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Law KC, O'Connell KL, Jacobson SV, Baer MM, Baker PM, Tull MT. Influences of sleep, cortisol reactivity, and risk/reward-based decision-making on suicide. J Behav Ther Exp Psychiatry 2024; 85:101975. [PMID: 38870548 PMCID: PMC11347093 DOI: 10.1016/j.jbtep.2024.101975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 04/03/2024] [Accepted: 05/25/2024] [Indexed: 06/15/2024]
Abstract
BACKGROUND AND OBJECTIVES Poor sleep quality is a known contributor to suicidal thoughts and behaviors. This study examines whether sleep quality modulates the effect of an individual's stress response and risk/reward-based decision making on suicide risk. METHODS Participants were 160 adults at a residential substance use treatment facility with lifetime exposure to trauma who completed a clinician-administered measure of suicide risk, the Iowa Gambling Task (IGT), and a self-report measure of sleep. Cortisol reactivity (i.e., changes in cortisol before and after a personalized trauma script) was used to measure stress response. We used quantile regression to examine the effects of sleep, cortisol, and risk/reward decision-making on suicide risk. RESULTS We found poor sleep quality to be increasingly salient in individuals at greater risk for suicide than those at lower risk for suicide. Furthermore, individuals with moderate to moderate-high levels of suicide risk seem to have greater cortisol reactivity. In the low-moderate quantile, we found suicide risk to be associated with both high stress reactivity and low-risk, high-reward decision-making, as well as low stress reactivity and high-risk/low-reward decision-making. LIMITATIONS These findings should be interpreted considering several methodological constraints, such as the use of a pre-determined sample and instruments not tailored for our hypotheses, the MINI 'Suicide' Module's limited differentiation between suicidal ideation and behavior, and variably timed cortisol sampling. CONCLUSIONS Despite these limitations, the findings from this study support the use of evidence-based interventions focused on improving sleep quality and managing emotional reactivity to decrease suicide risk.
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Affiliation(s)
- Keyne C Law
- Department of Clinical Psychology, Seattle Pacific University, Seattle, WA, USA.
| | | | - Samantha V Jacobson
- Department of Clinical Psychology, Seattle Pacific University, Seattle, WA, USA
| | - Margaret M Baer
- Department of Psychology, University of Toledo, Toledo, OH, USA
| | - Phillip M Baker
- Department of Psychology, Seattle Pacific University, Seattle, WA, USA
| | - Matthew T Tull
- Department of Psychology, University of Toledo, Toledo, OH, USA; Lyra Health Inc., Burlingame, CA, USA
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2
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Floyd K, Hesse C, Ray CD, Mikkelson AC. Interpersonal Loneliness Predicts the Frequency and Intensity of Nightmares: An Examination of Theoretic Mechanisms. THE JOURNAL OF PSYCHOLOGY 2024:1-21. [PMID: 39013019 DOI: 10.1080/00223980.2024.2378418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 07/03/2024] [Indexed: 07/18/2024] Open
Abstract
The evolutionary theory of loneliness (ETL) argues that human belongingness is essential to survival and failing to meet belongingness needs constitutes a threat to viability. In two separate studies (total N = 1,609), links between loneliness and nightmares were examined as a test of ETL postulates. As hypothesized, loneliness predicted nightmare frequency (both studies) and nightmare intensity (Study Two only). Although stress mediated the relationship between loneliness and nightmare frequency in Study One, stress was not a significant mediator of this relationship in Study Two. As predicted, in Study Two both hyperarousal and rumination mediated the relationships between loneliness and nightmare frequency and between loneliness and nightmare intensity. Theoretical implications include support for both the aversive signaling and implicit vigilance postulates of ETL.
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Tyler S, Gunn K, Esterman A, Clifford B, Procter N. Suicidal Ideation in the Australian Construction Industry: Prevalence and the Associations of Psychosocial Job Adversity and Adherence to Traditional Masculine Norms. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph192315760. [PMID: 36497834 PMCID: PMC9738943 DOI: 10.3390/ijerph192315760] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 11/23/2022] [Accepted: 11/24/2022] [Indexed: 06/01/2023]
Abstract
BACKGROUND Suicide in the Australian Construction Industry (ACI) is a significant issue, however minimal understanding of suicidal ideation prevalence, as well as the potential role psychosocial job adversity and increased adherence to traditional masculine norms may play in its presence, is apparent. METHOD A representative sample of Australian men (n = 11,132) were used to create initial understandings of prevalence of suicidal ideation (past two weeks), psychosocial job adversities and level of adherence to traditional masculine norms for the ACI (n = 1721) in comparison to a general population comprised of the remaining employed males from Other Industries (n = 9411). Additionally, due to their reported increased suicide vulnerability investigation of associations between suicidal ideation, psychosocial job adversities and adherence to traditional masculine norms for the ACI were undertaken. RESULTS No difference in suicidal ideation prevalence was reported between the ACI and those employed in Other Industries (p > 0.05), however, increased prevalence of psychosocial job adversities (p ≤ 0.001) and adherence to traditional masculine norms (p ≤ 0.001) for the ACI was seen. Significant multivariate associations between suicidal ideation, psychosocial job adversities (OR = 1.79, 95%CI [1.12-2.85]) and two domains of traditional masculine norms, self-reliance (OR = 1.29, 95%CI [1.09-1.51]) and risk-taking (OR = 1.20, 95%CI [1.01-1.41]), were reported. CONCLUSION Results suggest need for increased understanding of later stage suicidal trajectory drivers in the ACI. Findings indicate need for prevention group/industry concentration on mitigation of psychosocial job adversities, as well as a more nuanced and increased discussion of the negative role of self-reliance and risk-taking domains of traditional masculine norms may play in ACI suicidal ideation, as opposed to the construct as a whole.
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Affiliation(s)
- Simon Tyler
- Mental Health and Suicide Prevention Research and Education Group, UniSA Clinical and Health Sciences, University of South Australia, Adelaide, SA 5001, Australia
| | - Kate Gunn
- Department of Rural Health, University of South Australia, Adelaide, SA 5001, Australia
| | - Adrian Esterman
- UniSA Allied Health & Human Performance, University of South Australia, Adelaide, SA 5001, Australia
| | - Bob Clifford
- MATES in Construction South Australia, Adelaide, SA 5034, Australia
| | - Nicholas Procter
- Mental Health and Suicide Prevention Research and Education Group, UniSA Clinical and Health Sciences, University of South Australia, Adelaide, SA 5001, Australia
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Zhang Y, Tian W, Xin Y, Zhou Q, Yan G, Zhou J, Wang B, Tao Y, Fan L, Wang L. Quantile regression analysis of the association between parental rearing and interpersonal sensitivity in Chinese adolescents. BMC Public Health 2022; 22:66. [PMID: 35012500 PMCID: PMC8751352 DOI: 10.1186/s12889-021-12487-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 12/28/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Parental rearing is well documented as an important influencing factor of interpersonal sensitivity (IS). However, little research has focused on the extent by which various aspects of parental rearing in fluence IS. This study aimed to analyze the effects of parental rearing on IS, using quantile regression. We analyzed the extent of the influence of parental rearing on IS by quantile regression to provide definitive evidence on the family education of adolescents with IS problems. METHODS The multiple cross-sectional studies were conducted among 3345 adolescents from Harbin, China, in 1999, 2006, 2009 and 2016. Furthermore, a multistage sampling method (stratified random cluster) was used to select participants. IS was assessed using a subscale of the Symptom Checklist-90-Revision. Perceived parental rearing was assessed using the Egna Minnen av. Barndoms Uppfostran. The ordinary least squares (OLS) linear regression was used to determine the average effect of parental rearing on IS. The quantile regression was conducted to examine the established associations and to further explain the association. RESULTS Paternal emotional warmth was found to be associated with IS across the quantile, especially after the 0.6 quantiles; however, this association was not found for maternal emotional warmth. Paternal punishment was associated with IS at the 0.22-0.27 and 0.60 quantile; however, maternal punishment had no significant effect on IS. QR method found that paternal overinvolvement was associated with IS at the 0.48-0.65 quantiles, but paternal overprotection was associated with IS across the quantile; however, maternal overinvolvement and overprotection was positively correlated with IS at the 0.07-0.95 quantiles. The correlation between paternal rejection and IS was found at the 0.40-0.75 and > 0.90 quantiles; maternal rejection was associated with IS within the 0.05-0.92 quantiles. CONCLUSIONS Parental rearing practices predict different magnitudes of IS at varying levels. This study provides suggestions for parents to assess purposefully and systematically, intervene, and ameliorate adolescent IS problems. We also highlight the role of paternal rearing in children's IS problems, providing new ideas for family education.
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Affiliation(s)
- Yafeng Zhang
- Department of Health Management, School of Health Management, Harbin Medical University, No.157 Baojian Road, Harbin, 150081, China
| | - Wei Tian
- Department of Biostatistics, School of Public Health, Harbin Medical University, No.157 Baojian Road, Harbin, 150081, China
| | - Yuqi Xin
- Department of Health Education, School of Health Management, Harbin Medical University, No.157 Baojian Road, Harbin, 150081, China
| | - Quan Zhou
- Department of Health Education, School of Health Management, Harbin Medical University, No.157 Baojian Road, Harbin, 150081, China
| | - Guangcan Yan
- Department of Biostatistics, School of Public Health, Harbin Medical University, No.157 Baojian Road, Harbin, 150081, China
| | - Jianqiu Zhou
- Centre for Experimental Teaching of Functional Sciences, School of Basic Medicine, Harbin Medical University, No.157 Baojian Road, Harbin, 150081, China
| | - Bin Wang
- Nanbai High School of Zunyi City, Guihua Community, Longkeng Town, Bozhou District, Zunyi, 563100, China
| | - Yuchun Tao
- Department of Health Education, School of Health Management, Harbin Medical University, No.157 Baojian Road, Harbin, 150081, China
| | - Lihua Fan
- Department of Health Management, School of Health Management, Harbin Medical University, No.157 Baojian Road, Harbin, 150081, China.
| | - Limin Wang
- Department of Health Education, School of Health Management, Harbin Medical University, No.157 Baojian Road, Harbin, 150081, China.
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Höller I, Forkmann T. Brief Self-Report Measure of Agitation: A Psychometric Investigation in a German Sample. J Pers Assess 2021; 104:110-121. [PMID: 33970724 DOI: 10.1080/00223891.2021.1912057] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
To perform repeated measurements in clinical practice without putting unnecessary strain on patients, short instruments are needed. The Brief Self-Report Measure of Agitation (BAM) is a short measure assessing agitation, which has been associated with suicidal ideation and behavior. However, its reliability and validity have not been examined in an independent sample. A non-clinical sample of N = 429 participants aged between 18-81 (M = 27.36, SD = 9.67; 82.3% female) was surveyed online. A confirmatory factor analysis was conducted and reliability was investigated. The validity of the BAM was examined by calculating correlations and an ANOVA for differences in BAM scores between subgroups. BAM items significantly loaded onto one factor (factor loadings: ≥ .62) and the measure was found to have good reliability (Cronbach's α = .83) and convergent/discriminant validity. Participants with recent suicidal ideation and those with recent suicidal ideation and lifetime suicide attempts had significantly higher BAM scores than participants without suicidal ideation/suicide attempt. Results indicate good validity and reliability for the measurement of agitation with the German version of the BAM in the present sample. Thereby, we introduce a brief instrument in German for repeated assessment of agitation in research and clinical practice.
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Affiliation(s)
- Inken Höller
- Department of Clinical Psychology, University of Duisburg-Essen, Essen, Northrine-Westphalia, Germany
| | - Thomas Forkmann
- Department of Clinical Psychology, University of Duisburg-Essen, Essen, Northrine-Westphalia, Germany
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Lee JA, Bardi A, Gerrans P, Sneddon J, van Herk H, Evers U, Schwartz S. Are value–behavior relations stronger than previously thought? It depends on value importance. EUROPEAN JOURNAL OF PERSONALITY 2021. [DOI: 10.1177/08902070211002965] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Research has found that value–behavior relations are usually weak to moderate. But is this really the case? This paper proposes that the relations of personal values to behavior are stronger at higher levels of value importance and weaker at lower levels. In a large, heterogeneous sample, we tested this proposition by estimating quantile correlations between values and self-reported everyday behavior, at different locations along the distribution of value importance. We found the proposed pattern both for self-reports of everyday behaviors chosen intentionally to be value-expressive and everyday behaviors subject to strong situational constraints (e.g., spending allocation to clothing and footwear). Our findings suggest that value–behavior relations may be stronger than previously recognized, depending on value importance. People who attribute high importance to a value will not only engage in value-expressive behaviors more frequently, but as we move up the value importance distribution, the relations strengthen. In contrast, people who attribute low importance to a value not only engage in value-expressive behaviors less frequently, but as we move down the value importance distribution, the relations weaken. These findings provide important insight into the nature of values.
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Affiliation(s)
- Julie Anne Lee
- Centre for Human and Cultural Values, University of Western Australia, Australia
| | - Anat Bardi
- Department of Psychology, Royal Holloway University of London, UK
| | - Paul Gerrans
- UWA Business School, University of Western Australia, Australia
| | - Joanne Sneddon
- Centre for Human and Cultural Values, University of Western Australia, Australia
| | - Hester van Herk
- School of Business and Economics, Vrije Universiteit Amsterdam, Netherlands
| | - Uwana Evers
- Centre for Human and Cultural Values, University of Western Australia, Australia
| | - Shalom Schwartz
- Department of Psychology, The Hebrew University of Jerusalem, Israel
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Rohr JC, Rufino KA, Alfano CA, Patriquin MA. Sleep disturbance in patients in an inpatient hospital mediates relationship between PTSD and suicidal ideation. J Psychiatr Res 2021; 133:174-180. [PMID: 33348251 DOI: 10.1016/j.jpsychires.2020.12.039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 11/12/2020] [Accepted: 12/09/2020] [Indexed: 10/22/2022]
Abstract
A common reason for admission to inpatient psychiatric units is suicidal ideation. Growing evidence of the link between sleep disturbance and suicidal ideation brings an interest in greater clarity of the pathways; this paper focused on post-traumatic stress disorder (PTSD), which carries increased risk for both sleep disturbance and suicidal ideation, as well as sex differences in those pathways. Patients were 2822 inpatients studied at admission to an inpatient psychiatric hospital and mediation analyses were used to examine pathways of interest. There was an indirect effect of PTSD on suicidal ideation through sleep disturbances for the entire sample and for men and women separately. The effect for men was larger than that for women, suggesting a stronger effect for sleep disturbance in the relationship for men. For women only, the direct effect between PTSD and suicidal ideation remained significant after mediation. Sleep disturbance plays an important role in the relationship between PTSD and suicidal ideation. Early identification of sleep disturbance in inpatients and targeted focus of sleep in conjunction with resolving trauma-related symptoms may help reduce suicidal ideation. This may be especially true of men; the indirect effect was smaller for women, suggesting that sleep disturbance should be addressed in conjunction with other PTSD symptoms likely leading to suicidal ideation.
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Affiliation(s)
- Jessica C Rohr
- The Menninger Clinic, 12301 S. Main St., Houston TX 77035, USA; Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, 1977 Butler Blvd., Houston TX 77030, USA.
| | - Katrina A Rufino
- The Menninger Clinic, 12301 S. Main St., Houston TX 77035, USA; Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, 1977 Butler Blvd., Houston TX 77030, USA; The University of Houston Downtown, 1 Main St., Houston TX 77002, USA
| | - Candice A Alfano
- Sleep and Anxiety Center of Houston, University of Houston, 4505 Cullen Blvd., Houston TX 77204, USA
| | - Michelle A Patriquin
- The Menninger Clinic, 12301 S. Main St., Houston TX 77035, USA; Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, 1977 Butler Blvd., Houston TX 77030, USA; Michaeld E. DeBakey Veterans Affairs Medical Center, 2002 Holcombe Blvd, Houston, TX, 77030, USA
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8
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Gallyer AJ, Chu C, Klein KM, Quintana J, Carlton C, Dougherty SP, Joiner TE. Routinized categorization of suicide risk into actionable strata: Establishing the validity of an existing suicide risk assessment framework in an outpatient sample. J Clin Psychol 2020; 76:2264-2282. [PMID: 32585052 DOI: 10.1002/jclp.22994] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 05/11/2020] [Accepted: 05/27/2020] [Indexed: 11/08/2022]
Abstract
OBJECTIVE The Suicide Risk Assessment and Management Decision Tree (DT) is a clinician-administered assessment that leads to risk categorizations that correspond with actionable strata. This study investigated the construct validity and test-retest reliability of the DT risk categories across two time points. METHOD Outpatients (N = 731) completed a battery of self-report measures. Spearman's correlations were used to examine the relationships between DT suicide risk level and suicidal symptoms, theory-based risk factors, psychiatric correlates, and DT suicide risk level at Timepoint 2. Correlations were analyzed for significant differences to examine the divergent validity of the DT. RESULTS Results, overall, were in line with hypotheses, with the exception of depression and thwarted belongingness. CONCLUSIONS Findings provide evidence for the reliability, convergent validity, and discriminant validity of the DT. This clinician-administered suicide risk assessment may be useful for standardization of the assessment and management of suicide risk in outpatient clinical settings.
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Affiliation(s)
- Austin J Gallyer
- Department of Psychology, Florida State University, Tallahassee, Florida, USA
| | - Carol Chu
- Department of Psychology, Florida State University, Tallahassee, Florida, USA.,Department of Psychology, Harvard University, Cambridge, Massachusetts, USA
| | - Kelly M Klein
- Department of Psychology, Florida State University, Tallahassee, Florida, USA.,VA Boston Healthcare System, Brockton Division, Brockton, Massachusetts, USA
| | - Jazmine Quintana
- Department of Psychology, Florida State University, Tallahassee, Florida, USA
| | - Corinne Carlton
- Department of Psychology, Florida State University, Tallahassee, Florida, USA
| | - Sean P Dougherty
- Department of Psychology, Florida State University, Tallahassee, Florida, USA
| | - Thomas E Joiner
- Department of Psychology, Florida State University, Tallahassee, Florida, USA
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The association between baseline insomnia symptoms and future suicide attempts within an intensive outpatient treatment program for suicide. Psychiatry Res 2020; 287:112527. [PMID: 31447234 DOI: 10.1016/j.psychres.2019.112527] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2019] [Revised: 08/16/2019] [Accepted: 08/17/2019] [Indexed: 11/22/2022]
Abstract
This study examines the prospective relationship between insomnia symptoms and suicide attempts in high-risk youth. We obtained depressive symptoms, insomnia symptoms, and suicide ideation measures from clinical records of 206 adolescents ages 12-17 at entry and discharge from a suicide prevention intensive outpatient program. Information about whether the participant made a suicide attempt was available through six months after discharge. Patients were mainly girls (79.1%; n = 163) with depression (89.8%; n = 185). Associations between insomnia symptoms, attempts within 6 months of discharge, persistent insomnia symptoms, and suicide ideation at discharge were tested with multiple regression analyses. Entry insomnia symptoms were prospectively associated with attempts when controlling for age, sex, and previous attempts, but insomnia symptoms at discharge were not. Suicide ideation at discharge was associated both with entry insomnia symptoms and attempts within 6 months of discharge. When entry and discharge suicide ideation were controlled, the association between entry insomnia symptoms and attempts lost significance. However, the association between discharge ideation and attempts remained significant. Insomnia symptoms contribute indirectly to suicide attempt risk after discharge. Intensive treatment for ideation and reducing insomnia symptoms could reduce discharge suicide risk and subsequent suicide attempts.
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Mitchell SM, Brown SL, Roush JF, Tucker RP, Cukrowicz KC, Joiner TE. The Interpersonal Needs Questionnaire: Statistical Considerations for Improved Clinical Application. Assessment 2020; 27:621-637. [PMID: 30654631 PMCID: PMC6640077 DOI: 10.1177/1073191118824660] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
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.
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Affiliation(s)
- Sean M. Mitchell
- Department of Psychiatry, University of Rochester Medical Center, 300 Crittenden Blvd., Box Psych, Rochester, NY 14642
| | - Sarah L. Brown
- Department of Psychological Sciences, Texas Tech University, Mail Stop 2051, Lubbock, TX 79409-2051
| | - Jared F. Roush
- Department of Psychological Sciences, Texas Tech University, Mail Stop 2051, Lubbock, TX 79409-2051
| | - Raymond P. Tucker
- Department of Psychology, Louisiana State University, 236 Audubon Hall Baton Rouge, LA 70803
| | - Kelly C. Cukrowicz
- Department of Psychological Sciences, Texas Tech University, Mail Stop 2051, Lubbock, TX 79409-2051
| | - Thomas E. Joiner
- Department of Psychology, Florida State University, 1107 W. Call Street, Tallahassee, FL 32306-4301
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11
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Yaroslavsky I, Napolitano SC, France CM. Ruminative responses to interpersonal precipitants mediate borderline personality disorder features’ effects on distress reactivity and recovery in daily life. J Clin Psychol 2019; 75:2188-2209. [DOI: 10.1002/jclp.22839] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Ilya Yaroslavsky
- Department of PsychologyCleveland State University Cleveland Ohio
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