The clinical application of suicide risk assessment: A theory-driven approach

Determining the MMPI-3 SUI scale's cross-sectional and prospective utility in suicide risk assessment

OBJECTIVE

In-depth suicide risk assessments are particularly important to long-term suicide prevention. Broadband measures of psychopathology, such as the Minnesota Multiphasic Personality Inventory (MMPI) instruments, assess suicide risk factors and various mental health comorbidities. With the recent release of the MMPI-3, the Suicidal/Death Ideation (SUI) scale underwent revisions to improve its construct validity and detection of suicide risk factors. Thus, we hypothesized the MMPI-3 SUI scale would demonstrate medium to large associations with suicidal experience and behaviors, future ideation, and interpersonal risk factors of suicide.

METHODS

A sample of 124 college students screened for elevated depressive symptoms completed a brief longitudinal study. Participants completed a baseline session including the MMPI-3 and criterion measures and three brief follow-ups every 2 weeks.

RESULTS

SUI scores were most robustly associated with increased risk for past suicidal ideation, planning, and perceived burdensomeness. Prospectively assessed suicidal ideation was also meaningfully associated with SUI. SUI scale elevations indicate an increased risk of suicide-related risk factors.

CONCLUSION

The MMPI-3 is a valuable tool to inform long-term suicide prevention for those experiencing elevated depressive symptoms as the SUI scale can assess past, current, and future suicide-related risk factors, including suicidal ideation and behaviors.

Suicidal ideation and attempts among Nigerian undergraduates: Exploring the relationships with depression, hopelessness, perceived burdensomeness, and thwarted belongingness

Objective

The study investigated the prevalence of suicidal behavior and its association with depression, hopelessness, perceived burdensomeness, and thwarted belongingness in a sample of undergraduates in Nigeria.

Introduction

Suicide is a leading cause of death among young adults globally. However, information about suicidal ideation, attempts, and relationships with psychiatric factors, perceived burdensomeness, and thwarted belongingness is sparse in Nigeria. The study investigated the prevalence of suicidal ideation and attempts and associated factors in a sample of undergraduates in Nigeria.

Methods

We collected data from a cross-sectional survey of 625 undergraduate students primarily recruited from universities, colleges of education, and polytechnics in Adamawa Central Senatorial Zone, Adamawa State, northeast Nigeria. The Suicidal Behaviors Questionnaire-Revised, the 15-item Interpersonal Needs Questionnaire, the 9-item Patient Health Questionnaire, and the 20-item version of the Beck Hopelessness Scale were administered to the participants. We used descriptive statistics and binary and multivariate logistic regressions for data analysis.

Results

A total of 616 students with a mean age of 21.41 ± 4.72 years completed the study. The prevalence of suicidal behavior was 34.9% (215/616). Having a female sex (adjusted odds ratio [AOR] = 8.37, 95% confidence interval (CI): 2.06, 34.03), depression (AOR = 45.15, 95% CI: 0.95, 5.11), hopelessness (AOR = 20.10, 95% CI: 5.56, 72.41), and perceived burdensomeness (AOR = 89.15, 95% CI: 29.63, 268.30) were associated with suicidal ideation. In addition, being a female (AOR = 1.69, 95% CI = 1.02, 2.83), being a 200-level student (AOR = 3.41, 95% CI = 1.46, 7.96), and being a 300-level student (AOR = 0.28, 95% CI = 0.11, 0.74) were associated with suicidal attempt.

Conclusion

The study's findings show that suicidal behaviors (ideations and attempts) are prevalent among undergraduate students in northeast Nigeria. The findings underline the need for the development of mental health services and early identification and intervention for at-risk young people in Nigeria.

Psychological mechanisms of the development of suicidal ideation: Longitudinal cohort study

INTRODUCTION

This study aimed to investigate the mechanisms of the development of suicidal ideation and its moderating and protective factors. Drawing on the Interpersonal-psychological theory of suicide, we proposed that disruptions to belongingness, in conjunction with tolerance of health risk, may influence the development of suicidal ideation above and beyond psychosocial changes such as disruptions to finances and work.

METHODS

The study involved a longitudinal investigation of an Australian representative sample reporting suicidal ideation fortnightly for 12 weeks between March and June 2020.

RESULTS

The results indicated that participants who reported higher levels of belongingness, mastery, and intolerance of health risk were less likely to experience suicidal ideation and had lower severity of suicidal ideation. Mastery significantly strengthened the negative link between belongingness and the incidence of suicidal ideation, while agreeableness significantly strengthened the negative link between belongingness and the severity of suicidal ideation over time.

CONCLUSION

The findings suggest that supporting effective social connectedness during times of isolation and promoting self-efficacy, mastery, and regulation of risk tolerance, may be crucial for suicide prevention and therapeutic intervention.

A Psychometric Evaluation of the Interpersonal Hopelessness Scale Among Individuals With Elevated Suicide Risk

The interpersonal theory of suicide hypothesizes that suicide ideation (SI) emerges specifically in the context of hopelessness about the immutability of thwarted belongingness (TB) and perceived burdensomeness (PB; i.e., interpersonal hopelessness). The psychometrics of the Interpersonal Hopelessness Scale (IHS), which could be used to test this hypothesis directly, have not been rigorously evaluated. Participants (U.S. adults reporting past-year SI) completed online self-report assessments at Waves 1 (W1; N = 595) and 2 (W2; N = 215), 1 week apart. Confirmatory factor analyses supported a two-factor structure, IHS-TB and IHS-PB. Correlations indicated strong concurrent validity. Hurdle negative binomial regressions indicated that W1 IHS-TB and IHS-PB scores were associated with SI presence and severity at both waves, but this was inconsistent when adjusting for other W1 variables. IHS-TB and IHS-PB demonstrated excellent internal consistency and moderate to good test-retest reliability. The IHS could improve theory testing and suicide risk assessment and management.

Clinically Significant Scores for Thwarted Belonging and Perceived Burden from the Interpersonal Needs Questionnaire (INQ-15)

Background: Social disconnection is associated with all-cause mortality and suicide. Measures of social disconnection with reliable cut-off scores are needed to aid in the assessment of clinically significant change. Aims: The current study sought to identify reliable clinical cut-off scores for the 15-item Interpersonal Needs Questionnaire (INQ-15), which assesses two indices of social disconnection associated with suicide ideation - thwarted belonging (TB) and perceived burden (PB) on others. Methods: The INQ-15 and measures of suicide ideation were administered to psychiatric outpatients (Nsample1 = 493; Nsample2 = 213) and psychiatric inpatients (Nsample3 = 79; Nsample4 = 87). Results: Reliable cut-off scores discriminating between the presence and absence of suicide ideation were identified across samples (TB ≥ 36 for psychiatric outpatients and ≥ 32 for inpatients; PB ≥ 12 for both psychiatric outpatients and inpatients). Limitations: Data are cross-sectional; thus, conclusions cannot be made about the predictive utility of INQ scores for future suicide ideation, attempts, or death. Conclusions: The INQ-15 yields scores with reliable cut-off scores for both TB and PB that represent clinically significant levels of social disconnection. These cut-off scores can be used in treatment trials and clinical practice to assess clinical improvement (or decline) in belonging and perceived burden.

Association between perceived social support and suicide ideation distress among psychiatric inpatients: The role of thwarted interpersonal needs

INTRODUCTION

The interpersonal theory of suicide posits that thwarted belongingness (TB) and perceived burdensomeness (PB) are proximal risk factors for suicide ideation; however, there are mixed results regarding this hypothesis among psychiatric inpatients.

OBJECTIVE

The current study examined the mediating role of TB and PB in the relationship between perceived social support (i.e., support from family, friends, a significant other, and total) and suicide ideation distress among psychiatric inpatients.

METHODS

Participants (short-term psychiatric inpatients; N = 139) were administered self-report assessments cross-sectionally.

RESULTS

Nonparametric mediation results indicated that the total (additive) indirect effects of TB and PB, in parallel, were significant in all models, yet there were only significant specific (unique) indirect effects of PB.

CONCLUSION

TB and PB, in combination, may be proximal risk factors for suicide ideation distress among psychiatric inpatients with lower perceived social support from family, friends, a significant other, and in total. These findings are congruent with the interpersonal theory of suicide's propositions that the combination of TB and PB increases the risk for suicide ideation. Clinicians may consider using interventions that target increasing perceived social support and decreasing TB and PB (i.e., cognitive behavioral therapy and social skills training) for this population.

Examining the relationship between dysmorphia symptoms and suicidality through the lens of the Interpersonal Theory of Suicide

OBJECTIVE

Using the Interpersonal Theory of Suicide (IPTS) as a framework, this two-study investigation tested whether burdensomeness and low belongingness explained the association between body and muscle dysmorphia symptoms and suicidal ideation (tested in Study 1 and Study 2), and if fearlessness about death and pain tolerance explained the association between dysmorphia symptoms and previous suicide attempt frequency (tested in Study 2).

METHODS

Study 1 used a community sample (n = 273) and Study 2 used an at-risk population sample (n = 261). Participants completed cross-sectional questionnaires online.

RESULTS

In Study 1, both types of dysmorphic symptoms related to suicidal ideation through burdensomeness, but only body dysmorphic symptoms related to suicidal ideation through low belongingness. In Study 2, results were replicated as both types of dysmorphic symptoms related to suicidal ideation through burdensomeness. While both types of symptoms related to low belonging, low belonging did not relate to suicidal ideation. Neither dysmorphic symptoms nor capability for suicide related to frequency of suicide attempts.

CONCLUSIONS

Results suggest that improving interpersonal needs, such as feeling more effective, may be important treatment targets for individuals with dysmorphic symptoms who also experience suicidal ideation. Future work should continue to identify mediators for suicide attempts among individuals with dysmorphia symptoms.

Pet Attachment and the Interpersonal Theory of Suicide

Background: Pet ownership is often assumed to have mental health benefits, but the effect of pets on suicide risk has a scant literature. Aims: Using the interpersonal theory of suicide, we examined the relationships between perceived burdensomeness (PB), thwarted belongingness (TB), overall attachment to one's pet, pet attachment avoidance or anxiety, and suicide risk. The following three hypotheses were investigated: (1) Higher attachment would be indirectly associated with lower suicide risk via lower TB and lower PB; (2) attachment would be associated with higher suicide risk, as conditioned on attachment avoidance/anxiety; and (3) attachment avoidance/anxiety would be associated with higher suicide risk via higher TB/PB. Method: Undergraduates (N = 187) completed surveys, and indirect effect and conditional effect analyses were utilized. Results: Overall attachment was associated with lower PB, which was associated with lower suicide risk. The relationship between overall attachment and suicide risk was not conditional upon attachment anxiety/avoidance. Attachment avoidance was associated with increased levels of TB, which was associated with increased suicide risk. Attachment anxiety was associated with increased suicide risk via TB and PB. Limitations: We used a university sample that had limited access to pets. Conclusions: Findings suggest that pet ownership may provide mixed associations with suicide risk.

Assessing the clinical utility of MMPI-2-RF interpersonal theory of suicide proxy indices in psychiatric hospitalization setting

INTRODUCTION

The Minnesota Multiphasic Personality Inventory-2-Restructured Form (MMPI-2-RF Ben-Porath & Tellegen, 2008/2011) has been applied to suicide risk assessment through derived proxy indices of perceived burdensomeness, thwarted belongingness, and the acquired capability for suicide (Anestis et al., 2018, Joiner, 2005). However, limited research has examined the clinical utility of these proxy indices outside the outpatient setting. This study examined the performance of these proxy indices in identifying past-month suicide ideation intensity and attempts upon admission to a psychiatric inpatient program and changes in suicidal ideation intensity at discharge. We expected these indices and their interaction would be associated with suicide ideation intensity and attempts at baseline and with a lack of significant improvement in suicide ideation intensity at discharge, including when controlling for MMPI-2-RF Suicide/Death Ideation (SUI) scale scores.

METHOD

Participants were 1007 patients in a private inpatient psychiatric hospital in the southwestern United States, 968 of whom completed study measures at admission and discharge. Participants were administered the C-SSRS and MMPI-2-RF upon admission, while the C-SSRS was administered again prior to discharge. A series of moderation analyses were conducted to examine the main and interaction effects of the MMPI-2-RF derived proxy indices on suicidal ideation intensity and suicide attempts at admission. Logistic regression analyses were conducted to examine whether MMPI-2-RF proxy index scores at admission were associated with changes in suicidal ideation intensity at discharge.

RESULTS

Neither the proxy indices nor their interaction was associated with all study outcomes. The acquired capability for suicide proxy index and its interaction with other indices were not associated with suicide attempt status at admission. However, high thwarted belongingness proxy index scores were associated with greater suicidal ideation intensity at admission; high perceived burdensomeness proxy index scores were indicative of a lack of significant change in suicide ideation intensity at discharge.

CONCLUSION

These results indicate a need to further examine these proxy indices in high acuity samples.

The relevance of the interpersonal theory of suicide for predicting past-year and lifetime suicidality in autistic adults

Background

While there are known risk factors for suicidality in autistic adults, these are often unconnected from theoretical frameworks that might explain why risk is elevated and guide clinical interventions. The present study investigated the relevance of constructs from the Interpersonal Theory of Suicide (ITS), including perceived burdensomeness, thwarted belongingness and acquired capability for suicide, and explored mechanisms through which certain risk factors (relationship status, age at diagnosis) might elevate suicide risk.

Methods

Autistic adults (n = 314) completed an online study including measures of depression, anxiety and constructs from the ITS. Linear and multinomial regression analysis disentangled contributions of ITS variables from effects of depression and anxiety for past-year suicide ideation, past-year and lifetime suicide attempts. Mediation analyses examined associations between risk factors and these suicide outcomes via mechanisms proposed by the ITS.

Results

Past-year suicide ideation was associated with burdensomeness, mental rehearsal of suicide plans (a facet of acquired capability), and depression. Greater feelings of burdensomeness, and reduced fear of death, marked out participants who had attempted suicide in comparison to those who had experienced suicide ideation in the past year. Relationship status was indirectly associated with past-year suicide ideation via the mediators of depression and burdensomeness, and was associated with past-year attempts via its effect on ideation. Age at diagnosis was unrelated to any variables.

Limitations

Cross-sectional research is insensitive to causality and temporal dynamics, which is likely why interaction hypotheses from the ITS were unsupported. Normative measures may be invalid in autistic samples. There was no control group. The autistic sample was unrepresentative of the whole population, particularly autistic people with intellectual disabilities, ethnic/racial minorities, and gender minorities.

Conclusions

Perceived burdensomeness and acquired capability appear potentially important to suicide in autistic people, and may mediate the effects of some risk factors. Future research should explore the temporal dynamics of suicide trajectories in longitudinal, prospective designs.

Supplementary Information

The online version contains supplementary material available at 10.1186/s13229-022-00495-5.

Interpersonal Risk Factors, Sexual and Gender Minority Status, and Suicidal Ideation: Is BDSM Disclosure Protective?

Suicidal ideation is elevated among individuals who engage in BDSM practices and those with sexual and gender minority (SGM) identities. There is limited research on the intersectionality of these identities and how they relate to suicidal ideation, especially within a theoretical framework of suicide risk, such as the interpersonal theory of suicide. Thus, we tested the indirect relation between BDSM disclosure and suicidal ideation through thwarted belongingness and perceived burdensomeness, as well as the moderating role of SGM identity on these indirect associations. Participants were 125 (M_age = 28.27 years; 64% cisgender men) individuals recruited via online BDSM-related forums who endorsed BDSM involvement and recent suicidal ideation. Results indicated significant moderated mediation, such that BDSM disclosure was indirectly negatively related to suicidal ideation through lower thwarted belongingness, but not perceived burdensomeness, among SGM individuals. This was due to the significant relation between BDSM disclosure and thwarted belongingness. There were no significant moderated mediation or indirect effects related to perceived burdensomeness. We also provide supplemental analyses with positive ideation (i.e., positive thoughts toward life) as the criterion variable. In conclusion, BDSM disclosure appears to be protective against suicidal ideation through thwarted belongingness but only for SGM individuals. This work furthers our understanding of the impact of intersecting marginalized identities on suicide risk and resilience. Implications, limitations, and future directions are further discussed.

Suicide Ideation and Thwarted Interpersonal Needs among Psychiatric Inpatients: A Network Approach

We aimed to demonstrate the utility of an item-level network analysis approach to suicide risk by testing the interpersonal psychological theory of suicide (IPTS) among 402 psychiatric inpatients. We hypothesized specific thwarted belongingness (TB) or perceived burdensomeness (PB; Interpersonal Needs Questionnaire items) facets would positively relate to passive or active suicide ideation, and these facets would positively relate to each other and form distinct clusters. We also tested TB and PB facets central to the networks as predictors of suicide ideation compared to the full TB and PB subscales. Face-valid items congruent with latent constructs proposed by the IPTS (i.e., feelings of burden on society, feeling that one does not belong) were the only two facets uniquely predictive of passive and active suicide ideation. Facets of TB and PB did not form distinct clusters. Item-level network analysis may have important conceptual, assessment, predictive, and clinical implications for understanding suicide risk.

Psychometric Properties of the Interpersonal Needs Questionnaire-15 in Spanish Adolescents

BACKGROUND

Thwarted Belongingness (TB) and Perceived Burdensomeness (PB) are considered risk factors of suicide behavior in the Interpersonal Theory of Suicide and constitute the main factors of the Interpersonal Needs Questionnaire-INQ.

AIMS

The present study analyzes the internal consistency, construct validity, and invariance across sex and age of the INQ-15, which comprises two subscales, in a sample of Spanish community adolescents.

METHODS

Participants were 1,536 adolescents from 12 to 19 years old. The INQ-15, the total number of non-suicidal self-injuries (NSSI), the Hopelessness Scale, and the Purpose in Life Test-Adolescents (PIL-A) were used.

RESULTS

The INQ-15 showed good internal consistency for TB ( ω ¯ = 0.88) and PB ( ω ¯ = 0.78) subscales and construct and concurrent/discriminant validity in the whole sample. Both the PB and TB subscales showed a good fit { S B χ 2 ( 9 ) = 6.448, p = 0.694, CFI = 1.000, RMSEA = 0.000 [90% CI (0.000, 0.022)] and S B χ 2 ( 27 ) = 248.973, p = 0.000, CFI = 0.922, RMSEA = 0.073 [90% CI (0.065, 0.082)]}, respectively. Regarding the invariance analyses, we found (1) non-invariance in the PB subscale across sex groups and metric, scalar, and stric invariance across age groups, and (2) that it was not possible to perform the invariance analysis for the TB subscale across both sex and age because the fit was not adequate for both boys and 12-15 years old groups. Positive and significant relationships were found between the INQ-15 subscales and hopelessness and NSSI frequency, and negative and significant correlations with meaning in life.

CONCLUSIONS

The INQ-15 is a valid instrument for assessing TB and PB in Spanish adolescents. Future studies should analyze the invariance of this instrument in adolescents across sex and age.

Interpersonal Trauma and Suicide Ideation: The Indirect Effects of Depressive Symptoms, Thwarted Belongingness, and Perceived Burden

Suicide risk is elevated among college-aged students and individuals exposed to cumulative interpersonal trauma. This study used the interpersonal theory of suicide as a framework to test the relation between cumulative interpersonal trauma and suicide ideation through the indirect effects of cumulative interpersonal trauma via depression, thwarted belongingness (TB), and perceived burdensomeness (PB), in serial. Participants were 261 college students who endorsed prior trauma and completed cross-sectional study measures online. An atemporal serial mediation model indicated that cumulative interpersonal trauma significantly and indirectly related to suicide ideation through depressive symptoms, TB, and PB. The relation between cumulative interpersonal trauma and suicide ideation was explained by greater depressive symptoms, TB, and PB, in serial. Therefore, depressive symptoms, TB, and PB may be important modifiable clinical targets for college students with a history of cumulative interpersonal trauma.

The moderating role of pessimism in the association between retrospective relational peer victimization, interpersonal risk factors, and suicide ideation

Peer victimization (PV) is a serious concern for youth and is associated with subsequent suicide ideation in young adulthood. The interpersonal theory of suicide may provide a framework for understanding suicide ideation in this population. Specifically, thwarted belongingness (TB) and perceived burdensomeness (PB) have been significantly associated with suicide ideation among young adults with a history of peer victimization. Additionally, the personality trait of pessimism is associated with elevated suicide ideation. Thus, this study tested the association between self-reported frequency of retrospective relational (i.e., verbal and indirect) PV in primary and secondary school, thwarted interpersonal needs (TB and PB), and current suicide ideation, as well as how these relations may vary based on current pessimism. Participants were 330 undergraduate students. Nonparametric bootstrap moderated mediation procedures were used to test hypotheses. Results indicated significant indirect effects of frequency of retrospective relational PV and suicide ideation through PB and TB. Contrary to predictions, results did not indicate significant moderated mediation; however, the association between PB and suicide ideation was stronger at lower pessimism levels. We also provide supplemental analysis with optimism as the moderator. These findings suggest that clinicians may consider targeting TB, PB, as well as pessimism and optimism among those with a history of relational PV when assessing and intervening on current suicide ideation. Implications, limitations, and future directions are further discussed.

Psychometric Properties of Interpersonal Needs Questionnaire-15 for Predicting Suicidal Ideation among Migrant Industrial Workers in China

OBJECTIVE

Interpersonal theories of suicide suggest that the Interpersonal Needs Questionnaire (INQ) can be used to measure suicidal ideation, but few studies have focused on migrant people, a group with a high prevalence of suicidal ideation. The aim of this study was to validate the psychometric properties of the INQ-15 and its prediction of suicidal ideation among migrant industrial workers in China.

METHOD

A stratified multi-stage sample of 2023 industrial workers was recruited from 16 factories in Shenzhen, China. There were 1805 nonlocal workers, which we defined as migrant workers with a mean age of 32.50 ± 8.43 years old who were 67.3% male. The structure of the Chinese version of the INQ-15 and its correlation and predictive utility for suicidal ideation were examined through factor analysis, the Item Response Theory, the M2 test, logistic regression, and receiver operating characteristic (ROC) analysis.

RESULTS

Different from studies among various samples in which a two-factor solution is identified, results within this sample indicated three factors: perceived burdensomeness, thwarted belongingness, and social isolation. The model fit statistics of three-factor INQ were 0.075 for RMSEA, 0.945 for CFI, 0.932 for TLI, and 0.067 for SRMR. The model standard estimated factor loadings ranged from 0.366 to 0.869. The summed scores of INQ and perceived burdensomeness predicted suicidal ideation after controlling for sociodemographic characteristics such as age, gender, and income with AUC of 0.733 (95% CI: 0.712/0.754) and 0.786 (95% CI: 0.766/0.804). In the meantime, the comparison of the predictive ability between INQ total scores and PB scores was significant with p < 0.05.

CONCLUSION

The INQ has good psychometric properties and can be used to assess how migrant workers living in the Shenzhen perceive meeting interpersonal psychological needs and shows good predictive ability of suicidal ideation. Perceived burdensomeness appears to play a role in suicide and may be a point of intervention, yet the notable deviation from previous findings and the relative weakness of two of the other factors warrant further study.

Using categorical data analyses in suicide research: Considering clinical utility and practicality

OBJECTIVE

Categorical data analysis is relevant to suicide risk and prevention research that focuses on discrete outcomes (e.g., suicide attempt status). Unfortunately, results from these analyses are often misinterpreted and not presented in a clinically tangible manner. We aimed to address these issues and highlight the relevance and utility of categorical methods in suicide research and clinical assessment. Additionally, we introduce relevant basic machine learning methods concepts and address the distinct utility of the current methods.

METHOD

We review relevant background concepts and pertinent issues with references to helpful resources. We also provide non-technical descriptions and tutorials of how to convey categorical statistical results (logistic regression, receiver operating characteristic [ROC] curves, area under the curve [AUC] statistics, clinical cutoff scores) for clinical context and more intuitive use.

RESULTS

We provide comprehensive examples, using simulated data, and interpret results. We also note important considerations for conducting and interpreting these analyses. We provide a walk-through demonstrating how to convert logistic regression estimates into predicted probability values, which is accompanied by Appendices demonstrating how to produce publication-ready figures in R and Microsoft Excel.

CONCLUSION

Improving the translation of statistical estimates to practical, clinically tangible information may narrow the divide between research and clinical practice.

Causal inference in suicide research: When you should (and should not!) control for extraneous variables

OBJECTIVE

Although causal inference is often straightforward in experimental contexts, few research questions in suicide are amenable to experimental manipulation and randomized control. Instead, suicide prevention specialists must rely on observational data and statistical control of confounding variables to make effective causal inferences. We provide a brief summary of recent covariate practice and a tutorial on casual inference tools for covariate selection in suicide research.

METHOD

We provide an introduction to modern causal inference tools, suggestions for statistical control selection, and demonstrations using simulated data.

RESULTS

Statistical controls are often mistakenly selected due to their significant correlation with other study variables, their consistency with previous research, or no explicit reason at all. We clarify what it means to control for a variable and when controlling for the wrong covariates systematically distorts results. We describe directed acyclic graphs (DAGs) and tools for identifying the right choice of covariates. Finally, we provide four best practices for integrating causal inference tools in future studies.

CONCLUSION

The use of causal model tools, such as DAGs, allows researchers to carefully and thoughtfully select statistical controls and avoid presenting distorted findings; however, limitations of this approach are discussed.

Suicide-related interpersonal needs of young Iranian people: A preliminary validation of thwarted belongingness and perceived burdensomeness constructs

The aim of the current study was to validate the Interpersonal Needs Questionnaire (INQ-15) and to test its reliability in Persian-speaking Iranian undergraduate students. In this cross-sectional study, 485 undergraduate students (age: 20.66 ± 1.42, 60% female) were assessed on the two subscales of perceived burdensomeness (PB) and thwarted belongingness (TB) and the Suicide Behavior Questionnaire-Revised (SBQ-R). Exploratory structural equation modelling (ESEM) confirmed the construct validity of INQ-14, excluding INQ#9. In addition, INQ#8, articulated in an equivalent Persian phrasing, loaded well on TB. The measurement model tested by confirmatory factor analysis (CFA) suggested INQ#11 to be eliminated, resulting in INQ-13-P to consist of PB and TB-7. The internal consistency and convergent/discriminant validity were established. The concurrent validity of PB was solidly established in terms of past year suicidal ideation (PY-SI) above and beyond anxiety, depression, prior suicidality, and TB-7. The effect of PB on PY-SI was stronger, where prior suicidality had already occurred or the perceived likelihood of future suicide (PLFS) was high. Moreover, TB-7 could only indicate PY-SI, where prior suicidality had already occurred or PLFS was high, albeit when PB was omitted. The interaction term was significant; however, beyond anxiety and depression, the effect of TB-7 on PY-SI was significant where PB was very high (n = 40, 8.25%). Therefore, future studies can utilize INQ-13-P as a valid and reliable instrument in Persian-speaking populations. However, further studies should examine the construct validity of TB and its relationship with suicide ideation in different populations.

A comparison of criminogenic risk factors and psychiatric symptomatology between psychiatric inpatients with and without criminal justice involvement

OBJECTIVE

Research suggests distinct criminal risk factors, not mental illness, are more strongly associated with most criminal behaviors. This notion has been supported among inpatient persons with mental illness (PMI) when examining antisocial cognitions; however, other key criminogenic risk factors (the Big Four and Central Eight risk factors) have not been examined among psychiatric inpatient PMI.

HYPOTHESES

We hypothesized that criminal justice (CJ)-involved PMI would endorse significantly greater criminogenic risk compared to non-CJ-involved PMI and that these risk factors would significantly and accurately identify whether PMI had CJ involvement. Additionally, we hypothesized that PMI with and without a history of CJ involvement would not significantly differ on their reported psychiatric symptomatology.

METHOD

We examined all Central Eight criminal risk factors and psychiatric symptomatology among psychiatric inpatient PMI (N = 142) with (n = 74) and without (n = 68) CJ involvement histories.

RESULTS

Multivariate analysis of variance and discriminant function analysis indicated significant differences between the Big Four and Central Eight criminal risk factors when classifying CJ and non-CJ groups. The Big Four risk factors correctly classified 85.9% of participants, and the Central Eight correctly classified 99.3% of participants into CJ and non-CJ groups; however, psychiatric symptoms only correctly classified 57.7% of participants into CJ and non-CJ groups.

CONCLUSIONS

Criminal risk factors appear to be more strongly associated with CJ involvement among PMI than psychiatric symptomatology; therefore, psychotherapeutic intervention on criminal risk factors, not only mental illness, may decrease criminal recidivism among CJ-involved PMI. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Lifetime History of Suicide Attempts among Not Guilty by Reason of Insanity State Hospital Inpatients: The Roles of past Harmful Substance Use and Current Social Support

This study tested current perceived social support (CPSS) as a moderator of the relation between previous substance use (PSU) and lifetime suicide attempt (SA) history among 200 NGRI inpatients. Results indicated no significant CPSS main effect. PSU was associated with greater odds of multiple prior lifetime SA. Moderation indicated those low in PSU but high in CPSS were least likely to report multiple prior lifetime SA. Conversely, NGRI inpatients with high CPSS and high PSU were most likely to report multiple lifetime SA. Our study suggests CPSS and PSU assessments may inform suicide risk assessments and interventions among NGRI inpatients.

The Interpersonal Needs Questionnaire: Statistical Considerations for Improved Clinical Application

The interpersonal theory of suicide (ITS) has accumulated empirical support; however, less research has investigated the clinical utility of ITS constructs in suicide risk assessment. The current study sought to increase the clinical utility of the Interpersonal Needs Questionnaire (INQ), an assessment of thwarted belongingness (TB) and perceived burdensomeness (PB), among 318 adult psychiatric outpatients while considering statistical methodology (i.e., multicollinearity and partialling). Results emphasized PB in the prediction of concurrent desire for death/suicide when TB was simultaneously considered. The interaction between TB and PB did not enhance prediction of concurrent desire for death/suicide. Independently, PB was a stronger predictor than TB of concurrent desire for death/suicide in the total sample and gender subsamples. Estimated probabilities of concurrent desire for death/suicide across INQ scores and preliminary INQ clinical cutoff scores are provided to enhance clinical application. These findings suggest the INQ could provide valuable information for suicide risk assessment and conceptualization.

Assessing the Clinical Utility of the MMPI-2-RF in Detecting Suicidal Ideation in a High Acuity, Partially-Hospitalized Veteran Sample

The Minnesota Multiphasic Personality Inventory-2-Restructured Form (MMPI-2-RF; Ben-Porath & Tellegen, 2008/2011) has demonstrated utility in suicide risk assessment. Limited research with the MMPI-2-RF in higher acuity populations exists, particularly regarding the impact of possible underreporting on prediction of suicide risk. The current study serves to extend previous findings of the utility of clinically indicated MMPI-2-RF scales and proxy indices in 293 veterans (83.62% White, 85.32% male, and 74.40% with past-week suicide ideation) enrolled in a Veterans Affairs Medical Center partial psychiatric hospitalization program. Differences in self-report indicators and MMPI-2-RF scales and proxy indices relevant in assessing suicide ideation between veterans indicated as possibly underreporting and those who were not and the ability of the scales and proxy indices to predict current suicide ideation were examined. These indicators, scales, and proxy indices, with the exception of SUI, were significantly impacted by underreporting, and none of the examined scales or proxy indices (or their interaction) were consistently associated with self-reported suicide ideation after accounting for SUI. However, SUI was consistently associated with suicide ideation and was less influenced by under-reporting. In acutely ill psychiatric patients, SUI may be the most robust indicator of current suicide ideation.

Characterizing the phenomenology of passive suicidal ideation: a systematic review and meta-analysis of its prevalence, psychiatric comorbidity, correlates, and comparisons with active suicidal ideation

BACKGROUND

Compared to active ideation, passive ideation remains relatively understudied and its clinical importance poorly defined. The weight that should be accorded passive ideation in clinical risk assessment is therefore unclear.

METHODS

We conducted a systematic review and meta-analysis of the prevalence of passive ideation, its psychiatric comorbidity, associated sociodemographic characteristics, as well as psychological and environmental correlates. For reference, pooled effects were also calculated for direct comparisons of passive and active ideation with respect to potential correlates. Relevant articles published since inception to 9 September 2019 were identified through a systematic search of MEDLINE and PsycINFO.

RESULTS

A total of 86 studies were included in this review. The prevalence of passive ideation was high across sample types, ranging from 5.8% for 1-year prevalence to 10.6% for lifetime prevalence in the general population. Passive ideation was strongly associated with sexual minority status, psychiatric comorbidity, psychological characteristics implicated in risk, and suicide attempts. Preliminary evidence exists for a large association with suicide deaths. The effect sizes for individual correlates of passive and active ideation were largely equivalent and mostly non-significant in head-to-head comparisons.

CONCLUSIONS

Passive ideation is a prevalent clinical phenomenon associated with significant psychiatric comorbidity. Current evidence also suggests notable similarities exist between passive and active ideation in terms of psychiatric comorbidity and psychological and other characteristics traditionally associated with risk.

Initial Validation of the Suicide Competency Assessment Form among Behavioral Health Staff in the National Health Services Trust

The Suicide Competency Assessment Form (SCAF) provides a framework for suicide prevention skills training. This study assessed SCAF psychometric properties in a sample of behavioral health staff. A cross-sectional survey of National Health Services (NHS) staff from varying disciplines (N = 170) was conducted. The SCAF yielded a 1-factor structure with high internal consistency. Nursing assistants reported lower SCAF scores compared to other professionals. SCAF scores demonstrated positive associations with prior suicide prevention training, job enthusiasm, and several suicide/self-injury prevention outcome expectations (i.e., optimism working with self-harming patients and perceived ability to help self-harming patients). SCAF scores further demonstrated incremental validity in the form of multivariate model associations with suicide/self-injury prevention outcome expectations. Improved job satisfaction mediated the pathway from SCAF scores to perceived ability to help self-harming patients. The SCAF can be utilized in suicide prevention training and clinical supervision.

Thwarted Interpersonal Needs and Suicide Ideation Distress Among Psychiatric Inpatients: The Moderating Role of Criminal Associates

Psychiatric inpatients are at elevated risk of suicide, and approximately half are criminal justice-involved. Their involvement with criminal associates may be linked to increased suicide ideation distress; however, this has not been examined. This study tested main effects of, and interactions between, thwarted belongingness (TB) or perceived burdensomeness (PB), time spent with associates, and associates' criminal involvement predicting suicide ideation distress. In our study, psychiatric inpatients (n = 139) completed assessments cross-sectionally. Results indicated that TB, PB, and associates' criminal involvement were significantly related to greater suicide ideation distress. A significant three-way interaction indicated participants who endorsed high TB, spent more time with associates, and had associates high in criminal involvement had the greatest probability of "Extreme" suicide ideation distress. These findings suggest that spending time with criminal associates may increase suicide ideation distress more than not having social interactions. Implications and limitations of this study are discussed.

Characteristics of Lifeline, Crisis Line, Service Users Who Have Died by Suicide

OBJECTIVE

Despite their widespread use, there is limited evidence on whether crisis lines are effective, how to identify callers at risk or the best ways of supporting callers to prevent suicide. This study compared the features of callers and call patterns in service users who had died by suicide with those who were currently alive from 2008 to 2011.

METHODS

Using information contained on Contact's (Northern Ireland's "Lifeline" service) Client Information Management System (CIMS), 118 deaths by suicide from 2008 to 2011 were compared with a matched control group (matched on age, gender, and main presenting issue on first contact) who had not died by suicide.

RESULTS

Clients who had "check-in" calls were significantly less likely to die by suicide. Those with a substance dependency or those who had made a prior suicide attempt were significantly more likely to die by suicide. Duration of service access had a negative association with suicide risk.

CONCLUSIONS

"Check-in" calls are an important part of the service. Information on previous suicide attempts and substance dependency may be useful in identifying callers who may benefit from proactive support and outreach. Wider interventions are needed to promote service user follow-up and to encourage longer term engagement with the service.

Rejection sensitivity and suicide ideation among psychiatric inpatients: An integration of two theoretical models

Rejection is a direct threat to an individual's need to belong that has serious consequences for mental health. Rejection sensitivity may explain why some individuals are more likely to perceive rejection in social situations and experience subsequent psychological distress. The current study examined suicide ideation among psychiatric inpatients (N = 103) through the lenses of the rejection sensitivity model and the interpersonal theory of suicide. We hypothesized that rejection sensitivity would be indirectly associated with suicide ideation (i.e., a cognitive-affective reaction to social rejection) through greater perceptions of rejection (i.e., thwarted belongingness and perceived burdensomeness, constructs from the interpersonal theory of suicide), in parallel. Results from bootstrapped parallel mediation regression procedures indicated that the relation between rejection sensitivity and suicide ideation was significantly indirectly associated through the additive effect of thwarted belongingness and perceived burdensomeness, such that greater rejection sensitivity was associated with greater thwarted belongingness and perceived burdensomeness and subsequently greater suicide ideation. Further, rejection sensitivity was significantly indirectly associated with suicide ideation independently through thwarted belongingness, but not perceived burdensomeness. These findings provide support for the rejection sensitivity model and the interpersonal theory of suicide in an effort to advance our conceptualization of suicide risk among psychiatric inpatients.

INQ-15 cut-off scores for suicidal ideation screening of women with chronic, invisible illnesses

In the interpersonal theory of suicide, perceived burdensomeness (PB) and thwarted belongingness (TB) are proximal triggers of suicidal ideation. Using the 15-item version of the Interpersonal Needs Questionnaire (INQ-15), suicidal ideation in psychiatric inpatients was predicted by the PB and TB scales, and cut-off scores were recommended. In this study, women (N = 942) who reported one or more chronic, invisible illnesses completed an online survey including the INQ-15 and the Suicide Behaviours Questionnaire-Revised (SBQ-R). PB and TB correlated significantly with SBQ-R total scores (r = 0.575 and 0.437, respectively; p < 0.01). In a Receiver Operating Characteristic analysis, scores of 17 for PB and 37 for TB maximized the correct classification of high-risk and low-risk participants, with slightly higher classification accuracy for PB than TB (AUCs = 0.781 and 0.701, respectively). These results support the INQ-15 scales in screening for suicidal ideation among chronically ill women.

Do criminal associates impact psychiatric inpatients' social support and interpersonal needs?

Suicide risk is elevated among psychiatric inpatients; however, research has not examined moderators of the associations between perceived social support and thwarted belongingness (TB) and perceived burdensomeness (PB), such as involvement with criminal associates. Adult psychiatric inpatients (N = 142) completed assessments. Perceived social support was negatively associated with TB and PB; however, associates' criminal involvement did not moderate these associations. A significant interaction indicated a stronger negative association between perceived social support and TB when participants spent more time with associates. Therefore, time spent with associates, regardless of criminal involvement, may be a relevant interpersonal suicide risk factor.

Wildland firefighters and suicide risk: Examining the role of social disconnectedness

Recent research has indicated that firefighters are at elevated suicide risk. Fire service organizations have called for research to examine fire service subgroups that might be at relatively increased suicide risk. Although anecdotal reports suggest that wildland firefighters represent one such group, to our knowledge, no study has empirically examined this conjecture. Thus, the present investigation examined if wildland firefighters report greater levels of suicide risk than non-wildland firefighters. Moreover, we sought to determine if two constructs proposed by the interpersonal theory of suicide to comprise suicidal desire-thwarted belongingness and perceived burdensomeness-statistically explain the link between wildland firefighter status and suicide risk. Merged data from two nationwide investigations of firefighter mental health were utilized (N = 1,131; 68.2% male, 89.4% White). A total of 1.8% (n = 20) of the sample identified as wildland firefighters. Compared to non-wildland firefighters, wildland firefighters reported greater levels of suicide risk. Thwarted belongingness, but not perceived burdensomeness, statistically explained this link. Findings suggest that programs enhancing social connectedness within the fire service, particularly among wildland firefighters, might be one avenue for suicide prevention among firefighters. Results of this novel investigation should be interpreted in light of the relatively small subgroup of wildland firefighters.

Thwarted interpersonal needs mediate the relation between facets of mindfulness and suicide ideation among psychiatric inpatients

Previous research suggests a negative association between mindfulness and suicide ideation, yet limited research has examined the specific role of mindfulness on suicide ideation or attempted to link this construct with theory-driven risk factors for suicide among high-risk individuals. The current study examined the mediating role of thwarted interpersonal needs (i.e., thwarted belongingness and perceived burdensomeness) in the relation between facets of mindfulness and suicide ideation among psychiatric inpatients. Participants were 118 psychiatric inpatients who completed self-report assessments of mindfulness, thwarted belongingness, perceived burdensomeness, and suicide ideation. Results indicated that the additive effect of thwarted belongingness and perceived burdensomeness mediated the relation between the act with awareness, non-judging, and non-reactivity mindfulness facets, and suicide ideation. Facets of mindfulness appear to be differentially related to thwarted interpersonal needs and subsequent suicide ideation. Continued examination of specific facets of mindfulness, as they relate to suicide ideation, may highlight potentially important distinctions and better inform suicide risk assessment and treatment.