10.1177/0146167203254596 ARTICLE PERSONALITY AND SOCIAL PSYCHOLOGY BULLETIN Brackett, Mayer / MEASURES OF EMOTIONAL INTELLIGENCE
Convergent, Discriminant, and Incremental Validity
of Competing Measures of Emotional Intelligence
Marc A. Brackett
John D. Mayer
University of New Hampshire
This study investigated the convergent, discriminant, and incre-
mental validity of one ability test of emotional intelligence
(EI)—the Mayer-Salovey-Caruso-Emotional Intelligence Test
(MSCEIT)—and two self-report measures of EI—the Emotional
Quotient Inventory (EQ-i) and the self-report EI test (SREIT).
The MSCEIT showed minimal relations to the EQ-i and SREIT,
whereas the latter two measures were moderately interrelated.
Among EI measures, the MSCEIT was discriminable from well-
studied personality and well-being measures, whereas the EQ-i
and SREIT shared considerable variance with these measures.
After personality and verbal intelligence were held constant, the
MSCEIT was predictive of social deviance, the EQ-i was predic-
tive of alcohol use, and the SREIT was inversely related to aca-
demic achievement. In general, results showed that ability EI
and self-report EI are weakly related and yield different measure-
ments of the same person.
Keywords: emotional intelligence; personality; behavior; emotions; va-
lidity
Research on emotional intelligence (EI) has
expanded over the last decade and today there are a vari-
ety of tests to assess it. The three best-known tests are the
Mayer-Salovey-Caruso Emotional Intelligence Test
(MSCEIT) (Mayer, Salovey, & Caruso, 2002a), the Emo-
tional Quotient Inventory (EQ-I) (Bar-On, 1997a), and
Schutte et al.’s (1998) self-report EI test (SREIT). There
is a controversy, however, about what these tests actually
measure, what they predict, and whether the tests are dis-
tinguishable from other abilities and personality attrib-
utes (Hedlund & Sternberg, 2000; McCrae, 2000; Mayer,
Salovey, & Caruso, 2000).
Consider theories of EI. Mayer et al.’s (2000) original
performance-based model of EI pertains to an individ-
ual’s capacity to process and reason about emotions.
These researchers distinguish their ability model from
other “mixed” models of EI. They assert that the term EI
has become “unmoored” from both emotion and intelli-
gence because so-called mixed models combine mental
abilities (e.g., ability to perceive emotion) with self-
reported qualities such as optimism and well-being that
are clearly distinct from their mental ability approach
(Mayer et al., 2000; Roberts, Zeidner, & Matthews, 2002;
Salovey, Mayer, Caruso, & Lopes, 2001).
Each approach to measuring EI can influence the
validity of the construct. For example, in intelligence
research, performance scales are standard because they
are based on the capacity to solve mental tasks (Carroll,
1993). Self-report scales of intelligence, on the other
hand, are based on people’s endorsements of descriptive
statements about themselves. If a person’s self-concept is
accurate, then self-report data serve as an accurate mea-
sure. However, most people are inaccurate reporters of
their own abilities. Correlations between ability and self-
report measures of intelligence, for instance, are gener-
ally low (r = .00 to .35) (Paulhus, Lysy, & Yik, 1998).
Therefore, with respect to EI, it is likely that ability and
self-report models will yield different representations of
the same person.
In the present study, one ability-based and two self-
report tests of EI are employed. The MSCEIT is designed
to measure EI as a mental ability. In this conception, EI is
1
Authors’ Note: The preparation of this article was facilitated by a grant
from the National Science Foundation (Sigma Xi), a Research En-
hancement Award from the University of New Hampshire, and a Sum-
mer Fellowship awarded from the University of New Hampshire to the
first author. We thank our colleagues Zorana Ivcevic, Paulo Lopes, and
Dr. Rebecca Warner from the University of New Hampshire for their
comments on earlier versions of this article. The article also benefited a
great deal from the helpful comments of three anonymous reviewers
and Paula Niedenthal. Please address correspondence to Marc A.
Brackett, Department of Psychology, Yale University, P.O. Box 208205,
New Haven, CT 06520; e-mail: marc.brackett@yale.edu.
PSPB, Vol. 29 No. X, Month 2003 1-
DOI: 10.1177/0146167203254596
© 2003 by the Society for Personality and Social Psychology, Inc.