Item Response Theory Analysis of the Big Five Questionnaire for Children–Short Form (BFC-SF): A Self-Report Measure of Personality in Children Aged 11–12 Years
Abstract
Prior investigations indicate that the five core personality dimensions (the “Big Five”) are measurable by middle childhood. The aim of this research was to examine the psychometric properties of a short-form self-report measure of the Big Five personality dimensions in children that would be suitable for administration online in large population-based studies. Twenty-five questionnaire items in English, derived from the 65-item Big Five Questionnaire for Children in Italian (Barbaranelli, Caprara, Rabasca, & Pastorelli, 2003), were completed online by 27,415 Australian children in Year 6 (mean age 11.92 years). An item response theory approach evaluated the psychometric properties and resolved a 20-item short-form questionnaire. Exploratory and confirmatory factor analyses supported the Big Five structure. Construct validity was demonstrated via correlations between Big Five scores and the Strengths and Difficulties Questionnaire subscales (Goodman, 2001). The 20 items provide a brief, reliable, and valid child self-report measure of the Big Five personality dimensions.
REFERENCES
- 1993). Berkeley Puppet Interview: Administration and scoring system manuals. Berkeley, CA: University of California. Google Scholar (
- 2001). Manual for the ASEBA school-age forms and profiles. Burlington, VT: University of Vermont, Research Center for Children, Youth, & Families. Google Scholar (
- 2003). Validity of Big Five personality judgements in childhood: A 9-year longitudinal study. European Journal of Personality, 17, 1–17. 10.1002/per.460 Crossref, Google Scholar (
- 2003). A questionnaire for measuring the Big Five in late childhood. Personality and Individual Differences, 34, 645–664. 10.1016/S0191-8869(02)00051-X Crossref, Google Scholar (
- 2008). Assessing personality in early adolescence through self-report and other-ratings a multitrait–multimethod analysis of the BFQ-C. Personality and Individual Differences, 44, 876–886. 10.1016/j.paid.2007.10.014 Crossref, Google Scholar (
- 1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–246. Crossref Medline, Google Scholar (
- 1980). Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin, 88, 588–606. Crossref, Google Scholar (
- 1993). Alternative ways of assessing model fit. Sociological Methods Research, 21, 230–258. Crossref, Google Scholar (
- 2016). New South Wales Child Development Study (NSW-CDS): An Australian multiagency, multigenerational, longitudinal record linkage study. BMJ Open, 6(2), e009023. 10.1136/bmjopen-2015-009023 Crossref Medline, Google Scholar (
- 1992a). Four ways five factors are basic. Personality and Individual Differences, 13, 653–665. Crossref, Google Scholar (
- 1992b). Revised NEO Personality Inventory (NEO-PI-R). Five-Factor Inventory (NEO-FFI) professional manual. Odessa, FL: Psychological Assessment Resources. Google Scholar (
- 2008). Incipient adult personality: The NEO-PI-3 in middle-school-aged children. British Journal of Developmental Psychology, 26, 71–89. 10.1348/026151007X196273 Crossref, Google Scholar (
- 2006). Factor structure invariance in the children's Big Five Questionnaire. European Journal of Psychological Assessment, 22, 158–167. 10.1027/1015-5759.22.3.158 Crossref, Google Scholar (
- 1975) Manual of the Eysenck Personality Questionnaire (Adult and Junior). London, UK: Hodder & Stoughton. Google Scholar (
- 1990). An alternative “description of personality”: The Big-Five factor structure. Journal of Personality and Social Psychology, 59, 1216–1229. Crossref Medline, Google Scholar (
- 2001). Psychometric properties of the Strengths and Difficulties Questionnaire. Journal of the American Academy of Child and Adolescent Psychiatry, 40, 1337–1345. 10.1097/00004583-200111000-00015 Crossref Medline, Google Scholar (
- 2012). Emotion regulation strategy use in children and adolescents: The explanatory roles of personality and attachment. Personality and Individual Differences, 52, 616–621. 10.1016/j.paid.2011.12016 Crossref, Google Scholar (
- 1998). Fit indices in covariance structure modeling: Sensitivity to underparameterized model misspecification. Psychological Methods, 3, 424–453. Crossref, Google Scholar (
- 1958). Content and style in personality assessment. Psychological Bulletin, 55, 243–252. Crossref Medline, Google Scholar (
- 1966). Rotation for simple loadings. Psychometrika, 31(3), 313–323. Crossref Medline, Google Scholar (
- 2017). The Big Five Questionnaire of Children (BFQ-C): Factorial invariance across sex and age in a Greek sample of preadolescents. European Journal of Psychological Assessment, 33, 129–133. 10.1027/1015-5759/a000273 Crossref, Google Scholar (
- 2010). Personality traits and the classification of mental disorders: Toward a more complete integration in DSM-5 and an empirical model of psychopathology. Personality Disorders: Theory, Research and Treatment, 1, 97–118. 10.1037/a0018990 Crossref, Google Scholar (
- 2017). The 2015 Middle Childhood Survey (MCS) of mental health and wellbeing at age 11 years in an Australian population cohort. BMJ Open, 7(6), e016244. 10.1136/bmjopen-2017-016244 Crossref Medline, Google Scholar (
- 1996). Power analysis and determination of sample size for covariance structure modeling. Psychological Methods, 1, 130–149. Crossref, Google Scholar (
- 2005). Delineating the structure of normal and abnormal personality: An integrative hierarchical approach. Journal of Personality and Social Psychology, 88, 139–157. 10.1037/0022-3514.88.1.139 Crossref Medline, Google Scholar (
- 2013). Introduction to the empirical and theoretical status of the five-factor model of personality traits. In Widiger T. A., & Costa P. T.. (Eds.), Personality disorders and the five-factor model of personality (3rd ed., pp. 15–27). Washington, DC: American Psychological Association. 10.1037/13939-002 Crossref, Google Scholar (
- 2005). The NEO-PI-3: A more readable Revised NEO Personality Inventory. Journal of Personality Assessment, 84, 261–270. Crossref Medline, Google Scholar (
- 2005). Can children provide coherent, stable, and valid self-reports on the Big Five dimensions? A longitudinal study from ages 5 to 7. Journal of Personality and Social Psychology, 89, 90–106. 10.1037/0022-3514.89.1.90 Crossref Medline, Google Scholar (
- 1999). Construction of the Hierarchical Personality Inventory for Children (HiPIC). In Mervielde I., , Deary I., , Fruyt F. De, , & Ostendorf F. (Eds.), Personality psychology in Europe (pp. 107–127). Tilburg, The Netherlands: Tilburg University Press. Google Scholar (
- 2005). Psychometric properties of the Big Five Questionnaire for Children (BFQ-C) in a Dutch sample of young adolescents. Personality and Individual Differences, 38, 1757–1769. 10.1016/j.paid.2004.11.018 Crossref, Google Scholar (
- 1998–2015). Mplus user's guide (7th ed.). Los Angeles, CA: Muthén & Muthén Google Scholar (
- 2010). Factors associated with psychiatric morbidity and hazardous alcohol use in Australian doctors. Medical Journal of Australia, 193, 161–166. Crossref Medline, Google Scholar (
- 2015). Personality characteristics in childhood and outcomes in adulthood: Findings from a 30-year longitudinal study. Australian and New Zealand Journal of Psychiatry, 49, 377–386. 10.1177/0004867415569796 Crossref Medline, Google Scholar (
- 2015). The Big Five Questionnaire for Children (BFQ-C): A French validation on 8- to 14-year-old children. Personality and Individual Differences, 87, 55–58. 10.1016/j.paid.2015.07.030 Crossref, Google Scholar (
- 2006). Personality and the prediction of consequential outcomes. Annual Review of Psychology, 57, 401–421. 10.1146/annurev.psych.57.102904.190127 Crossref Medline, Google Scholar (
- 2009). Multidimensional item response theory. New York, NY: Springer. Crossref, Google Scholar (
- 2005). Three options are optimal for multiple-choice items: A meta-analysis of 80 years of research. Educational Measurement: Issues and Practice, 24, 3–13. 10.1111/j.1745-3992.2005.00006.x Crossref, Google Scholar (
- 1969). Estimation of latent ability using a response patter of graded scores (Psychometric Monograph No. 17). Richmond, VA: Psychometric Society. http://www.psychometrika.org/journal/online/MN17.pdf Google Scholar (
- 2008). The developmental psychometrics of Big Five self-reports: Acquiescence, factor structure, coherence and differentiation from ages 10 to 20. Journal of Personality and Social Psychology, 94, 718–737. 10.1037/0022-3514.94.4.718 Crossref Medline, Google Scholar (
- 1990). Structural model evaluation and modification: An internal estimation approach. Multivariate Behavioural Research, 25, 173–180. Crossref Medline, Google Scholar (
- 2010). Psychometric properties of the parent and teacher versions of the Strengths and Difficulties Questionnaire for 4- to 12-year-olds: A review. Clinical Child and Family Psychology Review, 13, 254–274. Crossref Medline, Google Scholar (
- 2013). Dimensional models of personality: The five-factor model and the DSM-5. Dialogues in Clinical Neuroscience, 15, 135–146. Medline, Google Scholar (
- 1973). A reliability coefficient for maximum likelihood factor analysis. Psychometrika, 38, 1–10. Crossref, Google Scholar (
- 2016). Dimensions of personality pathology in adolescence: Longitudinal associations with Big Five personality dimensions across childhood and adolescence. Journal of Personality Disorders, 30, 211–231. 10.1521/pedi_2015_29_190 Link, Google Scholar (
- 2016). Personality traits predict the developmental course of externalizing: A four-wave longitudinal study spanning age 17 to age 29. Journal of Personality, 85, 364–375. 10.1111/jopy.12245 Crossref Medline, Google Scholar (
- 2015) Child and adolescent predictors of personality in early adulthood. Child Development, 86, 1253–1261. 10.111/cdev.12362 Crossref Medline, Google Scholar (
- 2011). Integrating normal and abnormal personality structure: A proposal for DSM-V. Journal of Personality Disorders, 25, 338–363. 10.1521/pedi.2011.25.3.338 Link, Google Scholar (
- 2017). Neuroticism is a fundamental domain of personality with enormous public health implications. World Psychiatry, 16, 144–145. Crossref Medline, Google Scholar (
- 2007). Ordinal versions of coefficients alpha and theta for Likert rating scales. Journal of Modern Applied Statistical Methods, 6(1), 21–29. Crossref, Google Scholar (