OLS with binary dependent variable

Hi everyone,

I read several papers where they employ an OLS method (xtreg with fixed effects) for panel data with a binary dependent variable and I was wondering if anyone knows why? Because my first thought would have been an xtlogit with fixed effects.

Many thanks