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Büscher R, Winkler T, Mocellin J, Homan S, Josifovski N, Ciharova M, van Breda W, Kwon S, Larsen ME, Torous J, Firth J, Sander LB. A systematic review on passive sensing for the prediction of suicidal thoughts and behaviors. NPJ MENTAL HEALTH RESEARCH 2024; 3:42. [PMID: 39313519 PMCID: PMC11420362 DOI: 10.1038/s44184-024-00089-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 09/12/2024] [Indexed: 09/25/2024]
Abstract
Passive sensing data from smartphones and wearables may help improve the prediction of suicidal thoughts and behaviors (STB). In this systematic review, we explored the feasibility and predictive validity of passive sensing for STB. On June 24, 2024, we systematically searched Medline, Embase, Web of Science, PubMed, and PsycINFO. Studies were eligible if they investigated the association between STB and passive sensing, or the feasibility of passive sensing in this context. From 2107 unique records, we identified eleven prediction studies, ten feasibility studies, and seven protocols. Studies indicated generally lower model performance for passive compared to active data, with three out of four studies finding no incremental value. PROBAST ratings revealed major shortcomings in methodology and reporting. Studies suggested that passive sensing is feasible in high-risk populations. In conclusion, there is limited evidence on the predictive value of passive sensing for STB. We highlight important quality characteristics for future research.
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Affiliation(s)
- Rebekka Büscher
- Medical Psychology and Medical Sociology, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
| | - Tanita Winkler
- Medical Psychology and Medical Sociology, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Jacopo Mocellin
- Experimental Psychopathology and Psychotherapy, Department of Psychology, University of Zurich, Zurich, Switzerland
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Stephanie Homan
- Experimental Psychopathology and Psychotherapy, Department of Psychology, University of Zurich, Zurich, Switzerland
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Natasha Josifovski
- Black Dog Institute, University of New South Wales, Sydney, NSW, Australia
| | - Marketa Ciharova
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Black Dog Institute, University of New South Wales, Sydney, NSW, Australia
- Amsterdam Public Health Research Institute, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Ward van Breda
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Sam Kwon
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Mark E Larsen
- Black Dog Institute, University of New South Wales, Sydney, NSW, Australia
- Centre for Big Data Research in Health, University of New South Wales, Sydney, NSW, Australia
| | - John Torous
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Joseph Firth
- Division of Psychology and Mental Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
| | - Lasse B Sander
- Medical Psychology and Medical Sociology, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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Daruwala SE, Bauder CR, Bozzay ML, Bryan CJ. Nonresponse to an item assessing firearm ownership: Associations with suicide risk and emotional distress. Suicide Life Threat Behav 2024. [PMID: 39210721 DOI: 10.1111/sltb.13121] [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: 02/02/2024] [Revised: 06/05/2024] [Accepted: 07/24/2024] [Indexed: 09/04/2024]
Abstract
INTRODUCTION Firearms account for more than half of suicide deaths in the United States (US) and both ownership and access are associated with increased risk of intentional and unintentional injury. Despite evidence linking ownership and access to suicide risk, individuals may be reticent to answer questionnaire items assessing ownership. The current study examined characteristics of individuals who do not provide a response (nonresponders) to a firearm ownership item in a community sample. METHODS Data were collected from a cross-sectional online survey of 10,625 US adults. Univariate and multivariate analyses were conducted to examine demographic, emotional distress, and suicide risk differences across three groups (firearm owners, nonowners, and nonresponders). RESULTS Nonresponders were significantly younger, more likely to be female and non-White than firearm owners and nonowners. Nonresponders were less likely to endorse recent suicidal ideation and probable PTSD than firearm owners, but more likely to endorse probable PTSD than nonowners. Firearm owners were significantly more likely to report several correlates of suicide risk than nonowners. CONCLUSIONS Nonresponders may be a unique subgroup with distinct demographic, emotional distress, and suicide risk profiles compared to both firearm owners and nonowners. Implications of these findings for future directions are discussed.
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Affiliation(s)
- Samantha E Daruwala
- The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
- VA Center of Excellence for Suicide Prevention, VA Finger Lakes Healthcare System, Canandaigua, New York, USA
| | - C Rosie Bauder
- The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Melanie L Bozzay
- The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Craig J Bryan
- The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
- VA Center of Excellence for Suicide Prevention, VA Finger Lakes Healthcare System, Canandaigua, New York, USA
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Beatty AE, Richardson JS, Batten SV, Weintraub S, Hogan K, Hotle K. Suicide risk communication and intervention preferences for veterans and service members. Front Public Health 2023; 11:1215925. [PMID: 38074746 PMCID: PMC10703287 DOI: 10.3389/fpubh.2023.1215925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 11/01/2023] [Indexed: 12/18/2023] Open
Abstract
Despite the investment of public resources to fight staggering suicide rates among veterans, we know little about how veterans and service members in crisis communicate suicidal ideations, and what interventions they are willing to receive. We aim to identify communication and suicide intervention preferences of veterans and service members in times of crisis. Descriptive statistics were used to explore veterans communication of suicidal ideations. While 89.9% of participants indicated they were willing to speak to someone when having thoughts of suicide, less than 26% of participants indicated they were willing to bring up their thoughts with a crisis line or veterans organization. Rather, they indicate that family members (62.2%) and military friends (51.1%) would be their primary outreach. Logistic regression was used to determine whether or not preferred interventions varied by participant demographic characteristics. While the majority of participants indicated they were willing to allow intervention (88.6%), no one method was accepted by the majority of the population. The most accepted means of communication was to proactively contact a friend or family member about general life struggles (32.6%) or suicide-specific concerns (27.5%). Many participants were open to receiving resources (42.0%), suicide-specific mental health treatment (36.3%), and some sort of lethal means safety intervention (19.1%-26.4%). The age, marital status, and veterans status of participants significantly impacted what interventions they were willing to allow. We discuss the implications of these findings and the need for evidence-based, multimodal interventions in order to assist veterans in need.
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Affiliation(s)
| | | | | | | | - Karen Hogan
- Veteran Tickets Foundation, Tempe, AZ, United States
| | - Keith Hotle
- Stop Soldier Suicide, Durham, NC, United States
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Baiden P, Onyeaka HK, Aneni K, Wood BM, LaBrenz CA, Hagedorn A, Muoghalu C, Gobodzo EC, Baiden JF, Adeku Y, Mets VE, Brown FA. Racial/ethnic differences in adolescents' non-response to suicide attempt: Findings from the Youth Risk Behavior Survey, 2015-2019. J Psychiatr Res 2023; 166:115-121. [PMID: 37757704 DOI: 10.1016/j.jpsychires.2023.09.015] [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: 01/11/2023] [Revised: 07/13/2023] [Accepted: 09/15/2023] [Indexed: 09/29/2023]
Abstract
Racial/ethnic minority adolescents are at greater risk of attempting suicide compared to their White counterparts. Yet, racial/ethnic minority adolescents are more likely to not respond to questions on suicidal behaviors. The objective of this study was to investigate the association between race/ethnicity and missing response to suicide attempt among adolescents in the United States. Data for this study were obtained the 2015-2019 national Youth Risk Behavior Survey (n = 40,360). The outcome variable investigated in this study was missing response to suicide attempt and the main explanatory variable was race/ethnicity. Two hierarchical binary logistic regression models were fitted to examine the association between race/ethnicity and missing response to suicide attempt. Of the 40,036 adolescents, 13.4% had missing response to suicide attempt. Controlling for the effects of demographic factors and symptoms of depression, adolescents who self-identified as non-Hispanic Black had more than threefold higher odds of having missing response to suicide attempt when compared to their non-Hispanic White counterparts (AOR = 3.62, p < .001, 95% CI = 2.45-5.34). Adolescent males and adolescents questioning their sexual identity had higher odds of having missing response to suicide attempt. Adolescents with depressive symptoms had lower odds of having missing response to suicide attempt. Missing response to suicide attempt among adolescents continues to differ by race/ethnicity and other demographic factors. The use of a single item in assessing suicide attempt history may be inadequate in capturing national estimates of adolescent suicide metrics.
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Affiliation(s)
- Philip Baiden
- The University of Texas at Arlington, School of Social Work, 501 W. Mitchell St., Box 19129, Arlington, TX, 76010, USA.
| | - Henry K Onyeaka
- Harvard Medical School, Department of Psychiatry, Boston, MA, 02115, USA; Massachusetts General Hospital, Department of Psychiatry, Boston, MA, 02115, USA; McLean Hospital, Department of Psychiatry, Boston, MA, 02478, USA
| | | | - Bethany M Wood
- The University of Texas at Arlington, School of Social Work, 501 W. Mitchell St., Box 19129, Arlington, TX, 76010, USA
| | - Catherine A LaBrenz
- The University of Texas at Arlington, School of Social Work, 501 W. Mitchell St., Box 19129, Arlington, TX, 76010, USA
| | - Aaron Hagedorn
- The University of Texas at Arlington, School of Social Work, 501 W. Mitchell St., Box 19129, Arlington, TX, 76010, USA
| | | | | | - John F Baiden
- East Airport International School, P. O. Box KAPM 57, KIA, Accra, Ghana
| | - Yvonne Adeku
- Western University, Department of Sociology, Social Science Centre, Room 5306, London, Ontario, N6A 5C2, Canada
| | - Vera E Mets
- University of Ghana, Legon, Department of Social Work, P. O. Box LG 419, Legon, Accra, Ghana
| | - Fawn A Brown
- The University of Texas at Arlington, Department of Psychology, 501 Nedderman Dr., Box 19528, Arlington, TX, 76019, USA
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