Abstract
Emotion dysregulation is a transdiagnostic phenomenon. In evidence-based treatments for disorders involving emotion dysregulation, there are still many who do not achieve clinically significant gains. The primary goal of the present study was to examine the effect of personality on treatment outcomes in individuals experiencing symptoms of emotion dysregulation. Participants were involved in a randomized control trial, where they participated in one of two group therapy programs, dialectical behavioural therapy or positive psychotherapy (PPT). Hierarchical regressions were performed to examine the main effects and interactive effects predicting change in emotion dysregulation, depression, and anxiety across the course of treatment. Split group analyses were conducted to examine the main effects of personality on treatment outcomes, differentiated by treatment group. None of the individual personality traits reached a level of significance to predict treatment outcomes after controlling for baseline symptom severity. However, large effect sizes were observed suggesting personality may have moderated specific treatment effects within the individual types of treatment. For participants undergoing dialectical behaviour therapy, higher conscientiousness and higher neuroticism predicted improved depressive symptoms. Conversely, for participants undergoing PPT, lower neuroticism and lower conscientiousness predicted improved emotion dysregulation. Extraversion predicted better outcomes across both groups. Results suggest that certain treatment types could be more beneficial for people with certain personality profiles.
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Notes
Original aims/hypotheses for this project included interactions between personality traits predicting outcome across both treatment groups. This section has been added as supplemental materials and is not discussed further due to brevity concerns.
References
Allen, T. A., Carey, B. E., McBride, C., Bagby, R. M., DeYoung, C. G., & Quilty, L. C. (2018). Big Five aspects of personality interact to predict depression. Journal of Personality, 86(4), 714–725. https://doi.org/10.1111/jopy.12352
Bagby, R. M., Joffe, R. T., Parker, J. D. A., Kalemba, V., & Harkness, K. L. (1995). Major depression and the five-factor model of personality. Journal of Personality Disorders, 9(3), 224–234. https://doi.org/10.1521/pedi.1995.9.3.224
Barańczuk, U. (2019). The five factor model of personality and emotion regulation: A meta-analysis. Personality and Individual Differences, 139, 217–227. https://doi.org/10.1016/j.paid.2018.11.025
Beauchamp, M.-C., Lecomte, T., Lecomte, C., Leclerc, C., & Corbière, M. (2013). Do personality traits matter when choosing a group therapy for early psychosis? Psychology and Psychotherapy: Theory, Research and Practice, 86(1), 19–32. https://doi.org/10.1111/j.2044-8341.2011.02052.x
Canuto, A., Giannakopoulos, P., Meiler-Mititelu, C., Delaloye, C., Herrmann, F. R., & Weber, K. (2009). Personality traits influence clinical outcome in day hospital-treated elderly depressed patients. The American Journal of Geriatric Psychiatry, 17(4), 335–343. https://doi.org/10.1097/JGP.0b013e3181987536
Clark, L. A. (2007). Assessment and diagnosis of personality disorder: Perennial issues and an emerging reconceptualization. Annual Review of Psychology, 58(1), 227–257. https://doi.org/10.1146/annurev.psych.57.102904.190200
Cloninger, C. R. (1987). A systematic method for clinical description and classification of personality variants: A proposal. Archives of General Psychiatry, 44(6), 573–588. https://doi.org/10.1001/archpsyc.1987.01800180093014
Costa, P. T., & McCrae, R. R. (1995). Domains and facets: Hierarchical personality assessment using the Revised NEO Personality Inventory. Journal of Personality Assessment, 64(1), 21–50. https://doi.org/10.1207/s15327752jpa6401_2
Cristea, I. A., Gentili, C., Cotet, C. D., Palomba, D., Barbui, C., & Cuijpers, P. (2017). Efficacy of psychotherapies for borderline personality disorder: A systematic review and meta-analysis. Jama Psychiatry, 74(4), 319–328. https://doi.org/10.1001/jamapsychiatry.2016.4287
Daros, A. R., Haefner, S. A., Asadi, S., Kazi, S., Rodak, T., & Quilty, L. C. (2021). A meta-analysis of emotional regulation outcomes in psychological interventions for youth with depression and anxiety. Nature Human Behaviour, 5(10), 1443–1457. https://doi.org/10.1038/s41562-021-01191-9
Deragotis, L. (1983). SCL-90-R: Administration, scoring and procedures manual. Clinical Psychometric Research.
Dermody, S. S., Quilty, L. C., & Bagby, R. M. (2016). Interpersonal impacts mediate the association between personality and treatment response in major depression. Journal of Counseling Psychology, 63(4), 396–404. https://doi.org/10.1037/cou0000144
DeYoung, C. G., Peterson, J. B., & Higgins, D. M. (2002). Higher-order factors of the Big Five predict conformity: Are there neuroses of health? Personality and Individual Differences, 33(4), 533–552. https://doi.org/10.1016/S0191-8869(01)00171-4
Digman, J. M. (1990). Personality structure: Emergence of the five-factor model. Annual Review of Psychology, 41, 417–440. https://doi.org/10.1146/annurev.ps.41.020190.002221
Digman, J. M. (1997). Higher-order factors of the Big Five. Journal of Personality and Social Psychology, 73(6), 1246–1256. https://doi.org/10.1037/0022-3514.73.6.1246
Eysenck, H. J. (1987). The place of anxiety and impulsivity in a dimensional framework. Journal of Research in Personality, 21(4), 489–492. https://doi.org/10.1016/0092-6566(87)90035-3
Fairholme, C. P., Nosen, E. L., Nillni, Y. I., Schumacher, J. A., Tull, M. T., & Coffey, S. F. (2013). Sleep disturbance and emotion dysregulation as transdiagnostic processes in a comorbid sample. Behaviour Research and Therapy, 51(9), 540–546. https://doi.org/10.1016/j.brat.2013.05.014
Glenn, C. R., & Klonsky, E. D. (2009). Emotion dysregulation as a core feature of borderline personality disorder. Journal of Personality Disorders, 23(1), 20–28. https://doi.org/10.1521/pedi.2009.23.1.20
Gratz, K. L., & Gunderson, J. G. (2006). Preliminary data on an acceptance-based emotion regulation group intervention for deliberate self-harm among women with borderline personality disorder. Behavior Therapy, 37(1), 25–35. https://doi.org/10.1016/j.beth.2005.03.002
Gratz, K. L., & Roemer, L. (2004). Multidimensional assessment of emotion regulation and dysregulation: Development, factor structure, and initial validation of the difficulties in emotion regulation scale. Journal of Psychopathology and Behavioral Assessment, 26(1), 41–54. https://doi.org/10.1023/B:JOBA.0000007455.08539.94
Gruber, J., Eidelman, P., & Harvey, A. G. (2008). Transdiagnostic emotion regulation processes in bipolar disorder and insomnia. Behaviour Research and Therapy, 46(9), 1096–1100. https://doi.org/10.1016/j.brat.2008.05.004
Hayward, R. D., Taylor, W. D., Smoski, M. J., Steffens, D. C., & Payne, M. E. (2013). Association of five-factor model personality domains and facets with presence, onset, and treatment outcomes of major depression in older adults. The American Journal of Geriatric Psychiatry, 21(1), 88–96. https://doi.org/10.1016/j.jagp.2012.11.012
Hirsh, J. B., Quilty, L. C., Bagby, R. M., & McMain, S. F. (2012). The relationship between agreeableness and the development of the working alliance in patients with borderline personality disorder. Journal of Personality Disorders, 26(4), 616–627. https://doi.org/10.1521/pedi.2012.26.4.616
Hooten, W. M., Wolter, T. D., Ames, S. C., Hurt, R. D., Vickers, K. S., Offord, K. P., & Hays, J. T. (2005). Personality correlates related to tobacco abstinence following treatment. The International Journal of Psychiatry in Medicine, 35(1), 59–74. https://doi.org/10.2190/N9F1-1R9G-6EDW-9BFL
Hopwood, C. J., Kotov, R., Krueger, R. F., Watson, D., Widiger, T. A., Althoff, R. R., Ansell, E. B., Bach, B., Bagby, M. R., Blais, M. A., Bornovalova, M. A., Chmielewski, M., Cicero, D. C., Conway, C., De Clercq, B., De Fruyt, F., Docherty, A. R., Eaton, N. R., Edens, … Zimmerman, J. (2018). The time has come for dimensional personality disorder diagnosis. Personality and Mental Health, 12, 82–86. https://doi.org/10.1002/pmh.1408
John, O. P. (2021). History, measurement, and conceptual elaboration of the Big-Five trait taxonomy: The paradigm matures. In O. P. John & R. W. Robins (Eds.), Handbook of personality: Theory and research (pp. 35–82). The Guilford Press.
Keefe, J., Kim, T., DeRubeis, R., Streiner, D., Links, P., & McMain, S. (2021). Treatment selection in borderline personality disorder between dialectical behavior therapy and psychodynamic psychiatric management. Psychological Medicine, 51(11), 1829–1837. https://doi.org/10.1017/S0033291720000550
Kotov, R., Krueger, R. F., Watson, D., Achenbach, T. M., Althoff, R. R., Bagby, R. M., Brown, T. A., Carpenter, W. T., Caspi, A., Clark, L. A., Eaton, N. R., Forbes, M. K., Forbush, K. T., Goldberg, D., Hasin, D., Hyman, S. E., Ivanova, M. Y., Lynam, D. R., Markon, K., … Zimmerman, M. (2017). The Hierarchical Taxonomy of Psychopathology (HiTOP): A dimensional alternative to traditional nosologies. Journal of Abnormal Psychology, 126(4), 454–477. https://doi.org/10.1037/abn0000258
Krueger, R. F., & Markon, K. E. (2011). A Dimensional-Spectrum Model of Psychopathology: Progress and Opportunities. Archives of General Psychiatry, 68(1), 10–11. https://doi.org/10.1001/archgenpsychiatry.2010.188
Linehan, M. (2015). DBT skills training manual (2nd ed.). The Guilford Press.
Mausbach, B. T., Moore, R., Roesch, S., Cardenas, V., & Patterson, T. L. (2010). The relationship between homework compliance and therapy outcomes: An updated meta-analysis. Cognitive Therapy and Research, 34(5), 429–438. https://doi.org/10.1007/s10608-010-9297-z
McCrae, R. R., & Costa, P. T. (1987). Validation of the five-factor model of personality across instruments and observers. Journal of Personality and Social Psychology, 52(1), 81. https://doi.org/10.1037/0022-3514.52.1.81
Merz, E. L., & Roesch, S. C. (2011). A latent profile analysis of the five factor model of personality: Modeling trait interactions. Personality and Individual Differences, 51(8), 915–919. https://doi.org/10.1016/j.paid.2011.07.022
Molloy, G. J., O’Carroll, R. E., & Ferguson, E. (2014). Conscientiousness and medication adherence: A meta-analysis. Annals of Behavioral Medicine, 47(1), 92–101. https://doi.org/10.1007/s12160-013-9524-4
Mulder, R. T. (2002). Personality pathology and treatment outcome in major depression: A review. The American Journal of Psychiatry, 159(3), 359–371. https://doi.org/10.1176/appi.ajp.159.3.359
Mullins-Sweatt, S. N., Jamerson, J. E., Samuel, D. B., Olson, D. R., & Widiger, T. A. (2006). Psychometric properties of an abbreviated instrument of the five-factor model. Assessment, 13(2), 119–137. https://doi.org/10.1177/1073191106286748
Neacsiu, A. D., Eberle, J. W., Kramer, R., Wiesmann, T., & Linehan, M. M. (2014). Dialectical behavior therapy skills for transdiagnostic emotion dysregulation: A pilot randomized controlled trial. Behaviour Research and Therapy, 59, 40–51. https://doi.org/10.1016/j.brat.2014.05.005
Oud, M., Arntz, A., Hermens, M. L., Verhoef, R., & Kendall, T. (2018). Specialized psychotherapies for adults with borderline personality disorder: A systematic review and meta-analysis. Australian & New Zealand Journal of Psychiatry, 52(10), 949–961. https://doi.org/10.1177/0004867418791257
Ozer, D. J., & Benet-Martinez, V. (2006). Personality and the prediction of consequential outcomes. Annual Review of Psychology, 57, 401–421. https://doi.org/10.1146/annurev.psych.57.102904.190127
Quilty, L. C., De Fruyt, F., Rolland, J.-P., Kennedy, S. H., Rouillon, P. F., & Bagby, R. M. (2008). Dimensional personality traits and treatment outcome in patients with major depressive disorder. Journal of Affective Disorders, 108(3), 241–250. https://doi.org/10.1016/j.jad.2007.10.022
Rajappa, K., Gallagher, M., & Miranda, R. (2012). Emotion dysregulation and vulnerability to suicidal ideation and attempts. Cognitive Therapy and Research, 36(6), 833–839. https://doi.org/10.1007/s10608-011-9419-2
Rashid, T. (2015). Positive psychotherapy: A strength-based approach. The Journal of Positive Psychology, 10(1), 25–40. https://doi.org/10.1080/17439760.2014.920411
Renna, M. E., Quintero, J. M., Fresco, D. M., & Mennin, D. S. (2017). Emotion regulation therapy: A mechanism-targeted treatment for disorders of distress. Frontiers in Psychology, 8, 98. https://doi.org/10.3389/fpsyg.2017.00098
Roberts, B. W., & DelVecchio, W. F. (2000). The rank-order consistency of personality traits from childhood to old age: A quantitative review of longitudinal studies. Psychological Bulletin, 126(1), 3–25. https://doi.org/10.1037/0033-2909.126.1.3
Roberts, B. W., Kuncel, N. R., Shiner, R., Caspi, A., & Goldberg, L. R. (2007). The power of personality: The comparative validity of personality traits, socioeconomic status, and cognitive ability for predicting important life outcomes. Perspectives on Psychological Science, 2(4), 313–345. https://doi.org/10.1111/j.1745-6916.2007.00047.x
Samuel, D. B., & Widiger, T. A. (2008). A meta-analytic review of the relationships between the five-factor model and DSM-IV-TR personality disorders: A facet level analysis. Clinical Psychology Review, 28(8), 1326–1342. https://doi.org/10.1016/j.cpr.2008.07.002
Sato, T., Hirano, S., Narita, T., Kusunoki, K., Kato, J., Goto, M., Sakado, K., & Uehara, T. (1999). Temperament and character inventory dimensions as a predictor of response to antidepressant treatment in major depression. Journal of Affective Disorders, 56(2), 153–161. https://doi.org/10.1016/S0165-0327(99)00047-6
Seligman, M., Rashid, T., & Parks, A. C. (2006). Positive psychotherapy. The American Psychologist, 61(8), 774–788. https://doi.org/10.1037/0003-066X.61.8.774
Stoeber, J., Otto, K., & Dalbert, C. (2009). Perfectionism and the Big Five: Conscientiousness predicts longitudinal increases in self-oriented perfectionism. Personality and Individual Differences, 47(4), 363–368. https://doi.org/10.1016/j.paid.2009.04.004
Storebø, O. J., Stoffers-Winterling, J. M., Völlm, B. A., Kongerslev, M. T., Mattivi, J. T., Jørgensen, M. S., Faltinsen, E., Todorovac, A., Sales, C. P., Callesen, H. E., Lieb, K., & Simonsen, E. (2020). Psychological therapies for people with borderline personality disorder. Cochrane Database of Systematic Reviews. https://doi.org/10.1002/14651858.CD012955.pub2
Sturman, E. D., Flett, G. L., Hewitt, P. L., & Rudolph, S. G. (2009). Dimensions of Perfectionism and Self-worth Contingencies in Depression. Journal of Rational-Emotive & Cognitive-Behavior Therapy, 27(4), 213–231. https://doi.org/10.1007/s10942-007-0079-9
Tackett, J. L., & Mullins-Sweatt, S. (2021). Personality and psychopathology. In O. P. John & R. W. Robins (Eds.), Handbook of personality: Theory and research (pp. 743–745). The Guilford Press.
Uliaszek, A. A., Rashid, T., Williams, G. E., & Gulamani, T. (2016). Group therapy for university students: A randomized control trial of dialectical behavior therapy and positive psychotherapy. Behaviour Research and Therapy, 77, 78–85. https://doi.org/10.1016/j.brat.2015.12.003
Vasey, M. W., Harbaugh, C. N., Lonigan, C. J., Phillips, B. M., Hankin, B. L., Willem, L., & Bijttebier, P. (2013). Dimensions of temperament and depressive symptoms: Replicating a three-way interaction. Journal of Research in Personality, 47(6), 908–921. https://doi.org/10.1016/j.jrp.2013.09.001
Vine, V., & Aldao, A. (2014). Impaired emotional clarity and psychopathology: A transdiagnostic deficit with symptom-specific pathways through emotion regulation. Journal of Social and Clinical Psychology, 33(4), 319–342. https://doi.org/10.1521/jscp.2014.33.4.319
Widiger, T. A., & Hines, A. (2022). The Diagnostic and Statistical Manual of Mental Disorders, fifthe edition alternative model of personality disorder. Personality Disorders, 13(4), 347–355. https://doi.org/10.1037/per0000524
Widiger, T. A., & Oltmanns, J. R. (2021). Personality and psychopathology. In O. P. John & R. W. Robins (Eds.), Handbook of personality: Theory and research (p. 76). Guilford.
Wolff, J. C., Thompson, E., Thomas, S. A., Nesi, J., Bettis, A. H., Ransford, B., Scopelliti, K., Frazier, E. A., & Liu, R. T. (2019). Emotion dysregulation and non-suicidal self-injury: A systematic review and meta-analysis. European Psychiatry, 59, 25–36. https://doi.org/10.1016/j.eurpsy.2019.03.004
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Uliaszek and Rashid conceptualized the primary study and ran the interventions. Dr. Uliaszek collected and prepared all data. The design of the present study questions and all data analyses were performed by Ryan M. Brudner and Amanda A. Uiaszek. The first draft of the manuscript was written by Ryan M. Brudner and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Brudner, R.M., Gulamani, T., Rashid, T. et al. Five-Factor Model Domains as Moderators of Treatment Outcomes in a Transdiagnostic Young Adult Sample. J Contemp Psychother (2024). https://doi.org/10.1007/s10879-024-09618-w
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DOI: https://doi.org/10.1007/s10879-024-09618-w