Barely Significant
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Sex and age differences in "theory of mind" across 57 countries using the English version of the "Reading the Mind in the Eyes" Test.

Proc Natl Acad Sci U S A · 2023 · PMC9910622 · PMID 36584298

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Out of the 16 studies selected to review, 12 studies (that include eight translated versions of the Eyes Test) showed a significant female advantage, and the remaining four studies showed a descriptive female advantage that did not reach statistical significance.

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Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.