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Critique of Transgender Data Collection Methods in U.S. Biobanks Proposes Granular "Atomic Approach"

By

Rebecca Sanaeikia

2h ago· 1 min readenInsight

Summary

This article critiques current approaches to transgender data collection in U.S. biobanks, arguing that existing methods (one-step or two-step self-identification questions) focus too heavily on gender identity classification while neglecting systematic capture of granular biological and treatment-related data such as hormone regimens, surgical history, and organ inventories. The author proposes an "atomic approach" that would embed these component-level variables as primary rather than optional data points.

Key quotes

· 2 pulled
Current approaches to transgender data collection in U.S. biobanks center self-identification questions, typically one-step or two-step items that classify participants as transgender or cisgender based on gender identity and sex assigned at birth
Crucial details such as hormone regimens, surgical history, organ inventories, and other component-level variables are often treated as secondary or optional, referenced briefly if at all rather than embedded
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Current approaches to transgender data collection in U.S. biobanks place primary emphasis on gender-based self-identification questions, giving comparatively less attention to the systematic captur...

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