Shultz · Philosophical transactions of the Royal Society of London. Series B, Biological sciences 2022 · Comparative meta-analysis and path analysis · n=44 published analyses

Socioecological complexity in primate groups and its cognitive correlates.

Level 5 - mechanism / opinion, no new human data

Comparative meta-analysis and evolutionary modeling of non-human primate datasets (animal/evolutionary research)

PubMed 35934968 · doi:10.1098/rstb.2021.0296 · record verified 2026-08-26

What was done

The authors applied principal component analysis to non-human primate social, ecological, and reproductive behaviors to identify underlying behavioral dimensions. They synthesized these findings using a meta-analysis of 44 published analyses of primate brain evolution and conducted path analysis to test directional relationships among absolute brain volume, relative brain size, neocortex size, non-neocortex volume, and behavioral variables.

What was found

The abstract reports no numerical effect sizes, correlation coefficients, or statistical values. Qualitatively, primate behaviors condensed into two components: socioecological complexity and reproductive cooperation. Across the 44 analyzed studies, cognition, sociality, and cooperative behaviors consistently associated with absolute brain volume, neocortex size, and neocortex ratio, whereas diet composition and life history associated with relative brain size. Path analysis indicated that neocortex size predicts social group size, while non-neocortical brain structures predict ecological traits.

Why it matters

This work differentiates the evolutionary neuroanatomical correlates of social versus ecological selective pressures, supporting the hypothesis that primate cognition evolved along a domain-general continuum to solve complex socioecological demands.

Limits

No exact quantitative figures, effect sizes, or species counts are reported in the abstract. The underlying data are observational and comparative, relying on macro-structural brain metrics as proxies for cognitive capacity rather than direct functional or cognitive testing.

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