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Original Article

Seven-Factor Model of Emotional Intelligence as Measured by Genos EI

A Confirmatory Factor Analytic Investigation Based on Self- and Rater-Report Data

Published Online:https://doi.org/10.1027/1015-5759/a000041

In this investigation, a series of progressively more complex factor models was tested based on self-report and rater-report data derived from the workplace version of the Genos Emotional Intelligence Inventory (Genos EI). Based on a total sample of 4775 individual self-reports and 6848 rater-reports, a theoretically derived higher-order 7-factor model of emotional intelligence (EI) was found to be adequately well-fitting, in comparison to a competing global EI single-factor model and a five-factor model of EI. Internal consistency reliabilities associated with the total scale scores were approximately .95 and the subscale score reliabilities were approximately .80. The results are interpreted as largely supportive of a 7-factor model of EI as measured by Genos EI in both self- and rater-report formats.

References

  • Bagozzi, R. P. , Heatherton, T. F. (1994). A general approach to representing multifaceted personality constructs: Application to state self-esteem. Structural Equation Modeling, 1, 35–67. First citation in articleCrossrefGoogle Scholar

  • Bandalos, D. L. , Finney, S. J. (2001). Item parceling issues in structural equation modeling. In G. A. Marcoulides, R. E. Schumacker, (Eds.), Advanced structural equation modeling: New developments and techniques (pp. 369–396). Mahwah, NJ: Erlbaum. First citation in articleGoogle Scholar

  • Bar-On, R. (1997). Emotional Quotient Inventory: Technical manual. Toronto: Multi-Health Systems. First citation in articleGoogle Scholar

  • Bentler, P. M. , Chou, C-P. (1987). Practical issues in structural equation modeling. Sociological Methods and Research, 16, 78–117. First citation in articleCrossrefGoogle Scholar

  • Brackett, M. A. , Mayer, J. D. (2003). Convergent, discriminant, and incremental validity of competing measures of emotional intelligence. Personality and Social Psychology Bulletin, 29, 1147–1158. First citation in articleCrossrefGoogle Scholar

  • Byrne, J. C. , Dominick, P. G. , Smither, J. W. , Reilly, R. R. (2007). Examination of the discriminant, convergent, and criterion related-validity of self-ratings on the Emotional Competence Inventory. International Journal of Selection and Assessment, 15, 341–353. First citation in articleCrossrefGoogle Scholar

  • Conte, J. M. (2005). A review and critique of emotional intelligence measures. Journal of Organizational Behavior, 26, 433–440. First citation in articleCrossrefGoogle Scholar

  • Cronbach, L. J. (1960). Essentials of psychological testing. New York: Harper & Brothers. First citation in articleGoogle Scholar

  • DiStefano, C. , Motl, R. (2006). Further investigating method effects associated with negatively worded items on self-report surveys. Structural Equation Modeling: A Multidisciplinary Journal, 13, 440–464. First citation in articleCrossrefGoogle Scholar

  • Downey, L. A. , Johnston, P. J. , Hansen, K. , Schembri, R. , Stough, C. , Tuckwell, V. , Schweitzer, I. (2008). The relationship between emotional intelligence and depression in a clinical sample. European Journal of Psychiatry, 22, 93–98. First citation in articleCrossrefGoogle Scholar

  • Downey, L. A. , Papageorgiou, V. , Stough, C. (2006). Examining the relationship between leadership, emotional intelligence, and intuition in senior female managers. Leadership and Organization Development, 27, 250–264. First citation in articleCrossrefGoogle Scholar

  • Gardner, L. , Stough, C. (2002). Examining the relationship between leadership and emotional intelligence in senior level managers. Leadership and Organization Development, 23, 68–78. First citation in articleCrossrefGoogle Scholar

  • Gignac, G. E. (2005a). Evaluating the MSCEIT V2.0 via CFA: Corrections to Mayer et al. (2003). Emotion, 5, 233–235. First citation in articleCrossrefGoogle Scholar

  • Gignac, G. E. (2005b). Determining the dimensionality of a self-report emotional intelligence inventory (SUEIT) and testing its unique factorial validity. Unpublished doctoral dissertation. Swinburne University of Technology: Melbourne, Australia. First citation in articleGoogle Scholar

  • Gignac, G. E. (2006a). A confirmatory examination of the factor structure of the Multidimensional Aptitude Battery (MAB): Contrasting oblique, higher-order, and nested factor models. Educational and Psychological Measurement, 66, 136–145. First citation in articleCrossrefGoogle Scholar

  • Gignac, G. E. (2006b). The WAIS-III as a nested factors model: A useful alternative to the more conventional oblique and higher-order models. Journal of Individual Differences, 27, 73–86. First citation in articleLinkGoogle Scholar

  • Gignac, G. E. (2007). Multifactor modeling in individual differences research: Some recommendations and suggestions. Personality and Individual Differences, 42, 37–48. First citation in articleCrossrefGoogle Scholar

  • Gignac, G. E. (2008a). Genos Emotional Intelligence Inventory: Technical manual. Sydney, NSW: Genos. First citation in articleGoogle Scholar

  • Gignac, G. E. (2008b). Higher-order models versus direct hierarchical models: g as superordinate or breadth factor? Psychology Science, 50, 21–43. First citation in articleGoogle Scholar

  • Gignac, G. E. (2009). Psychometrics and the measurement of emotional intelligence. In C. Stough, D. Saklofske, J. Parker, (Eds.), Assessing emotional intelligence: Theory, research, and applications (pp. 9–41). New York: Springer. First citation in articleCrossrefGoogle Scholar

  • Gignac, G. E. , Palmer, B. , Bates, T. , Stough, C. (2006). Differences in confirmatory factor analysis model close-fit index estimates obtained from AMOS 4.0 and AMOS 5.0 via full information maximum likelihood-no imputation: Corrections and extension to Palmer et al. (2003). Australian Journal of Psychology, 58, 144–150 First citation in articleCrossrefGoogle Scholar

  • Gignac, G. E. , Palmer, B. R. , Manocha, R. , Stough, C. (2005). An examination of the factor structure of the Schutte Self-Report Emotional Intelligence (SSREI) scale via confirmatory factor analysis. Personality and Individual Differences, 39, 1029–1042. First citation in articleGoogle Scholar

  • Gignac, G. E. , Palmer, B. R. , Stough, C. (2007). A confirmatory factor analytic investigation of the TAS-20: Corroboration of a five-factor model and suggestions for improvement. Journal of Personality Assessment, 89, 247–257. First citation in articleCrossrefGoogle Scholar

  • Jöreskog, K. G. (1993). Testing structural equation models. In K. A. Bollen, J. S. Long, (Eds.), Testing structural equation models (pp. 294–316). Newbury Park, CA: Sage. First citation in articleGoogle Scholar

  • Locke, E. A. (2005). Why emotional intelligence is an invalid concept. Journal of Organizational Behavior, 26, 425–431. First citation in articleCrossrefGoogle Scholar

  • Mayer, J. D. , Salovey, P. , Caruso, D. R. (2000). Models of emotional intelligence. In R. J. Sternberg, (Ed.), Handbook of human intelligence (pp. 296–420). New York: Cambridge. First citation in articleCrossrefGoogle Scholar

  • Nunnally, J. C. , Bernstein, I. H. (1994). Psychometric theory. New York: McGraw-Hill. First citation in articleGoogle Scholar

  • Palmer, B. R. (2003). An analysis of the relationships between various models and measures of emotional intelligence. Unpublished doctoral dissertation. Swinburne University of Technology: Melbourne, Australia. First citation in articleGoogle Scholar

  • Palmer, B. R. , Jennings, S. (2007). Enhancing sales performance through emotional intelligence development. Organizations and People, 14, 55–61. First citation in articleGoogle Scholar

  • Palmer, B. R. , Gignac, G. E. , Ekermans, G. , Stough, C. (2008). A comprehensive framework for emotional intelligence. In R. Emmerling, M. K. Mandal, V. K. Shanwal, (Eds.), Emotional intelligence: Theoretical & cultural perspectives (pp. 17–38). New York: Nova Science Publishing. First citation in articleGoogle Scholar

  • Palmer, B. R. , Gignac, G. , Manocha, R. , Stough, C. (2003). Examining the structure of the Trait Meta-Mood Scale. Australian Journal of Psychology, 55, 154–158. First citation in articleCrossrefGoogle Scholar

  • Palmer, B. R. , Gignac, G. E. , Manocha, R. , Stough, C. (2005). A psychometric evaluation of the Mayer-Salovey-Caruso Emotional Intelligence Test Version 2.0. Intelligence, 33, 285–305. First citation in articleCrossrefGoogle Scholar

  • Palmer, B. R. , Manocha, R. , Gignac, G. , Stough, C. (2003). Examining the factor structure of the Bar-On Emotional Quotient Inventory with an Australian general population sample. Personality and Individual Differences, 35, 1191–1210. First citation in articleCrossrefGoogle Scholar

  • Palmer, B. R. , Stough, C. , Harmer, R. , Gignac, G. E. (2009). Genos Emotional Intelligence Inventory. In C. Stough, D. Saklofske, J. Parker, (Eds.), Assessing emotional intelligence: Theory, research, & applications (pp. 103–118). New York: Springer. First citation in articleCrossrefGoogle Scholar

  • Petrides, K. V. , Furnham, A. (2000). On the dimensional structure of emotional intelligence. Personality and Individual Differences, 29, 313–320. First citation in articleCrossrefGoogle Scholar

  • Sackett, P. R. , DeVore, C. J. (2001). Counterproductive behaviors at work. In N. Anderson, D. S. Ones, H. K. Sinangil, C. Viswesvaran, (Eds.), Handbook of industrial and organizational psychology (Vol. 1, pp. 145–164). London: Sage. First citation in articleGoogle Scholar

  • Sackett, P. R. , Zedeck, S. , Fogli, L. (1988). Relations between measures of typical and maximum job performance. Journal of Applied Psychology, 73, 482–486. First citation in articleCrossrefGoogle Scholar

  • Sala, F. (2002). Emotional Competence Inventory (ECI): Technical manual. Boston, MA: Hay Group. First citation in articleGoogle Scholar

  • Schutte, N. S. , Malouff, J. M. , Hall, L. E. , Haggerty, D. J. , Cooper, J. T. , Golden, C. J. , Dornheim, L. (1998). Development and validation of a measure of emotional intelligence. Personality and Individual Differences, 25, 167–177. First citation in articleCrossrefGoogle Scholar

  • Schweizer, K. (2010). Some guidelines concerning the modeling of traits and abilities in test construction. European Journal of Psychological Assessment, 26, 1–2. First citation in articleLinkGoogle Scholar

  • Stough, C. , Saklofske, D. , Parker, J. D. A. (2009). Assessing emotional intelligence: Theory, research, and applications. New York: Springer. First citation in articleGoogle Scholar