The NEO Five-Factor Inventory: Latent Structure and Relationships With Dimensions of Anxiety and Depressive Disorders in a Large Clinical Sample
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The present study evaluated the latent structure of the NEO Five-Factor Inventory (NEO FFI) and relations between the five-factor model (FFM) of personality and dimensions of DSM-IV anxiety and depressive disorders (panic disorder, generalized anxiety disorder [GAD], obsessive—compulsive disorder, social phobia [SOC], major depressive disorder [MDD]) in a large sample of outpatients ( N = 1,980). Exploratory structural equation modeling (ESEM) was used to show that a five-factor solution provided acceptable model fit, albeit with some poorly functioning items. Neuroticism demonstrated significant positive associations with all but one of the disorder constructs whereas Extraversion was inversely related to SOC and MDD. Conscientiousness was inversely related to MDD but demonstrated a positive relationship with GAD. Results are discussed in regard to potential revisions to the NEO FFI, the evaluation of other NEO instruments using ESEM, and clinical implications of structural paths between FFM domains and specific emotional disorders.
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Patients with generalized anxiety tend to present with higher than average levels of conscientiousness.
“Patients with generalized anxiety tend to present with higher than average levels of conscientiousness 143 , another Big Five personality trait.”
From The clinical characterization of the adult patient with an anxiety or related disorder aimed at personalization of management (2021) · cites this paper as [143]
The Discussion (page not provided) reports a positive association between conscientiousness and GAD dimensions only after controlling for other personality and disorder dimensions. It also reports a trivial unadjusted correlation (r = −.02), so the finding does not establish that patients with GAD have higher-than-average conscientiousness. (LLM, conf=0.88)
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Cites
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,841 · see citing works
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
Diagnostic and Statistical Manual of Mental Disorders.
Widiger, T. A. (2000) · Oxford University Press eBooks · doi:10.1037/10518-009 · Cited by 19,767 · see citing works
Confirmatory factor analysis for applied research
Brown, T. A. (2007) · Choice Reviews Online · doi:10.5860/choice.44-2769 · Cited by 15,613 · see citing works
Self-citationDiagnostic and Statistical Manual of Mental Disorders
&NA; (1988) · Alzheimer Disease & Associated Disorders · doi:10.1097/00002093-198802020-00022 · Cited by 12,603 · see citing works
Marsh, H. W., Hau, K.-T., & Wen, Z. (2004) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1207/s15328007sem1103_2 · Cited by 6,691 · see citing works
Drake, M. M. (1988) · American Journal of Occupational Therapy · doi:10.5014/ajot.42.10.683b · Cited by 5,303 · see citing works
Exploratory Structural Equation Modeling
Asparouhov, T., & Muthén, B. (2009) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705510903008204 · Cited by 2,722 · see citing works
Positive and negative affectivity and their relation to anxiety and depressive disorders.
Watson, D., Clark, L. A., & Carey, G. (1988) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.97.3.346 · Cited by 1,795 · see citing works
Personality disorders and the five factor model of personality
Costa, P. T., & McCrae, R. R. (1990) · Journal of Personality Disorders · doi:10.1521/pedi.1990.4.4.362 · Cited by 1,653 · see citing works
Brown, T. A., Campbell, L. A., Lehman, C. L., Grisham, J. R., & Mancill, R. B. (2001) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.110.4.585 · Cited by 1,562 · see citing works
Self-citationBrown, T. A., Chorpita, B. F., & Barlow, D. H. (1998) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.107.2.179 · Cited by 1,400 · see citing works
Self-citationBrown, T. A., Chorpita, B. F., & Barlow, D. H. (1998) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.107.2.179 · Cited by 1,400 · see citing works
Self-citationRelationship of personality to performance motivation: A meta-analytic review.
Judge, T. A., & Ilieș, R. (2002) · Journal of Applied Psychology · doi:10.1037/0021-9010.87.4.797 · Cited by 1,292 · see citing works
A contemplated revision of the NEO Five-Factor Inventory
McCrae, R. R., & Costa, P. T. (2003) · Personality and Individual Differences · doi:10.1016/s0191-8869(03)00118-1 · Cited by 1,157 · see citing works
Marsh, H. W., Muthén, B., Asparouhov, T., Lüdtke, O., Robitzsch, A., Morin, A. J. S., & Trautwein, U. (2009) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1080/10705510903008220 · Cited by 1,093 · see citing works
Generalized anxiety disorder: A preliminary test of a conceptual model
Dugas, M. J., Gagnon, F., Ladouceur, R., & Freeston, M. H. (1998) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(97)00070-3 · Cited by 1,072 · see citing works
Samuel, D. B., & Widiger, T. A. (2008) · Clinical Psychology Review · doi:10.1016/j.cpr.2008.07.002 · Cited by 1,018 · see citing works
Description and Measurement of Personality.
Merrill, P. L., & Cattell, R. B. (1947) · Journal of Educational Sociology · doi:10.2307/2263917 · Cited by 990 · see citing works
Adding Liebe und Arbeit: The Full Five-Factor Model and Well-Being
McCrae, R. R., & Costa, P. T. (1991) · Personality and Social Psychology Bulletin · doi:10.1177/014616729101700217 · Cited by 972 · see citing works
A new look at the big five factor structure through exploratory structural equation modeling
Marsh, H. W., Lüdtke, O., Muthén, B., Asparouhov, T., Morin, A. J. S., Trautwein, U., & Nagengast, B. (2010) · Psychological Assessment · doi:10.1037/a0019227 · Cited by 899 · see citing works
Brown, T. A., Di Nardo, P. A., Lehman, C. L., & Campbell, L. A. (2001) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.110.1.49 · Cited by 888 · see citing works
Self-citationBrown, T. A., Di Nardo, P. A., Lehman, C. L., & Campbell, L. A. (2001) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.110.1.49 · Cited by 887 · see citing works
Self-citationThe Five-Factor Model of Personality and Career Success
Seibert, S. E., & Kraimer, M. L. (2001) · Journal of Vocational Behavior · doi:10.1006/jvbe.2000.1757 · Cited by 819 · see citing works
McCrae, R. R., Zonderman, A. B., Costa, P. T., Bond, M. H., & Paunonen, S. V. (1996) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.70.3.552 · Cited by 798 · see citing works
Brown, T. A., & Barlow, D. H. (2009) · Psychological Assessment · doi:10.1037/a0016608 · Cited by 639 · see citing works
Self-citationA Longitudinal Study of Personality Change in Young Adulthood
Robins, R. W., Fraley, R. C., Roberts, B. W., & Trzesniewski, K. H. (2001) · Journal of Personality · doi:10.1111/1467-6494.694157 · Cited by 634 · see citing works
Simulation Study on Fit Indexes in CFA Based on Data With Slightly Distorted Simple Structure
Beauducel, A., & Wittmann, W. W. (2005) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1207/s15328007sem1201_3 · Cited by 593 · see citing works
Noftle, E. E., & Shaver, P. R. (2006) · Journal of Research in Personality · doi:10.1016/j.jrp.2004.11.003 · Cited by 501 · see citing works
Trull, T. J., & Sher, K. J. (1994) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.103.2.350 · Cited by 425 · see citing works
Anxiety and Its Disorders. The Nature and Treatment of Anxiety and Panic
Kahn, R. S. (1990) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-199011000-00018 · Cited by 414 · see citing works
Personality disorders and the five-factor model of personality (2nd ed.).
(2002) · American Psychological Association eBooks · doi:10.1037/10423-000 · Cited by 414 · see citing works
Church, A. T., & Burke, P. J. (1994) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.66.1.93 · Cited by 403 · see citing works
Bienvenu, O. J., SAMUELS, J. F., Costa, P. T., Reti, I. M., Eaton, W. W., & Nestadt, G. (2004) · Depression and Anxiety · doi:10.1002/da.20026 · Cited by 385 · see citing works
Personality and Psychopathology: An Application of the Five‐Factor Model
Widiger, T. A., & Trull, T. J. (1992) · Journal of Personality · doi:10.1111/j.1467-6494.1992.tb00977.x · Cited by 323 · see citing works
Brown, T. A. (2007) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.116.2.313 · Cited by 306 · see citing works
Self-citationChurch, A. T., & Burke, P. J. (1994) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.66.1.93 · Cited by 300 · see citing works
Trull, T. J., & Sher, K. J. (1994) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.103.2.350 · Cited by 290 · see citing works
Generalized worry disorder: a review of DSM-IV generalized anxiety disorder and options for DSM-V
Andrews, G., Hobbs, M. J., Borkovec, T. D., Beesdo, K., Craske, M. G., Heimberg, R. G., Rapee, R. M., Ruscio, A. M., & Stanley, M. A. (2010) · Depression and Anxiety · doi:10.1002/da.20658 · Cited by 273 · cited 2× · see citing works
“…of strain were viewed as consistent with arguments that the excessiveness and uncontrollability criteria of GAD may be highly overlapping (e.g., Andrews et al., 2010) and research demonstrating the strong phenotypic overlap between GAD and depression (e.g., high comorbidity between GAD and…”
BackgroundBrown, T. A., & Barlow, D. H. (2005) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.114.4.551 · Cited by 268 · see citing works
Self-citationThe Psychotherapeutic Utility of the Five-Factor Model of Personality: A Clinician's Experience
Miller, T. R. (1991) · Journal of Personality Assessment · doi:10.1207/s15327752jpa5703_3 · Cited by 267 · see citing works
Five-Factor Model of Personality Disorder: A Proposal for DSM-V
Widiger, T. A., & Mullins‐Sweatt, S. N. (2008) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.032408.153542 · Cited by 253 · see citing works
Kendler, K. S., & Myers, J. R. (2009) · Psychological Medicine · doi:10.1017/s0033291709991140 · Cited by 251 · see citing works
Personality self-reports are concurrently reliable and valid during acute depressive episodes
Costa, P. T., Bagby, R. M., Herbst, J. H., & McCrae, R. R. (2005) · Journal of Affective Disorders · doi:10.1016/j.jad.2005.06.010 · Cited by 218 · see citing works
Bagby, R. M., Quilty, L. C., Segal, Z. V., McBride, C., Kennedy, S. H., & Costa, P. T. (2008) · The Canadian Journal of Psychiatry · doi:10.1177/070674370805300605 · Cited by 172 · see citing works
Normal personality traits and comorbidity among phobic, panic and major depressive disorders
Bienvenu, O. J., Brown, C., Samuels, J. F., Liang, K.-Y., Costa, P. T., Eaton, W. W., & Nestadt, G. (2001) · Psychiatry Research · doi:10.1016/s0165-1781(01)00228-1 · Cited by 162 · see citing works
Egan, V., Deary, I. J., & Austin, E. J. (2000) · Personality and Individual Differences · doi:10.1016/s0191-8869(99)00242-1 · Cited by 136 · see citing works
Clinicians' judgments of clinical utility: A comparison of the DSM-IV and five-factor models.
Samuel, D. B., & Widiger, T. A. (2006) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.115.2.298 · Cited by 131 · see citing works
Rottman, B. M., Ahn, W., Sanislow, C. A., & Kim, N. S. (2009) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2008.08070972 · Cited by 117 · see citing works
Tackett, J. L., Quilty, L. C., Sellbom, M., Rector, N. A., & Bagby, R. M. (2008) · Journal of Abnormal Psychology · doi:10.1037/a0013795 · Cited by 112 · see citing works
Vassend, O. M., & Skrondal, A. (1997) · European Journal of Personality · doi:10.1002/(sici)1099-0984(199706)11:2 · Cited by 102 · see citing works
Parker, W. D., & Stumpf, H. (1998) · Personality and Individual Differences · doi:10.1016/s0191-8869(98)00016-6 · Cited by 98 · see citing works
Replicating the five factor model of personality in a psychiatric sample
Bagby, R. M., Costa, P. T., McCrae, R. R., Livesley, W. J., Kennedy, S. H., Levitan, R. D., LEVITT, A. J., Joffe, R. T., & Young, L. T. (1999) · Personality and Individual Differences · doi:10.1016/s0191-8869(99)00055-0 · Cited by 95 · see citing works
Relations between Obsessive–Compulsive Disorder and personality: Beyond Axis I–Axis II comorbidity
Wu, K. D., Clark, L. A., & Watson, D. (2005) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2005.11.001 · Cited by 94 · see citing works
Conscientiousness in Depression: Tendencies, Predictive Utility, and Longitudinal Stability
Anderson, K. W., & McLean, P. D. (1997) · Cognitive Therapy and Research · doi:10.1023/a:1021836830389 · Cited by 88 · see citing works
Holden, R. R., & Fekken, G. C. (1994) · Personality and Individual Differences · doi:10.1016/0191-8869(94)90291-7 · Cited by 75 · see citing works
Invariance of the “NEO-PI-R” factor structure across exploratory and confirmatory factor analyses
Aluja, A., Garcı́a, Ó., Garcı́a, L. F., & Seisdedos, N. (2005) · Personality and Individual Differences · doi:10.1016/j.paid.2004.11.014 · Cited by 70 · see citing works
Psychometric properties of the German version of the NEO-FFI in psychosomatic outpatients
Schmitz, N., Hartkamp, N., Baldini, C., Rollnik, J. D., & Tress, W. (2001) · Personality and Individual Differences · doi:10.1016/s0191-8869(00)00173-2 · Cited by 52 · see citing works
Confirmatory factor analysis of the revised NEO personality inventory
Parker, J. D. A., Bagby, R. M., & Summerfeldt, L. J. (1993) · Personality and Individual Differences · doi:10.1016/0191-8869(93)90074-d · Cited by 47 · see citing works
Carrera-Arce, M., Herrán, A., Ramírez, M. L., Ayestarán, A., Sierra‐Biddle, D., Hoyuela, F., Rodríguez‐Cabo, B., & Vázquez-Barquero, J. L. (2006) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2006.00826.x · Cited by 39 · see citing works
The effects of extraverted temperament on agoraphobia in panic disorder.
Rosellini, A. J., Lawrence, A. E., Meyer, J. F., & Brown, T. A. (2010) · Journal of Abnormal Psychology · doi:10.1037/a0018614 · Cited by 28 · see citing works
Self-citationZibarras, L. (2023) · Routledge eBooks · doi:10.4324/9781003302087-3 · Cited by 8 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Di Nardo PA Brown TA Barlow DH 1994 Anxiety disorders interview schedule for DSM-IV: Lifetime version (ADIS-IV-L) New York, NY Oxford University Press
Cited by
Sorted by citations
Emotion regulation: a transdiagnostic perspective on a new RDoC domain
Fernandez, K. C., Jazaieri, H., & Gross, J. J. (2016) · Cognitive Therapy and Research · doi:10.1007/s10608-016-9772-2 · Cited by 329 · see citing works
The state effect of depressive and anxiety disorders on big five personality traits
Karsten, J., Penninx, B. W. J. H., Riese, H., Ormel, J., Nolen, W. A., & Hartman, C. A. (2012) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2012.01.024 · Cited by 163 · see citing works
Pihlaja, S., Stenberg, J.-H., Joutsenniemi, K., Mehik, H., Ritola, V., & Joffe, G. (2018) · Internet Interventions · doi:10.1016/j.invent.2017.11.005 · Cited by 134 · see citing works
Evidence-Based Psychological Treatments: An Update and a Way Forward
Barlow, D. H., Bullis, J. R., Comer, J. S., & Ametaj, A. A. (2013) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-050212-185629 · Cited by 120 · see citing works
Richey, J. A., Brewer, J. A., Sullivan-Toole, H., Strege, M. V., Kim-Spoon, J., White, S. W., & Ollendick, T. H. (2019) · Clinical Psychology Review · doi:10.1016/j.cpr.2019.101756 · Cited by 79 · see citing works
Rosellini, A. J., & Brown, T. A. (2019) · Psychological Assessment · doi:10.1037/pas0000649 · Cited by 64 · see citing works
Self-citationStein, D. J., Craske, M. G., Rothbaum, B. O., Chamberlain, S. R., Fineberg, N. A., Choi, K. W., de Jonge, P., Baldwin, D. S., & Maj, M. (2021) · World Psychiatry · doi:10.1002/wps.20919 · Cited by 60 · see citing works
The Self-as-Context Scale: Development and preliminary psychometric properties
Zettle, R. D., Gird, S. R., Webster, B. K., Carrasquillo-Richardson, N., Swails, J. A., & Burdsal, C. A. (2018) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2018.08.010 · Cited by 56 · see citing works
The relevance of age of onset to the psychopathology of social phobia
Rosellini, A. J., Rutter, L. A., Bourgeois, M. L., Emmert-Aronson, B. O., & Brown, T. A. (2013) · Journal of Psychopathology and Behavioral Assessment · doi:10.1007/s10862-013-9338-5 · Cited by 38 · see citing works
Self-citationPotvin, O., Catheline, G., Bernard, C., Meillon, C., Bergua, V., Allard, M., Dartigues, J.-F., Chauveau, N., Celsis, P., & Amieva, H. (2015) · International Psychogeriatrics · doi:10.1017/s1041610215000836 · Cited by 25 · see citing works
The Experiential Approach Scale: Development and preliminary psychometric properties
Swails, J. A., Zettle, R. D., Burdsal, C. A., & Snyder, J. J. (2016) · The Psychological Record · doi:10.1007/s40732-016-0188-x · Cited by 12 · see citing works
Decoupling personality and acute psychiatric symptoms in a depressed sample and a community sample.
Fournier, J. C., Wright, A. G. C., Tackett, J. L., Uliaszek, A. A., Pilkonis, P. A., Manuck, S. B., & Bagby, R. M. (2019) · Clinical Psychological Science · doi:10.1177/2167702618813989 · Cited by 10 · see citing works
- Authors
- Rosellini, A. J., & Brown, T. A.
- Affiliations
- Boston University (US)
- Corresponding author
- Rosellini, Anthony J.
- Venue
- Assessment
- Publisher
- SAGE Publications
- Published
- 2010-09-29
- Volume
- 18
- Issue
- 1
- Pages
- 27-38
- ISSN
- 1073-1911 (ISSN-L)
- 1552-3489
- PMC
- PMC5639474
- OpenAlex
- W2090284311
- Cited by
- 217
- References
- 62
- Citations by year
- 2026: 7 · 2025: 10 · 2024: 11 · 2023: 13 · 2022: 17 · 2021: 27 · 2020: 14 · 2019: 14 · 2018: 17 · 2017: 17 · 2016: 14 · 2015: 15 · 2014: 13 · 2013: 14 · 2012: 9
- FWCI
- 9.37
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Assessment (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (MH039096, R01MH039096)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Personality Traits and Psychology
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Clinical Psychology › Personality Disorders and Psychopathology
- Keywords
- NEO-FFI, five-factor model of personality, latent structure, exploratory structural equation modeling, anxiety disorders, depressive disorders, panic disorder, generalized anxiety disorder, obsessive-compulsive disorder, social anxiety disorder, major depressive disorder, neuroticism, extraversion, conscientiousness, personality and psychopathology, outpatients
- MeSH terms
- Adaptation, Psychological, Adolescent, Adult, Aged, Aged, 80 and over, Anxiety Disorders, Depressive Disorder, Factor Analysis, Statistical, Female, Humans, Male, Middle Aged, Models, Psychological, Models, Theoretical, Psychological Theory, Psychometrics, Stress, Psychological, Likelihood Functions, Young Adult
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