I have a question about using weights for analyses looking at differences between transgender and cisgender individuals. I know that it is suggested that those analyzing PATH data use the weights in analyses, but I have a concern because the weights include "sex." When looking at "sex" vs "gender identity" variables, people's responses aren't matching up in a clear way. It's about a 75/25% split between how people answer for "sex" (based only on those with binary transgender identities: MTF, FTM).
I've run the analyses weighted and unweighted and the estimates show quite a bit of difference, so I'm trying to figure out the best course of action for reporting the results - Should I use weighted, unweighted, or both in reporting? I don't have a ton of experience with weights, so I don't have a great idea of which things are most important to consider here. Any help is appreciated.