The idea that people may not identify with traditional binary gender categories has gained acceptance in the United States, but the lack of recognition of transgender and nonbinary citizens in administrative records, identity documents, and national surveys restricts people’s ability to self-identify and limits our understanding of patterns and trends in well-being.