Patterns of Suicidal Risk and Its Relationship with Suicidal Ideation and Attempt: Practice and Policy Implications
Abstract
Despite efforts to prevent suicide, suicide mortality rate has been increasing since 2000. This dissertation examined distinct patterns of suicidal risk based on the interpersonal-psychological theory of suicide (IPTS; Joiner, 2005), and the most critical patterns of suicidal ideation and suicide attempt were explored using latent class analysis. A nationally representative sample of White, Black, Latinx, and Asian adults from the Collaborative Psychiatric Epidemiology Surveys (Alegria et al., 2016) was used. For White adults, five latent classes were identified, and respondents in the All Three with Alcohol/Drug Dependence, All Three without Alcohol/Drug Dependence, and Thwarted Belongingness + Perceived Burdensomeness classes were more likely to demonstrate suicidal ideation and suicide attempt than those in the Only Acquired Capability for Suicide class. For Black adults, six latent classes were identified, and respondents in the All Three with Alcohol/Drug Dependence and All Three without Alcohol/Drug Dependence classes were significantly more likely to attempt suicide than those in the Low Risk class. For Latinx respondents, four latent classes were identified, and respondents in the Thwarted Belongingness + Acquired Capability for Suicide class were significantly more likely to attempt suicide than respondents in the Low Risk class. For Asian respondents, three latent classes were identified, and respondents in Thwarted Belongingness + (Active) Acquired Capability for Suicide class had a significantly higher risk for suicidal ideation and suicide attempt than those in the Low Risk class. Findings of this dissertation supported the major tenets of the IPTS that individuals are at the greatest risk for suicide attempt when thwarted belongingness, perceived burdensomeness, and acquired capability for suicide coexist. In addition, this dissertation found some variations across the four racial/ethnic groups. Findings suggested that clinicians working with people with higher risk for suicide should explore multiple dimensions of suicidal risk, especially clients’ capability for suicide (e.g., past exposure to trauma and pain- and fear-reducing experiences). Suicide-prevention campaigns and trainings need to include exploration of past exposure to trauma, physical violence, and risk-taking behaviors as well as access to means in training sessions so that trainees can better detect people with higher risk of suicide attempt.Description
2019Social Work
University of Maryland, Baltimore
Ph.D.
Keyword
cumulative riskinterpersonal-psychological theory of suicide
LCA
suicidal ideation
suicide attempt
Latent Class Analysis
Risk Factors
Suicidal behavior
Identifier to cite or link to this item
http://hdl.handle.net/10713/9577Related items
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Impact of Undertreatment of Depression on Suicide and Suicide Attempt among Children and Adolescents: A Simulation Study with Microsimulation and Agent-Based ModelsZhang, Chengchen; dosReis, Susan; 0000-0003-3349-8725 (2022)Background: Depression is a strong risk factor for suicide, but undertreatment of depression is common among children and adolescents. The impact of undertreatment of depression on suicidal behaviors in this population is largely unknown due to the limitations of conventional data sources and methods. This dissertation research aims to overcome these challenges by using simulation models to answer two questions: 1) Is undertreatment of depression associated with increased risk of suicidal behaviors? 2) Do interventions that reduce undertreatment of depression lower the risk of suicidal behaviors? Methods: A microsimulation model simulated the 1-year suicide rate and suicide attempt risk with 12-, 36-, 52-week antidepressant treatment and no treatment in children and adolescents with depression. Modified Poisson regression estimated the suicide rate ratios and suicide attempt risk ratios for 12-, 36- and 52-week treatment compared with no treatment. An agent-based model simulated the potential impact of the following interventions in preventing suicide and suicide attempt in a synthetic population of children and adolescents: 1) depression screening (i.e. reducing untreated depression); 2) reducing attrition during depression treatment (i.e., increasing the proportion who complete the first 12 weeks of treatment); 3) suicide intervention (i.e., screen and treat individuals who need suicide care) among depressed individuals; 4) universal suicide intervention in medical settings. Results: Compared with no treatment, 12-, 36- and 52-week antidepressant treatment was significantly associated with decreased suicide rate and risk of suicide attempt. Depression screening could reduce the risk of suicide attempt (-0.64% (95% Credible Interval (CI): -1.13%, -0.11%)) only when 80% untreated depression was reduced. Universal suicide intervention showed a significant decrease in the risk of suicide attempt, which increased with the screened proportion (20%: -0.68% (95% CI: -0.87%, -0.55%), 50%: -1.47% (95% CI: -1.61%, -1.77%), 80%: -2.89% (95% CI: -4.57%, -2.31%). The other interventions did not show a significant effect in reducing the risk of suicide attempt in the population. Conclusion: Antidepressant treatment for at least 12 weeks may reduce risk of suicidal behaviors. Universal suicide intervention in medical care settings may be more effective in reducing suicidal behaviors compared with interventions that reduce undertreatment of depression.