Accounting for sex and gender characteristics is a complex, structural challenge in social science research. While other methodology papers consider issues surrounding appropriate measurement, we consider how gender and sex impact adjustments for non-response patterns in sampling and survey estimates. We consider the problem of survey adjustment arising from the recent push toward measuring sex or gender as a non-binary construct. This is challenging not only in that response categories differ between sex and gender measurement, but also in that both of these attributes are potentially multidimensional. In this manuscript we reflect on similarities to measuring race/ethnicity before considering the ethical and statistical implications of the options available to us. We do not conclude with a single best recommendation but rather an awareness of the complexity of the issues surrounding this challenge and the benefits and weaknesses of different approaches.
Is maleness as durable a social classification as femaleness? Theories of gender suggest that men’s dominance in the gender hierarchy affords them greater privileges than women, whereas theories of status predict that men would be subject to greater scrutiny precisely because they occupy a higher-status position. We interrogate the nature of gender categories themselves by examining which theories hold in the context of gender nonconformity. Using a nationally representative survey experiment, we examine how a child’s sex assigned at birth affects their likelihood of being reclassified as transgender for engaging in gender-nonconforming behavior. We find that people are more likely to reclassify boys exhibiting feminine behavior into an alternative identity category (transgender) than girls exhibiting analogous masculine behavior. Thus, membership in the “male” category is more fragile than in the “female” category. These findings suggest that gender nonconformity is itself a gendered process, and that the durability of membership in a social category depends on the status of that social identity. This study provides the first causal evidence of the effect of gender nonconformity on perceptions of both transgender and homosexual identity.
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