Abstract
Objective: To explore the influence of biological networks on cognition, emotion, and gender identity.
Methods: We conducted an extensive mixed-methods review, synthesizing of existing literature and research from neurobiology, endocrinology, evolutionary psychology, and sociology, following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) and Confidence in the Evidence from Reviews of Qualitative Research (CERQual) guidelines to assess neurobiological factors in gender identity versus sex.
Results: Early hormonal exposure shapes brain development and behaviors, such as systemizing, empathy, and aggressive tendencies, influencing gender identity beyond biological sex.
Conclusions: Biological factors can strongly shape gender identity, sometimes independently of physical sex, alongside cultural influences.



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