Working memory
Does managing complex task rules explain fluid intelligence?
Open access · cc by · source: Europe PMC
An individual's ability to hold and implement a complex set of new task rules is more strongly linked to their fluid intelligence than traditional memory span tasks.
Key findings
The ability to follow task rules correlated strongly with fluid intelligence at .57, which was significantly higher than the correlations for most other working memory tasks. Even though participants neglected rules on 28% of trials, 65% of these neglect cases occurred despite the participants still being able to correctly recall the rules afterward.
Methodology
Researchers tested 88 participants, aged 19 to 65 years, on several different cognitive tests. They compared performance on traditional working memory tasks, like digit and spatial spans, with performance on rule working memory tasks that required remembering and applying five rules. Fluid intelligence was measured using a standard non-verbal reasoning test.
Limitations
Because this study is purely correlational, it cannot prove that the ability to build a mental control program causes higher fluid intelligence. The study also relied on a relatively small sample of 88 adults, which limits generalizability to broader populations. Finally, it remains unclear whether training people on complex rule-following tasks would actually improve their general fluid intelligence.
How this study connects
Role on claims
Each row is a claim on a concept or method page where this paper supports, challenges, or qualifies the statement. Roles are hand-checked — not a model guess.
General working memory capacity is highly integrated and strongly correlates with fluid intelligence.
Evidence for the claim as stated.
An individual's capacity to maintain and execute complex, novel task rules correlates strongly with fluid intelligence, demonstrating a much tighter connection than traditional working memory span tasks.
Evidence for the claim as stated.
An individual's ability to hold and implement a complex set of novel task rules is strongly associated with fluid intelligence, far outperforming traditional simple memory span tasks in predicting non-verbal reasoning performance.
Evidence for the claim as stated.
A significant proportion of rule-following failures in cognitive tasks occur not because the rules have been forgotten, but because participants fail to apply or implement the rules they still actively remember.
Evidence for the claim as stated.
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