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Triantafyllou A, Konstantakopoulos G, Stefanatou P, Giannouli E, Malogiannis IA. Underlying Dimensions of Borderline Personality Disorder: A Systematic Review of Factor Analytic Studies. Psychiatr Q 2025:10.1007/s11126-025-10141-x. [PMID: 40186846 DOI: 10.1007/s11126-025-10141-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/25/2025] [Indexed: 04/07/2025]
Abstract
Borderline personality disorder (BPD) is considered to be a heterogeneous diagnostic entity, with multiple facets of the disorder influencing its course. Disentangling the structure of BPD criteria is fundamental to better understanding the disorder and targeting problematic behaviors. To identify and critically appraise factor analytic studies examining the structure of BPD criteria. A systematic review was conducted according to PRISMA guidelines. Three computerized databases (Pubmed, Scopus,PsycNET) were searched, resulting in the inclusion of 27 relevant studies. The unified model of BPD has been confirmed by a number of studies, while among multidimensional models, a three-factor model has also gained considerable empirical support. Multidimensional models of BPD tend to cluster together "disordered self" symptoms (identity disturbance and emptiness), affective symptoms (affective instability and anger), and behavioral symptoms (impulsivity and self-harming behaviors). Unidimensional and multidimensional models of the BPD structure are not necessarily in competition. An understanding of BPD as a unified diagnosis composed of three underlying dimensions, could serve the purpose of recognizing and targeting different aspects of the disorder, while maintaining a robust, and clinically useful diagnosis.
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Affiliation(s)
- Alexandra Triantafyllou
- First Department of Psychiatry, Eginition Hospital, Personality Disorders Unit, School of Medicine, National and Kapodistrian University of Athens, 11528, Athens, Greece.
| | - George Konstantakopoulos
- First Department of Psychiatry, Eginition Hospital, Personality Disorders Unit, School of Medicine, National and Kapodistrian University of Athens, 11528, Athens, Greece
- Research Department of Clinical, Education and Health Psychology, University College London, London, WC1E 7HB, UK
| | | | - Eleni Giannouli
- First Department of Psychiatry, Eginition Hospital, Personality Disorders Unit, School of Medicine, National and Kapodistrian University of Athens, 11528, Athens, Greece
| | - Ioannis A Malogiannis
- First Department of Psychiatry, Eginition Hospital, Personality Disorders Unit, School of Medicine, National and Kapodistrian University of Athens, 11528, Athens, Greece
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Guo B, Li L, Crawford MJ, Morriss R. The factor structure of the Zanarini Rating Scale for Borderline Personality Disorder: Exploratory Structural Equation Modelling and measurement invariance over time. Int J Methods Psychiatr Res 2021; 30:e1874. [PMID: 33978286 PMCID: PMC8412222 DOI: 10.1002/mpr.1874] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Revised: 03/15/2021] [Accepted: 04/01/2021] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVES There is a lack of independent longitudinal evidence on the factor structure and validity of the Zanarini Rating Scale for Borderline Personality Disorder (ZAN-BPD). This study aimed to investigate the dimensionality of ZAN-BPD and its conceptual consistency over time. METHODS Adult BPD participants (n = 276) were recruited for a multicentre, two-arm randomised clinical trial with ZAN-BPD measured at baseline and follow up at 12, 24 and 52 weeks. The construct and stability of the ZAN-BPD across 52 weeks was examined through a measurement equivalence/invariance procedure via Exploratory Structural Equation Modelling. RESULTS Factor analysis results showed that the ZAN-BPD had a bi-2 factor structure that was stable over 52 weeks with a general factor and two specific factors. Factor loadings for eight of the nine items were greater for the general factor than the two specific factors. Factor 1 contrasts externalising distress with internalising distress. Factor 2 contrasts depression and self-destruction with interpersonal anxiety and conflict. CONCLUSION ZAN-BPD is a conceptually and empirically valid measure of total BPD symptom severity in BPD patients over time suitable for use in clinical trials. Two factors related to the expression of distress and self-harm may be utilised as possible predictors of outcome.
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Affiliation(s)
- Boliang Guo
- Division of Psychiatry and Applied Psychology, Institute of Mental Health, University of Nottingham, London, UK
| | - Lingyan Li
- Department of Nursing, Nanchang University, Nanchang, PR China
| | | | - Richard Morriss
- Division of Psychiatry and Applied Psychology, Institute of Mental Health, University of Nottingham, London, UK
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Abramov G, Miellet S, Kautz J, Grenyer BFS, Deane FP. The paradoxical decline and growth of trust as a function of borderline personality disorder trait count: Using discontinuous growth modelling to examine trust dynamics in response to violation and repair. PLoS One 2020; 15:e0236170. [PMID: 32701982 PMCID: PMC7377394 DOI: 10.1371/journal.pone.0236170] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 06/30/2020] [Indexed: 11/22/2022] Open
Abstract
Borderline personality disorder (BPD) is associated with paradoxical trust cognitions and behaviours. While BPD is associated with difficulty forming trust and maintaining cooperation in trust-based exchanges, design and analytical methodology best suited to reveal the temporal ebb and flow of trust have been underutilized. We used an economic game to examine the trajectories of trust as it forms, dissolves, and restores in response to trust violation and repair, and to explain how these vary as a function of borderline pathology. Young adults (N = 234) played a 15-round trust game in which partner trustworthiness was varied to create three phases: trust formation, trust violation, and trust restoration. Discontinuous growth modelling was employed to capture the trends in trust over time and their relationship with BPD trait count. BPD trait count was associated with an incongruous pattern of trust behaviour in the form of declining trust when interacting with a new and cooperative partner, and paradoxically, increasing trust following multiple instances of trust violation by that partner. BPD trait count was also associated with trust restoring at a faster rate than it was originally formed. By adopting a methodology that recognizes the dynamic nature of trust, this study illustrated at a micro level how relational disturbances may be produced and maintained in those with a moderate to high BPD trait count. Further investigation of the factors and processes that underlie these incongruous trust dynamics is recommended.
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Affiliation(s)
- Gamze Abramov
- School of Psychology, University of Wollongong, Wollongong, NSW, Australia
- * E-mail: (GA); (FPD)
| | - Sebastien Miellet
- School of Psychology, University of Wollongong, Wollongong, NSW, Australia
| | - Jason Kautz
- Darla Moore School of Business, University of South Carolina, Columbia, South Carolina, United States of America
| | - Brin F. S. Grenyer
- School of Psychology, University of Wollongong, Wollongong, NSW, Australia
| | - Frank P. Deane
- School of Psychology, University of Wollongong, Wollongong, NSW, Australia
- * E-mail: (GA); (FPD)
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Abstract
This commentary critically evaluates the usefulness of the standards employed by Gunderson et al. (2018) for theory evaluation and comparison and calls into question their adequacy, based both on the lack of scientific evidence supporting the assertions these standards imply and on the availability of alternative standard for theory evaluation and comparison. In so doing, the commentary calls for a redefinition of "borderlineness" as well as the use of standard criteria for theory evaluation and comparison.
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Borderline personality disorder and substance use disorders: an updated review. Borderline Personal Disord Emot Dysregul 2018; 5:15. [PMID: 30250740 PMCID: PMC6145127 DOI: 10.1186/s40479-018-0093-9] [Citation(s) in RCA: 87] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 09/03/2018] [Indexed: 12/23/2022] Open
Abstract
For decades, clinicians and researchers have recognized that borderline personality disorder (BPD) and substance use disorders (SUDs) are often diagnosed within the same person (e.g., (Gunderson JG. Borderline personality disorder: A clinical guide. Washington, D.C.: American Psychiatric Press, 2001; Leichsenring et al., Lancet 377:74-84, 2011; Paris J. Borderline personality disorder: A multidimensional approach. American Psychiatric Pub, 1994; Trull et al., Clin Psychol Rev 20:235-53, 2000)). Previously, we documented the extent of this co-occurrence and offered a number of methodological and theoretical explanations for the co-occurrence (Trull et al., Clin Psychol Rev 20:235-53, 2000). Here, we provide an updated review of the literature on the co-occurrence between borderline personality disorder (BPD) and substance use disorders (SUDs) from 70 studies published from 2000 to 2017, and we compare the co-occurrence of these disorders to that documented by a previous review of 36 studies over 15 years ago (Trull et al., Clin Psychol Rev 20:235-53, 2000).
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Akin E, Kose S, Ceylan V, Temel G, Turkcapar MH. Normative data and factorial structure of the Turkish version of the Borderline Evaluation of Severity over Time (BEST). PSYCHIAT CLIN PSYCH 2017. [DOI: 10.1080/24750573.2017.1298421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Affiliation(s)
- Ercan Akin
- Department of Psychology, Hasan Kalyoncu University, Gaziantep, Turkey
| | - Samet Kose
- Department of Psychology, Hasan Kalyoncu University, Gaziantep, Turkey
- Department of Psychiatry and Behavioral Sciences, University of Texas Medical School at Houston, Houston, TX, USA
- Center for Neurobehavioral Research on Addictions (CNRA), Houston, TX, USA
| | - Vedat Ceylan
- Department of Psychology, Hasan Kalyoncu University, Gaziantep, Turkey
| | - Gulizer Temel
- Department of Psychology, Hasan Kalyoncu University, Gaziantep, Turkey
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Dogan H, Oztop D, Eker OO, Ozsoy SD, Özkartal CŞ, Arıcıoğlu F, Tüzün E, Keleş R, Kandemir C, Şirvancı S, Küçükali Cİ, Utkan T, Şahin TD, Yazir Y, Halbutoğulları ZS, Gocmez SS, Arıcıoğlu F, Gülbahar ÖSB, Mahmood A, Zsoldos E, Allan CL, Topiwala A, Ebmeier KP, Ceylan V, Kose S, Akin E, Turkcapar MH, Akin E, Kose S, Ceylan V, Temel G, Turkcapar MH, Kose S, Yalcin M, Akin E, Ceylan V, Turkcapar H, Badur I, Badur NB, Kıvrak Y, Taşdelen Y, Yağcı İ, Aydın F, Aytekin AI, Saka M, Aydin S, Garip B, Kayir H, Öztürk P, Zincir S, Yükselir C, Unal FE, Gıca Ş, Hariri AG. 9th International Congress on Psychopharmacology & 5th International Symposium on Child and Adolescent Psychopharmacology. PSYCHIAT CLIN PSYCH 2017. [DOI: 10.1080/24750573.2017.1310447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
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Sharp C, Ha C, Michonski J, Venta A, Carbone C. Borderline personality disorder in adolescents: evidence in support of the Childhood Interview for DSM-IV Borderline Personality Disorder in a sample of adolescent inpatients. Compr Psychiatry 2012; 53:765-74. [PMID: 22300904 DOI: 10.1016/j.comppsych.2011.12.003] [Citation(s) in RCA: 108] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2011] [Revised: 12/01/2011] [Accepted: 12/13/2011] [Indexed: 02/07/2023] Open
Abstract
Empirical evidence is increasing in support of the validity of the construct of borderline personality disorder (BPD) in adolescence. There is growing consensus that the early identification and treatment of emerging borderline traits may be an important focus. However, few diagnostic (questionnaire- or interview-based) measures specifically developed or adapted for adolescents and children exist. The Childhood Interview for DSM-IV Borderline Personality Disorder (CI-BPD) [Zanarini, 2003] is a promising interview-based measure of adolescent BPD. Currently, no studies have explicitly been designed to examine the psychometric properties of the CI-BPD. The aim of the current study was to examine various psychometric properties of the CI-BPD in an inpatient sample of adolescents (n = 245). A confirmatory factor analytic approach was used to examine the internal factor structure of the 9 CI-BPD items. In addition, internal consistency, interrater reliability, convergent validity (with clinician diagnosis and 2 questionnaire-based measures of BPD), and concurrent validity (with Axis I psychopathology and deliberate self-harm) were examined. Similar to several adult studies, the confirmatory factor analytic results supported a unidimensional factor structure for the CI-BPD, indicating that the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, criteria on which the CI-BPD is based constitute a coherent combination of traits and symptoms even in adolescents. In addition, other validity criteria were excellent. Taken together, the current study provides strong evidence for the validity of the CI-BPD for use in adolescents.
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Affiliation(s)
- Carla Sharp
- University of Houston, Houston, TX 77004, USA.
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Speranza M, Pham-Scottez A, Revah-Levy A, Barbe RP, Perez-Diaz F, Birmaher B, Corcos M. Factor structure of borderline personality disorder symptomatology in adolescents. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2012; 57:230-7. [PMID: 22480588 DOI: 10.1177/070674371205700406] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To examine the factor structure of the Diagnostic and Statistical Manual of Mental Disorders (DSM), Fourth Edition, criteria for borderline personality disorder (BPD) in a sample of adolescents with a borderline symptomatology. METHOD The latent structure of borderline criteria, assessed with the Structured Interview for DSM-IV Personality, was explored with a principal factor analysis in a sample of 107 adolescents with a borderline symptomatology drawn from a European research project on BPDs. RESULTS The principal component analysis revealed 2 homogeneous factors accounting for 66.8% of the variance. The first factor included internally oriented criteria, such as avoidance of abandonment, identity disturbance, chronic feeling of emptiness, and stress-related paranoid ideation. The second factor included externally oriented criteria, such as unstable relationships, impulsivity, suicidal or self-mutilating behaviours, and inappropriate anger. Affective instability was the only criterion loading on both factors. CONCLUSIONS The results of our study suggests that an internal or external dichotomy may be an appropriate way to conceptualize the structure of borderline criteria in adolescents with a borderline symptomatology, with affective instability being a core feature of BPD at this age.
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Affiliation(s)
- Mario Speranza
- Centre Hospitalier de Versailles, Service de Pédopsychiatrie, Le Chesnay, France.
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Confirmatory Factor Analysis of Borderline Personality Disorder symptoms based on two different interviews: the Structured Clinical Interview for DSM-IV Axis II Disorder and the Revised Diagnostic Interview for Borderlines. Psychiatry Res 2011; 190:304-8. [PMID: 21640387 DOI: 10.1016/j.psychres.2011.05.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2010] [Revised: 05/04/2011] [Accepted: 05/08/2011] [Indexed: 11/22/2022]
Abstract
The diagnostic criteria for Borderline Personality Disorder (BPD) are heterogeneous, and include an admixture of personality traits, behaviours, and symptoms. The BPD DSM factor structure has been extensively studied, even though results are not consistent. In this study we performed a confirmatory factor analysis (CFA) to compare the five-factor model reported by Oldham, a three-factor model, and a unidimensional model of BPD diagnosis criteria. This study validates the findings of previous studies by performing a CFA with the DSM-IV BPD criteria and information derived from the DIB-R. A sample of 338 patients referred to our outpatient BPD program participated in the study. Results of the CFA support both the hypothesized unidimensional and the three-factor models, whereas the five-factor model was not confirmed. However, the three-factor model fits better than the unidimensional model. Thus, although the DSM-IV BPD criteria conceptualize BPD as a unidimensional structure, our results give support to the idea that the three-factor model could offer a better approach to further improve the current treatment of BPD, as well as lead to a better understanding of its ethiopathogenesis and comorbidity analysis.
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