Skip to main content
Top
Published in: BMC Psychiatry 1/2017

Open Access 01-12-2017 | Research article

Contours of a causal feedback mechanism between adaptive personality and psychosocial function in patients with personality disorders: a secondary analysis from a randomized clinical trial

Authors: Ole Klungsøyr, Bjørnar Antonsen, Theresa Wilberg

Published in: BMC Psychiatry | Issue 1/2017

Login to get access

Abstract

Background

Patients with personality disorders commonly exhibit impairment in psychosocial function that persists over time even with diagnostic remission. Further causal knowledge may help to identify and assess factors with a potential to alleviate this impairment. Psychosocial function is associated with personality functioning which describes personality disorder severity in DSM-5 (section III) and which can reportedly be improved by therapy.

Methods

The reciprocal association between personality functioning and psychosocial function was assessed, in 113 patients with different personality disorders, in a secondary longitudinal analysis of data from a randomized clinical trial, over six years. Personality functioning was represented by three domains of the Severity Indices of Personality Problems: Relational Capacity, Identity Integration, and Self-control. Psychosocial function was measured by Global Assessment of Functioning. The marginal structural model was used for estimation of causal effects of the three personality functioning domains on psychosocial function, and vice versa. The attractiveness of this model lies in the ability to assess an effect of a time – varying exposure on an outcome, while adjusting for time – varying confounding.

Results

Strong causal effects were found. A hypothetical intervention to increase Relational Capacity by one standard deviation, both at one and two time-points prior to assessment of psychosocial function, would increase psychosocial function by 3.5 standard deviations (95% CI: 2.0, 4.96). Significant effects of Identity Integration and Self-control on psychosocial function, and from psychosocial function on all three domains of personality functioning, although weaker, were also found.

Conclusion

This study indicates that persistent impairment in psychosocial function can be addressed through a causal pathway of personality functioning, with interventions of at least 18 months duration.
Appendix
Available only for authorised users
Literature
1.
go back to reference Verheul R, Herbrink M. The efficacy of various modalities of psychotherapy for personality disorders: a systematic review of the evidence and clinical recommendations. International Review of Psychiatry. 2007;19(1):25–38.CrossRefPubMed Verheul R, Herbrink M. The efficacy of various modalities of psychotherapy for personality disorders: a systematic review of the evidence and clinical recommendations. International Review of Psychiatry. 2007;19(1):25–38.CrossRefPubMed
2.
go back to reference Association. AP: Diagnostic and statistical manual of mental disorders (5th ed.). 2013. Association. AP: Diagnostic and statistical manual of mental disorders (5th ed.). 2013.
3.
go back to reference Bateman A, Fonagy P. 8 - year follow - up of patients treated for borderline personality disorder: Mentalization - based treatment versus treatment as usual. Am J Psychiatr. 2008;165(5):631–8.CrossRefPubMed Bateman A, Fonagy P. 8 - year follow - up of patients treated for borderline personality disorder: Mentalization - based treatment versus treatment as usual. Am J Psychiatr. 2008;165(5):631–8.CrossRefPubMed
4.
go back to reference Zanarini MC, Frankenburg, F.R., Reich, D.B., & Fitzmaurice, G.: The 10-year course of psychosocial functioning among patients with borderline personality disorder and axis II comparison subjects. Acta Psychiatr Scand 2010, 122:103–109. Zanarini MC, Frankenburg, F.R., Reich, D.B., & Fitzmaurice, G.: The 10-year course of psychosocial functioning among patients with borderline personality disorder and axis II comparison subjects. Acta Psychiatr Scand 2010, 122:103–109.
5.
go back to reference Gunderson JG, Stout RL, McGlashan TH, Shea MT, Morey LC, Grilo CM, et al. Ten-year course of borderline personality disorder. Arch Gen Psychiatry. 2011;68(8):827–37.CrossRefPubMedPubMedCentral Gunderson JG, Stout RL, McGlashan TH, Shea MT, Morey LC, Grilo CM, et al. Ten-year course of borderline personality disorder. Arch Gen Psychiatry. 2011;68(8):827–37.CrossRefPubMedPubMedCentral
6.
go back to reference Antonsen BT, Klungsøyr O, Kamps A, Hummelen B, Johansen MS, Pedersen G, Urnes Ø, Kvarstein EH, Karterud S, Wilberg T: Step-down versus outpatient psychotherapeutic treatment for personality disorders: 6-year follow-up of the Ullevål personality project. BMC Pcychiatry 2014, 14(19). Antonsen BT, Klungsøyr O, Kamps A, Hummelen B, Johansen MS, Pedersen G, Urnes Ø, Kvarstein EH, Karterud S, Wilberg T: Step-down versus outpatient psychotherapeutic treatment for personality disorders: 6-year follow-up of the Ullevål personality project. BMC Pcychiatry 2014, 14(19).
7.
go back to reference Ro E, Clark LA. Interrelations between psychosocial functioning and adaptive- and maladaptive-range personality traits. Jounal of Abnormal Psychology. 2013;122(3):822–35.CrossRef Ro E, Clark LA. Interrelations between psychosocial functioning and adaptive- and maladaptive-range personality traits. Jounal of Abnormal Psychology. 2013;122(3):822–35.CrossRef
8.
go back to reference Wright AGC, Calabrese WR, Rudick MM, Yam WH, Zelazny K, Williams TF, et al. Stability of the DSM-5 section III pathological personality traits and their longitudinal associations with psychological functioning in personality disordered individuals. J Abnorm Psychol. 2015;124(1):199–207.CrossRefPubMed Wright AGC, Calabrese WR, Rudick MM, Yam WH, Zelazny K, Williams TF, et al. Stability of the DSM-5 section III pathological personality traits and their longitudinal associations with psychological functioning in personality disordered individuals. J Abnorm Psychol. 2015;124(1):199–207.CrossRefPubMed
9.
go back to reference Morey LC, Hopwood CJ, Gunderson JG, Skodol AE, Shea MT, Yen S, et al. Comparison of alternative models for personality disorders. Psychol Med. 2007;37:983–94.CrossRefPubMed Morey LC, Hopwood CJ, Gunderson JG, Skodol AE, Shea MT, Yen S, et al. Comparison of alternative models for personality disorders. Psychol Med. 2007;37:983–94.CrossRefPubMed
10.
go back to reference Hopwood CJ, Morey LC, Ansell EB, Grilo CM, Sanislow CA, McGlashan TH, et al. The convergent and discriminant validity of five-factor traits: current and prospective social, work, and recreational dysfunction. J Personal Disord. 2009;23(5):466–76.CrossRef Hopwood CJ, Morey LC, Ansell EB, Grilo CM, Sanislow CA, McGlashan TH, et al. The convergent and discriminant validity of five-factor traits: current and prospective social, work, and recreational dysfunction. J Personal Disord. 2009;23(5):466–76.CrossRef
11.
go back to reference Mullins-Sweatt SN, Widiger TA. Personality-related problems in living: an Empirical approach. Personality Disorders: Theory, Research, and Treatment. 2010;1(4):230–8.CrossRef Mullins-Sweatt SN, Widiger TA. Personality-related problems in living: an Empirical approach. Personality Disorders: Theory, Research, and Treatment. 2010;1(4):230–8.CrossRef
12.
go back to reference Hopwood CJ, Malone JC, Ansell EB, Sanislow CA, Grilo CM, McGlashan TH, et al. PERSONALITY ASSESSMENT IN DSM-5: EMPIRICAL SUPPORT FOR RATING SEVERITY, STYLE. AND TRAITS Journal of Personality Disorders. 2011;25(3):305–20. Hopwood CJ, Malone JC, Ansell EB, Sanislow CA, Grilo CM, McGlashan TH, et al. PERSONALITY ASSESSMENT IN DSM-5: EMPIRICAL SUPPORT FOR RATING SEVERITY, STYLE. AND TRAITS Journal of Personality Disorders. 2011;25(3):305–20.
13.
go back to reference Skodol AE, Gunderson JG, Pfohl B, Widiger TA, Livesley WJ, Siever LJ. The borderline diagnosis I: psychopathology, comorbidity, and personality structure. Biol Psychiatry. 2002;51:936–50.CrossRefPubMed Skodol AE, Gunderson JG, Pfohl B, Widiger TA, Livesley WJ, Siever LJ. The borderline diagnosis I: psychopathology, comorbidity, and personality structure. Biol Psychiatry. 2002;51:936–50.CrossRefPubMed
14.
go back to reference Wilberg T, Karterud S, Pedersen G, Urnes Ø, Costa PT. Nineteen-month stability of the five factor model of personality in a clinical sample of patients with personality disorders. J Nerv Ment Dis. 2009;197(3):187–95.CrossRefPubMed Wilberg T, Karterud S, Pedersen G, Urnes Ø, Costa PT. Nineteen-month stability of the five factor model of personality in a clinical sample of patients with personality disorders. J Nerv Ment Dis. 2009;197(3):187–95.CrossRefPubMed
15.
go back to reference Ro E, Clark LA. Psychosocial functioning in the context of diagnosis: assessment and theoretical issues. Psychol Assess. 2009;21(3):313–24.CrossRefPubMed Ro E, Clark LA. Psychosocial functioning in the context of diagnosis: assessment and theoretical issues. Psychol Assess. 2009;21(3):313–24.CrossRefPubMed
16.
go back to reference Berghuis H, Kamphuis JH, Verheul R. Core features of personality disorder: differentiating general personality dysfunctioning from personality traits. Jounal of Personality Disorders. 2012;26(5):704–16. Berghuis H, Kamphuis JH, Verheul R. Core features of personality disorder: differentiating general personality dysfunctioning from personality traits. Jounal of Personality Disorders. 2012;26(5):704–16.
17.
go back to reference Verheul R, Andrea H, Berghout CC, Dolan C, Busschbach JJV, van der Kroft PJA, et al. Severity Indices of personality problems (SIPP - 118): development, factor structure, reliability, and validity. Psychol Assess. 2008;20(1):23–34.CrossRefPubMed Verheul R, Andrea H, Berghout CC, Dolan C, Busschbach JJV, van der Kroft PJA, et al. Severity Indices of personality problems (SIPP - 118): development, factor structure, reliability, and validity. Psychol Assess. 2008;20(1):23–34.CrossRefPubMed
18.
go back to reference Feenstra DJ, Hutsebaut J, Verheul R, Busschbach JJV. Severity Indices of personality problems (SIPP-118) in Adolescents: reliability and validity. Psychol Assess. 2011;23(3):646–55.CrossRefPubMed Feenstra DJ, Hutsebaut J, Verheul R, Busschbach JJV. Severity Indices of personality problems (SIPP-118) in Adolescents: reliability and validity. Psychol Assess. 2011;23(3):646–55.CrossRefPubMed
19.
go back to reference Bales DL, Timman R, Andrea H, Busschbach JJV, Verheul R, Kamphuis JH: Effectiveness of Day Hospital Mentalization - Based Treatment for Patients with Severe Borderline Personality Disorder. A Matched Control Study. Clinical Psychology and Psychotherapy 2014, online. Bales DL, Timman R, Andrea H, Busschbach JJV, Verheul R, Kamphuis JH: Effectiveness of Day Hospital Mentalization - Based Treatment for Patients with Severe Borderline Personality Disorder. A Matched Control Study. Clinical Psychology and Psychotherapy 2014, online.
20.
go back to reference Feenstra DJ, Hutsebaut J, Verheul R, van Limbeek J. Identity: Empirical contribution: changes in the identity Integration of Adolescents in treatment for personality disorders. J Personal Disord. 2014;28(1):101–12.CrossRef Feenstra DJ, Hutsebaut J, Verheul R, van Limbeek J. Identity: Empirical contribution: changes in the identity Integration of Adolescents in treatment for personality disorders. J Personal Disord. 2014;28(1):101–12.CrossRef
21.
go back to reference Falkum E, Klungsøyr O, Ullevålseter Lystad J, Bull HC, Evensen S, Martinsen E, Friis S, Ueland T: Vocational rehabilitation for adults with psychotic disorders in a Scandinavian welfare society. BMC Psychiatry 2017, 17(24). Falkum E, Klungsøyr O, Ullevålseter Lystad J, Bull HC, Evensen S, Martinsen E, Friis S, Ueland T: Vocational rehabilitation for adults with psychotic disorders in a Scandinavian welfare society. BMC Psychiatry 2017, 17(24).
22.
go back to reference Robins JM, Hernan MA, Brumback B: Marginal structural models and causal inference in epidemiology. Epidemiology 2000, 11:550–560. Robins JM, Hernan MA, Brumback B: Marginal structural models and causal inference in epidemiology. Epidemiology 2000, 11:550–560.
23.
go back to reference VanderWeele TJ, Hawkley LC, Thisted RA, Cacioppo JC. A marginal structural model analysis for loneliness. Implications for intervention trials and clinical practice. J Consult Clin Psychol. 2011;79(2):225–35.CrossRefPubMedPubMedCentral VanderWeele TJ, Hawkley LC, Thisted RA, Cacioppo JC. A marginal structural model analysis for loneliness. Implications for intervention trials and clinical practice. J Consult Clin Psychol. 2011;79(2):225–35.CrossRefPubMedPubMedCentral
24.
go back to reference VanderWeele TJ, Hawkley LC, Cacioppo JT. On the reciprocal association between loneliness and subjective well - being. Am J Epidemiol. 2012;176(9):777–84.CrossRefPubMedPubMedCentral VanderWeele TJ, Hawkley LC, Cacioppo JT. On the reciprocal association between loneliness and subjective well - being. Am J Epidemiol. 2012;176(9):777–84.CrossRefPubMedPubMedCentral
25.
go back to reference Hernan MA, Brumback BA, Robins JM. Estimating the causal effect of zidovudine on CD4 count with a marginal structural model for repeated measures. Stat Med. 2002;21:1689–709.CrossRefPubMed Hernan MA, Brumback BA, Robins JM. Estimating the causal effect of zidovudine on CD4 count with a marginal structural model for repeated measures. Stat Med. 2002;21:1689–709.CrossRefPubMed
26.
go back to reference Arnevik E, Wilberg T, Urnes Ø, Johansen MS, Monsen JT, Karterud S. Psychotherapy for personality disorders: short-term day hospital psychotherapy versus outpatient individual therapy - a randomized controlled study. European Psychiatry. 2009;24(2):71–8.CrossRefPubMed Arnevik E, Wilberg T, Urnes Ø, Johansen MS, Monsen JT, Karterud S. Psychotherapy for personality disorders: short-term day hospital psychotherapy versus outpatient individual therapy - a randomized controlled study. European Psychiatry. 2009;24(2):71–8.CrossRefPubMed
27.
go back to reference Gullestad FS, Wilberg T, Klungsøyr O, Johansen MS, Urnes Ø, Karterud S. Is treatment in a day hospital step-down program superior to outpatient individual psychotherapy for patients with personality disorders? 36 months follow-up of a randomized clinical trial comparing different treatment modalities. Psychother Res. 2012;22(4):426–41.CrossRefPubMed Gullestad FS, Wilberg T, Klungsøyr O, Johansen MS, Urnes Ø, Karterud S. Is treatment in a day hospital step-down program superior to outpatient individual psychotherapy for patients with personality disorders? 36 months follow-up of a randomized clinical trial comparing different treatment modalities. Psychother Res. 2012;22(4):426–41.CrossRefPubMed
28.
go back to reference Wilberg T, Kvarstein E, Rovik JO. Patients with personality disorders in private specialist practice. Tidsskr Nor Laegeforen. 2014;134(23–24):2267–72.CrossRefPubMed Wilberg T, Kvarstein E, Rovik JO. Patients with personality disorders in private specialist practice. Tidsskr Nor Laegeforen. 2014;134(23–24):2267–72.CrossRefPubMed
29.
go back to reference Pedersen G, Hagtvet KA, Karterud S. Generalizability studies of the global assessment of functioning-split version. Compr Psychiatry. 2007;48:88–94.CrossRefPubMed Pedersen G, Hagtvet KA, Karterud S. Generalizability studies of the global assessment of functioning-split version. Compr Psychiatry. 2007;48:88–94.CrossRefPubMed
30.
go back to reference Bastiaansen L, De Fruyt F. Personality disorder dysfunction versus traits: structural and conceptual issues. Personality Disorders: Theory, Research, and Treatment. 2013;4:293–303.CrossRef Bastiaansen L, De Fruyt F. Personality disorder dysfunction versus traits: structural and conceptual issues. Personality Disorders: Theory, Research, and Treatment. 2013;4:293–303.CrossRef
31.
go back to reference McCrae RR, Costa PT, Ostendorf F, Angleitner A, Hrebickova M, Avia MD, et al. Nature over nurture: temperament, personality, and life span development. J Pers Soc Psychol. 2000;78(1):173–86.CrossRefPubMed McCrae RR, Costa PT, Ostendorf F, Angleitner A, Hrebickova M, Avia MD, et al. Nature over nurture: temperament, personality, and life span development. J Pers Soc Psychol. 2000;78(1):173–86.CrossRefPubMed
32.
go back to reference Livesley WJ, Jang KL. Genetic contributions to personality structure. Hoboken New York: Wiley; 2005. Livesley WJ, Jang KL. Genetic contributions to personality structure. Hoboken New York: Wiley; 2005.
33.
go back to reference Wood SN. Generalized additive models: an introduction with R: Chapman and Hall/CRC; 2006. Wood SN. Generalized additive models: an introduction with R: Chapman and Hall/CRC; 2006.
34.
go back to reference VanderWeele TJ, & Arah, O.A.: Bias formulas for sensitivity analysis of unmeasured confounding for general outcomes, treatments, and confounders. Epidemiology 2011, 22(1):42–52. VanderWeele TJ, & Arah, O.A.: Bias formulas for sensitivity analysis of unmeasured confounding for general outcomes, treatments, and confounders. Epidemiology 2011, 22(1):42–52.
35.
go back to reference R Core Team: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. 2014. R Core Team: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. 2014.
36.
go back to reference Forcada I, Papachristou E, Mur M, Christodoulou T, Jogia J, Reichenberg A, et al. The impact of general intellectual ability and white matter volume on the functional outcome of patients with bipolar disorder and their relatives. J Affect Disord. 2011;130:413–20.CrossRefPubMed Forcada I, Papachristou E, Mur M, Christodoulou T, Jogia J, Reichenberg A, et al. The impact of general intellectual ability and white matter volume on the functional outcome of patients with bipolar disorder and their relatives. J Affect Disord. 2011;130:413–20.CrossRefPubMed
37.
go back to reference Bales D, van Beek N, Smits M, Willemsen S, Busschbach JJV, Verheul R, et al. Treatment outcome of 18 - month, day hospital MENTALIZATION - based treatment (MBT) in patients with severe borderline personality disorders in THE NETHERLANDS. J Personal Disord. 2012;26(4):568–82.CrossRef Bales D, van Beek N, Smits M, Willemsen S, Busschbach JJV, Verheul R, et al. Treatment outcome of 18 - month, day hospital MENTALIZATION - based treatment (MBT) in patients with severe borderline personality disorders in THE NETHERLANDS. J Personal Disord. 2012;26(4):568–82.CrossRef
38.
go back to reference Antonsen BT, Kvarstein EH, Urnes Ø, Hummelen B, Karterud S, Wilberg T. Favourable outcome of long-term combined psychotherapy for patients with borderline personality disorder: six-year follow-up of a randomized study. Psychother Res. 2015:1–13. Antonsen BT, Kvarstein EH, Urnes Ø, Hummelen B, Karterud S, Wilberg T. Favourable outcome of long-term combined psychotherapy for patients with borderline personality disorder: six-year follow-up of a randomized study. Psychother Res. 2015:1–13.
39.
go back to reference VanderWeele TJ, Hernan MA, Robins JM. Causal directed acyclic graphs and the direction of unmeasured confounding bias. Epidemiology. 2008;19(5):720–8.CrossRefPubMedPubMedCentral VanderWeele TJ, Hernan MA, Robins JM. Causal directed acyclic graphs and the direction of unmeasured confounding bias. Epidemiology. 2008;19(5):720–8.CrossRefPubMedPubMedCentral
40.
go back to reference Zanarini MC, Frankenburg FR, Hennen J, Silk KR. The longitudinal course of borderline psychopathology: 6-year prospective follow-up of the phenomenology of borderline personality disorder. Am J Psychiatr. 2003;160(2):274–83.CrossRefPubMed Zanarini MC, Frankenburg FR, Hennen J, Silk KR. The longitudinal course of borderline psychopathology: 6-year prospective follow-up of the phenomenology of borderline personality disorder. Am J Psychiatr. 2003;160(2):274–83.CrossRefPubMed
41.
go back to reference Zanarini MC, Frankenburg FR, Hennen J, Reich B, Silk KR. The Mclean study of adult development (MSAD): overview and Implications of the First six years of PROSPECIVE follow-up. J Personal Disord. 2005;19(5):505–23.CrossRef Zanarini MC, Frankenburg FR, Hennen J, Reich B, Silk KR. The Mclean study of adult development (MSAD): overview and Implications of the First six years of PROSPECIVE follow-up. J Personal Disord. 2005;19(5):505–23.CrossRef
42.
go back to reference Zanarini MC, Frankenburg FR, Reich DR, Silk KR, Hudson JI, McSweeney LB. The Subsyndromal phenomenology of borderline personality disorder: a 10-year follow-up study. Am J Psychiatr. 2007;164(6):929–35.CrossRefPubMed Zanarini MC, Frankenburg FR, Reich DR, Silk KR, Hudson JI, McSweeney LB. The Subsyndromal phenomenology of borderline personality disorder: a 10-year follow-up study. Am J Psychiatr. 2007;164(6):929–35.CrossRefPubMed
43.
go back to reference Zeger SL, Liang KY. Longitudinal data analysis for discrete and continuous outcomes. Biometrics. 1986;42:121–30.CrossRefPubMed Zeger SL, Liang KY. Longitudinal data analysis for discrete and continuous outcomes. Biometrics. 1986;42:121–30.CrossRefPubMed
45.
go back to reference Xiao Y, Moodie EEM, Abrahamowicz M. Comparison of approaches to weight truncation for marginal structural cox models. Epidemiologic Methods. 2013;2(1):1–20.CrossRef Xiao Y, Moodie EEM, Abrahamowicz M. Comparison of approaches to weight truncation for marginal structural cox models. Epidemiologic Methods. 2013;2(1):1–20.CrossRef
47.
go back to reference Suarez D, Borras R, Basagana X. Differences between marginal structural models and conventional models in their exposure effect estimates. A Systematic Review Epidemiology. 2011;22(4):586–8. Suarez D, Borras R, Basagana X. Differences between marginal structural models and conventional models in their exposure effect estimates. A Systematic Review Epidemiology. 2011;22(4):586–8.
48.
go back to reference Lefebvre G, Delaney JAC, Platt RW. Impact of mis-specification of the treatment model on estimates from a marginal structural model. Stat Med. 2008;27:3629–42.CrossRefPubMed Lefebvre G, Delaney JAC, Platt RW. Impact of mis-specification of the treatment model on estimates from a marginal structural model. Stat Med. 2008;27:3629–42.CrossRefPubMed
Metadata
Title
Contours of a causal feedback mechanism between adaptive personality and psychosocial function in patients with personality disorders: a secondary analysis from a randomized clinical trial
Authors
Ole Klungsøyr
Bjørnar Antonsen
Theresa Wilberg
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Psychiatry / Issue 1/2017
Electronic ISSN: 1471-244X
DOI
https://doi.org/10.1186/s12888-017-1365-4

Other articles of this Issue 1/2017

BMC Psychiatry 1/2017 Go to the issue