Let’s first assume that your stat minus citation is the result of a meaningful study.
The second assumption is this:
That women prefer male bosses because male bosses treat them better.
My first thought is not that assumption.
Having studied systemic racism, I know even the recipients of racism harbor feelings of distrust and dislike against themselves.
That’s just one part of what’s so pernicious about systemic racism, sexism, etc.