco product during oil spill response. Self-report of concurrent depression and anxiety was more prevalent among female responders and positively associated with longer deployments, crude oil exposure via inhalation, physical symptoms and injuries, and professional help-seeking during deployment, aPRs = 1.54-6.55. Tobacco initiation was inversely associated with older age and officer rank and positively associated with deployment-related stressors and depression/anxiety during deployment, aPRs = 1.58-4.44. Associations remained robust after excluding responders with a history of mental health- and tobacco-related health encounters up to 3 years before deployment. Depression, anxiety, and tobacco initiation were cross-sectionally associated with oil spill response work experiences among DWH responders, who largely originated outside of the affected community.
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Affiliation(s)
- Jeanny H. Wang
- Department of Preventive Medicine and Biostatistics, Uniformed Services University, Bethesda, Maryland, USA
| | - Hristina Denic-Roberts
- Department of Preventive Medicine and Biostatistics, Uniformed Services University, Bethesda, Maryland, USA
- Oak Ridge Institute for Science and Education, Maryland, USA
| | - Jeffrey L. Goodie
- Department of Medical and Clinical Psychology, Uniformed Services University, Bethesda, Maryland, USA
| | - Dana L. Thomas
- United States Coast Guard Headquarters, Directorate of Health, Safety, and Work Life, Washington, D.C., USA
| | - Lawrence S. Engel
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Jennifer A. Rusiecki
- Department of Preventive Medicine and Biostatistics, Uniformed Services University, Bethesda, Maryland, USA
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27
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Ballester L, Alayo I, Vilagut G, Mortier P, Almenara J, Cebrià AI, Echeburúa E, Gabilondo A, Gili M, Lagares C, Piqueras JA, Roca M, Soto-Sanz V, Blasco MJ, Castellví P, Miranda-Mendizabal A, Bruffaerts R, Auerbach RP, Nock MK, Kessler RC, Alonso J. Predictive models for first-onset and persistence of depression and anxiety among university students. J Affect Disord 2022; 308:432-441. [PMID: 35398107 DOI: 10.1016/j.jad.2021.10.135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Revised: 10/21/2021] [Accepted: 10/25/2021] [Indexed: 11/15/2022]
Abstract
BACKGROUND Depression and anxiety are both prevalent among university students. They frequently co-occur and share risk factors. Yet few studies have focused on identifying students at highest risk of first-onset and persistence of either of these conditions. METHODS Multicenter cohort study among Spanish first-year university students. At baseline, students were assessed for lifetime and 12-month Major Depressive Episode and/or Generalized Anxiety Disorder (MDE-GAD), other mental disorders, childhood-adolescent adversities, stressful life events, social support, socio-demographics, and psychological factors using web-based surveys; 12-month MDE-GAD was again assessed at 12-month follow-up. RESULTS A total of 1253 students participated in both surveys (59.2% of baseline respondents; mean age = 18.7 (SD = 1.3); 56.0% female). First-onset of MDE-GAD at follow-up was 13.3%. Also 46.7% of those with baseline MDE-GAD showed persistence at follow-up. Childhood/Adolescence emotional abuse or neglect (OR= 4.33), prior bipolar spectrum disorder (OR= 4.34), prior suicidal ideation (OR=4.85) and prior lifetime symptoms of MDE (ORs=2.33-3.63) and GAD (ORs=2.15-3.75) were strongest predictors of first-onset MDE-GAD. Prior suicidal ideation (OR=3.17) and prior lifetime GAD symptoms (ORs=2.38-4.02) were strongest predictors of MDE-GAD persistence. Multivariable predictions from baseline showed AUCs of 0.76 for first-onset and 0.81 for persistence. 74.9% of first-onset MDE-GAD cases occurred among 30% students with highest predicted risk at baseline. LIMITATIONS Self-report data were used; external validation of the multivariable prediction models is needed. CONCLUSION MDE-GAD among university students is frequent, suggesting the need to implement web-based screening at university entrance that identify those students with highest risk.
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Affiliation(s)
- Laura Ballester
- Health Services Research Group, IMIM (Institut Hospital del Mar d'Investigacions Mèdiques), Barcelona, Spain; Girona University (UdG), Girona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Itxaso Alayo
- Health Services Research Group, IMIM (Institut Hospital del Mar d'Investigacions Mèdiques), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Gemma Vilagut
- Health Services Research Group, IMIM (Institut Hospital del Mar d'Investigacions Mèdiques), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Philippe Mortier
- Health Services Research Group, IMIM (Institut Hospital del Mar d'Investigacions Mèdiques), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | | | - Ana Isabel Cebrià
- Department of Mental Health, Corporació Sanitaria Parc Taulí, Sabadell, Spain; CIBER Salud Mental (CIBERSAM), Madrid, Spain
| | | | - Andrea Gabilondo
- BioDonostia Health Research Institute, Osakidetza, San Sebastián, Spain
| | - Margalida Gili
- Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISBA), Rediapp, University of Balearic Islands (UIB), Palma de Mallorca, Spain
| | | | | | - Miquel Roca
- Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISBA), Rediapp, University of Balearic Islands (UIB), Palma de Mallorca, Spain
| | | | - Maria Jesús Blasco
- Health Services Research Group, IMIM (Institut Hospital del Mar d'Investigacions Mèdiques), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Pere Castellví
- International University of Catalonia (UIC), Barcelona, Spain
| | | | - Ronny Bruffaerts
- Universitair Psychiatrisch Centrum (UPC-KUL), Center for Public Health Psychiatry, KULeuven, Leuven, Belgium
| | - Randy P Auerbach
- Department of Psychiatry, Columbia University, New York, United States
| | - Matthew K Nock
- Department of Psychology, Harvard University, Boston, MA, United States
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, United States
| | - Jordi Alonso
- Health Services Research Group, IMIM (Institut Hospital del Mar d'Investigacions Mèdiques), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Department of Medicine and Life Scienes, Universitat Pompeu Fabra, Barcelona, Spain.
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28
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Benjet C, Mortier P, Kiekens G, Ebert DD, Auerbach RP, Kessler RC, Cuijpers P, Green JG, Nock MK, Demyttenaere K, Albor Y, Bruffaerts R. A risk algorithm that predicts alcohol use disorders among college students. Eur Child Adolesc Psychiatry 2022; 31:1-11. [PMID: 33723648 PMCID: PMC9336831 DOI: 10.1007/s00787-020-01712-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 12/21/2020] [Indexed: 12/13/2022]
Abstract
The first year of college may carry especially high risk for onset of alcohol use disorders. We assessed the one-year incidence of alcohol use disorders (AUD) among incoming first-year students, predictors of AUD-incidence, prediction accuracy and population impact. A prospective cohort study of first-year college students (baseline: N = 5843; response rate = 51.8%; 1-year follow-up: n = 1959; conditional response rate = 41.6%) at a large university in Belgium was conducted. AUD were evaluated with the AUDIT and baseline predictors with the Composite International Diagnostic Interview Screening Scales (CIDI-SC). The one-year incidence of AUD was 3.9% (SE = 0.4). The most important individual-level baseline predictors of AUD incidence were being male (OR = 1.53; 95% CI = 1.12-2.10), a break-up with a romantic partner (OR = 1.67; 95% CI = 1.08-2.59), hazardous drinking (OR = 3.36; 95% CI = 1.31-8.63), and alcohol use characteristics at baseline (ORs between 1.29 and 1.38). Multivariate cross-validated prediction (cross-validated AUC = 0.887) shows that 55.5% of incident AUD cases occurred among the 10% of students at highest predicted risk (20.1% predicted incidence in this highest-risk subgroup). Four out of five students with incident AUD would hypothetically be preventable if baseline hazardous drinking was to be eliminated along with a reduction of one standard deviation in alcohol use characteristics scores, and another 15.0% would potentially be preventable if all 12-month stressful events were eliminated. Screening at college entrance is a promising strategy to identify students at risk of transitioning to more problematic drinking and AUD, thus improving the development and deployment of targeted preventive interventions.
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Affiliation(s)
- C Benjet
- Department of Epidemiology and Psychosocial Research, National Institute of Psychiatry Instituto Nacional de Psiquiatría Ramón de La Fuente Muñiz, Calzada México-Xochimilco 101, San Lornenzo Huipulco, CDMX, 14370, Mexico City, Mexico.
| | - P Mortier
- Health Services Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- CIBER Epidemiología Y Salud Pública (CIBERESP), Madrid, Spain
- Research Group Psychiatry, Department of Neurosciences, KU Leuven University, Leuven, Belgium
| | - G Kiekens
- Center for Public Health Psychiatry, KU Leuven, Leuven, Belgium
- School of Psychology, Curtin University, Perth, Australia
| | - D D Ebert
- Clinical Psychology and Psychotherapy, Department of Psychology, Friedrich-Alexander-UniversityErlangen-Nürnberg, Erlangen, Germany
| | - R P Auerbach
- Department of Psychiatry, Columbia University, New York, USA
| | - R C Kessler
- Department of Health Care Policy, Harvard Medical School, Harvard University, Boston, MA, USA
| | - P Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - J G Green
- Wheelock College of Education and Human Development, Boston University, Boston, MA, USA
| | - M K Nock
- Department of Psychology, Harvard University, Cambridge, MA, 0000-0001-6508-1145, USA
| | - K Demyttenaere
- Universitair Psychiatrisch Centrum, Public Health Psychiatry, KU Leuven, Leuven, Belgium
| | - Y Albor
- National Institute of Psychiatry Ramón de La Fuente Muñiz, Mexico City and Universidad Cuauhtémoc Plantel Aguascalientes, Aguascalientes, Mexico
| | - R Bruffaerts
- Universitair Psychiatrisch Centrum, Public Health Psychiatry, KU Leuven, Leuven, Belgium
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29
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Benjet C, Kessler RC, Kazdin AE, Cuijpers P, Albor Y, Carrasco Tapias N, Contreras-Ibáñez CC, Durán González MS, Gildea SM, González N, Guerrero López JB, Luedtke A, Medina-Mora ME, Palacios J, Richards D, Salamanca-Sanabria A, Sampson NA. Study protocol for pragmatic trials of Internet-delivered guided and unguided cognitive behavior therapy for treating depression and anxiety in university students of two Latin American countries: the Yo Puedo Sentirme Bien study. Trials 2022; 23:450. [PMID: 35658942 PMCID: PMC9164185 DOI: 10.1186/s13063-022-06255-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 03/29/2022] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Major depressive disorder (MDD) and generalized anxiety disorder (GAD) are highly prevalent among university students and predict impaired college performance and later life role functioning. Yet most students do not receive treatment, especially in low-middle-income countries (LMICs). We aim to evaluate the effects of expanding treatment using scalable and inexpensive Internet-delivered transdiagnostic cognitive behavioral therapy (iCBT) among college students with symptoms of MDD and/or GAD in two LMICs in Latin America (Colombia and Mexico) and to investigate the feasibility of creating a precision treatment rule (PTR) to predict for whom iCBT is most effective. METHODS We will first carry out a multi-site randomized pragmatic clinical trial (N = 1500) of students seeking treatment at student mental health clinics in participating universities or responding to an email offering services. Students on wait lists for clinic services will be randomized to unguided iCBT (33%), guided iCBT (33%), and treatment as usual (TAU) (33%). iCBT will be provided immediately whereas TAU will be whenever a clinic appointment is available. Short-term aggregate effects will be assessed at 90 days and longer-term effects 12 months after randomization. We will use ensemble machine learning to predict heterogeneity of treatment effects of unguided versus guided iCBT versus TAU and develop a precision treatment rule (PTR) to optimize individual student outcome. We will then conduct a second and third trial with separate samples (n = 500 per arm), but with unequal allocation across two arms: 25% will be assigned to the treatment determined to yield optimal outcomes based on the PTR developed in the first trial (PTR for optimal short-term outcomes for Trial 2 and 12-month outcomes for Trial 3), whereas the remaining 75% will be assigned with equal allocation across all three treatment arms. DISCUSSION By collecting comprehensive baseline characteristics to evaluate heterogeneity of treatment effects, we will provide valuable and innovative information to optimize treatment effects and guide university mental health treatment planning. Such an effort could have enormous public-health implications for the region by increasing the reach of treatment, decreasing unmet need and clinic wait times, and serving as a model of evidence-based intervention planning and implementation. TRIAL STATUS IRB Approval of Protocol Version 1.0; June 3, 2020. Recruitment began on March 1, 2021. Recruitment is tentatively scheduled to be completed on May 30, 2024. TRIAL REGISTRATION ClinicalTrials.gov NCT04780542 . First submission date: February 28, 2021.
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Affiliation(s)
- Corina Benjet
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City, Mexico.
| | - Ronald C Kessler
- Department of Health care Policy, Harvard Medical School, Boston, MA, USA
| | | | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Yesica Albor
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City, Mexico
| | | | | | | | - Sarah M Gildea
- Department of Health care Policy, Harvard Medical School, Boston, MA, USA
| | - Noé González
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz and School of Psychology, UNAM, Mexico City, Mexico
| | | | - Alex Luedtke
- Department of Statistics, University of Washington, Seattle, WA, USA
| | - Maria Elena Medina-Mora
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz and School of Psychology, UNAM, Mexico City, Mexico
| | - Jorge Palacios
- SilverCloud Health, Dublin, Ireland
- E-mental Health Group, School of Psychology, University of Dublin, Trinity College Dublin, Dublin, Ireland
| | - Derek Richards
- SilverCloud Health, Dublin, Ireland
- E-mental Health Group, School of Psychology, University of Dublin, Trinity College Dublin, Dublin, Ireland
| | - Alicia Salamanca-Sanabria
- Future Health Technologies Programme, Campus for Research Excellence and Technological Enterprise, Singapore-ETH Centre, Singapore, Singapore
| | - Nancy A Sampson
- Department of Health care Policy, Harvard Medical School, Boston, MA, USA
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30
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Naifeh JA, Ursano RJ, Stein MB, Mash HBH, Aliaga PA, Fullerton CS, Dinh HM, Kao TC, Sampson NA, Kessler RC. Association of Premilitary Mental Health With Suicide Attempts During US Army Service. JAMA Netw Open 2022; 5:e2214771. [PMID: 35687339 PMCID: PMC9187960 DOI: 10.1001/jamanetworkopen.2022.14771] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
IMPORTANCE Approximately one-third of US soldiers who attempt suicide have not received a mental health diagnosis (MH-Dx) before their suicide attempt (SA), yet little is known about risk factors for SA in those with no MH-Dx. OBJECTIVE To examine whether premilitary mental health is associated with medically documented SA among US Army soldiers who do not receive an MH-Dx before their SA. DESIGN, SETTING, AND PARTICIPANTS This cohort study used data from a representative survey of soldiers in the US Army entering basic combat training from April 1, 2011, to November 30, 2012, who were followed up via administrative records for the first 48 months of service. Analyses were conducted from April 5, 2021, to January 21, 2022. Regular Army enlisted soldiers (n = 21 772) recruited from 3 US Army installations during the first week of service who agreed to have their administrative records linked to their survey responses were included. EXPOSURES Preenlistment lifetime history of mental disorder, suicide ideation, SA, and nonsuicidal self-injury (NSSI) as reported during the baseline survey. Service-acquired MH-Dx and sociodemographic and service-related variables were identified using administrative records. MAIN OUTCOMES AND MEASURES Documented SAs were identified using administrative medical records. Using a discrete-time survival framework, linear splines examined the pattern of SA risk over the first 48 months of service. Logistic regression analysis examined associations of lifetime baseline survey variables with subsequent, medically documented SA among soldiers who did vs did not receive an MH-Dx during service. Models were adjusted for time in service and sociodemographic and service-related variables. RESULTS Of the 21 722 respondents (86.2% male, 20.4% Black, 61.8% White non-Hispanic), 253 made an SA in the first 48 months of service (male [75.4%]; Black [22.7%], White non-Hispanic [59.9%], or other race or ethnicity [17.4%]). Risk of SA peaked toward the end of the first year of service for both those who did and did not receive an MH-Dx during service. Of the 42.3% of individuals reporting at least 1 of the 4 baseline risk factors, 50.2% received an administrative MH-Dx during service vs 41.5% of those with none, and 1.6% had a documented SA vs 1.0% of those with none. Among individuals with no MH-Dx, medically documented SAs were associated with suicide ideation (odds ratio [OR], 2.2; 95% CI, 1.1-4.4), SA (OR, 11.3; 95% CI, 4.3-29.2), and NSSI (OR, 3.0; 95% CI, 1.3-6.8). For those who received an MH-Dx, medically documented SAs were associated with mental disorder (OR, 1.4; 95% CI, 1.0-1.9), SA (OR, 3.4; 95% CI, 2.1-5.6), and NSSI (OR, 1.8; 95% CI, 1.1-2.8). Interactions indicated the only explanatory variable that differed based on history of MH-Dx was preenlistment SA (χ21 = 4.7; P = .03), which had a larger OR among soldiers with no MH-Dx than among those with an MH-Dx. CONCLUSIONS AND RELEVANCE In this study, the period of greatest SA risk and baseline risk factors for SA were similar in soldiers with and without an MH-Dx. This finding suggests that knowledge of the time course and preenlistment mental health factors can equally aid in identifying SA risk in soldiers who do and do not receive an MH-Dx.
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Affiliation(s)
- James A. Naifeh
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc, Bethesda, Maryland
| | - Robert J. Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Murray B. Stein
- Department of Psychiatry, University of California San Diego, La Jolla
- Department of Family Medicine & Public Health, University of California San Diego, La Jolla
- VA San Diego Healthcare System, San Diego, California
| | - Holly B. Herberman Mash
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc, Bethesda, Maryland
| | - Pablo A. Aliaga
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc, Bethesda, Maryland
| | - Carol S. Fullerton
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Hieu M. Dinh
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc, Bethesda, Maryland
| | - Tzu-Cheg Kao
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Nancy A. Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
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Mak AD, Lee S, Sampson NA, Albor Y, Alonso J, Auerbach RP, Baumeister H, Benjet C, Bruffaerts R, Cuijpers P, Ebert DD, Gutierrez-Garcia RA, Hasking P, Lapsley C, Lochner C, Kessler RC. ADHD Comorbidity Structure and Impairment: Results of the WHO World Mental Health Surveys International College Student Project (WMH-ICS). J Atten Disord 2022; 26:1078-1096. [PMID: 34753324 PMCID: PMC9064996 DOI: 10.1177/10870547211057275] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
OBJECTIVE To examine the prevalence of ADHD and the association of comorbid disorders, and multivariate disorder classes with role impairment in college students. METHOD About 15,991 freshmen (24 colleges, 9 countries, WMH-ICS) (response rate = 45.6%) completed online WMH-CIDI-SC surveys for 6-month ADHD and six 12-month DSM-IV disorders. We examined multivariate disorder classes using latent class analysis (LCA) and simulated a population attributable risk proportions (PARPs) of ADHD-related impairment. RESULTS About 15.9% had ADHD, of which 58.4% had comorbidities. LCA classified ADHD respondents to pure (42.9%), internalizing (36.0%), bipolar comorbidities (11.3%), and externalizing disorder classes (9.8%). ADHD, comorbidities, and multivariate disorder classes independently predicted severe impairment. PARPs: eliminating ADHD hypothetically reduced severe impairment by 19.2%, 10.1% adjusted for comorbidities, 9.5% for multivariate disorder classes. CONCLUSIONS ADHD and comorbid disorders are common and impairing in college students. Personalized transdiagnostic interventions guided by multivariate disorder classes should be explored.
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Affiliation(s)
- Arthur D.P. Mak
- Department of Psychiatry, The Chinese University of Hong Kong, G/F Multicentre, Tai Po Hospital, Tai Po, Hong Kong SAR
| | - Sue Lee
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
| | - Nancy A. Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
| | - Yesica Albor
- Instituto Nacional de Psiquiatría Ramon de la Fuente Muñiz, Mexico City, Mexico
| | - Jordi Alonso
- Health Services Research Unit, IMIM-Hospital del Mar Medical Research Institute, Barcelona, Spain,CIBER en Epidemiología y Salud Pública (CIBERESP), Spain,Pompeu Fabra University (UPF), Barcelona, Spain
| | | | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, Ulm, Germany
| | - Corina Benjet
- Instituto Nacional de Psiquiatría Ramon de la Fuente Muñiz, Mexico City, Mexico
| | - Ronny Bruffaerts
- Universitair Psychiatrisch Centrum - Katholieke Universiteit Leuven (UPC-KUL), Campus Gasthuisberg, Leuven, Belgium
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - David D. Ebert
- Department for Sport and Health Sciences, Technical University Munich; Munich, Germany
| | - Raúl A. Gutierrez-Garcia
- Department of Social Sciences and Humanities, De La Salle Bajio University, Salamanca, Guanajuato, Mexico
| | - Penelope Hasking
- School of Population Health, Curtin University, Perth, WA, Australia
| | - Coral Lapsley
- Northern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute, Ulster University, Derry, United Kingdom
| | - Christine Lochner
- SA MRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry, Stellenbosch University, South Africa
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
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Abstract
AIMS Longitudinal data on the mental health impact of the coronavirus disease 2019 (Covid-19) pandemic in healthcare workers is limited. We estimated prevalence, incidence and persistence of probable mental disorders in a cohort of Spanish healthcare workers (Covid-19 waves 1 and 2) -and identified associated risk factors. METHODS 8996 healthcare workers evaluated on 5 May-7 September 2020 (baseline) were invited to a second web-based survey (October-December 2020). Major depressive disorder (PHQ-8 ≥ 10), generalised anxiety disorder (GAD-7 ≥ 10), panic attacks, post-traumatic stress disorder (PCL-5 ≥ 7), and alcohol use disorder (CAGE-AID ≥ 2) were assessed. Distal (pre-pandemic) and proximal (pandemic) risk factors were included. We estimated the incidence of probable mental disorders (among those without disorders at baseline) and persistence (among those with disorders at baseline). Logistic regression of individual-level [odds ratios (OR)] and population-level (population attributable risk proportions) associations were estimated, adjusting by all distal risk factors, health care centre and time of baseline interview. RESULTS 4809 healthcare workers participated at four months follow-up (cooperation rate = 65.7%; mean = 120 days s.d. = 22 days from baseline assessment). Follow-up prevalence of any disorder was 41.5%, (v. 45.4% at baseline, p < 0.001); incidence, 19.7% (s.e. = 1.6) and persistence, 67.7% (s.e. = 2.3). Proximal factors showing significant bivariate-adjusted associations with incidence included: work-related factors [prioritising Covid-19 patients (OR = 1.62)], stress factors [personal health-related stress (OR = 1.61)], interpersonal stress (OR = 1.53) and financial factors [significant income loss (OR = 1.37)]. Risk factors associated with persistence were largely similar. CONCLUSIONS Our study indicates that the prevalence of probable mental disorders among Spanish healthcare workers during the second wave of the Covid-19 pandemic was similarly high to that after the first wave. This was in good part due to the persistence of mental disorders detected at the baseline, but with a relevant incidence of about 1 in 5 of HCWs without mental disorders during the first wave of the Covid-19 pandemic. Health-related factors, work-related factors and interpersonal stress are important risks of persistence of mental disorders and of incidence of mental disorders. Adequately addressing these factors might have prevented a considerable amount of mental health impact of the pandemic among this vulnerable population. Addressing health-related stress, work-related factors and interpersonal stress might reduce the prevalence of these disorders substantially. Study registration number: NCT04556565.
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Psychological impact of the COVID-19 pandemic on primary care workers: a cross-sectional study. Br J Gen Pract 2022; 72:e501-e510. [PMID: 35440468 PMCID: PMC9037185 DOI: 10.3399/bjgp.2021.0691] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 02/28/2022] [Indexed: 11/24/2022] Open
Abstract
Background The COVID-19 pandemic has had a major impact on the mental health of healthcare workers, yet studies in primary care workers are scarce. Aim To investigate the prevalence of and associated factors for psychological distress in primary care workers during the first COVID-19 outbreak. Design and setting This was a multicentre, cross-sectional, web-based survey conducted in primary healthcare workers in Spain, between May and September 2020. Method Healthcare workers were invited to complete a survey to evaluate sociodemographic and work-related characteristics, COVID-19 infection status, exposure to patients with COVID-19, and resilience (using the Connor–Davidson Resilience Scale), in addition to being screened for common mental disorders (depression, anxiety disorders, post-traumatic stress disorder, panic attacks, and substance use disorder). Positive screening for any of these disorders was analysed globally using the term ‘any current mental disorder’. Results A total of 2928 primary care professionals participated in the survey. Of them, 43.7% (95% confidence interval [CI] = 41.9 to 45.4) tested positive for a current mental disorder. Female sex (odds ratio [OR] 1.61, 95% CI = 1.25 to 2.06), having previous mental disorders (OR 2.58, 95% CI = 2.15 to 3.10), greater occupational exposure to patients with COVID-19 (OR 2.63, 95% CI = 1.98 to 3.51), having children or dependents (OR 1.35, 95% CI = 1.04 to 1.76 and OR 1.59, 95% CI = 1.20 to 2.11, respectively), or having an administrative job (OR 2.24, 95% CI = 1.66 to 3.03) were associated with a higher risk of any current mental disorder. Personal resilience was shown to be a protective factor. Conclusion Almost half of primary care workers showed significant psychological distress. Strategies to support the mental health of primary care workers are necessary, including designing psychological support and resilience-building interventions based on risk factors identified.
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de Miquel C, Domènech-Abella J, Felez-Nobrega M, Cristóbal-Narváez P, Mortier P, Vilagut G, Alonso J, Olaya B, Haro JM. The Mental Health of Employees with Job Loss and Income Loss during the COVID-19 Pandemic: The Mediating Role of Perceived Financial Stress. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:3158. [PMID: 35328846 PMCID: PMC8950467 DOI: 10.3390/ijerph19063158] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 03/01/2022] [Accepted: 03/04/2022] [Indexed: 12/13/2022]
Abstract
The COVID-19 outbreak, which was followed by home confinement, is expected to have had profound negative impact on the mental health of people. Associated factors, such as losing jobs and income, can be expected to lead to an increased risk of suffering from psychopathological problems. Therefore, this study was aimed at researching the associations of job and income loss with mental health, as well as the possible mediating role of perceived financial stress during the COVID-19 outbreak. The sample included 2381 Spanish workers who were interviewed right after the first COVID-19 lockdown. Measures were taken for generalized anxiety disorder, panic attacks, depression, post-traumatic stress disorder, substance abuse, suicidal thoughts and behaviors, working conditions, sociodemographic variables, and perceived financial stress. Logistic regression models were calculated with psychological variables as outcomes, and with job loss and income loss as predictors. Mediation analyses were performed by adding the financial threat as a mediator. Nineteen point six percent and 33.9% of participants reported having lost their jobs and incomes due to the pandemic, respectively. Only income loss was related to a higher risk of suffering from depression and panic attacks. When adding financial stress as a mediator, the indirect effects of job and income loss on the mental health measures were found to be significant, therefore indicating mediation. These findings pinpoint the vulnerability of this population, and highlight the need for interventional and preventive programs targeting mental health in economic crisis scenarios, such as the current one. They also highlight the importance of implementing social and income policies during the COVID-19 pandemic to prevent mental health problems.
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Affiliation(s)
- Carlota de Miquel
- Research, Innovation and Teaching Unit, Parc Sanitari Sant Joan de Déu, 08830 Sant Boi de Llobregat, Spain; (C.d.M.); (J.D.-A.); (M.F.-N.); (P.C.-N.); (J.M.H.)
| | - Joan Domènech-Abella
- Research, Innovation and Teaching Unit, Parc Sanitari Sant Joan de Déu, 08830 Sant Boi de Llobregat, Spain; (C.d.M.); (J.D.-A.); (M.F.-N.); (P.C.-N.); (J.M.H.)
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), 28029 Madrid, Spain
| | - Mireia Felez-Nobrega
- Research, Innovation and Teaching Unit, Parc Sanitari Sant Joan de Déu, 08830 Sant Boi de Llobregat, Spain; (C.d.M.); (J.D.-A.); (M.F.-N.); (P.C.-N.); (J.M.H.)
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), 28029 Madrid, Spain
| | - Paula Cristóbal-Narváez
- Research, Innovation and Teaching Unit, Parc Sanitari Sant Joan de Déu, 08830 Sant Boi de Llobregat, Spain; (C.d.M.); (J.D.-A.); (M.F.-N.); (P.C.-N.); (J.M.H.)
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), 28029 Madrid, Spain
| | - Philippe Mortier
- Health Services Research Unit, Hospital del Mar Medical Research Institute (IMIM), 08003 Barcelona, Spain; (P.M.); (G.V.); (J.A.)
- CIBER Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
| | - Gemma Vilagut
- Health Services Research Unit, Hospital del Mar Medical Research Institute (IMIM), 08003 Barcelona, Spain; (P.M.); (G.V.); (J.A.)
- CIBER Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
| | - Jordi Alonso
- Health Services Research Unit, Hospital del Mar Medical Research Institute (IMIM), 08003 Barcelona, Spain; (P.M.); (G.V.); (J.A.)
- CIBER Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, 08003 Barcelona, Spain
| | - Beatriz Olaya
- Research, Innovation and Teaching Unit, Parc Sanitari Sant Joan de Déu, 08830 Sant Boi de Llobregat, Spain; (C.d.M.); (J.D.-A.); (M.F.-N.); (P.C.-N.); (J.M.H.)
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), 28029 Madrid, Spain
| | - Josep Maria Haro
- Research, Innovation and Teaching Unit, Parc Sanitari Sant Joan de Déu, 08830 Sant Boi de Llobregat, Spain; (C.d.M.); (J.D.-A.); (M.F.-N.); (P.C.-N.); (J.M.H.)
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), 28029 Madrid, Spain
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Wang J, Naifeh JA, Mash HBH, Morganstein JC, Fullerton CS, Cozza SJ, Stein MB, Ursano RJ. Parental suicide attempt and subsequent risk of pre-enlistment suicide attempt among male and female new soldiers in the U.S. Army. Suicide Life Threat Behav 2022; 52:59-68. [PMID: 34060122 DOI: 10.1111/sltb.12772] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 01/29/2021] [Accepted: 03/11/2021] [Indexed: 01/20/2023]
Abstract
OBJECTIVE Suicide and suicide attempts among U.S. Army soldiers are a significant concern for public health. This study examined the association of parental suicide attempt prior to age 13 of the soldier with subsequent risk of pre-enlistment suicide attempt. METHOD We conducted secondary analyses of survey data from new soldiers who participated in the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) (N = 38,396). A series of logistic regression analyses were conducted. RESULTS Of all new soldiers, 1.4% reported that they attempted suicide between age 13 and entering the Army, and 2.3% reported a parental suicide attempt prior to age 13. Parental suicide attempt was associated with increased odds of subsequent suicide attempt; however, this association was moderated by gender and was significant only among male soldiers. The association between parental suicide attempt and pre-enlistment suicide attempt among male soldiers was still significant after controlling for socio-demographic characteristics, soldier/parental psychopathology, and childhood adversities. CONCLUSIONS These results highlight parental suicide attempt as a unique pre-enlistment risk factor for suicide attempt, especially among male new soldiers. Further studies are needed to separate the genetic and environmental contributions to intra-familial risk for suicidal behavior.
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Affiliation(s)
- Jing Wang
- Center for the Study of Traumatic Stress (CSTS), Department of Psychiatry, Uniformed Services University of the Health Sciences (USUHS), Bethesda, MD, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - James A Naifeh
- Center for the Study of Traumatic Stress (CSTS), Department of Psychiatry, Uniformed Services University of the Health Sciences (USUHS), Bethesda, MD, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Holly B Herberman Mash
- Center for the Study of Traumatic Stress (CSTS), Department of Psychiatry, Uniformed Services University of the Health Sciences (USUHS), Bethesda, MD, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Joshua C Morganstein
- Center for the Study of Traumatic Stress (CSTS), Department of Psychiatry, Uniformed Services University of the Health Sciences (USUHS), Bethesda, MD, USA
| | - Carol S Fullerton
- Center for the Study of Traumatic Stress (CSTS), Department of Psychiatry, Uniformed Services University of the Health Sciences (USUHS), Bethesda, MD, USA
| | - Stephen J Cozza
- Center for the Study of Traumatic Stress (CSTS), Department of Psychiatry, Uniformed Services University of the Health Sciences (USUHS), Bethesda, MD, USA
| | - Murray B Stein
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA.,Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA.,VA San Diego Healthcare System, San Diego, CA, USA
| | - Robert J Ursano
- Center for the Study of Traumatic Stress (CSTS), Department of Psychiatry, Uniformed Services University of the Health Sciences (USUHS), Bethesda, MD, USA
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Wang J, Naifeh JA, Herberman Mash HB, Morganstein JC, Fullerton CS, Cozza SJ, Stein MB, Ursano RJ. Attachment Style and Risk of Suicide Attempt Among New Soldiers in the U.S. Army. Psychiatry 2022; 85:387-398. [PMID: 35511577 DOI: 10.1080/00332747.2022.2062661] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
OBJECTIVE Among U.S. Army soldiers suicide attempts (SAs) are a significant public health concern, particularly early in service. We examined the association of attachment style with SA and suicide ideation (SI) among U.S. Army soldiers. METHODS We analyzed survey data from new soldiers who participated in the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS). The sample consists of 38,507 soldiers entering Basic Combat Training (BCT) between April 2011 and November 2012. Attachment style (secure, preoccupied, fearful, and dismissing) was assessed using items from the Relationship Questionnaire. Lifetime (pre-enlistment) SA and SI were assessed with a modified Columbia Suicide Severity Rating Scale. Logistic regression analyses examined associations of attachment style with lifetime SA, SI, and attempts among ideators, after adjusting for socio-demographic characteristics. RESULTS The secure attachment style was associated with lower odds of SA (OR = 0.76, 95% CI = 0.63-0.92), whereas preoccupied (OR = 4.63, 95% CI = 3.83-5.61), fearful (OR = 4.08, 95% CI = 3.38-4.94), or dismissing (OR = 1.56, 95% CI = 1.24-1.96) attachment styles were associated with higher odds of SA. Similar results were found for SI. Importantly, both preoccupied (OR = 1.67, 95% CI = 1.37-2.04) and fearful (OR = 1.70, 95% CI = 1.38-2.08) attachment were associated with attempts among ideators. CONCLUSION These findings highlight the clinical importance of attachment style in predicting suicidal behavior and as possible targets for intervention. A critical next step is for prospective research to examine whether attachment style predicts future suicidal behavior.
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McLafferty M, Brown N, McHugh R, Ward C, Stevenson A, McBride L, Brady J, Bjourson AJ, O'Neill SM, Walsh CP, Murray EK. Depression, anxiety and suicidal behaviour among college students: Comparisons pre-COVID-19 and during the pandemic. PSYCHIATRY RESEARCH COMMUNICATIONS 2021; 1:100012. [PMID: 34977911 PMCID: PMC8574925 DOI: 10.1016/j.psycom.2021.100012] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 11/04/2021] [Indexed: 01/08/2023]
Abstract
Background Many students struggle with psychological problems during their college years. These problems may be even more apparent during the COVID-19 pandemic with the accompanying restrictions and transition to an online learning environment, but few longitudinal studies have been conducted to date. The aim of this study was to compare symptoms of depression, anxiety and suicidality prior to and during the pandemic, and identify stressors. Methods This study was conducted among students attending Ulster University, Northern Ireland (NI) and LYIT, Republic of Ireland (ROI), as part of the World Mental Health International College Student Initiative (WMH-ICS). Data was collected from first year students in September 2019. The completed response rate was 25.22% (NI) and 41.9% (ROI) in relation to the number of first-year students registered. A follow up study was conducted in Autumn 2020, with 884 students fully completing the online survey in both years, equating to just under half of those who completed initially. Results High levels of mental health problems were found in year 1, especially in the ROI. Levels of depression increased significantly in year 2, particularly among students in NI, however, levels of anxiety decreased. No significant variations were found for suicidal behaviour. Several stressors were revealed, including increased social isolation, and worrying about loved ones. Limitations The findings may not be generalised to other student populations. Conclusions This study reveals variation in symptoms of depression and anxiety since the onset of the pandemic. In particular, the large increase in students with depression is of concern.
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Affiliation(s)
- Margaret McLafferty
- Northern Ireland Centre for Stratified Medicine, School of Biomedical Sciences, Ulster University, C-TRIC, Altnagelvin Hospital, Derry, Londonderry, UK
| | - Natasha Brown
- Letterkenny Institute of Technology, Letterkenny, Co. Donegal, Ireland
| | - Rachel McHugh
- School of Psychology, Ulster University, Coleraine Campus, Coleraine, Co. Derry, UK
| | - Caoimhe Ward
- Northern Ireland Centre for Stratified Medicine, School of Biomedical Sciences, Ulster University, C-TRIC, Altnagelvin Hospital, Derry, Londonderry, UK
| | - Ailis Stevenson
- Northern Ireland Centre for Stratified Medicine, School of Biomedical Sciences, Ulster University, C-TRIC, Altnagelvin Hospital, Derry, Londonderry, UK
| | - Louise McBride
- Letterkenny Institute of Technology, Letterkenny, Co. Donegal, Ireland
| | - John Brady
- Western Health and Social Care Trust, Tyrone and Fermanagh Hospital, Omagh, Co. Tyrone, UK
| | - Anthony J Bjourson
- Northern Ireland Centre for Stratified Medicine, School of Biomedical Sciences, Ulster University, C-TRIC, Altnagelvin Hospital, Derry, Londonderry, UK
| | - Siobhan M O'Neill
- School of Psychology, Ulster University, Coleraine Campus, Coleraine, Co. Derry, UK
| | - Colum P Walsh
- Genomics Medicine Research Group, School of Biomedical Sciences, Ulster University, Coleraine Campus, Coleraine, Co. Derry, UK.,Centre for Research and Development, Region Gävleborg/Uppsala University, Gävle, Sweden
| | - Elaine K Murray
- Northern Ireland Centre for Stratified Medicine, School of Biomedical Sciences, Ulster University, C-TRIC, Altnagelvin Hospital, Derry, Londonderry, UK
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Stein MB, Jain S, Campbell-Sills L, Ware EB, Choi KW, He F, Ge T, Gelernter J, Smoller JW, Kessler RC, Ursano RJ. Polygenic risk for major depression is associated with lifetime suicide attempt in US soldiers independent of personal and parental history of major depression. Am J Med Genet B Neuropsychiatr Genet 2021; 186:469-475. [PMID: 34288400 PMCID: PMC8692314 DOI: 10.1002/ajmg.b.32868] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 06/16/2021] [Accepted: 06/25/2021] [Indexed: 11/12/2022]
Abstract
Suicide is a major public health problem. The contribution of common genetic variants for major depressive disorder (MDD) independent of personal and parental history of MDD has not been established. Polygenic risk score (using PRS-CS) for MDD was calculated for US Army soldiers of European ancestry. Associations between polygenic risk for MDD and lifetime suicide attempt (SA) were tested in models that also included parental or personal history of MDD. Models were adjusted for age, sex, tranche (where applicable), and 10 principal components reflecting ancestry. In the first cohort, 417 (6.3%) of 6,573 soldiers reported a lifetime history of SA. In a multivariable model that included personal [OR = 3.83, 95% CI:3.09-4.75] and parental history of MDD [OR = 1.43, 95% CI:1.13-1.82 for one parent and OR = 1.64, 95% CI:1.20-2.26 for both parents), MDD PRS was significantly associated with SA (OR = 1.22 [95% CI:1.10-1.36]). In the second cohort, 204 (4.2%) of 4,900 soldiers reported a lifetime history of SA. In a multivariable model that included personal [OR = 3.82, 95% CI:2.77-5.26] and parental history of MDD [OR = 1.42, 95% CI:0.996-2.03 for one parent and OR = 2.21, 95% CI:1.33-3.69 for both parents) MDD PRS continued to be associated (at p = .0601) with SA (OR = 1.15 [95% CI:0.994-1.33]). A soldier's PRS for MDD conveys information about likelihood of a lifetime SA beyond that conveyed by two predictors readily obtainable by interview: personal or parental history of MDD. Results remain to be extended to prospective prediction of incident SA. These findings portend a role for PRS in risk stratification for suicide attempts.
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Affiliation(s)
- Murray B. Stein
- Department of Psychiatry, University of California, San Diego, La Jolla, CA
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA
| | - Sonia Jain
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA
| | | | - Erin B. Ware
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Karmel W. Choi
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA USA
| | - Feng He
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA
| | - Tian Ge
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA USA
| | - Joel Gelernter
- Departments of Psychiatry, Genetics, and Neuroscience, Yale University School of Medicine, New Haven, CT, USA
| | - Jordan W Smoller
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA USA
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Robert J. Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
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Khan AJ, Campbell-Sills L, Sun X, Kessler RC, Adler AB, Jain S, Ursano RJ, Stein MB. Association Between Responsibility for the Death of Others and Postdeployment Mental Health and Functioning in US Soldiers. JAMA Netw Open 2021; 4:e2130810. [PMID: 34724553 PMCID: PMC8561325 DOI: 10.1001/jamanetworkopen.2021.30810] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Rates of suicidal thoughts and behaviors (STBs) in US soldiers have increased sharply since the terrorist attacks on September 11, 2001, and postdeployment posttraumatic stress disorder (PTSD) remains a concern. Studies show that soldiers with greater combat exposure are at an increased risk for adverse mental health outcomes, but little research has been conducted on the specific exposure of responsibility for the death of others. OBJECTIVE To examine the association between responsibility for the death of others in combat and mental health outcomes among active-duty US Army personnel at 2 to 3 months and 8 to 9 months postdeployment. DESIGN, SETTING, AND PARTICIPANTS This cohort study obtained data from a prospective 4-wave survey study of 3 US Army brigade combat teams that deployed to Afghanistan in 2012. The sample was restricted to soldiers with data at all 4 waves (1-2 months predeployment, and 2-3 weeks, 2-3 months, and 8-9 months postdeployment). Data analysis was performed from December 12, 2020, to April 23, 2021. MAIN OUTCOMES AND MEASURES Primary outcomes were past-30-day PTSD, major depressive episode, STBs, and functional impairment at 2 to 3 vs 8 to 9 months postdeployment. Combat exposures were assessed using a combat stress scale. The association of responsibility for the death of others during combat was tested using separate multivariable logistic regression models per outcome adjusted for age, sex, race and ethnicity, marital status, brigade combat team, predeployment lifetime internalizing and externalizing disorders, and combat stress severity. RESULTS A total of 4645 US soldiers (mean [SD] age, 26.27 [6.07] years; 4358 men [94.0%]) were included in this study. After returning from Afghanistan, 22.8% of soldiers (n = 1057) reported responsibility for the death of others in combat. This responsibility was not associated with any outcome at 2 to 3 months postdeployment (PTSD odds ratio [OR]: 1.23 [95% CI, 0.93-1.63]; P = .14; STB OR: 1.19 [95% CI, 0.84-1.68]; P = .33; major depressive episode OR: 1.03 [95% CI, 0.73-1.45]; P = .87; and functional impairment OR: 1.12 [95% CI, 0.94-1.34]; P = .19). However, responsibility was associated with increased risk for PTSD (OR, 1.42; 95% CI, 1.09-1.86; P = .01) and STBs (OR, 1.55; 95% CI, 1.03-2.33; P = .04) at 8 to 9 months postdeployment. Responsibility was not associated with major depressive episode (OR, 1.30; 95% CI, 0.93-1.81; P = .13) or functional impairment (OR, 1.13; 95% CI, 0.94-1.36; P = .19). When examining enemy combatant death only, the pattern of results was unchanged for PTSD (OR, 1.44; 95 CI%, 1.10-1.90; P = .009) and attenuated for STBs (OR, 1.46; 95 CI%, 0.97- 2.20; P = .07). CONCLUSIONS AND RELEVANCE This cohort study found an association between being responsible for the death of others in combat and PTSD and STB at 8 to 9 months, but not 2 to 3 months, postdeployment in active-duty soldiers. The results suggest that delivering early intervention to those who report such responsibility may mitigate the subsequent occurrence of PTSD and STBs.
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Affiliation(s)
- Amanda J. Khan
- Department of Psychiatry, University of California San Diego, La Jolla
| | | | - Xiaoying Sun
- Herbert Wertheim School of Public Health, University of California San Diego, La Jolla
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Amy B. Adler
- Walter Reed Army Institute of Research, Silver Spring, Maryland
| | - Sonia Jain
- Herbert Wertheim School of Public Health, University of California San Diego, La Jolla
| | - Robert J. Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Murray B. Stein
- Department of Psychiatry, University of California San Diego, La Jolla
- Herbert Wertheim School of Public Health, University of California San Diego, La Jolla
- Psychiatry Service, Veterans Affairs San Diego Healthcare System, San Diego, California
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Dempsey CL, Benedek DM, Nock MK, Zuromski KL, Brent DA, Ao J, Aliaga PA, Heeringa SG, Kessler RC, Stein MB, Ursano RJ. Social closeness and support are associated with lower risk of suicide among U.S. Army soldiers. Suicide Life Threat Behav 2021; 51:940-954. [PMID: 34196966 PMCID: PMC10615249 DOI: 10.1111/sltb.12778] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 03/18/2021] [Accepted: 04/08/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVE We tested the aspects of social support, unit cohesion, and religiosity hypothesized to be protective factors for suicide among U.S. service members. METHODS This case-control study compared U.S. Army soldiers who died by suicide while on active duty (n = 135) to controls of two types: those propensity score-matched on known sociodemographic risk factors (n = 128); and those controls who had thought about, but not died by, suicide in the past year (n = 108). Data included structured interviews of next of kin (NOK) and Army supervisors (SUP) for each case and control soldier. Logistic regression analyses were used to examine predictors of suicide. RESULTS Perceived social closeness and seeking help from others were associated with decreased odds of suicide, as reported by SUP (OR = 0.2 [95% CI = 0.1, 0.5]) and NOK (OR = 0.4 [95% CI = 0.2, 0.8]). Novel reports by SUP informants of high levels of unit cohesion/morale decreased odds of suicide (OR = 0.1 [95% CI = 0.0, 0.2]). Contrary to study hypotheses, no religious affiliation was associated with lower odds of suicide (OR = 0.3 [95% CI = 0.2, 0.6]). CONCLUSIONS Perceived social closeness and unit/group cohesion are associated with lower odds of suicide. These results point toward social intervention strategies as testable components of suicide prevention programs.
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Affiliation(s)
- Catherine L Dempsey
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - David M Benedek
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD, USA
| | - Matthew K Nock
- Department of Psychology, Harvard University, Cambridge, MA, USA
| | - Kelly L Zuromski
- Department of Psychology, Harvard University, Cambridge, MA, USA
| | - David A Brent
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jingning Ao
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Pablo A Aliaga
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Steven G Heeringa
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Cambridge, MA, USA
| | - Murray B Stein
- Department of Psychiatry and Family Medicine & Public Health, University of California San Diego, La Jolla, CA, USA
- VA San Diego Health Care System, San Diego, CA, USA
| | - Robert J Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD, USA
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Bossarte RM, Ziobrowski HN, Benedek DM, Dempsey CL, King AJ, Nock MK, Sampson NA, Stein MB, Ursano RJ, Kessler RC. Mental Disorders, Gun Ownership, and Gun Carrying Among Soldiers After Leaving the Army, 2016-2019. Am J Public Health 2021; 111:1855-1864. [PMID: 34623878 PMCID: PMC8561191 DOI: 10.2105/ajph.2021.306420] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/21/2021] [Indexed: 11/04/2022]
Abstract
Objectives. To examine associations of current mental and substance use disorders with self-reported gun ownership and carrying among recently separated US Army soldiers. Veterans have high rates of both gun ownership and mental disorders, the conjunction of which might contribute to the high suicide rate in this group. Methods. Cross-sectional survey data were collected in 2018-2019 from 5682 recently separated personnel who took part in the Army Study to Assess Risk and Resilience in Servicemembers. Validated measures assessed recent mood, anxiety, substance use, and externalizing disorders. Logistic regression models examined associations of sociodemographic characteristics, service characteristics, and mental disorders with gun ownership and carrying. Results. Of the participants, 50% reported gun ownership. About half of owners reported carrying some or most of the time. Mental disorders were not associated significantly with gun ownership. However, among gun owners, major depressive disorder, panic disorder, posttraumatic stress disorder, and intermittent explosive disorder were associated with significantly elevated odds of carrying at least some of the time. Conclusions. Mental disorders are not associated with gun ownership among recently separated Army personnel, but some mental disorders are associated with carrying among gun owners. (Am J Public Health. 2021;111(10):1855-1864. https://doi.org/10.2105/AJPH.2021.306420).
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Affiliation(s)
- Robert M Bossarte
- Robert M. Bossarte is with the Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown. Hannah N. Ziobrowski, Andrew J. King, Nancy A. Sampson, and Ronald C. Kessler are with the Department of Health Care Policy, Harvard Medical School, Boston, MA. David M. Benedek, Catherine L. Dempsey, and Robert J. Ursano are with the Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD. Matthew K. Nock is with the Department of Psychology, Harvard University, Cambridge, MA. Murray B. Stein is with the Department of Psychiatry, University of California, San Diego, School of Medicine, La Jolla
| | - Hannah N Ziobrowski
- Robert M. Bossarte is with the Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown. Hannah N. Ziobrowski, Andrew J. King, Nancy A. Sampson, and Ronald C. Kessler are with the Department of Health Care Policy, Harvard Medical School, Boston, MA. David M. Benedek, Catherine L. Dempsey, and Robert J. Ursano are with the Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD. Matthew K. Nock is with the Department of Psychology, Harvard University, Cambridge, MA. Murray B. Stein is with the Department of Psychiatry, University of California, San Diego, School of Medicine, La Jolla
| | - David M Benedek
- Robert M. Bossarte is with the Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown. Hannah N. Ziobrowski, Andrew J. King, Nancy A. Sampson, and Ronald C. Kessler are with the Department of Health Care Policy, Harvard Medical School, Boston, MA. David M. Benedek, Catherine L. Dempsey, and Robert J. Ursano are with the Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD. Matthew K. Nock is with the Department of Psychology, Harvard University, Cambridge, MA. Murray B. Stein is with the Department of Psychiatry, University of California, San Diego, School of Medicine, La Jolla
| | - Catherine L Dempsey
- Robert M. Bossarte is with the Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown. Hannah N. Ziobrowski, Andrew J. King, Nancy A. Sampson, and Ronald C. Kessler are with the Department of Health Care Policy, Harvard Medical School, Boston, MA. David M. Benedek, Catherine L. Dempsey, and Robert J. Ursano are with the Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD. Matthew K. Nock is with the Department of Psychology, Harvard University, Cambridge, MA. Murray B. Stein is with the Department of Psychiatry, University of California, San Diego, School of Medicine, La Jolla
| | - Andrew J King
- Robert M. Bossarte is with the Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown. Hannah N. Ziobrowski, Andrew J. King, Nancy A. Sampson, and Ronald C. Kessler are with the Department of Health Care Policy, Harvard Medical School, Boston, MA. David M. Benedek, Catherine L. Dempsey, and Robert J. Ursano are with the Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD. Matthew K. Nock is with the Department of Psychology, Harvard University, Cambridge, MA. Murray B. Stein is with the Department of Psychiatry, University of California, San Diego, School of Medicine, La Jolla
| | - Matthew K Nock
- Robert M. Bossarte is with the Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown. Hannah N. Ziobrowski, Andrew J. King, Nancy A. Sampson, and Ronald C. Kessler are with the Department of Health Care Policy, Harvard Medical School, Boston, MA. David M. Benedek, Catherine L. Dempsey, and Robert J. Ursano are with the Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD. Matthew K. Nock is with the Department of Psychology, Harvard University, Cambridge, MA. Murray B. Stein is with the Department of Psychiatry, University of California, San Diego, School of Medicine, La Jolla
| | - Nancy A Sampson
- Robert M. Bossarte is with the Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown. Hannah N. Ziobrowski, Andrew J. King, Nancy A. Sampson, and Ronald C. Kessler are with the Department of Health Care Policy, Harvard Medical School, Boston, MA. David M. Benedek, Catherine L. Dempsey, and Robert J. Ursano are with the Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD. Matthew K. Nock is with the Department of Psychology, Harvard University, Cambridge, MA. Murray B. Stein is with the Department of Psychiatry, University of California, San Diego, School of Medicine, La Jolla
| | - Murray B Stein
- Robert M. Bossarte is with the Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown. Hannah N. Ziobrowski, Andrew J. King, Nancy A. Sampson, and Ronald C. Kessler are with the Department of Health Care Policy, Harvard Medical School, Boston, MA. David M. Benedek, Catherine L. Dempsey, and Robert J. Ursano are with the Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD. Matthew K. Nock is with the Department of Psychology, Harvard University, Cambridge, MA. Murray B. Stein is with the Department of Psychiatry, University of California, San Diego, School of Medicine, La Jolla
| | - Robert J Ursano
- Robert M. Bossarte is with the Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown. Hannah N. Ziobrowski, Andrew J. King, Nancy A. Sampson, and Ronald C. Kessler are with the Department of Health Care Policy, Harvard Medical School, Boston, MA. David M. Benedek, Catherine L. Dempsey, and Robert J. Ursano are with the Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD. Matthew K. Nock is with the Department of Psychology, Harvard University, Cambridge, MA. Murray B. Stein is with the Department of Psychiatry, University of California, San Diego, School of Medicine, La Jolla
| | - Ronald C Kessler
- Robert M. Bossarte is with the Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown. Hannah N. Ziobrowski, Andrew J. King, Nancy A. Sampson, and Ronald C. Kessler are with the Department of Health Care Policy, Harvard Medical School, Boston, MA. David M. Benedek, Catherine L. Dempsey, and Robert J. Ursano are with the Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University, Bethesda, MD. Matthew K. Nock is with the Department of Psychology, Harvard University, Cambridge, MA. Murray B. Stein is with the Department of Psychiatry, University of California, San Diego, School of Medicine, La Jolla
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Cuijpers P, Smit F, Aalten P, Batelaan N, Klein A, Salemink E, Spinhoven P, Struijs S, Vonk P, Wiers RW, de Wit L, Gentili C, Ebert DD, Bruffaerts R, Kessler RC, Karyotaki E. The Associations of Common Psychological Problems With Mental Disorders Among College Students. Front Psychiatry 2021; 12:573637. [PMID: 34646167 PMCID: PMC8502858 DOI: 10.3389/fpsyt.2021.573637] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Accepted: 08/27/2021] [Indexed: 11/29/2022] Open
Abstract
Psychological problems like procrastination, perfectionism, low self-esteem, test anxiety and stress are common among college students. There are evidence-based interventions available for these problems that not only have direct effects on these problems, but also indirect effects on mental disorders such as depression and anxiety disorders. Targeting these psychological problems may offer new opportunities to prevent and treat mental disorders in a way that is less stigmatizing to students. In this study we examined the association of five psychological problems with five common mental disorders (panic, generalized anxiety, bipolar, major depressive, and substance use disorder) in a sample of 2,449 students from two Dutch universities. Psychological problems were measured with one item for each problem and mental disorders were measured with the Composite International Diagnostic Interview Screening Scales. Associations were examined with Poisson regression models as relative risks (RR) of the disorders as a function of the psychological problems. The population attributable fraction (PAF) indicates by what percentage the prevalence of the mental disorder would be reduced if the psychological problem was addressed successfully by an intervention. Especially generalized anxiety disorder was strongly associated with psychological problems (strong associations with stress and low self-esteem and moderately with test anxiety). The group with three or more psychological problems had a strongly increased risk for generalized anxiety (RR = 11.25; 95% CI: 7.51-16.85), and a moderately increase risk for major depression (RR = 3.22; 95% CI: 2.63-3.95), panic disorder (RR = 3.19; 95% CI: 1.96-5.20) and bipolar disorder (RR = 3.66; 95% CI: 2.40-5.58). The PAFs for having any of the psychological problems (one or more) were considerable, especially for generalized anxiety (60.8%), but also for panic disorder (35.1%), bipolar disorder (30.6%) and major depression (34.0%). We conclude that common psychological problems are associated with mental disorders and with each other. After adjustment, psychological problems are associated with different patterns of mental disorders. If the impact of the psychological problems could be taken away, the prevalence of several mental disorders would be reduced considerably. The psychological problems may provide a promising target to indirectly prevent and intervene in psychopathology in hard to reach college students with mental disorders.
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Affiliation(s)
- Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Filip Smit
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
- Trimbos Institute (Netherlands Institute of Mental Health and Addiction), Utrecht, Netherlands
| | - Pauline Aalten
- UM Student Desk, Student Services Center, Maastricht University, Maastricht, Netherlands
| | - Neeltje Batelaan
- Department of Psychiatry, Amsterdam UMC Location VUmc, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Anke Klein
- Department of Developmental Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Elske Salemink
- Department of Clinical Psychology, Utrecht University, Utrecht, Netherlands
| | - Philip Spinhoven
- Department of Psychiatry, Leiden University Medical Center, Institute of Psychology, Leiden University, Leiden, Netherlands
| | - Sascha Struijs
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
- Department of Psychiatry, Leiden University Medical Center, Institute of Psychology, Leiden University, Leiden, Netherlands
| | - Peter Vonk
- Department of Research, Development and Prevention, Student Health Service, University of Amsterdam, Amsterdam, Netherlands
| | - Reinout W. Wiers
- Department of Developmental Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Leonore de Wit
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Claudio Gentili
- Department of General Psychology, University of Padova, Padua, Italy
| | - David Daniel Ebert
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | | | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, United States
| | - Eirini Karyotaki
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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Braun L, Titzler I, Terhorst Y, Freund J, Thielecke J, Ebert DD, Baumeister H. Are guided internet-based interventions for the indicated prevention of depression in green professions effective in the long run? Longitudinal analysis of the 6- and 12-month follow-up of a pragmatic randomized controlled trial (PROD-A). Internet Interv 2021; 26:100455. [PMID: 34900605 PMCID: PMC8640872 DOI: 10.1016/j.invent.2021.100455] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 09/03/2021] [Accepted: 09/09/2021] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE Evidence of long-term stability for positive mental health effects of internet-based interventions (IBIs) for depression prevention is still scarce. We evaluate long-term effectiveness of a depression prevention program in green professions (i.e. agriculture, horticulture, forestry). METHODS This pragmatic RCT (n = 360) compares a tailored IBI program to enhanced treatment as usual (TAU+) in green professions with at least subthreshold depression (PHQ ≥ 5). Intervention group (IG) received one of six IBIs shown previously to efficaciously reduce depressive symptoms. We report 6- and 12-month follow-up measures for depression, mental health and intervention-related outcomes. Intention-to-treat and per-protocol regression analyses were conducted for each measurement point and complemented by latent growth modeling. RESULTS After 6 months, depression severity (β = -0.30, 95%-CI: -0.52; -0.07), insomnia (β = -0.22, 95%-CI: -0.41; -0.02), pain-associated disability (β = -0.26, 95%-CI: -0.48; -0.04) and quality of life (β = 0.29, 95%-CI: 0.13; 0.45) in IG were superior to TAU+. Onset of possible depression was not reduced. After 12 months, no intervention effects were found. Longitudinal modeling confirmed group effects attenuating over 12 months for most outcomes. After 12 months, 55.56% of IG had completed at least 80% of their IBI. CONCLUSIONS Stability of intervention effects along with intervention adherence was restricted. Measures enhancing long-term effectiveness of IBIs for depression health promotion are indicated in green professions. TRIAL REGISTRATION German Clinical Trial Registration: DRKS00014000. Registered: 09 April 2018.
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Affiliation(s)
- Lina Braun
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, Ulm, Germany,Corresponding author at: Ulm University, Institute of Psychology and Education, Department of Clinical Psychology and Psychotherapy, 89081 Ulm, Germany.
| | - Ingrid Titzler
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Friedrich-Alexander-University of Erlangen-Nürnberg, Erlangen, Germany,GET.ON Institute, Berlin, Germany
| | - Yannik Terhorst
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, Ulm, Germany,Department of Research Methods, Institute of Psychology and Education, Ulm University, Germany
| | - Johanna Freund
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Friedrich-Alexander-University of Erlangen-Nürnberg, Erlangen, Germany
| | - Janika Thielecke
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Friedrich-Alexander-University of Erlangen-Nürnberg, Erlangen, Germany
| | - David Daniel Ebert
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Friedrich-Alexander-University of Erlangen-Nürnberg, Erlangen, Germany,GET.ON Institute, Berlin, Germany,Faculty TUM Department of Sport and Health Sciences, TU Munich, Munich, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, Ulm, Germany
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Smith DM, Meruelo A, Campbell-Sills L, Sun X, Kessler RC, Ursano RJ, Jain S, Stein MB. Pre-enlistment Anger Attacks and Postenlistment Mental Disorders and Suicidality Among US Army Soldiers. JAMA Netw Open 2021; 4:e2126626. [PMID: 34570207 PMCID: PMC8477262 DOI: 10.1001/jamanetworkopen.2021.26626] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
IMPORTANCE Anger is linked to adverse outcomes in military populations; however, whether pre-enlistment anger attacks are associated with postenlistment mental disorders and suicidality is unknown. OBJECTIVE To explore the associations of pre-enlistment anger attacks with postenlistment mental health. DESIGN, SETTING, AND PARTICIPANTS In this observational cohort study, the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) New Soldier Study (NSS) surveyed soldiers entering basic training from April 2011 to November 2012, with a subsample recruited for wave 1 of the STARRS Longitudinal Study (STARRS-LS) (conducted September 2016 to April 2018). Participants were recruited from 3 US Army installations for the NSS survey. Those who were subsequently contacted for STARRS-LS completed the follow-up survey via web or telephone. Prospective analyses were based on a weighted NSS subsample included in wave 1 of STARRS-LS. Data were analyzed from May 22, 2020, to March 17, 2021. EXPOSURES History of anger attacks at baseline (NSS). Survey responses were used to classify new soldiers as having nonimpairing anger attacks (>2 attacks without interference in work or personal life), impairing anger attacks (>2 attacks with interference in work or personal life), or no significant history of anger attacks. MAIN OUTCOMES AND MEASURES Baseline analyses examined sociodemographic and clinical correlates of a history of anger attacks. Prospective logistic regression models estimated associations of baseline history of anger attacks with new onset and persistence of posttraumatic stress disorder, major depressive disorder (MDD), generalized anxiety disorder (GAD), panic disorder, mania/hypomania, substance use disorder, suicidal ideation, and suicide attempt at wave 1 of STARRS-LS. RESULTS Of the 38 507 baseline participants (83.0% male and 17.0% female; mean [SD] age, 20.97 [3.57] years), 6216 were selected for and completed wave 1 of the STARRS-LS. Baseline prevalence (SE) of nonimpairing and impairing anger attacks was 8.83% (0.16%) and 5.75% (0.15%), respectively. Prospective models showed that impairing anger attacks were associated with new onset of MDD (adjusted odds ratio [AOR], 1.98; 95% CI, 1.31-2.99), GAD (AOR, 2.39; 95% CI, 1.66-3.45), panic disorder (AOR, 2.02; 95% CI, 1.34-3.05), and suicidal ideation (AOR, 2.11; 95% CI, 1.45-3.07). When baseline psychiatric comorbidity was controlled for, impairing attacks remained associated with onset of GAD (AOR, 1.75; 95% CI, 1.19-2.58) and suicidal ideation (AOR, 1.62; 95% CI, 1.09-2.42). Anger attacks were not significantly associated with persistence of pre-enlistment mental disorders. CONCLUSIONS AND RELEVANCE The findings of this study suggest that a pre-enlistment history of impairing anger attacks may be associated with elevated risk of developing GAD, MDD, and suicidality after enlistment. Detection of impairing anger attacks could aid in assessing psychiatric risk in new soldiers.
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Affiliation(s)
- Diana M. Smith
- Department of Psychiatry, University of California, San Diego, La Jolla
| | - Alejandro Meruelo
- Department of Psychiatry, University of California, San Diego, La Jolla
| | | | - Xiaoying Sun
- Biostatistics Research Center, Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Robert J. Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Sonia Jain
- Biostatistics Research Center, Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla
| | - Murray B. Stein
- Department of Psychiatry, University of California, San Diego, La Jolla
- Psychiatry Service, Veterans Affairs San Diego Healthcare System, San Diego, California
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla
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Campbell-Sills L, Stein MB, Liu H, Agtarap S, Heeringa SG, Nock MK, Ursano RJ, Kessler RC. Associations of Lifetime Traumatic Brain Injury Characteristics With Prospective Suicide Attempt Among Deployed US Army Soldiers. J Head Trauma Rehabil 2021; 35:14-26. [PMID: 31306300 PMCID: PMC6940544 DOI: 10.1097/htr.0000000000000516] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
OBJECTIVE To estimate associations of lifetime traumatic brain injury (TBI) characteristics with prospective suicide attempt among US Army soldiers. METHOD The Army STARRS (Study to Assess Risk and Resilience in Servicemembers) Pre/Post Deployment Study surveyed 3 Brigade Combat Teams that were deployed to Afghanistan in 2012. Lifetime TBI and past-month postconcussive/post-TBI symptoms were evaluated at predeployment baseline. Recency and number of TBIs were quantified, and TBI severity was classified on the basis of reports of alteration/loss of consciousness and memory lapse. Suicide attempt data came from administrative records and surveys administered after return from deployment. Logistic regression models estimated associations of TBI characteristics with prospective suicide attempt among baseline respondents who were deployed (n = 7677), adjusting for other risk factors including lifetime mental disorder. RESULTS One hundred three soldiers made a suicide attempt over a median follow-up period of 30 months (weighted prevalence = 1.31% [0.14%]). In the final model estimating joint associations of TBI severity/recency and past-month postconcussive/post-TBI symptoms, only postconcussive/post-TBI symptoms were associated with a higher risk of suicide attempt (per standard score increase: AOR [adjusted odds ratio] = 1.31; 95% CI, 1.05-1.63; P = .012). CONCLUSIONS Among the lifetime TBI characteristics evaluated at predeployment baseline, only past-month postconcussive/post-TBI symptoms were prospectively associated with an increased risk of suicide attempt following deployment. Detection of postconcussive/post-TBI symptoms could facilitate targeting of Army suicide prevention programs.
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Affiliation(s)
| | - Murray B. Stein
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA
- VA San Diego Healthcare System, San Diego, CA, USA
| | - Howard Liu
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Stephanie Agtarap
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Steven G. Heeringa
- University of Michigan, Institute for Social Research, Ann Arbor, MI, USA
| | - Matthew K. Nock
- Department of Psychology, Harvard University, Cambridge, MA, USA
| | - Robert J. Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
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The Association of Lifetime and Deployment-Acquired Traumatic Brain Injury With Postdeployment Binge and Heavy Drinking. J Head Trauma Rehabil 2021; 35:27-36. [PMID: 31365436 DOI: 10.1097/htr.0000000000000508] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To investigate associations of lifetime traumatic brain injury (LT-TBI) prior to an index deployment, and/or deployment-acquired TBI (DA-TBI), with postdeployment binge and heavy drinking. SETTING Soldiers from 3 Brigade Combat Teams deployed to Afghanistan in 2012. PARTICIPANTS A total of 4645 soldiers who participated in the Army STARRS Pre/Post Deployment Study and completed 4 assessments: T0 (1-2 months predeployment), T1 (upon return to United States), T2 (3 months postdeployment), and T3 (9 months postdeployment). DESIGN Prospective, longitudinal study controlling for baseline binge drinking. MAIN MEASURES Self-reported past month binge drinking (5+ alcoholic beverages on the same day) and past month heavy drinking (binge drinking at least weekly) at T2 and T3. RESULTS In total, 34.3% screened positive for LT-TBI, and 19.2% screened positive for DA-TBI. At T2 only, LT-TBI, but not DA-TBI, was associated with increased odds of binge drinking (adjusted odds ratio [AOR] = 1.39, 95% confidence interval [CI]: 1.20-1.60, P < .001) and heavy drinking (AOR = 1.28, 95% CI: 1.09-1.49, P = .007). Among the subgroup with LT-TBI, also having DA-TBI was associated with increased risk of heavy drinking at T3 (AOR = 1.42, 95% CI: 1.03-1.95, P = .047). CONCLUSION Routine screening for LT-TBI may help target efforts to prevent alcohol misuse among military members.
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Alonso J, Vilagut G, Mortier P, Ferrer M, Alayo I, Aragón-Peña A, Aragonès E, Campos M, Cura-González ID, Emparanza JI, Espuga M, Forjaz MJ, González-Pinto A, Haro JM, López-Fresneña N, Salázar ADMD, Molina JD, Ortí-Lucas RM, Parellada M, Pelayo-Terán JM, Pérez-Zapata A, Pijoan JI, Plana N, Puig MT, Rius C, Rodríguez-Blázquez C, Sanz F, Serra C, Kessler RC, Bruffaerts R, Vieta E, Pérez-Solà V. Mental health impact of the first wave of COVID-19 pandemic on Spanish healthcare workers: A large cross-sectional survey. REVISTA DE PSIQUIATRIA Y SALUD MENTAL 2021; 14:90-105. [PMID: 34127211 PMCID: PMC10068024 DOI: 10.1016/j.rpsmen.2021.05.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 12/02/2020] [Indexed: 02/05/2023]
Abstract
INTRODUCTION Healthcare workers are vulnerable to adverse mental health impacts of the COVID-19 pandemic. We assessed prevalence of mental disorders and associated factors during the first wave of the pandemic among healthcare professionals in Spain. METHODS All workers in 18 healthcare institutions (6 AACC) in Spain were invited to web-based surveys assessing individual characteristics, COVID-19 infection status and exposure, and mental health status (May 5 - September 7, 2020). We report: probable current mental disorders (Major Depressive Disorder-MDD- [PHQ-8≥10], Generalized Anxiety Disorder-GAD- [GAD-7≥10], Panic attacks, Posttraumatic Stress Disorder -PTSD- [PCL-5≥7]; and Substance Use Disorder -SUD-[CAGE-AID≥2]. Severe disability assessed by the Sheehan Disability Scale was used to identify probable "disabling" current mental disorders. RESULTS 9,138 healthcare workers participated. Prevalence of screen-positive disorder: 28.1% MDD; 22.5% GAD, 24.0% Panic; 22.2% PTSD; and 6.2% SUD. Overall 45.7% presented any current and 14.5% any disabling current mental disorder. Workers with pre-pandemic lifetime mental disorders had almost twice the prevalence than those without. Adjusting for all other variables, odds of any disabling mental disorder were: prior lifetime disorders (TUS: OR=5.74; 95%CI 2.53-13.03; Mood: OR=3.23; 95%CI:2.27-4.60; Anxiety: OR=3.03; 95%CI:2.53-3.62); age category 18-29 years (OR=1.36; 95%CI:1.02-1.82), caring "all of the time" for COVID-19 patients (OR=5.19; 95%CI: 3.61-7.46), female gender (OR=1.58; 95%CI: 1.27-1.96) and having being in quarantine or isolated (OR= 1.60; 95CI:1.31-1.95). CONCLUSIONS One in seven Spanish healthcare workers screened positive for a disabling mental disorder during the first wave of the COVID-19 pandemic. Workers reporting pre-pandemic lifetime mental disorders, those frequently exposed to COVID-19 patients, infected or quarantined/isolated, female workers, and auxiliary nurses should be considered groups in need of mental health monitoring and support.
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Affiliation(s)
- Jordi Alonso
- Health Services Research Unit, IMIM-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain.
| | - Gemma Vilagut
- Health Services Research Unit, IMIM-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Philippe Mortier
- Health Services Research Unit, IMIM-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Montse Ferrer
- Health Services Research Unit, IMIM-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Itxaso Alayo
- Health Services Research Unit, IMIM-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Andrés Aragón-Peña
- Epidemiology Unit, Regional Ministry of Health, Community of Madrid, Madrid, Spain; Fundación Investigación e Innovación Biosanitaria de Atención Primaria, Comunidad de Madrid, Madrid, Spain
| | - Enric Aragonès
- Institut d'Investigació en Atenció Primària IDIAP Jordi Gol, Barcelona, Spain; Atenció Primària Camp de Tarragona, Institut Català de la Salut, Spain
| | - Mireia Campos
- Service of Prevention of Labor Risks, Medical Emergencies System, Generalitat de Catalunya, Spain
| | - Isabel D Cura-González
- Research Unit, Primary Care Management, Madrid Health Service, Madrid, Spain; Department of Medical Specialities and Public Health, King Juan Carlos University, Madrid, Spain; Fundación Investigación e Innovación Biosanitaria de Atención Primaria, Comunidad de Madrid, Madrid, Spain
| | - José I Emparanza
- Hospital Universitario Donostia, San Sebastián, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Meritxell Espuga
- Occupational Health Service, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Maria João Forjaz
- National Center of Epidemiology, Instituto de Salud Carlos III (ISCIII), Madrid, Spain; Health Services Research Network on Chronic Diseases (REDISSEC), Madrid, Spain
| | - Ana González-Pinto
- Hospital Universitario Araba-Santiago, Vitoria-Gasteiz, Spain; CIBER Salud Mental (CIBERSAM), Madrid, Spain
| | - Josep M Haro
- Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; CIBER Salud Mental (CIBERSAM), Madrid, Spain; Parc Sanitari Sant Joan de Déu, Barcelona, Spain
| | | | | | - Juan D Molina
- Villaverde Mental Health Center, Clinical Management Area of Psychiatry and Mental Health, Psychiatric Service, Hospital Universitario 12 de Octubre, Madrid, Spain; Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain; Faculty of Health Sciences, Francisco de Vitoria University, Madrid, Spain; CIBER Salud Mental (CIBERSAM), Madrid, Spain
| | | | - Mara Parellada
- Hospital General Universitario Gregorio Marañón, Madrid, Spain; CIBER Salud Mental (CIBERSAM), Madrid, Spain
| | | | | | - José I Pijoan
- Hospital Universitario Cruces/OSI EEC, Bilbao, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Nieves Plana
- Príncipe de Asturias University Hospital, Alcalá de Henares, Madrid, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Maria Teresa Puig
- Department of Epidemiology and Public Health, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain; Biomedical Research Institute Sant Pau (IIB Sant Pau), Barcelona, Spain; Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; CIBER Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
| | - Cristina Rius
- Agència de Salut Pública de Barcelona, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; CIBER Salud Mental (CIBERSAM), Madrid, Spain; CIBER Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
| | - Carmen Rodríguez-Blázquez
- National Center of Epidemiology, Instituto de Salud Carlos III (ISCIII), Madrid, Spain; CIBER Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
| | - Ferran Sanz
- Research Progamme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain; Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain; Instituto Nacional de Bioinformatica - ELIXIR-ES, Barcelona, Spain
| | - Consol Serra
- Parc de Salut Mar PSMAR, Barcelona, Spain; CiSAL-Centro de Investigación en Salud Laboral, IMIM/UPF, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Ronny Bruffaerts
- Center for Public Health Psychiatry, Universitair Psychiatrisch Centrum, KU Leuven, Leuven, Belgium
| | - Eduard Vieta
- Fundació Clínic per a la Recerca Biomèdica, Barcelona, Spain; CIBER Salud Mental (CIBERSAM), Madrid, Spain
| | - Víctor Pérez-Solà
- Parc de Salut Mar PSMAR, Barcelona, Spain; Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; CIBER Salud Mental (CIBERSAM), Madrid, Spain
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Campbell-Sills L, Sun X, Choi KW, He F, Ursano RJ, Kessler RC, Levey DF, Smoller JW, Gelernter J, Jain S, Stein MB. Dissecting the heterogeneity of posttraumatic stress disorder: differences in polygenic risk, stress exposures, and course of PTSD subtypes. Psychol Med 2021; 52:1-9. [PMID: 33947479 PMCID: PMC9772910 DOI: 10.1017/s0033291721000428] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 01/27/2021] [Accepted: 02/04/2021] [Indexed: 12/30/2022]
Abstract
BACKGROUND Definition of disorder subtypes may facilitate precision treatment for posttraumatic stress disorder (PTSD). We aimed to identify PTSD subtypes and evaluate their associations with genetic risk factors, types of stress exposures, comorbidity, and course of PTSD. METHODS Data came from a prospective study of three U.S. Army Brigade Combat Teams that deployed to Afghanistan in 2012. Soldiers with probable PTSD (PTSD Checklist for Diagnostic and Statistical Manual of Mental Disorders-Fifth Edition ≥31) at three months postdeployment comprised the sample (N = 423) for latent profile analysis using Gaussian mixture modeling and PTSD symptom ratings as indicators. PTSD profiles were compared on polygenic risk scores (derived from external genomewide association study summary statistics), experiences during deployment, comorbidity at three months postdeployment, and persistence of PTSD at nine months postdeployment. RESULTS Latent profile analysis revealed profiles characterized by prominent intrusions, avoidance, and hyperarousal (threat-reactivity profile; n = 129), anhedonia and negative affect (dysphoric profile; n = 195), and high levels of all PTSD symptoms (high-symptom profile; n = 99). The threat-reactivity profile had the most combat exposure and the least comorbidity. The dysphoric profile had the highest polygenic risk for major depression, and more personal life stress and co-occurring major depression than the threat-reactivity profile. The high-symptom profile had the highest rates of concurrent mental disorders and persistence of PTSD. CONCLUSIONS Genetic and trauma-related factors likely contribute to PTSD heterogeneity, which can be parsed into subtypes that differ in symptom expression, comorbidity, and course. Future studies should evaluate whether PTSD typology modifies treatment response and should clarify distinctions between the dysphoric profile and depressive disorders.
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Affiliation(s)
| | - Xiaoying Sun
- Biostatistics Research Center, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
| | - Karmel W. Choi
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute, Boston, MA, USA
| | - Feng He
- Biostatistics Research Center, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
| | - Robert J. Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Daniel F. Levey
- Department of Psychiatry, Genetics, and Neuroscience, Yale University School of Medicine, New Haven, CT, USA
- Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Jordan W. Smoller
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute, Boston, MA, USA
| | - Joel Gelernter
- Department of Psychiatry, Genetics, and Neuroscience, Yale University School of Medicine, New Haven, CT, USA
- Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Sonia Jain
- Biostatistics Research Center, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
| | - Murray B. Stein
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
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Polyné NC, Miller KE, Brownlow J, Gehrman PR. Insomnia: Sex differences and age of onset in active duty Army soldiers. Sleep Health 2021; 7:504-507. [PMID: 33867309 DOI: 10.1016/j.sleh.2021.03.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 03/01/2021] [Accepted: 03/03/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND The prevalence of insomnia symptoms, insomnia diagnostic status, and age of onset compared by sex is understudied within the military population. METHOD Data were examined from the All Army Study to Assess Risk and Resilience in Service members (N = 21,294; 18-61 years; 11.7% female and 87.6% male). Participants were given a self-administered version of the Composite International Diagnostic Interview Screening Scales to assess psychopathology and cognitive deficits, and the Brief Insomnia Questionnaire for insomnia disorder assessment. Participants identified the age they first experienced sleep problems for 1 month or longer as part of the self-administered questionnaire. RESULTS Among this sample of Army soldiers, 22.8% met insomnia diagnostic status (22.0% of males and 28.4% of females). A binary logistic regression model revealed that insomnia diagnostic status was associated with female soldiers (OR = 1.26, P< .001, 95% CI = 1.13-1.41) compared to male soldiers, even when accounting for sociodemographic variables and mental health disorders. No significant sex differences emerged at insomnia symptom level or sleep problem age of onset. CONCLUSION This study highlights the importance of examining insomnia by sex in active-duty populations. Results suggest that female active duty soldiers experience insomnia at a higher rate than their male counterparts, which may be driven by reports of daytime impairment. Given this information, more specific clinical recommendations on assessing and treating insomnia could be provided, especially when considering readiness for military duty.
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Affiliation(s)
| | | | | | - Philip R Gehrman
- Cpl. Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA; Department of Psychiatry, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
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Khazem LR, Rozek DC, Baker JC, Bryan CJ. The Marine Suicide Prevention and Intervention REsearch (M-SPIRE) study: A randomized clinical trial investigating potential treatment mechanisms for reducing suicidal behaviors among military personnel. Contemp Clin Trials Commun 2021; 21:100731. [PMID: 33665470 PMCID: PMC7897982 DOI: 10.1016/j.conctc.2021.100731] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 10/01/2020] [Accepted: 01/15/2021] [Indexed: 11/03/2022] Open
Abstract
Suicides within the U.S. Armed Forces remain elevated. Brief cognitive behavioral therapy for suicide prevention (BCBT) has demonstrated preliminary efficacy as a psychotherapeutic intervention that reduces suicide attempts among U.S. Army Soldiers. The generalizability of BCBT's effects in other military groups and its underlying mechanisms of action remain unknown, however. The Marine Suicide Prevention and Intervention REsearch (M-SPIRE) study is designed to test the efficacy of BCBT for the prevention of suicide attempts among active duty U.S. Marines with recent suicidal ideation or attempts and to identify potential mechanisms of change contributing to BCBT's effects. In this protocol paper, we describe M-SPIRE's rationale and methods with a particular emphasis on measuring treatment fidelity and BCBT's hypothesized mechanisms of action.
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