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The measurement of self-reported suicide risk can be complicated in medical settings due to patient apprehension about the potential consequences of self-disclosure. The Suicide Cognitions Scale (SCS) was designed to assess suicide risk by measuring a range of suicidogenic cognitions (e.g., hopelessness, perceived burdensomeness) collectively referred to as the suicidal belief system. The SCS's concurrent, known groups, and prospective validity for suicidal thoughts and behaviors have previously been supported. The present study examined the factor structure, known-groups, and concurrent validity of a revised, 16-item version of the SCS (SCS-R), which removed two items that explicitly used the word "suicide" and changed item scoring from a 1-5 to 0-4 scale, thereby improving the interpretation of scores. In a sample of 2,690 primary care patients presenting for routine medical care at one of six US military clinics, results of bifactor analysis supported the scale's unidimensionality. The SCS-R significantly differentiated participants with a history of suicide attempts and was significantly correlated with frequency of thoughts about death and self-harm during the previous 2 weeks. Results align with earlier research and provide psychometric support for the SCS-R.
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There has been considerable uptake of the Three-Step Theory (3ST) of suicide since its publication in 2015. The 3ST is a concise, evidence-based, and actionable theory that explains suicide in terms of four factors: pain, hopelessness, connection, and capability for suicide. The 3ST has not only been cited in hundreds of scientific papers, but incorporated into continuing education programs, gatekeeper training, and self-help resources. In this context, it is useful to clarify the theory's content and review its scientific support. Thus, the present article describes the 3ST, provides an updated evidence review for each of its premises, and offers several points of clarification so that the claims of the 3ST may be better understood, evaluated, and applied. To date, research (including research on correlates, risk factors, motivations, warning signs, and means-safety interventions) supports the 3ST. At the same time, there are aspects of the theory that are challenging to operationalize and that require further testing.
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Ideación Suicida , Suicidio , Humanos , Motivación , Factores de Riesgo , AutoimagenRESUMEN
PURPOSE: Over 95% of patients who screen positive on the Patient Health Questionnaire-9 (PHQ-9) suicide risk item do not attempt or die by suicide, which could lead to unnecessary treatment and/or misallocation of limited resources. The present study seeks to determine if suicide risk screening can be meaningfully improved to identify the highest-risk patients. METHODS: Patients eligible to receive medical treatment from the US Department of Defense medical system were recruited from 6 military primary care clinics located at 5 military installations around the United States. Patients completed self-report measures including the PHQ-9 and 16 items from the Suicide Cognitions Scale (SCS) during routine primary care clinic visits. Postbaseline suicidal behaviors (suicide attempts, interrupted attempts, and aborted attempts) were assessed by evaluators who were blind to screening results using the Self-Injurious Thoughts and Behaviors Interview. RESULTS: Among 2,744 patients, 13 (0.5%) engaged in suicidal behavior in the 30 days after screening and 28 (1.0%) displayed suicidal behavior in the 90 days after screening. Multiple SCS items differentiated patients with suicidal behavior less than 30 days after screening positive for suicide risk. Augmenting the PHQ-9 suicide risk item with SCS items improved the identification of patients who were most likely to have suicidal behavior within a month of screening positive without sacrificing sensitivity. CONCLUSION: Among primary care patients who screen positive for suicide risk on the PHQ-9, SCS items improved screening efficiency by identifying those patients who are most likely to engage in suicidal behavior within the next 30 days.
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Ideación Suicida , Intento de Suicidio , Humanos , Tamizaje Masivo , Atención Primaria de Salud , Encuestas y Cuestionarios , Estados UnidosRESUMEN
Although ideation-to-action theories of suicide aim to explain the emergence of suicidal behaviors, researchers have primarily focused on the content of underlying mechanisms (i.e., who dies by suicide). Much less attention has focused on the temporal dynamics of suicide risk (i.e., when suicide occurs). The fluid vulnerability theory conceptualizes suicide as an inherently dynamic construct that follows a nonlinear time course. Newer research implicates the existence of multiple nonlinear change processes among suicidal individuals, some of which appear to be associated with the emergence of suicidal behavior. The cusp catastrophe model provides a useful model for conceptualizing these change processes and provides a foundation for explaining a number of poorly understood phenomena including sudden emergence of suicidal behavior without prior suicidal planning. The implications of temporal dynamics for suicide-focused theory, practice, and research are discussed.
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BACKGROUND: Previous research supports the efficacy of the crisis response plan (CRP) for the reduction of suicidal behaviors as compared to treatment as usual (TAU). Patient perspectives and use of the CRP, and their relationship to later suicidal thoughts, remain unknown. METHODS: A secondary analysis of a randomized clinical trial comparing a standard CRP (S-CRP), a CRP enhanced with reasons for living (E-CRP), and TAU in a sample of 97 active-duty U.S. Army personnel was conducted. Participants were asked about their use, perceptions, and recall of each intervention. Generalized estimating equations were used to test the conditional effects of intervention use, perceptions, and recall on severity of suicide ideation during follow-up. RESULTS: Across all treatment groups, over 80% of participants retained their written CRP up to 6 months later, but less than 25% had the written plan in their physical possession at the time of each assessment. Participants in S-CRP and E-CRP were more likely to recall self-management strategies and sources of social support. Participants in TAU were more likely to recall use of professional healthcare services and crisis management services. All three interventions were rated as highly useful. More frequent use of the E-CRP and recall of its components were associated with significantly reduced suicide ideation as compared to TAU. CONCLUSIONS: Both CRPs have high acceptability ratings. The effect of both CRPs on reduced suicide ideation is associated with patient recall of components. More frequent use of the E-CRP is associated with larger reductions in suicide ideation.
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Personal Militar , Automanejo/métodos , Ideación Suicida , Prevención del Suicidio , Adulto , Femenino , Humanos , Masculino , Aceptación de la Atención de Salud , Estados Unidos , Adulto JovenRESUMEN
BACKGROUND: Among members of the National Guard, suicide rates are higher than age and sex matched civilian counterparts. Across many civilian samples, nonsuicidal self-injury has emerged as a particularly strong correlate of suicide risk. The current study describes the prevalence and correlates of NSSI and suicidal thoughts and behaviors among National Guard members. METHODS: Participants were 897 National Guard personnel recruited online who completed study measures anonymously. RESULTS: Approximately 6% of males and 14% of females reported a history of NSSI. Almost one third of the sample reported suicide ideation and 3% of men and 11% of women reported a suicide attempt. NSSI was strongly associated with a history of suicide ideation and attempts. Characteristics of NSSI were similar across men and women. DISCUSSION: Reliable access to effective interventions is essential for National Guard members in light of their risk for suicidal and nonsuicidal self-injurious behavior.
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Personal Militar/psicología , Conducta Autodestructiva/epidemiología , Ideación Suicida , Intento de Suicidio/estadística & datos numéricos , Adolescente , Adulto , Femenino , Humanos , Masculino , Prevalencia , Factores de Riesgo , Estados Unidos/epidemiologíaRESUMEN
Suicidal behavior is a leading cause of death and disability worldwide. Fortunately, recent developments in suicide theory and research promise to meaningfully advance knowledge and prevention. One key development is the ideation-to-action framework, which stipulates that (a) the development of suicidal ideation and (b) the progression from ideation to suicide attempts are distinct phenomena with distinct explanations and predictors. A second key development is a growing body of research distinguishing factors that predict ideation from those that predict suicide attempts. For example, it is becoming clear that depression, hopelessness, most mental disorders, and even impulsivity predict ideation, but these factors struggle to distinguish those who have attempted suicide from those who have only considered suicide. Means restriction is also emerging as a highly effective way to block progression from ideation to attempt. A third key development is the proliferation of theories of suicide that are positioned within the ideation-to-action framework. These include the interpersonal theory, the integrated motivational-volitional model, and the three-step theory. These perspectives can and should inform the next generation of suicide research and prevention.
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Ideación Suicida , Intento de Suicidio/psicología , Suicidio/psicología , Humanos , Intento de Suicidio/prevención & control , Prevención del SuicidioRESUMEN
OBJECTIVE: Mixed evidence for the associations among depression, hopelessness, alcohol problems, and suicidal ideation in college students may be due to the influence of social support. METHOD: A moderated-mediation analysis was conducted to examine relationships among suicide risk factors in 2,034 college students. RESULTS: Social support moderated the relation between depressive symptoms and hopelessness in predicting suicidal thoughts; specifically, the association between depressive symptoms and hopelessness was diminished among those students with high levels of social support. This resulted in attenuated indirect associations between depressive symptoms and suicidal ideation via hopelessness. Alcohol problems were associated with likelihood of experiencing suicidal ideation, but not severity. CONCLUSION: Social support may be a key variable for suicide prevention among college students.
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Consumo de Alcohol en la Universidad/psicología , Depresión/psicología , Esperanza , Apoyo Social , Estudiantes/psicología , Ideación Suicida , Adolescente , Adulto , Depresión/epidemiología , Humanos , Masculino , Estudiantes/estadística & datos numéricos , Universidades , Adulto JovenRESUMEN
OBJECTIVE: Media reporting guidelines exist for suicide-related content; however, no experimental studies have examined the impact of guideline violations. As such, we utilized an experimental design to determine whether reading an article about suicide that violated guidelines would impact mood and suicidality relative to the same article without violations and to an article detailing death by cancer, both immediately and during 1-month follow-up. METHOD: 273 students were randomly assigned to read one of three articles (1) an article that violated suicide reporting guidelines, (2) the same article with violations removed, or (3) an article that details death by cancer. RESULTS: Individuals assigned to read the original suicide article were no more upset immediately afterwards or during 1-month follow-up. Amongst participants with prior ideation, those who read the original article reported a lower likelihood of future attempt relative to either other condition. CONCLUSION: Results indicate some reporting guidelines may be unnecessary. Amongst individuals at risk for suicide, some guideline violations may be associated with a decreased likelihood of future attempt and result in a decrease in negative affect. Clinically, these results highlight the potential utility of exposing clients to in depth educational materials about suicide while mitigating concerns regarding certain aspects of the content.
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Guías como Asunto/normas , Medios de Comunicación de Masas/normas , Suicidio/psicología , Adulto , Muerte , Femenino , Estudios de Seguimiento , Humanos , Masculino , Distribución Aleatoria , Riesgo , Ideación SuicidaRESUMEN
BACKGROUND: Improved understanding of how US service members transition from chronic/baseline to acute suicide risk is warranted. One such model, the Integrated Motivational Volitional Model of Suicide, posits entrapment as central to this process. However, entrapment has not been extensively investigated within military populations. METHODS: This study examines the factor structure, reliability, and predictive validity of the Entrapment Scale (E-Scale) within a military population. Exploratory structural equation modeling (SEM) and confirmatory factor analysis compared one- versus two-factor structures of the E-Scale. Autoregressive SEM assessed if E-Scale scores predicted suicidal ideation and suicide attempt likelihood at 6- and 12-month follow-up, and examined whether the impact of entrapment was moderated by social support (i.e., appraisal, tangible, and belonging). RESULTS: Results favored a two-factor solution (external and internal) of entrapment. The relationship between entrapment and suicide outcomes was moderated by perceived social support but in unexpected directions. Unexpectedly, social support strengthened the relationship between external entrapment and suicide outcomes for most models. Only tangible support moderated the relationship between internal entrapment (IE) and suicide outcomes as predicted. CONCLUSIONS: IE is linked with suicidal ideation in the short-term, whereas external entrapments relationship with suicide outcomes may reflect more persistent social challenges for military members.
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INTRODUCTION: Safety planning type interventions (SPTI's) are brief suicide-specific interventions. Little is known about safety plan use during high-risk periods, and whether safety plan use is influenced by baseline characteristics. This study examined how adolescents recently hospitalized for suicide risk use their safety plans post-discharge, tested moderators of safety plan utilization, and explored the relationship between changes in utilization and changes in suicidal ideation (SI) over time. METHODS: Seventy-eight adolescents hospitalized for suicide risk who participated in a pilot trial of safety planning responded to one survey/day for 4 weeks post-discharge and completed a 1-month assessment. RESULTS: Over 90% of adolescents reported having access to their safety plan during the month post-discharge. Safety plan use and SI declined over time. No baseline characteristics predicted safety plan use in the 4 weeks after discharge, or changes in safety plan use over time. However, the relationship between changes in safety plan use and changes in SI was moderated. For girls, SI and safety plan use rose and fell together; for boys, safety plan use declined regardless of changes in SI. CONCLUSIONS: High-risk adolescents retain and use their safety plans. Results underscore the importance of looking at sex effects on SPTI utilization.
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Alta del Paciente , Intento de Suicidio , Adolescente , Femenino , Humanos , Masculino , Cuidados Posteriores , Hospitalización , Ideación Suicida , Intento de Suicidio/psicología , Proyectos PilotoRESUMEN
BACKGROUND: Approximately half of those who attempt suicide report experiencing suicidal ideation and suicidal planning in advance; others deny these experiences. Some researchers have hypothesized that rapid intensification is due to past suicidal ideation and/or behaviors that are "mentally shelved" but remain available for rapid access later. METHOD: To evaluate this hypothesis, we examined (a) temporal sequencing of suicidal ideation, suicidal planning, and suicidal behavior, and (b) speed of emergence of suicidal behavior in a prospective cohort study of 2744 primary care patients. RESULTS: Of 52 patients reporting suicidal behavior during follow-up, 20 (38.5%) reported suicidal ideation and planning prior to their suicidal behavior, 23 (44.2%) reported suicidal ideation but not planning, and nine (17.3%) denied both suicidal ideation and planning. Over half (n = 30, 57.7%) reported the onset of suicidal ideation and/or planning on the same day as or after their suicidal behavior (i.e., rapid intensification). Rapid intensification was not associated with increased likelihood of reporting recent or past suicidal ideation, planning, or behaviors, suggesting rapid intensification does not depend on prior experience with suicidal ideation and/or behaviors. CONCLUSION: Detecting primary care patients at risk for this form of suicidal behavior may be limited even with universal suicide risk screening.
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Ideación Suicida , Suicidio , Humanos , Intento de Suicidio , Estudios Prospectivos , Atención Primaria de Salud , Factores de RiesgoRESUMEN
OBJECTIVE: The effectiveness of suicide risk screening relative to depression screening alone among primary care patients has not been tested rigorously. This study compared the performance of multiple depression screening methods (Patient Health Questionnaire [PHQ]-2, PHQ-8, and PHQ-9) and multiple suicide risk screening methods (PHQ-9 item 9 and suicide-focused screening of "thoughts of killing yourself" during the entire lifespan, within the past month, and within the past week) in a convenience sample of primary care patients. METHODS: A total of 2,744 patients (military personnel, family members, and retirees) from six military primary care clinics completed the PHQ-9 and screening for suicidal ideation (SI) during routine clinic visits. Follow-up phone interviews were conducted for one year post-baseline to assess the incidence of suicide attempts, the study's primary outcome. Sensitivity, specificity, accuracy, and F1 statistics were calculated for each screening method for identifying patients who attempted suicide. RESULTS: More than 65% of patients who screened positive for SI also screened positive for depression on the PHQ-9. Depression screening with the PHQ-9 correctly identified more patients who attempted suicide during follow-up than the PHQ-2, past week SI, and past month SI. The PHQ-9 correctly identified more patients who attempted suicide within 3 months than lifetime SI, but lifetime SI correctly identified more patients who attempted suicide within 6 and 12 months. CONCLUSION: Depression screening with the PHQ-9 was the most effective strategy for identifying patients who attempted suicide in the near term. Universal suicide risk screening is unlikely to meaningfully improve identification of higher-risk patients beyond PHQ-9 depression screening.
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Depresión , Intento de Suicidio , Humanos , Depresión/diagnóstico , Ideación Suicida , Tamizaje Masivo/métodos , Atención Primaria de SaludRESUMEN
BACKGROUND: Approximately half of patients who attempt or die by suicide screened negative for suicidal ideation during their most recent medical visit. Maladaptive beliefs and schemas can increase cognitive vulnerability to suicidal behavior, even among patients without recent or past suicidal thoughts and behaviors. Assessing these beliefs could improve the detection of patients who will engage in suicidal behavior after screening negative for elevated suicide risk. METHODS: Primary care patients who completed the Patient Health Questionnaire-9 and the Suicide Cognitions Scale-Revised (SCS-R) during routine clinic visits and denied suicidal ideation at baseline (N = 2417) were included in the study sample. Suicidal behaviors during the 12 months after baseline were assessed. Logistic regression analyses examined the association of baseline SCS-R scores with later suicidal behavior. RESULTS: In both univariate and multivariate analyses, SCS-R total scores were associated with significantly increased risk of suicidal behavior within 90, 180, and 365 days post-baseline. Results were unchanged when patients who reported prior suicidal behavior were excluded (N = 2178). In item-level analyses, all 16 SCS-R items significantly differentiated patients with and without follow-up suicidal behavior. LIMITATIONS: Study limitations included missing follow-up data, restriction of sample to U.S. military medical beneficiaries, and inability to assess representativeness of the sample relative to the full primary care population. CONCLUSIONS: SCS-R scores are elevated among patients who attempt suicide after denying both suicidal ideation and prior suicide attempts, suggesting the scale may reflect enduring suicide risk. The SCS-R could enhance suicide risk screening and assessment.
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Ideación Suicida , Intento de Suicidio , Cognición , Humanos , Atención Primaria de Salud , Factores de Riesgo , Intento de Suicidio/psicologíaRESUMEN
BACKGROUND: The relationship between post-traumatic stress disorder (PTSD) and suicidal thoughts and behaviors (STB) has been extensively studied but explanatory mechanisms remain inconclusive. Entrapment is one variable that evinces a mechanistic relationship with PTSD and STB. The current study examined the indirect effect of PTSD screen on suicide ideation (SI), planning, and likelihood of future suicide attempt through internal (IE) and external entrapment (EE), moderated by levels of fearlessness about death (FAD). METHOD: The cross-sectional sample consisted of military service members and civilians recruited from primary care clinics across the United States (N = 2690). RESULTS: Moderated mediation models indicated an indirect relationship between a positive PTSD screen, past-month SI, and past-month suicide planning through IE but not EE at low, moderate, and high levels of FAD. These relationships were replicated for the association between positive PTSD screen and concurrent self-rated likelihood of a future suicide attempt through both IE and EE at moderate and high levels of FAD. CONCLUSIONS: Phenomenological implications are discussed, including IE as a mechanism of action in the PTSD/SI pathway and FAD as necessary to potentiate suicidal planning for those experiencing IE.
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Trastornos por Estrés Postraumático , Estudios Transversales , Humanos , Ideación Suicida , Intento de Suicidio , Estados UnidosRESUMEN
Widespread attempts to implement suicide prevention efforts may be hindered by stigma regarding suicidal thoughts and behaviors (STBs). Despite extensive literature linking general mental health stigma to numerous negative outcomes (i.e., reduced help-seeking), limited research has extended findings to STB-specific stigma. Thus, the present study aimed to examine the association between three types of STB stigma (public, self, and anticipated) and self-disclosure, a specific form of help-seeking for some individuals, among civilians and a population at heightened suicide risk, U.S. veterans. Participants (n = 500) reported a lifetime history of suicidal ideation (n = 253 identified as a U.S. veteran; n = 132 reported being enrolled in Veteran Health Administration [VHA] care) who completed self-report measures about their STB experiences, including stigma and self-disclosure. Results highlighted a significant association between greater self-stigma, as well as greater anticipated stigma, and a reduced likelihood of STB disclosure, among veterans but not civilians. No significant associations as a result of VHA care status were found. Together, findings suggest that individuals' concerns related to STBs and STB disclosure may be grounded in past experiences in the military, and thus highlight the need for prevention efforts that protect against negative consequences related to STB disclosure.
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Suicidio , Veteranos , Revelación , Humanos , Estigma Social , Ideación Suicida , Suicidio/psicología , Veteranos/psicologíaRESUMEN
OBJECTIVES: To describe the characteristics of military personnel and veterans who decline to answer survey items asking about firearm availability at home, and to determine how these characteristics compare to those of military personnel and veterans who answered these items. METHODS: Self-report surveys were administered to 2025 military personnel and veterans visiting a primary care clinic located at five military installations across the United States for a routine visit. Multinomial logistic regression was used to identify factors that distinguished participants with firearms at home, participants without firearms at home, and participants who declined answering. RESULTS: In univariate analyses, participants who selected "refuse to answer" in response to an item asking about firearm access at home did not differ demographically from participants who selected "yes," but were significantly more likely to screen positive for depression and recent thoughts of death or self-harm. These differences were not statistically significant in multivariate analyses, however. Participants who selected "refuse to answer" or "yes" were significantly more likely than participants who selected "no" to be male, white, and previously deployed. CONCLUSIONS: Military personnel and veterans who decline answering firearm-related survey items are indistinguishable from those who report having a firearm at home. Declining to answer firearm-related items is more common among those who screen positive for depression or recent thoughts of death or self-harm, but this association is statistically accounted for by demographic factors (i.e., male gender, white race).
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Armas de Fuego , Personal Militar , Prevención del Suicidio , Veteranos , Depresión/diagnóstico , Depresión/epidemiología , Femenino , Humanos , Masculino , Estados Unidos/epidemiologíaRESUMEN
PURPOSE: Although many youth consider suicide, only a subset act on suicidal thoughts and attempt suicide. The objective of this study was to identify patterns of risk factors that differentiate adolescents who experienced suicidal thoughts from those who attempted suicide. METHODS: This study analyzed data from the 2013, 2015, and 2017 National Youth Risk Behavior Surveys. Classification tree analysis was used to identify combinations of health risk behaviors and demographic factors that improved the identification of past-year suicide attempts among adolescents with past-year suicide ideation or planning (overall n = 7,493). RESULTS: Forty percent of the past-year ideators attempted suicide in the same period. The best-performing tree included three variables and defined four subgroups. Youth characterized by heroin use and past-year physical fights were at a strikingly high risk of being attempters (78%). Youth who had experienced rape were also likely to be attempters (58%), whereas those who had endorsed none of these three variables were relatively less likely to be attempters (29%). Overall, the tree's classification accuracy was modest (area under the curve = .65). CONCLUSIONS: This study advances previous research by identifying notable constellations of risk behaviors that accounted for adolescents' transition from suicidal ideation to behavior. However, even with many health risk behavior variables, a large sample, and a multidimensional analytic approach, the overall classification of suicide attempters among ideators was limited. Implications for future research are discussed.
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Ideación Suicida , Intento de Suicidio , Adolescente , Humanos , Factores de Riesgo , Asunción de RiesgosRESUMEN
Understanding what motivates suicidal behavior is critical to effective prevention and clinical intervention. The Inventory of Motivations for Suicide Attempts (IMSA) is a self-report measure developed to assess a wide variety of potential motivations for suicide. The purpose of this study is to examine the measure's psychometric and descriptive properties in two distinct populations: 1) adult psychiatric inpatients (n = 59) with recent suicide attempts (median of 3 days prior) and 2) community participants assessed online (n = 222) who had attempted suicide a median of 5 years earlier. Findings were very similar across both samples and consistent with initial research on the IMSA in outpatients and undergraduates who had attempted suicide. First, the individual IMSA scales demonstrated good internal reliability and were well represented by a two factor superordinate structure: 1) Internal Motivations and 2) Communication Motivations. Second, in both samples unbearable mental pain and hopelessness were the most common and strongly endorsed motivations, while interpersonal influence was the least endorsed. Finally, motivations were similar in men and women -- a pattern that previous work was not in a position to examine. Taken together with previous work, findings suggest that the nature, structure, and clinical correlates of suicide attempt motivations remain consistent across diverse individuals and situations. The IMSA may serve as a useful tool in both research and clinical contexts to quickly assess individual suicide attempt motivations.
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Motivación , Intento de Suicidio , Adulto , Femenino , Humanos , Masculino , Psicometría , Reproducibilidad de los Resultados , Factores de Riesgo , Ideación SuicidaRESUMEN
OBJECTIVE: Machine learning algorithms in electronic medical records can classify patients by suicide risk, but no research has explored clinicians' perceptions of suicide risk flags generated by these algorithms, which may affect algorithm implementation. The objective of this study was to evaluate clinician perceptions of suicide risk flags. METHODS: Participants (n = 139; 68 with complete data) were mental health clinicians recruited to complete online surveys from October 2018 to April 2019. RESULTS: Most participants preferred to know which features resulted in a patient receiving a suicide flag (94.12%) and reported that knowing those features would influence their treatment (88.24%). Clinicians were more likely to report that some algorithm features (increased thoughts of suicide) would alter their clinical decisions more than others (age, physical health conditions; χ² = 270.84, P < .001). Clinicians were more likely to report that they would create a safety/crisis response plan in response to a suicide risk flag compared to other interventions (χ² = 227.02, P < .001), and 21% reported that they would complete a no-suicide contract following a suicide risk flag. CONCLUSIONS: Clinicians overwhelmingly reported that suicide risk flags in electronic medical records would alter their clinical decision making. However, clinicians' likelihood of acting in response to a suicide risk flag was tied to which features were highlighted rather than the presence of the risk flag alone. Thus, the utility of a suicide risk algorithm will be reduced if clinical features underlying the algorithm are hidden from clinicians or if clinicians do not view the clinical features as intuitively meaningful predictors of suicide risk.