Most of us have an intuitive sense that people differ not just in how "smart" they are overall, but in their specific cognitive strengths and weaknesses — some people are gifted at math, others at language, others at rapid processing. But how much of that profile is inherited? A major 2022 meta-analysis sheds light on this question.
The findings are also relevant for future genome-wide studies and polygenic scoring, especially if researchers want to predict specific strengths such as math, reading, or memory rather than only overall intelligence.
What the Study Did
The paper, published in the journal Intelligence, conducted a meta-analysis of over 747,000 twin comparisons drawn from 77 published studies. It focused on Specific Cognitive Abilities (SCA) — the middle tier of the Cattell-Horn-Carroll (CHC) hierarchical model of intelligence, which includes domains such as fluid reasoning, processing speed, short-term memory, and quantitative knowledge. By comparing identical and fraternal twins, the researchers estimated how much of the variation in these abilities is due to genetics versus environment.Key Findings
- Specific abilities are just as heritable as general intelligence. The average heritability across all SCAs was 56%, which is remarkably similar to g.
- Not all abilities are equally heritable. Quantitative knowledge, processing speed, and reading/writing were among the most heritable domains, while fluid reasoning, short-term memory, and auditory processing were lower.
- Removing general intelligence did not erase heritability. Even after statistically removing overlap with g, the remaining specific abilities were still 53% heritable on average.
- SCAs do not follow the same developmental trend as g. Unlike general intelligence, which tends to become more heritable with age, specific abilities showed average decreases in heritability across development.
- Shared environment mattered more for some skills than others. Comprehensive knowledge showed the strongest shared-environment effects, while processing speed and reaction time showed very little.
Why This Matters
The study suggests that cognitive strengths are not just a side effect of overall intelligence. Your profile of talents and weaknesses appears to have its own genetic basis, which may help explain why two people with similar IQs can still excel in very different areas.The findings are also relevant for future genome-wide studies and polygenic scoring, especially if researchers want to predict specific strengths such as math, reading, or memory rather than only overall intelligence.