Skip to main content
Top
Published in: Social Psychiatry and Psychiatric Epidemiology 8/2014

01-08-2014 | Original Paper

Personality and externalizing behavior in the transition to young adulthood: the additive value of personality facets

Authors: Theo A. Klimstra, Koen Luyckx, William W. Hale III, Luc Goossens

Published in: Social Psychiatry and Psychiatric Epidemiology | Issue 8/2014

Login to get access

Abstract

Purpose

The directionality of effects in the associations between personality and externalizing behavior (i.e., delinquency, soft drugs use, and alcohol abuse) is unclear. Moreover, previous studies only examined personality trait domains when examining these associations, whereas personality facets underlying these broad domains provide more specificity. To address these limitations, the present study examined the directionality of effects between externalizing behavior and personality while employing a facet-level approach to personality.

Methods

Cross-lagged panel models were employed to four annual measurement waves of longitudinal data on 485 Belgian-Caucasian late adolescents (87.4 % female; M age = 18.63 years, SD = 0.61). Participants filled out the NEO-FFI as a measure of personality, the Deviant Behavior Scale as a measure of delinquency, and single items for soft drugs use and alcohol abuse on all four measurement occasions.

Results

The incremental value of personality facets over broad trait domains was demonstrated, as it was often the case that only some, but not all, facets underlying a specific trait domain were significantly associated with specific externalizing behaviors. Furthermore, linkages between personality and externalizing behavior were shown to be complex. Depending on the personality trait domain or facet and the specific behavior under investigation, the directionality of effects may differ.

Conclusions

To capture the full complexity of the linkages between personality and externalizing behavior, a facet approach to personality is recommended. This information is potentially important for clinicians, as it indicates which specific aspects of a broad trait domain affect, and are affected by, specific externalizing behaviors.
Literature
1.
go back to reference Arnett JJ (2000) Emerging adulthood: a theory of development from the late teens through the twenties. Am Psychol 55:469–480PubMedCrossRef Arnett JJ (2000) Emerging adulthood: a theory of development from the late teens through the twenties. Am Psychol 55:469–480PubMedCrossRef
2.
go back to reference Arnett JJ (2005) The developmental context of substance use in emerging adulthood. J Drug Issues 35:235–253CrossRef Arnett JJ (2005) The developmental context of substance use in emerging adulthood. J Drug Issues 35:235–253CrossRef
3.
go back to reference Terraciano A, Lockenhoff CE, Crum RM, Bienvenu J, Costa PT, Jr (2008). Five-factor model personality profiles of drug users. BMC Psychiatry 8:22 Terraciano A, Lockenhoff CE, Crum RM, Bienvenu J, Costa PT, Jr (2008). Five-factor model personality profiles of drug users. BMC Psychiatry 8:22
4.
go back to reference Kotov R, Gamez W, Schmidt F, Watson D (2010) Linking “big” personality traits to anxiety, depressive, and substance use disorders: a meta-analysis. Psychol Bull 136:768–821PubMedCrossRef Kotov R, Gamez W, Schmidt F, Watson D (2010) Linking “big” personality traits to anxiety, depressive, and substance use disorders: a meta-analysis. Psychol Bull 136:768–821PubMedCrossRef
5.
go back to reference Miller JD, Lynam D (2001) Structural models of personality and their relation to antisocial behavior: a meta-analytic review. Criminology 39:765–798CrossRef Miller JD, Lynam D (2001) Structural models of personality and their relation to antisocial behavior: a meta-analytic review. Criminology 39:765–798CrossRef
6.
go back to reference Goldberg LR (1990) An alternative “description of personality”: the Big-Five factor structure. J Pers Soc Psychol 59:1216–1229PubMedCrossRef Goldberg LR (1990) An alternative “description of personality”: the Big-Five factor structure. J Pers Soc Psychol 59:1216–1229PubMedCrossRef
7.
go back to reference McCrae RR, Costa PT (1987) Validation of the five-factor model of personality across instruments and observers. J Pers Soc Psychol 52:81–90PubMedCrossRef McCrae RR, Costa PT (1987) Validation of the five-factor model of personality across instruments and observers. J Pers Soc Psychol 52:81–90PubMedCrossRef
8.
go back to reference Caspi A, Roberts BW, Shiner RL (2005) Personality development: stability and change. Annu Rev Psychol 56:453–484PubMedCrossRef Caspi A, Roberts BW, Shiner RL (2005) Personality development: stability and change. Annu Rev Psychol 56:453–484PubMedCrossRef
9.
go back to reference Krueger RF, Tackett JL (2003) Personality and psychopathology: working toward the bigger picture. J Pers Disord 17:109–128PubMedCrossRef Krueger RF, Tackett JL (2003) Personality and psychopathology: working toward the bigger picture. J Pers Disord 17:109–128PubMedCrossRef
10.
go back to reference Tackett JL (2006) Evaluating models of the personality-psychopathology relationship in children and adolescents. Clin Psychol Rev 26:584–599PubMedCrossRef Tackett JL (2006) Evaluating models of the personality-psychopathology relationship in children and adolescents. Clin Psychol Rev 26:584–599PubMedCrossRef
11.
go back to reference Ormel J, Oldehinkel AJ, Vollebergh W (2004) Vulnerability before, during, and after a major depressive episode. Arch Gen Psychiatry 61:990–996PubMedCrossRef Ormel J, Oldehinkel AJ, Vollebergh W (2004) Vulnerability before, during, and after a major depressive episode. Arch Gen Psychiatry 61:990–996PubMedCrossRef
12.
go back to reference Klimstra TA, Akse J, Hale WW III, Raaijmakers QAW, Meeus WHJ (2010) Longitudinal associations between Big Five personality traits and problem behavior in adolescence. J Res Pers 44:273–284CrossRef Klimstra TA, Akse J, Hale WW III, Raaijmakers QAW, Meeus WHJ (2010) Longitudinal associations between Big Five personality traits and problem behavior in adolescence. J Res Pers 44:273–284CrossRef
13.
go back to reference De Bolle M, Beyers W, De Clercq B, De Fruyt F (2012) General personality and psychopathology in referred and nonreferred children and adolescents: an investigation of continuity, pathoplasty, and complication models. J Abnorm Psychol 121:958–970PubMedCrossRef De Bolle M, Beyers W, De Clercq B, De Fruyt F (2012) General personality and psychopathology in referred and nonreferred children and adolescents: an investigation of continuity, pathoplasty, and complication models. J Abnorm Psychol 121:958–970PubMedCrossRef
14.
go back to reference Mottus R, Guljajev J, Allik J, Laidra K, Pullmann H (2012) Longitudinal associations of cognitive ability, personality traits and school grades with antisocial behaviour. Eur J Pers 26:56–62CrossRef Mottus R, Guljajev J, Allik J, Laidra K, Pullmann H (2012) Longitudinal associations of cognitive ability, personality traits and school grades with antisocial behaviour. Eur J Pers 26:56–62CrossRef
15.
go back to reference Shiner RL (2000) Linking childhood personality with adaptation: evidence for mo continuity and change across time into late adolescence. J Pers Soc Psychol 78:310–325PubMedCrossRef Shiner RL (2000) Linking childhood personality with adaptation: evidence for mo continuity and change across time into late adolescence. J Pers Soc Psychol 78:310–325PubMedCrossRef
16.
go back to reference Prinzie P, van der Sluis CM, de Haan AD, Dekovic M (2010) The mediational role of parenting on the longitudinal relation between child personality and externalizing behavior. J Pers 78:1301–1324PubMed Prinzie P, van der Sluis CM, de Haan AD, Dekovic M (2010) The mediational role of parenting on the longitudinal relation between child personality and externalizing behavior. J Pers 78:1301–1324PubMed
17.
go back to reference Ge X, Conger RD (1999) Adjustment problems and emerging personality characteristics from early to late adolescence. Am J Commun Psychol 27:429–459CrossRef Ge X, Conger RD (1999) Adjustment problems and emerging personality characteristics from early to late adolescence. Am J Commun Psychol 27:429–459CrossRef
18.
go back to reference Bogg T, Roberts BW (2004) Conscientiousness and health-related behaviors: a meta-analysis of the leading behavioral contributors to mortality. Psychol Bull 130:887–919PubMedCrossRef Bogg T, Roberts BW (2004) Conscientiousness and health-related behaviors: a meta-analysis of the leading behavioral contributors to mortality. Psychol Bull 130:887–919PubMedCrossRef
19.
go back to reference Fridberg DJ, Vollmer JM, O’Donnell BF, Skosnik PD (2011) Cannabis users differ from non-users on measures of personality and schizotypy. Psychiatry Res 186:46–52PubMedCentralPubMedCrossRef Fridberg DJ, Vollmer JM, O’Donnell BF, Skosnik PD (2011) Cannabis users differ from non-users on measures of personality and schizotypy. Psychiatry Res 186:46–52PubMedCentralPubMedCrossRef
20.
go back to reference Grekin ER, Sher KJ, Wood PK (2006) Personality and substance dependence symptoms: modeling substance-specific traits. Psychol Addict Beh 20:415–424CrossRef Grekin ER, Sher KJ, Wood PK (2006) Personality and substance dependence symptoms: modeling substance-specific traits. Psychol Addict Beh 20:415–424CrossRef
21.
go back to reference Hampson SE, Tildesley E, Andrews JA, Luyckx K, Mroczek DK (2010) The relation of change in hostility and sociability during childhood to substance use in mid adolescence. J Res Pers 44:103–114PubMedCentralPubMedCrossRef Hampson SE, Tildesley E, Andrews JA, Luyckx K, Mroczek DK (2010) The relation of change in hostility and sociability during childhood to substance use in mid adolescence. J Res Pers 44:103–114PubMedCentralPubMedCrossRef
22.
go back to reference Chassin L, Dmitrieva J, Modecki K, Steinberg L, Cauffman E, Piquero AR, Knight GP, Losoya SH (2010) Does adolescent alcohol and marijuana use predict suppressed growth in psychosocial maturity among male juvenile offenders? Psychol Addict Beh 24:48–60CrossRef Chassin L, Dmitrieva J, Modecki K, Steinberg L, Cauffman E, Piquero AR, Knight GP, Losoya SH (2010) Does adolescent alcohol and marijuana use predict suppressed growth in psychosocial maturity among male juvenile offenders? Psychol Addict Beh 24:48–60CrossRef
23.
go back to reference Malouff JM, Thorsteinsson EB, Rooke SE, Schutte NS (2007) Alcohol involvement and the five-factor model of personality: a meta-analysis. J Drug Educ 37:277–294PubMedCrossRef Malouff JM, Thorsteinsson EB, Rooke SE, Schutte NS (2007) Alcohol involvement and the five-factor model of personality: a meta-analysis. J Drug Educ 37:277–294PubMedCrossRef
24.
go back to reference Littlefield AK, Sher KJ, Wood PK (2010) A personality-based description of maturing out of alcohol problems: extension with a five-factor model and robustness to modeling challenges. Addict Beh 35:948–954CrossRef Littlefield AK, Sher KJ, Wood PK (2010) A personality-based description of maturing out of alcohol problems: extension with a five-factor model and robustness to modeling challenges. Addict Beh 35:948–954CrossRef
25.
go back to reference Hicks BM, Durbin CE, Blonigen DM, Iacono WG, McGue M (2011) Relationship between personality change and the onset and course of alcohol dependency in young adulthood. Addiction 107:540–548PubMedCentralPubMedCrossRef Hicks BM, Durbin CE, Blonigen DM, Iacono WG, McGue M (2011) Relationship between personality change and the onset and course of alcohol dependency in young adulthood. Addiction 107:540–548PubMedCentralPubMedCrossRef
26.
go back to reference Costa PT Jr, McCrae RR (1995) Domains and facets: hierarchical personality assessment using the revised NEO personality inventory. J Pers Assess 64:21–50PubMedCrossRef Costa PT Jr, McCrae RR (1995) Domains and facets: hierarchical personality assessment using the revised NEO personality inventory. J Pers Assess 64:21–50PubMedCrossRef
27.
go back to reference Saucier G (1998) Replicable item-cluster subcomponents in the NEO Five-Factor Inventory. J Pers Assess 7:263–276CrossRef Saucier G (1998) Replicable item-cluster subcomponents in the NEO Five-Factor Inventory. J Pers Assess 7:263–276CrossRef
28.
go back to reference Soto CJ, John OP (2009) Ten facet scales for the Big five inventory: convergence with NEO PI-R facets, self-peer agreement, and discriminant validity. J Res Pers 43:84–90CrossRef Soto CJ, John OP (2009) Ten facet scales for the Big five inventory: convergence with NEO PI-R facets, self-peer agreement, and discriminant validity. J Res Pers 43:84–90CrossRef
29.
go back to reference Tellegen A (1982) Brief manual for the Multidimensional Personality Questionnaire. Unpublished manuscript, University of Minnesota, Minneapolis Tellegen A (1982) Brief manual for the Multidimensional Personality Questionnaire. Unpublished manuscript, University of Minnesota, Minneapolis
30.
go back to reference Krueger RF (1999) Personality traits in late adolescence predict mental disorders in early adulthood: a prospective-epidemiological study. J Pers 67:39–65PubMedCrossRef Krueger RF (1999) Personality traits in late adolescence predict mental disorders in early adulthood: a prospective-epidemiological study. J Pers 67:39–65PubMedCrossRef
31.
go back to reference Gorman DM, Derzon JH (2002) Behavioral traits and marijuana use and abuse: a meta-analysis of longitudinal studies. Addict Beh 27:193–206CrossRef Gorman DM, Derzon JH (2002) Behavioral traits and marijuana use and abuse: a meta-analysis of longitudinal studies. Addict Beh 27:193–206CrossRef
32.
go back to reference McAdams KK, Donnellan MB (2009) Facets of personality and drinking in first-year college students. Pers Individ Diff 46:207–212CrossRef McAdams KK, Donnellan MB (2009) Facets of personality and drinking in first-year college students. Pers Individ Diff 46:207–212CrossRef
33.
go back to reference McCrae RR, Costa PT Jr, Martin TA (2005) The NEO PI-3: a more readable revised NEO Personality Inventory. J Pers Assess 84:261–270PubMedCrossRef McCrae RR, Costa PT Jr, Martin TA (2005) The NEO PI-3: a more readable revised NEO Personality Inventory. J Pers Assess 84:261–270PubMedCrossRef
34.
go back to reference Costa PT Jr, McCrae RR (1992) Revised NEO Personality Inventory (NEO-PI-R) and the Five Factor Inventory (NEO-FFI): Professional manual. Psychological Assessment Resources, Odessa Costa PT Jr, McCrae RR (1992) Revised NEO Personality Inventory (NEO-PI-R) and the Five Factor Inventory (NEO-FFI): Professional manual. Psychological Assessment Resources, Odessa
35.
go back to reference Chapman BP (2007) Bandwidth and fidelity on the NEO-Five Factor Inventory: replicability and reliability of Saucier’s (1998) ítem cluster subcomponents. J Pers Assess 88:220–234PubMedCrossRef Chapman BP (2007) Bandwidth and fidelity on the NEO-Five Factor Inventory: replicability and reliability of Saucier’s (1998) ítem cluster subcomponents. J Pers Assess 88:220–234PubMedCrossRef
36.
go back to reference Neyer FJ, Asendorpf JB (2001) Personality-relationship transaction in young adulthood. J Pers Soc Psychol 81:1190–1204PubMedCrossRef Neyer FJ, Asendorpf JB (2001) Personality-relationship transaction in young adulthood. J Pers Soc Psychol 81:1190–1204PubMedCrossRef
37.
go back to reference Luyckx K, Goossens L, Soenens B (2006) A developmental-contextual perspective on identity construction in emerging adulthood: change dynamics in commitment formation and commitment evaluation. Dev Psychol 42:366–380PubMedCrossRef Luyckx K, Goossens L, Soenens B (2006) A developmental-contextual perspective on identity construction in emerging adulthood: change dynamics in commitment formation and commitment evaluation. Dev Psychol 42:366–380PubMedCrossRef
38.
go back to reference Little R (1988) A test of missing completely at random for multivariate data with missing values. J Am Stat Assoc 83:1198–1202CrossRef Little R (1988) A test of missing completely at random for multivariate data with missing values. J Am Stat Assoc 83:1198–1202CrossRef
39.
go back to reference Bollen K (1989) Structural equations with latent variables. Wiley, New York Bollen K (1989) Structural equations with latent variables. Wiley, New York
40.
go back to reference Hoekstra HA, Ormel J, De Fruyt F (1996) NEO persoonlijkheids vragenlijsten: NEO-PI-R, NEO-FFI. Handleiding [NEO personality questionnaires: NEO-PI-R and NEO-FFI-Manual]. Swets & Zeitlinger, Lisse Hoekstra HA, Ormel J, De Fruyt F (1996) NEO persoonlijkheids vragenlijsten: NEO-PI-R, NEO-FFI. Handleiding [NEO personality questionnaires: NEO-PI-R and NEO-FFI-Manual]. Swets & Zeitlinger, Lisse
41.
go back to reference Weinmann LL (1992) Patterns of change in middle adolescent adjustment: The role of relationships with parents and peers. Dissertation abstracts international, vol. 53, pp. 2565B-2566B (University Microfilms No. DA92-18128) Weinmann LL (1992) Patterns of change in middle adolescent adjustment: The role of relationships with parents and peers. Dissertation abstracts international, vol. 53, pp. 2565B-2566B (University Microfilms No. DA92-18128)
42.
go back to reference Muthén LK, Muthén BO (2012) Mplus user’s guide, 7th edn. Muthén & Muthén, Los Angeles Muthén LK, Muthén BO (2012) Mplus user’s guide, 7th edn. Muthén & Muthén, Los Angeles
43.
go back to reference Klimstra TA, Bleidorn W, Asendorpf JB, van Aken MAG, Denissen JJA (2013) Correlated change of big five personality traits across the lifespan: a search for determinants. J Res Pers 47:768–777CrossRef Klimstra TA, Bleidorn W, Asendorpf JB, van Aken MAG, Denissen JJA (2013) Correlated change of big five personality traits across the lifespan: a search for determinants. J Res Pers 47:768–777CrossRef
44.
go back to reference D’Amico EJ, Edelen MO, Miles JNV, Morral AR (2008) The longitudinal association between substance use and delinquency among high-risk youth. Drug Alcohol Depend 93:85–92PubMedCrossRef D’Amico EJ, Edelen MO, Miles JNV, Morral AR (2008) The longitudinal association between substance use and delinquency among high-risk youth. Drug Alcohol Depend 93:85–92PubMedCrossRef
45.
go back to reference Vandenberg RJ, Lance CE (2000) A review and synthesis of the measurement invariance literature: suggestions, practices, and recommendations for organizational research. Organ Res Methods 3:4–70CrossRef Vandenberg RJ, Lance CE (2000) A review and synthesis of the measurement invariance literature: suggestions, practices, and recommendations for organizational research. Organ Res Methods 3:4–70CrossRef
46.
go back to reference Steiger JH, Shapiro A, Browne MW (1985) On the multivariate asymptotic distribution of sequential Chi square statistics. Psychometrika 50:253–264CrossRef Steiger JH, Shapiro A, Browne MW (1985) On the multivariate asymptotic distribution of sequential Chi square statistics. Psychometrika 50:253–264CrossRef
47.
go back to reference Cheung GW, Rensvold RB (2002) Evaluating goodness-of-fit indexes for testing measurement invariance. Struct Equ Model 9:233–255CrossRef Cheung GW, Rensvold RB (2002) Evaluating goodness-of-fit indexes for testing measurement invariance. Struct Equ Model 9:233–255CrossRef
48.
go back to reference Chen FF (2007) Sensitivity of goodness of fit indexes to lack of measurement invariance. Struct Equ Model 14:464–504CrossRef Chen FF (2007) Sensitivity of goodness of fit indexes to lack of measurement invariance. Struct Equ Model 14:464–504CrossRef
49.
go back to reference Kline RB (2005) Principles and practice of structural equation modeling, 2nd edn. Guilford Press, New York Kline RB (2005) Principles and practice of structural equation modeling, 2nd edn. Guilford Press, New York
50.
go back to reference Wang Z, Deater-Deckard K, Petrill SA, Thompson LA (2012) Externalizing problems, attention regulation, and household chaos: a longitudinal behavioral genetic study. Dev Psychopathol 24:755–769PubMedCrossRef Wang Z, Deater-Deckard K, Petrill SA, Thompson LA (2012) Externalizing problems, attention regulation, and household chaos: a longitudinal behavioral genetic study. Dev Psychopathol 24:755–769PubMedCrossRef
51.
go back to reference Paulhus DL, Williams KM (2002) The dark triad of personality: narcissism, machiavellianism, and psychopathy. J Res Pers 36:556–563CrossRef Paulhus DL, Williams KM (2002) The dark triad of personality: narcissism, machiavellianism, and psychopathy. J Res Pers 36:556–563CrossRef
52.
go back to reference Erikson EH (1950) Childhood and society. Norton, New York Erikson EH (1950) Childhood and society. Norton, New York
53.
go back to reference Luyckx K, Soenens B, Goossens L (2006) The personality-identity interplay in emerging adult women: convergent findings from complementary analyses. Eur J Pers 20:195–215CrossRef Luyckx K, Soenens B, Goossens L (2006) The personality-identity interplay in emerging adult women: convergent findings from complementary analyses. Eur J Pers 20:195–215CrossRef
54.
go back to reference Nathan P (1988) The addictive personality is the behavior of the addict. J Consult Clin Psychol 56:183–188PubMedCrossRef Nathan P (1988) The addictive personality is the behavior of the addict. J Consult Clin Psychol 56:183–188PubMedCrossRef
55.
go back to reference Puckett MB, Aikins JW, Cillessen AHN (2008) Moderators of the association between relational aggression and perceived popularity. Aggress Behav 34:563–576PubMedCrossRef Puckett MB, Aikins JW, Cillessen AHN (2008) Moderators of the association between relational aggression and perceived popularity. Aggress Behav 34:563–576PubMedCrossRef
56.
go back to reference Giletta M, Scholte RHJ, Prinstein MJ, Engels RCME, Rabaglietti E, Burk WJ (2012) Friendship context matters: examining the domain specificity of alcohol and depression socialization among adolescents. J Abnorm Child Psychol 40:1027–1043PubMedCentralPubMedCrossRef Giletta M, Scholte RHJ, Prinstein MJ, Engels RCME, Rabaglietti E, Burk WJ (2012) Friendship context matters: examining the domain specificity of alcohol and depression socialization among adolescents. J Abnorm Child Psychol 40:1027–1043PubMedCentralPubMedCrossRef
57.
go back to reference Robins RW, Noftle EE, Trzesniewski KH, Roberts BW (2005) Do people know how their personality has changed? Correlates of perceived and actual personality change in young adulthood. J Pers 73:489–522PubMedCrossRef Robins RW, Noftle EE, Trzesniewski KH, Roberts BW (2005) Do people know how their personality has changed? Correlates of perceived and actual personality change in young adulthood. J Pers 73:489–522PubMedCrossRef
58.
go back to reference Jacobsen NS, Truax P (1991) Clinical significance: a statistical approach to defining meaningful change in psychotherapy research. J Consult Clin Psychol 59:12–19CrossRef Jacobsen NS, Truax P (1991) Clinical significance: a statistical approach to defining meaningful change in psychotherapy research. J Consult Clin Psychol 59:12–19CrossRef
59.
go back to reference Wood D, Harms P, Vazire S (2010) Perceiver effects as projective tests: what your perceptions of others say about you. J Pers Soc Psychol 99:174–190PubMedCrossRef Wood D, Harms P, Vazire S (2010) Perceiver effects as projective tests: what your perceptions of others say about you. J Pers Soc Psychol 99:174–190PubMedCrossRef
Metadata
Title
Personality and externalizing behavior in the transition to young adulthood: the additive value of personality facets
Authors
Theo A. Klimstra
Koen Luyckx
William W. Hale III
Luc Goossens
Publication date
01-08-2014
Publisher
Springer Berlin Heidelberg
Published in
Social Psychiatry and Psychiatric Epidemiology / Issue 8/2014
Print ISSN: 0933-7954
Electronic ISSN: 1433-9285
DOI
https://doi.org/10.1007/s00127-014-0827-y

Other articles of this Issue 8/2014

Social Psychiatry and Psychiatric Epidemiology 8/2014 Go to the issue