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Lloveras LB, Lawrence OC, Galynker I. A conditional process analysis of suicidal thoughts and behaviors in outpatient parents: Examining the Narrative Crisis Model by parenthood status. FAMILY PROCESS 2024; 63:1429-1445. [PMID: 37550945 DOI: 10.1111/famp.12922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 07/26/2023] [Accepted: 07/27/2023] [Indexed: 08/09/2023]
Abstract
No study to date has examined the moderating effect of parenthood on suicidal states and outcomes using a conditional process model. The Narrative Crisis Model, a multi-stage model from interpersonal distress to suicidal outcomes mediated by Suicide Crisis Syndrome severity, was assessed (H1). The present study tested whether (H2) parenthood moderates the indirect association between interpersonal distress and suicidality to reduce suicide risk. Psychiatric outpatients (N = 466) completed measures assessing the severity of interpersonal distress and Suicide Crisis Syndrome, as well as a clinical interview of suicidal thoughts and behaviors. The sample was predominantly female (65.7%), with ages ranging from 18 to 84 years. Mediation was conducted on the total sample (H1) and a conditional process analysis compared parents (n = 170) and non-parents (H2). Suicide Crisis Syndrome severity mediated the relationship between interpersonal distress and suicidal outcomes. Parenthood moderated the indirect relationship between interpersonal distress and suicidal outcomes through Suicide Crisis Syndrome such that parents had a significantly higher suicide risk than non-parents (index = 0.058; 95% CI [0.005, 0.139]). In the context of an outpatient population, parents appear to be more at risk for developing a suicidal crisis and engaging in suicidal thoughts and behaviors than non-parents. Parenthood may act as a pile-up stressor for this population, outweighing the protective effects of having children. In this way, the Narrative Crisis Model is a theoretical model suitable for the examination of complex factors impacting risk for near-term suicidal thoughts and behaviors.
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Affiliation(s)
- Lauren B Lloveras
- St. John's University, Queens, New York, USA
- Mount Sinai Beth Israel, New York, New York, USA
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Walker ML, Weems LA, Hutchison SL, Herschell AD, Karpov IO, MacDonald-Wilson KL. Evaluation of Training in Identifying and Responding to Suicide Risk by Staff of a Behavioral Health Managed Care Organization. Prof Case Manag 2023; 28:172-182. [PMID: 37219327 DOI: 10.1097/ncm.0000000000000610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
PURPOSE OF STUDY Gatekeeper training for individuals who may be in contact with someone contemplating suicide is a recommended suicide prevention strategy. This study assessed organizational-level gatekeeper training. PRIMARY CARE SETTINGS Gatekeeper training was conducted in a behavioral health managed care organization (BHMCO), which facilitates integrated behavioral and physical health services for 1.4 million Medicaid-enrolled Pennsylvanians. METHODOLOGY AND SAMPLE Gatekeeper training was offered to BHMCO staff via a new training policy. Gatekeeper trainers were qualified BHMCO staff. Approximately half (47%) of trained staff served as care managers. Pre- and posttraining surveys were administered to assess self-reported confidence in ability to identify and assist individuals at risk for suicide. Post-training, staff responded to a hypothetical vignette involving suicide risk, which was evaluated for skills by gatekeeper trainers. RESULTS Eighty-two percent of staff completed training. Mean confidence scores improved significantly from pre- (η = 615) to posttraining (η = 556) (understanding = 3.41 vs. 4.11, respectively; knowledge = 3.47 vs. 4.04; identification = 3.30 vs. 3.94; respond = 3.30 vs. 4.04, p < .0001 for each). Intermediate and advanced skills to address suicide risk were demonstrated post-training in 68.6% and 17.2% of staff, respectively. More care managers versus other BHMCO staff demonstrated advanced skills (21.6% vs. 13.0%); however, both groups showed significant improvement pre- to post-training. IMPLICATIONS FOR CASE MANAGEMENT Care managers benefit from suicide prevention training and are uniquely positioned to serve as organizational leaders to successful population health initiatives to decrease suicide through training and education.
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Affiliation(s)
- Marcie L Walker
- Marcie L. Walker, BS, is a Project Analyst on the Research Strategy, Evaluation and Outcomes Management team at Community Care Behavioral Health Organization. Ms. Walker holds a Bachelor of Science degree in psychology from the University of Pittsburgh. She has 20 years of career experience in behavioral health and research focused on improving identification and treatment of mood disorders ( )
- Lori A. Weems, MS, is the Program Manager of Social & Racial Justice and Health Equity at Community Care Behavioral Health, UPMC Insurance Services Division. Ms. Weems holds a Master's Degree in Community Mental Health from Trinity College of Vermont and a Bachelor of Science degree in psychology from Duquesne University. Ms. Weems has over 20 years of experience managing behavioral health programs ( )
- Shari L. Hutchison, MS, PMP, has over 30 years of experience in program evaluation and quality improvement in behavioral health. She earned dual Bachelor of Science degrees from Syracuse University and a Master of Science in Psychology from the University of Pittsburgh. She is currently Project Director in the Research, Evaluation and Outcomes Department at Community Care Behavioral Health Organization ( )
- Amy D. Herschell, PhD, is the Senior Director of Research Strategy and Outcomes Management for Community Care Behavioral Health Organization, where she leads the development and implementation of rigorous, high-priority evaluations and oversees outcome activities in support of program advancements (e.g., early childhood wellness and evidence-based practice implementation). Trained and licensed in Pennsylvania as a clinical psychologist, Dr. Herschell's clinical interests have focused on collaboratively developing high-quality, community-based care for young children and their families ( )
- Irina O. Karpov, MS, is currently a Senior Statistician at Community Care Behavioral Health Organization at the University of Pittsburgh Medical Center (UPMC). She holds a Master of Science degree in biostatistics from the University of Pittsburgh (2004). Since graduation she has been involved in statistical analysis related to behavioral health at the University of Pittsburgh and UPMC ( )
- Kim L. MacDonald-Wilson, ScD, CPRP, is the Senior Program Director of Recovery and Wellness for Community Care Behavioral Health, UPMC Insurance Services Division and Adjunct Assistant Professor of Psychiatry at the University of Pittsburgh, overseeing the development and implementation of recovery and wellness-oriented programs and systems innovations in the Community Care network ( )
| | - Lori A Weems
- Marcie L. Walker, BS, is a Project Analyst on the Research Strategy, Evaluation and Outcomes Management team at Community Care Behavioral Health Organization. Ms. Walker holds a Bachelor of Science degree in psychology from the University of Pittsburgh. She has 20 years of career experience in behavioral health and research focused on improving identification and treatment of mood disorders ( )
- Lori A. Weems, MS, is the Program Manager of Social & Racial Justice and Health Equity at Community Care Behavioral Health, UPMC Insurance Services Division. Ms. Weems holds a Master's Degree in Community Mental Health from Trinity College of Vermont and a Bachelor of Science degree in psychology from Duquesne University. Ms. Weems has over 20 years of experience managing behavioral health programs ( )
- Shari L. Hutchison, MS, PMP, has over 30 years of experience in program evaluation and quality improvement in behavioral health. She earned dual Bachelor of Science degrees from Syracuse University and a Master of Science in Psychology from the University of Pittsburgh. She is currently Project Director in the Research, Evaluation and Outcomes Department at Community Care Behavioral Health Organization ( )
- Amy D. Herschell, PhD, is the Senior Director of Research Strategy and Outcomes Management for Community Care Behavioral Health Organization, where she leads the development and implementation of rigorous, high-priority evaluations and oversees outcome activities in support of program advancements (e.g., early childhood wellness and evidence-based practice implementation). Trained and licensed in Pennsylvania as a clinical psychologist, Dr. Herschell's clinical interests have focused on collaboratively developing high-quality, community-based care for young children and their families ( )
- Irina O. Karpov, MS, is currently a Senior Statistician at Community Care Behavioral Health Organization at the University of Pittsburgh Medical Center (UPMC). She holds a Master of Science degree in biostatistics from the University of Pittsburgh (2004). Since graduation she has been involved in statistical analysis related to behavioral health at the University of Pittsburgh and UPMC ( )
- Kim L. MacDonald-Wilson, ScD, CPRP, is the Senior Program Director of Recovery and Wellness for Community Care Behavioral Health, UPMC Insurance Services Division and Adjunct Assistant Professor of Psychiatry at the University of Pittsburgh, overseeing the development and implementation of recovery and wellness-oriented programs and systems innovations in the Community Care network ( )
| | - Shari L Hutchison
- Marcie L. Walker, BS, is a Project Analyst on the Research Strategy, Evaluation and Outcomes Management team at Community Care Behavioral Health Organization. Ms. Walker holds a Bachelor of Science degree in psychology from the University of Pittsburgh. She has 20 years of career experience in behavioral health and research focused on improving identification and treatment of mood disorders ( )
- Lori A. Weems, MS, is the Program Manager of Social & Racial Justice and Health Equity at Community Care Behavioral Health, UPMC Insurance Services Division. Ms. Weems holds a Master's Degree in Community Mental Health from Trinity College of Vermont and a Bachelor of Science degree in psychology from Duquesne University. Ms. Weems has over 20 years of experience managing behavioral health programs ( )
- Shari L. Hutchison, MS, PMP, has over 30 years of experience in program evaluation and quality improvement in behavioral health. She earned dual Bachelor of Science degrees from Syracuse University and a Master of Science in Psychology from the University of Pittsburgh. She is currently Project Director in the Research, Evaluation and Outcomes Department at Community Care Behavioral Health Organization ( )
- Amy D. Herschell, PhD, is the Senior Director of Research Strategy and Outcomes Management for Community Care Behavioral Health Organization, where she leads the development and implementation of rigorous, high-priority evaluations and oversees outcome activities in support of program advancements (e.g., early childhood wellness and evidence-based practice implementation). Trained and licensed in Pennsylvania as a clinical psychologist, Dr. Herschell's clinical interests have focused on collaboratively developing high-quality, community-based care for young children and their families ( )
- Irina O. Karpov, MS, is currently a Senior Statistician at Community Care Behavioral Health Organization at the University of Pittsburgh Medical Center (UPMC). She holds a Master of Science degree in biostatistics from the University of Pittsburgh (2004). Since graduation she has been involved in statistical analysis related to behavioral health at the University of Pittsburgh and UPMC ( )
- Kim L. MacDonald-Wilson, ScD, CPRP, is the Senior Program Director of Recovery and Wellness for Community Care Behavioral Health, UPMC Insurance Services Division and Adjunct Assistant Professor of Psychiatry at the University of Pittsburgh, overseeing the development and implementation of recovery and wellness-oriented programs and systems innovations in the Community Care network ( )
| | - Amy D Herschell
- Marcie L. Walker, BS, is a Project Analyst on the Research Strategy, Evaluation and Outcomes Management team at Community Care Behavioral Health Organization. Ms. Walker holds a Bachelor of Science degree in psychology from the University of Pittsburgh. She has 20 years of career experience in behavioral health and research focused on improving identification and treatment of mood disorders ( )
- Lori A. Weems, MS, is the Program Manager of Social & Racial Justice and Health Equity at Community Care Behavioral Health, UPMC Insurance Services Division. Ms. Weems holds a Master's Degree in Community Mental Health from Trinity College of Vermont and a Bachelor of Science degree in psychology from Duquesne University. Ms. Weems has over 20 years of experience managing behavioral health programs ( )
- Shari L. Hutchison, MS, PMP, has over 30 years of experience in program evaluation and quality improvement in behavioral health. She earned dual Bachelor of Science degrees from Syracuse University and a Master of Science in Psychology from the University of Pittsburgh. She is currently Project Director in the Research, Evaluation and Outcomes Department at Community Care Behavioral Health Organization ( )
- Amy D. Herschell, PhD, is the Senior Director of Research Strategy and Outcomes Management for Community Care Behavioral Health Organization, where she leads the development and implementation of rigorous, high-priority evaluations and oversees outcome activities in support of program advancements (e.g., early childhood wellness and evidence-based practice implementation). Trained and licensed in Pennsylvania as a clinical psychologist, Dr. Herschell's clinical interests have focused on collaboratively developing high-quality, community-based care for young children and their families ( )
- Irina O. Karpov, MS, is currently a Senior Statistician at Community Care Behavioral Health Organization at the University of Pittsburgh Medical Center (UPMC). She holds a Master of Science degree in biostatistics from the University of Pittsburgh (2004). Since graduation she has been involved in statistical analysis related to behavioral health at the University of Pittsburgh and UPMC ( )
- Kim L. MacDonald-Wilson, ScD, CPRP, is the Senior Program Director of Recovery and Wellness for Community Care Behavioral Health, UPMC Insurance Services Division and Adjunct Assistant Professor of Psychiatry at the University of Pittsburgh, overseeing the development and implementation of recovery and wellness-oriented programs and systems innovations in the Community Care network ( )
| | - Irina O Karpov
- Marcie L. Walker, BS, is a Project Analyst on the Research Strategy, Evaluation and Outcomes Management team at Community Care Behavioral Health Organization. Ms. Walker holds a Bachelor of Science degree in psychology from the University of Pittsburgh. She has 20 years of career experience in behavioral health and research focused on improving identification and treatment of mood disorders ( )
- Lori A. Weems, MS, is the Program Manager of Social & Racial Justice and Health Equity at Community Care Behavioral Health, UPMC Insurance Services Division. Ms. Weems holds a Master's Degree in Community Mental Health from Trinity College of Vermont and a Bachelor of Science degree in psychology from Duquesne University. Ms. Weems has over 20 years of experience managing behavioral health programs ( )
- Shari L. Hutchison, MS, PMP, has over 30 years of experience in program evaluation and quality improvement in behavioral health. She earned dual Bachelor of Science degrees from Syracuse University and a Master of Science in Psychology from the University of Pittsburgh. She is currently Project Director in the Research, Evaluation and Outcomes Department at Community Care Behavioral Health Organization ( )
- Amy D. Herschell, PhD, is the Senior Director of Research Strategy and Outcomes Management for Community Care Behavioral Health Organization, where she leads the development and implementation of rigorous, high-priority evaluations and oversees outcome activities in support of program advancements (e.g., early childhood wellness and evidence-based practice implementation). Trained and licensed in Pennsylvania as a clinical psychologist, Dr. Herschell's clinical interests have focused on collaboratively developing high-quality, community-based care for young children and their families ( )
- Irina O. Karpov, MS, is currently a Senior Statistician at Community Care Behavioral Health Organization at the University of Pittsburgh Medical Center (UPMC). She holds a Master of Science degree in biostatistics from the University of Pittsburgh (2004). Since graduation she has been involved in statistical analysis related to behavioral health at the University of Pittsburgh and UPMC ( )
- Kim L. MacDonald-Wilson, ScD, CPRP, is the Senior Program Director of Recovery and Wellness for Community Care Behavioral Health, UPMC Insurance Services Division and Adjunct Assistant Professor of Psychiatry at the University of Pittsburgh, overseeing the development and implementation of recovery and wellness-oriented programs and systems innovations in the Community Care network ( )
| | - Kim L MacDonald-Wilson
- Marcie L. Walker, BS, is a Project Analyst on the Research Strategy, Evaluation and Outcomes Management team at Community Care Behavioral Health Organization. Ms. Walker holds a Bachelor of Science degree in psychology from the University of Pittsburgh. She has 20 years of career experience in behavioral health and research focused on improving identification and treatment of mood disorders ( )
- Lori A. Weems, MS, is the Program Manager of Social & Racial Justice and Health Equity at Community Care Behavioral Health, UPMC Insurance Services Division. Ms. Weems holds a Master's Degree in Community Mental Health from Trinity College of Vermont and a Bachelor of Science degree in psychology from Duquesne University. Ms. Weems has over 20 years of experience managing behavioral health programs ( )
- Shari L. Hutchison, MS, PMP, has over 30 years of experience in program evaluation and quality improvement in behavioral health. She earned dual Bachelor of Science degrees from Syracuse University and a Master of Science in Psychology from the University of Pittsburgh. She is currently Project Director in the Research, Evaluation and Outcomes Department at Community Care Behavioral Health Organization ( )
- Amy D. Herschell, PhD, is the Senior Director of Research Strategy and Outcomes Management for Community Care Behavioral Health Organization, where she leads the development and implementation of rigorous, high-priority evaluations and oversees outcome activities in support of program advancements (e.g., early childhood wellness and evidence-based practice implementation). Trained and licensed in Pennsylvania as a clinical psychologist, Dr. Herschell's clinical interests have focused on collaboratively developing high-quality, community-based care for young children and their families ( )
- Irina O. Karpov, MS, is currently a Senior Statistician at Community Care Behavioral Health Organization at the University of Pittsburgh Medical Center (UPMC). She holds a Master of Science degree in biostatistics from the University of Pittsburgh (2004). Since graduation she has been involved in statistical analysis related to behavioral health at the University of Pittsburgh and UPMC ( )
- Kim L. MacDonald-Wilson, ScD, CPRP, is the Senior Program Director of Recovery and Wellness for Community Care Behavioral Health, UPMC Insurance Services Division and Adjunct Assistant Professor of Psychiatry at the University of Pittsburgh, overseeing the development and implementation of recovery and wellness-oriented programs and systems innovations in the Community Care network ( )
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Valladares-Garrido MJ, Picón-Reátegui CK, Zila-Velasque JP, Grados-Espinoza P, Hinostroza-Zarate CM, Failoc-Rojas VE, Pereira-Victorio CJ. Suicide Risk in Military Personnel during the COVID-19 Health Emergency in a Peruvian Region: A Cross-Sectional Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:13502. [PMID: 36294081 PMCID: PMC9603104 DOI: 10.3390/ijerph192013502] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 10/11/2022] [Accepted: 10/14/2022] [Indexed: 06/16/2023]
Abstract
Military personnel represent a frontline group exposed to multiple stressors. These factors have increased during the COVID-19 pandemic, predisposing to the development of suicidal risk (SR). Given the few studies conducted in this population, we evaluated the prevalence of SR and its associated factors during the health emergency. A cross-sectional survey study was conducted in person among 514 participants in Lambayeque, Peru in 2021. The outcome was SR, and the exposures were depression (PHQ-9), anxiety (GAD-7), PTSD (PCL-C), and other sociodemographic variables. The prevalence of SR was 14.0% (95% CI: 11.12-17.31%) and was significantly higher in people with a family history of mental health (PR: 2.16; 95% CI: 1.13-4.15) and in those with moderate clinical insomnia (PR: 2.21; 95% CI: 1.19-4.12). Military personnel with high resilience had a lower prevalence of SR (PR: 0.54, CI: 0.31-0.95). Anxiety was associated with a higher prevalence of SR (PR: 3.27; 95% CI: 1.76-6.10). Our findings show that at least 1 out of 10 military personnel are at risk of suicide. Special attention should be paid to the associated factors to develop interventions and reverse their consequences. These results may be useful in policy implementation and general statistics of SR in the local and regional context.
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Affiliation(s)
- Mario J. Valladares-Garrido
- South American Center for Education and Research in Public Health, Universidad Norbert Wiener, Lima 02002, Peru
- Epidemiology Office, Hospital Regional Lambayeque, Chiclayo 14000, Peru
| | | | - J. Pierre Zila-Velasque
- Facultad de Medicina Humana, Universidad Nacional Daniel Alcides Carrion, Pasco 19001, Peru
- Red Latinoamericana de Medicina en la Altitud e Investigación (REDLAMAI), Pasco 19001, Peru
| | - Pamela Grados-Espinoza
- Facultad de Medicina Humana, Universidad Nacional Daniel Alcides Carrion, Pasco 19001, Peru
- Red Latinoamericana de Medicina en la Altitud e Investigación (REDLAMAI), Pasco 19001, Peru
| | | | - Virgilio E. Failoc-Rojas
- Research Unit for Generation and Synthesis Evidence in Health, Universidad San Ignacio de Loyola, Lima 02002, Peru
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Russell PD, Judkins JL, Blessing A, Moore B, Morissette SB. Incidences of anxiety disorders among active duty service members between 1999 and 2018. J Anxiety Disord 2022; 91:102608. [PMID: 36029531 DOI: 10.1016/j.janxdis.2022.102608] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Revised: 05/11/2022] [Accepted: 08/04/2022] [Indexed: 10/15/2022]
Abstract
PURPOSE Anxiety disorders can impact the health, performance, and retention of military service members. To inform prevention initiatives and long-term treatment planning, incidence rates across anxiety disorders were evaluated among U.S. active-duty service members over a 20-year period. METHOD Data were extracted from the Defense Medical Epidemiological Database to examine incidence rates of generalized anxiety disorder (GAD), panic disorder (PD), agoraphobia (AG), social anxiety disorder (SAD), obsessive compulsive disorder (OCD), agoraphobia with panic disorder (AWPD), agoraphobia without history of panic disorder (AWOPD), and unspecified anxiety disorder (UAD) among 151,844 service members between 1999 and 2018 in relation to sex, age, race, marital status, military pay grade, service branch. RESULTS Incidence rates of anxiety disorders increased significantly over the 20-year period. Anxiety disorder incidence rates ranged widely from 0.01 to 23.70 (per 1000 service members). There were significant differences in observed versus expected diagnostic rates across all demographic variables examined (p < 0.001). CONCLUSION Incidence rates varied considerably across the anxiety disorders, with UAD being the highest. These data highlight the importance of health care professionals attending to anxiety disorders, in order to plan for service member needs, develop preventative interventions, address early detection, and deliver treatments to improve combat readiness.
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Affiliation(s)
- Patricia D Russell
- Department of Psychology, The University of Texas at San Antonio, One UTSA Circle, San Antonio, TX 78249, USA.
| | - Jason L Judkins
- United States Army Research Institute of Environmental Medicine, 10 General Greene Ave., Natick, MA 01760, USA
| | - Alexis Blessing
- Department of Psychology, The University of Texas at San Antonio, One UTSA Circle, San Antonio, TX 78249, USA
| | - Brian Moore
- Department of Psychological Science, Kennesaw State University, 1000 Chastain Road NW, Kennesaw, GA 30144, USA
| | - Sandra B Morissette
- Department of Psychology, The University of Texas at San Antonio, One UTSA Circle, San Antonio, TX 78249, USA
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Oakey-Frost N, Trachik B, Ganulin ML, LoPresti ML, Dretsch MN, Tucker RP. Indirect effects of soldier healthy eating and physical activity on suicidal ideation through psychological health symptoms in active-duty military. MILITARY PSYCHOLOGY 2021. [DOI: 10.1080/08995605.2021.1902180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Nicolas Oakey-Frost
- Department of Psychology, Louisiana State University, Baton Rouge, Louisiana
| | - Benjamin Trachik
- US Army Medical Research Directorate-West, Walter Reed Army Institute of Research, Washington
| | - Michelle L. Ganulin
- US Army Medical Research Directorate-West, Walter Reed Army Institute of Research, Washington
| | - Mathew L. LoPresti
- US Army Medical Research Directorate-West, Walter Reed Army Institute of Research, Washington
| | - Michael N. Dretsch
- US Army Medical Research Directorate-West, Walter Reed Army Institute of Research, Washington
| | - Raymond P. Tucker
- Department of Psychology, Louisiana State University, Baton Rouge, Louisiana
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Schriver E, Lieblich S, AlRabiah R, Mowery DL, Brown LA. Identifying risk factors for suicidal ideation across a large community healthcare system. J Affect Disord 2020; 276:1038-1045. [PMID: 32763588 DOI: 10.1016/j.jad.2020.07.047] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 05/14/2020] [Accepted: 07/05/2020] [Indexed: 11/17/2022]
Abstract
BACKGROUND Suicide is the tenth leading cause of death in the United States. Several studies have leveraged electronic health record (EHR) data to predict suicide risk in veteran and military samples; however, few studies have investigated suicide risk factors in a large-scale community health population. METHODS Clinical data was queried for 9,811 patients from the Penn Medicine Health System who had completed a Patient Health Questionnaire-9 (PHQ-9) documented in the EHR between January 2017 and June 2019. Patient demographics, PHQ-9 scores, and psychiatric comorbidities were extracted from the EHR. Univariate and multivariable logistic regressions were applied to determine significant risk factors associated with suicide ideation responses from the PHQ-9. RESULTS One-quarter (25.8%% of patients endorsed suicide ideation. Univariate analysis found 22 risk factors of suicide ideation. Multivariable logistic regression found significant positive associations (Odds Ratio, (95% Confidence Interval)) with the following: younger ages less than 18 years: 2.1, (1.69, 2.60) and 19-24 years: 1.55, (1.29, 1.87)), single marital status (1.22, (1.08, 1.38)), African American (1.22, (1.08, 1.38)), non-commercial insurance (1.16, (1.03, 1.31)), multiple comorbidities (1 comorbidity (1.65, (1.32, 2.07); 2 comorbidities (2.07, (1.61, 2.64)), 3+ comorbidities (2.49, (1.87, 3.33))), bipolar disorders (Type I: 1.38, (1.14, 1.67) and Type II: 1.94, (1.52, 2.49)), depressive disorders (1.70, (1.49, 1.94)), obsessive compulsive disorder (OCD) (1.43, (1.08, 1.90)), and stress disorders (1.53, (1.33, 1.76)). CONCLUSION Community EHR information can be used to predict suicidal ideation. This information can be used to design tools for identifying patients at risk for suicide in real-time.
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Affiliation(s)
- Emily Schriver
- Data Analytics Center, Penn Medicine; Institute for Biomedical Informatics, University of Pennsylvania
| | | | - Reem AlRabiah
- Department of Psychiatry, University of Pennsylvania
| | - Danielle L Mowery
- Institute for Biomedical Informatics, University of Pennsylvania; Department of Biostatistics, Epidemiology, & Informatics, University of Pennsylvania
| | - Lily A Brown
- Department of Psychiatry, University of Pennsylvania.
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Zhou L, Zhang H, Luo Z, Liu X, Yang L, Hu H, Wang Y, Wang C, Wang F. Abnormal night sleep duration and inappropriate sleep initiation time are associated with elevated anxiety symptoms in Chinese rural adults: the Henan Rural Cohort. Psychiatry Res 2020; 291:113232. [PMID: 32574900 DOI: 10.1016/j.psychres.2020.113232] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 06/10/2020] [Accepted: 06/13/2020] [Indexed: 12/20/2022]
Abstract
Sleep problems have been demonstrated to cause mental symptoms, such as anxiety. However, research on the association of the night sleep duration and sleep initiation time on anxiety symptoms in rural China is still lacking. The current study, therefore, explored the independent and combined association of the night sleep duration and sleep initiation time on anxiety symptoms. This study included 28, 054 participants from the Henan Rural Cohort. Sleep was measured using the Pittsburgh Sleep Quality Index (PSQI). Anxiety was assessed by the two-item Generalized Anxiety Disorder scale (GAD-2). Multivariable logistic regression models and restricted cubic spline with anxiety symptoms as a dependent variable were fitted. Among the participants in this study, 11, 209 (39.96%) were males, and 16,845 (60.04%) were females, 1574 (5.61%) had anxiety symptoms. Both shorter and longer night sleep duration were significantly related to elevated prevalence of anxiety symptoms. Extreme sleep initiation time was also significantly associated with elevated anxiety symptoms. Additionally, night sleep duration and sleep initiation time had a combined effect on the prevalent anxiety symptoms. In conclusion, there was a dose-response association of night sleep duration and sleep initiation time with anxiety among Chinese rural population. Moreover, they might jointly increase the odds of prevalent anxiety.
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Affiliation(s)
- Li Zhou
- Department of Epidemiology, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, PR. China
| | - Haiqing Zhang
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Zhicheng Luo
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Xiaotian Liu
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Liuye Yang
- Department of Epidemiology, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, PR. China
| | - Haiyuan Hu
- Department of Epidemiology, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, PR. China
| | - Yan Wang
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Chongjian Wang
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China.
| | - Fang Wang
- Department of Epidemiology, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, PR. China.
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8
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Cameron AY, Shea MT, Randall AB. Acute Shame Predicts Urges for Suicide but not for Substance Use in a Veteran Population. Suicide Life Threat Behav 2020; 50:292-299. [PMID: 31524303 DOI: 10.1111/sltb.12588] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 06/05/2019] [Indexed: 11/30/2022]
Abstract
OBJECTIVE There is an urgent need to identify ways to reduce rates of suicide among Veterans with a substance use disorder. Since co-occurring disorders can make diagnosis and treatment complex, it is useful for the mental health field to examine common factors that may underlie both problems. One common factor that underlies both substance use and suicidal behavior is shame. This brief report presents data collected in an experimental study examining shame as an acute risk factor for suicide and substance use in Veterans. METHOD Thirty-eight Veterans admitted to an inpatient Veterans Affairs Medical Center unit with suicidal ideation completed measures on depression, hopelessness, addiction, and suicidality. Participants were randomized to either a shame mood induction group or a control group, and completed pre- and postexperiment measures on urges for suicide, urges for substance use, and level of shame. RESULTS Results indicate that an acute increase in shame resulted in an increase in an urge for suicide, but was not associated with changes in urges for substance use. CONCLUSIONS Acute feelings of shame may be a risk factor for increases in suicidal ideation. Limitations and suggestions for future directions are discussed.
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Affiliation(s)
- Amy Y Cameron
- Department of Veterans Affairs, VA Medical Center, Providence, RI, USA.,Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - M Tracie Shea
- Department of Veterans Affairs, VA Medical Center, Providence, RI, USA.,Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University, Providence, RI, USA
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Yuan L, Wang DF, Lew B, Osman A, Jia CX. The future disposition Inventory-24: reliability and validity estimates in a large sample of Chinese University students. BMC Psychiatry 2018; 18:299. [PMID: 30236111 PMCID: PMC6149006 DOI: 10.1186/s12888-018-1875-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Accepted: 09/05/2018] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND This study was designed to assess the factor structure, internal consistency reliability, and preliminary psychometric properties of the Chinese version of the Future Disposition Inventory-24 (FDI-24) in a large sample of Chinese university students. METHODS We translated the English version of the Future Disposition Inventory-24 (FDI-24) into Chinese and examined its factor structure, estimates of internal consistency reliability, and psychometric properties in a representative sample of university students. In particular, students (N = 2,074) from two universities in Shandong Province in China were identified using the multi-stage stratified sampling method. In addition to the FDI-24, we collected preliminary data using self-report instruments that included the Beck Hopelessness Scale (BHS) and a general sociodemographic information questionnaire. RESULTS The results of the internal consistency reliability estimates were adequate regarding the scores on the three FDI-24 subscales: Cronbach's alpha = .89-.97, Omega total = .85-.96, Revelle's Omega total = .88-.96, the greatest lower bound (GLB) = .89-.96 and Coefficient H = .86-.94. Bivariate correlation analyses showed evidence for criterion and discriminant validity. The 3-factor oblique-Geomin-rotation solution accounted for 62.92% of the total variance in the exploratory factor analysis (EFA). The exploratory structural equation modeling (ESEM) result showed that the 3-factor model provided adequate fit statistics for the sample data: the robust comparative fit index (R-CFI) was .959, robust Tucker Lewis index (R-TLI) was .946 and robust root mean square error of approximation (R-RMSEA) was .090. CONCLUSION The FDI-24 has a satisfactory factor structure, reliability estimates, and satisfactory evidence of concurrent validity estimates for students with different demographic and cultural backgrounds. The FDI-24 holds promise for use in future investigations with Chinese students.
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Affiliation(s)
- Lu Yuan
- 0000 0004 1761 1174grid.27255.37Department of Epidemiology, School of Public Health, Shandong University & Shandong University Center for Suicide Prevention Research, Jinan, Shandong China
| | - Dong-Fang Wang
- 0000 0000 9459 9325grid.464402.0Department of Preventive Medicine, School of Basic Medical Sciences, Shandong University of Traditional Chinese Medicine, Changqing, Jinan, Shandong China
| | - Bob Lew
- Department of Social Psychology, Faculty of Human Ecology, Putra University of Malaysia, Serdang, Selangor Malaysia
| | - Augustine Osman
- 0000000121845633grid.215352.2Department of Psychology, One UTSA Circle, The University of Texas at San Antonio, San Antonio, TX USA
| | - Cun-Xian Jia
- Department of Epidemiology, School of Public Health, Shandong University & Shandong University Center for Suicide Prevention Research, Jinan, Shandong, China.
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Military service and crime: new evidence. Soc Psychiatry Psychiatr Epidemiol 2017; 52:605-615. [PMID: 28255794 DOI: 10.1007/s00127-017-1342-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2016] [Accepted: 01/13/2017] [Indexed: 10/20/2022]
Abstract
BACKGROUND Evidence indicates that a substantial proportion of military personnel are involved in high-risk and antisocial behaviors that place them at jeopardy for criminal justice system involvement. However, prior research on military service and crime has disproportionately focused on veterans from the Vietnam War era (1955-1975), and has tended to focus on either current or former military members. METHODS This study employed data from a population-based study (i.e., National Study on Drug Use and Health [NSDUH] between 2002 and 2014). It systematically examines the prevalence of self-reported antisocial behaviors, criminal justice system involvement, and substance abuse among the US civilian population and military service members, including reservists (n = 2206) and those who reported having been separated or retired from military service (n = 20,551). These factors are further examined across the developmental spectrum of adulthood (ages 18-34, 35-49, and 50-64). RESULTS Results showed that military members were more prone to lifetime arrests and overall substance misuse. However, additional findings emerged suggesting that, while the military population overall seems to be positively associated with higher criminal activity than that found in the civilian population, these findings were based on a specific subgroup of the veteran population. This subgroup is comprised of individuals who likely did not fit in with the military culture and were discharged from the military early in their careers. CONCLUSION Additional research on identifying this subgroup of military members is encouraged to better concentrate on prevention and treatment measures.
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Abstract
The objective of this study was to calculate the long-term risk of accomplished suicide in anxiety disorders, and to compare this with a healthy population. The Lundby Study is a prospective, longitudinal cohort study on a population of 3,563 subjects. Between 1947 and 1997, anxiety disorders were diagnosed in 300 subjects. Up to 2011 there were 68 suicides in all. The suicide risk was 3.3% for anxiety. For only anxiety, risk was increased (p = 0.008), but other diagnoses had a higher risk (p = 0.0001) compared with no diagnosis. Mean time from onset to suicide was 27 years. Risk of suicide in anxiety disorders seems elevated at an intermediate level. Suicide often occurs many years after onset of the disorder.
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Bentley KH, Franklin JC, Ribeiro JD, Kleiman EM, Fox KR, Nock MK. Anxiety and its disorders as risk factors for suicidal thoughts and behaviors: A meta-analytic review. Clin Psychol Rev 2016; 43:30-46. [PMID: 26688478 PMCID: PMC4771521 DOI: 10.1016/j.cpr.2015.11.008] [Citation(s) in RCA: 223] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Revised: 10/18/2015] [Accepted: 11/24/2015] [Indexed: 02/08/2023]
Abstract
Suicidal thoughts and behaviors are highly prevalent public health problems with devastating consequences. There is an urgent need to improve our understanding of risk factors for suicide to identify effective intervention targets. The aim of this meta-analysis was to examine the magnitude and clinical utility of anxiety and its disorders as risk factors for suicide ideation, attempts, and deaths. We conducted a literature search through December 2014; of the 65 articles meeting our inclusion criteria, we extracted 180 cases in which an anxiety-specific variable was used to longitudinally predict a suicide-related outcome. Results indicated that anxiety is a statistically significant, yet weak, predictor of suicide ideation (OR=1.49, 95% CI: 1.18, 1.88) and attempts (OR=1.64, 95% CI: 1.47, 1.83), but not deaths (OR=1.01, 95% CI: 0.87, 1.18). The strongest associations were observed for PTSD. Estimates were reduced after accounting for publication bias, and diagnostic accuracy analyses indicated acceptable specificity but poor sensitivity. Overall, the extant literature suggests that anxiety and its disorders, at least when these constructs are measured in isolation and as trait-like constructs, are relatively weak predictors of suicidal thoughts and behaviors over long follow-up periods. Implications for future research priorities are discussed.
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Affiliation(s)
- Kate H Bentley
- Center for Anxiety and Related Disorders, Boston University, USA.
| | | | - Jessica D Ribeiro
- Department of Psychology, Harvard University, USA; Military Suicide Research Consortium, USA
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Cigrang JA, Balderrama-Durbin C, Snyder DK, Talcott GW, Tatum J, Baker M, Cassidy D, Sonnek S, Smith Slep AM, Heyman RE. Predictors of Suicidal Ideation Across Deployment: A Prospective Study. J Clin Psychol 2015; 71:828-42. [PMID: 26010392 DOI: 10.1002/jclp.22192] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
OBJECTIVE Concurrent and prospective predictors of suicidal ideation were examined in a sample of 318 United States Air Force Security Forces across a 1-year deployment in Iraq and 6- to 9-month follow-up. METHOD Participants included 294 male and 24 female Airmen ranging in age from 18 to 46 years, predominantly (67%) Caucasian. Measures included self-reports of postdeployment suicidal ideation, posttraumatic stress and depressive symptoms, alcohol use, combat experiences, relationship distress, social support, and postdeployment readjustment. RESULTS Problem drinking before deployment prospectively predicted postdeployment suicidal ideation in univariate analyses. Depressive symptoms and problem drinking were significant independent predictors of postdeployment suicidal ideation. Findings demonstrated a ninefold increase in suicidal ideation among service members with even mild depressive symptoms if moderate problem drinking was also present. CONCLUSIONS Predeployment problem drinking may serve as a modifiable target for early intervention of suicidal ideation. Findings illuminate the compound risk of comorbid depressive symptoms and moderate problem drinking in predicting suicidal ideation.
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Street AE, Gilman SE, Rosellini AJ, Stein MB, Bromet EJ, Cox KL, Colpe LJ, Fullerton CS, Gruber MJ, Heeringa SG, Lewandowski-Romps L, Little RJA, Naifeh JA, Nock MK, Sampson NA, Schoenbaum M, Ursano RJ, Zaslavsky AM, Kessler RC. Understanding the elevated suicide risk of female soldiers during deployments. Psychol Med 2015; 45:717-726. [PMID: 25359554 PMCID: PMC4869515 DOI: 10.1017/s003329171400258x] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND The Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) has found that the proportional elevation in the US Army enlisted soldier suicide rate during deployment (compared with the never-deployed or previously deployed) is significantly higher among women than men, raising the possibility of gender differences in the adverse psychological effects of deployment. METHOD Person-month survival models based on a consolidated administrative database for active duty enlisted Regular Army soldiers in 2004-2009 (n = 975,057) were used to characterize the gender × deployment interaction predicting suicide. Four explanatory hypotheses were explored involving the proportion of females in each soldier's occupation, the proportion of same-gender soldiers in each soldier's unit, whether the soldier reported sexual assault victimization in the previous 12 months, and the soldier's pre-deployment history of treated mental/behavioral disorders. RESULTS The suicide rate of currently deployed women (14.0/100,000 person-years) was 3.1-3.5 times the rates of other (i.e. never-deployed/previously deployed) women. The suicide rate of currently deployed men (22.6/100,000 person-years) was 0.9-1.2 times the rates of other men. The adjusted (for time trends, sociodemographics, and Army career variables) female:male odds ratio comparing the suicide rates of currently deployed v. other women v. men was 2.8 (95% confidence interval 1.1-6.8), became 2.4 after excluding soldiers with Direct Combat Arms occupations, and remained elevated (in the range 1.9-2.8) after adjusting for the hypothesized explanatory variables. CONCLUSIONS These results are valuable in excluding otherwise plausible hypotheses for the elevated suicide rate of deployed women and point to the importance of expanding future research on the psychological challenges of deployment for women.
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Affiliation(s)
- A. E. Street
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - S. E. Gilman
- Departments of Social and Behavioral Sciences, and Epidemiology, Harvard School of Public Health, Boston, MA, USA
| | - A. J. Rosellini
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - M. B. Stein
- Departments of Psychiatry and Family and Preventive Medicine, University of California San Diego, La Jolla, CA, USA
- VA San Diego Healthcare System, San Diego, CA, USA
| | - E. J. Bromet
- Department of Psychiatry, Stony Brook University School of Medicine, Stony Brook, NY, USA
| | - K. L. Cox
- US Army Public Health Command, Aberdeen Proving Ground, MD, USA
| | - L. J. Colpe
- Division of Services and Intervention Research, National Institute of Mental Health, Bethesda, MD, USA
| | - C. S. Fullerton
- Department of Psychiatry, Uniformed Services University School of Medicine, Center for the Study of Traumatic Stress, Bethesda, MD, USA
| | - M. J. Gruber
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - S. G. Heeringa
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | | | - R. J. A. Little
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - J. A. Naifeh
- Department of Psychiatry, Uniformed Services University School of Medicine, Center for the Study of Traumatic Stress, Bethesda, MD, USA
| | - M. K. Nock
- Department of Psychology, Harvard University, Cambridge, MA, USA
| | - N. A. Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - M. Schoenbaum
- Office of Science Policy, Planning and Communications, National Institute of Mental Health, Bethesda, MD, USA
| | - R. J. Ursano
- Department of Psychiatry, Uniformed Services University School of Medicine, Center for the Study of Traumatic Stress, Bethesda, MD, USA
| | - A. M. Zaslavsky
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - R. C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
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