A study that looked at new physicians in New York state had discouraging news for female doctors. Researchers found that not only have differences in pay persisted between newly trained male and female doctors, the gap has grown over time. The biggest difference in starting pay was among dermatologists, as male doctors earned $79,815 more than women.