Analysis of proportions

We are planning a study to examine predictor variables associated with the proportion of women enrolled as clinical trial participants. We have preliminary data from a small sample of trials to suggest underrepresentation. I am trying to determine possibilities for data analysis, with my thoughts centering on beta regression. A related thought is that since we have preliminary data, could this be modeled within a Bayesian framework? Any input would be greatly welcomed and appreciated!