A Head-to-Head Comparison of Big-Five Types and Traits in the Prediction of Social Attitudes
Further Evidence for a Five-Cluster Typology
Abstract
Abstract. Based on the recent findings that show evidence in favor of five rather than three prototypes in Big Five questionnaire data, the main aim of this study was to evaluate a five-cluster solution. The cluster solution is compared with a Big Five variable-centered approach regarding their relative utility in the concurrent prediction of social attitudes in an adult, nonstudent sample. In addition to the Big Five personality variables, we also assessed social attitudes (generalized prejudice, right-wing authoritarianism, social dominance orientation) and resiliency. Performing head-to-head comparisons to evaluate the goodness of cluster-solutions, our study again provides strong evidence that the five-cluster solution is superior to the three-cluster solution. The results also suggest that in fair comparisons (e.g., dichotomized Big Five scores) the typological approach can compete with the dimensional approach in predicting criterion variables. Furthermore, we have been able to show that the typological approach based on Big Five personality variables can lead to reasonable predictions and new insights with respect to social attitudes and ideological belief systems.
References
(1950). The authoritarian personality. New York: Harper & Row
(2002). Ethnocentrism scale. Zentralarchiv für empirische Sozialforschung (ZA) & Zentrum für Umfragen, Methoden und Analysen (ZUMA) e.V. Allgemeine Bevölkerungsumfragen der Sozialwissenschaften (ALLBUS). [General Population Survey of the Social Sciences]. Köln: ZA & ZUMA e.V. (1996-2002)
(1954). The nature of prejudice. Reading, MA: Addison-Wesley
(1981). Right-wing authoritarianism. Manitoba, Canada: University Press
(1998). The other “authoritarian personality”. In L. Berkowitz (Ed.), Advances in experimental social psychology (Vol. 30, pp. 47-92). Orlando, FL: Academic Press
(2003). Head-to-head comparison of the predictive validity of personality types and dimensions. European Journal of Personality, 77, 327–346
(2001). Carving personality description at its joints: Confirmation of three replicable personality prototypes for both children and adults. European Journal of Personality, 15, 169–198
(2005). The cross-cultural generalizability of personality types: A Philippine study. European Journal of Personality, 19, 451–474
(2002). Evaluating cluster analysis solutions: An application to the Italian NEO personality inventory. European Journal of Personality, 16, 43–55
(1985). Prejudice toward contemporary outgroups as a generalized attitude. Journal of Applied Social Psychology, 15, 189–199
(1988). The methods and problems of cluster analysis. In J.R. Nesselroade & R.B. Cattell (Eds.), Handbook of multivariate experimental psychology (2nd ed., pp. 447-473). New York: Plenum
(1971). Lives through time. Berkeley: Bancroft Books
(1996). IQ and ego-resiliency: Conceptual and empirical connections and separateness. Journal of Personality and Social Psychology, 70, 349–361
(1980). The role of ego-control and ego-resiliency in the organization of behavior. In W.A. Collins (Ed.), Minnesota symposium of child psychology (Vol. 13, pp. 39-101). Hillsdale, NJ: Erlbaum
(2006a). Venturing a 30-year longitudinal study. American Psychologist, 61, 315–327
(2006b). Nursery school personality and political orientation 2 decades later. Journal of Research in Personality, 40, 734–749
(2002). Replicable types and subtypes of personality: Spanish NEO-PI samples. European Journal of Personality, 16, 25–41
(1993). NEO-Fünf-Faktoren Inventar nach Costa und McCrae. Handanweisung. [The NEO-Five-Factor Inventory. Manual]. Göttingen: Hogrefe
(2000). Personality and emotional correlates of right-wing authoritarianism. Social Behavior and Personality, 28, 1–14
(1998). Personality development across the life-course. In W. Damon (Ed.), Handbook of child psychology: Social, emotional, and personality development (Vol. 3, pp. 311-388). New York: Wiley
(2003). Children's behavioral styles at age 3 are linked to their adult personality traits at age 26. Journal of Personality, 71, 495–514
(1995). Temperamental qualities at age 3 predict personality traits in young adulthood: Longitudinal evidence from a birth cohort. Child Development, 66, 486–498
(1960). A coefficient of agreement for nominal scales. Educational and psychological measurement. Educational and Psychological Measurement, 20, 37–46
(1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Erlbaum
(2006). The impact of cognitive styles on authoritarianism-based conservatism and racism. Basic and Applied Social Psychology, 28, 37–50
(2002). The replicability and utility of three personality types. European Journal of Personality, 16, 73–87
(1992). Revised NEO Personality Inventory (NEO PI-R) and NEO Five Factor Inventory (NEO-FFI). Professional manual. Odessa, FL: Psychological Assessment Resources
(2002). The consistency of personality type classification across samples and five-factor measures. European Journal of Personality, 16, 57–72
(2002). The psychological bases of ideology and prejudice: Testing a dual process model. Journal of Personality and Social Psychology, 83, 75– 93
(2003). The relation between personality and prejudice: A variable- and a person-centered approach. European Journal of Personality, 17, 449–464
(2004). What matters more to prejudice: Big Five personality, social dominance orientation, or right-wing authoritarianism?. European Journal of Personality, 18, 463–482
(2005). The relation of personality types to physiological, behavioral, and cognitive processes. European Journal of Personality, 19, 391–407
(2006). Beyond resilients, undercontrollers, and overcontrollers? An extension of personality prototype research. European Journal of Personality, 20, 5–28
(2005). Contact experiences mediate the relationship between five-factor model personality traits and ethnic prejudice. Journal of Applied Social Psychology, 35, 667–685
(1999). The Big Five trait taxonomy. In L.A. Pervin & O.P. John (Eds.), Handbook of personality: Theory and research. New York: Guilford
(1967). Some methods to classification and analysis of multivariate observations. In L.M. Necam & J. Neyman (Eds.), Proceedings of the Fifth Berkeley Symposium of Mathematical Statistics and Probability 1965/66 (Vol. 1, pp. 281-297). Berkeley: University of California Press
(1985). An examination of procedures for determining the number of clusters in a data set. Psychometrika, 50, 159–179
(1997). Ein kurzes Instrument zur Messung der Autoritarismus-Neigung [Short authoritarianism scale]. Gruppendynamik, 28, 251–258
(1998). Internal and external motivation to respond without prejudice. Journal of Personality and Social Psychology, 75, 811–832
(1994). Social dominance orientation: A personality variable predicting social and political attitudes. Journal of Personality and Social Psychology, 67, 741–763
(2004). Resilients, overcontrollers, and undercontrollers: The replicability of the three personality prototypes across informants. European Journal of Personality, 18, 1–14
(1993). Personality and attitudes toward current political topics. Personality and Individual Differences, 15, 313–321
(1998). The typological approach for studying personality. In R.B. Cairns, L.R. Bergman, & J. Kagan (Eds.), Methods and models for studying the individual (pp. 135-160). Beverly Hills: Sage
(2005). Die Resilienzskala - Ein Fragebogen zur Erfassung der psychischen Widerstandsfähigkeit als Personmerkmal. [The Resilience Scale - A questionnaire for the assessment of resilience as a personality characteristic] Zeitschrift für Klinische Psychologie, Psychiatrie und Psychotherapie, 53, 16–39
(2004). Openness to experience and boundaries in the mind: Relationships with cultural and economic conservative beliefs. Journal of Personality, 72, 659–686
(2004). A longitudinal study of the utility of the resilient, overcontrolled, and undercontrolled personality types as predictors of children's and adolescents' problem behavior. International Journal of Behavioral Development, 28, 210–220
(2002). Das Konstrukt der Sozialen Dominanzorientierung als generalisierte Einstellung: eine Replikation. [The construct of social dominance orientation as a generalized attitude: A replication] Zeitschrift für Politische Psychologie, 10, 262–283
(1993). Development and psychometric evaluation of the Resilience Scale. Journal of Nursing Measurement, 1, 165–178
(1963). Hierarchical grouping to optimize an objective function. Journal of the American Statistical Association, 58, 236–244
(1992). The four faces of Eve: A typological analysis of women's personality at midlife. Journal of Personality and Social Psychology, 63, 494–508