Assessing individual differences in knowledge: Knowledge, intelligence, and related traits.
Abstract
Twenty academic knowledge tests were developed to locate domain knowledge within a nomological network of traits. Spatial, numerical, and verbal aptitude measures and personality and interest measures were administered to 141 undergraduates. Domain knowledge factored along curricular lines; a general knowledge factor accounted for about half of knowledge variance. Domain knowledge exhibited positive relations with general intelligence (g), verbal abilities after g was removed, Openness, Typical Intellectual engagement, and specific vocational interests. Spatial and numerical abilities were unrelated to knowledge beyond g. Extraversion related negatively to all knowledge domains. Results provide broad support for R. B. Cattell's (1971/1987) crystallized intelligence as something more than verbal abilities and specific support for P. L. Ackerman's (1996) intelligence-asprocess, personality, interests, and intelligence-as-knowledge theory of adult intelligence.
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Studies published since Ackerman and Heggestad's meta-analysis suggest a negative relationship between extraversion and intelligence.
“Several studies (Ackerman, 2000; Ackerman, Bowen, Beier, & Kanfer, 2001; Ackerman & Rolfhus, 1999; Furnham, Forde, & Cotter, 1998; Roberts, 2002; Rolfhus & Ackerman, 1999) since the meta-analysis suggest the opposite trend – a negative relationship between extraversion and intelligence.”
From Extraversion and intelligence: A meta-analytic investigation (2005) · cites this paper as Rolfhus & Ackerman, 1999
Rolfhus and Ackerman (1999) found that extraversion was significantly negatively correlated with all but one of twenty domain knowledge scales.
“Rolfhus and Ackerman found that extraversion was significantly negatively correlated with all but one of twenty domain knowledge scales (see Table 3).”
From Extraversion and intelligence: A meta-analytic investigation (2005) · cites this paper as Rolfhus & Ackerman, 1999
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- Authors
- Rolfhus, E. L., & Ackerman, P. L.
- Affiliations
- Georgia Institute of Technology (US)
- ORCID
- Ackerman, Phillip L.
- Venue
- Journal of Educational Psychology
- Published
- 1999-09
- Volume
- 91
- Issue
- 3
- Pages
- 511-526
- ISSN
- 0022-0663 (ISSN-L)
- 1939-2176
- OpenAlex
- W2090749585
- Cited by
- 195
- References
- 2
- Citations by year
- 2026: 3 · 2025: 6 · 2024: 3 · 2023: 4 · 2022: 7 · 2021: 6 · 2020: 5 · 2019: 7 · 2018: 10 · 2017: 10 · 2016: 18 · 2015: 9 · 2014: 8 · 2013: 9 · 2012: 12
- FWCI
- 6.88
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Educational Psychology (publishedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Psychology › Clinical Psychology › Personality Traits and Psychology
- Keywords
- domain knowledge, general knowledge, crystallized intelligence, general intelligence, verbal ability, spatial ability, numerical ability, personality traits, openness to experience, extraversion, career interest
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