The Short Version
Multiple large-scale studies and government or peer-reviewed analyses find that even after adjusting for job title, experience, and hours, women still earn slightly less—usually 1–5 %—than men doing comparable work. A trade publication’s report of nine states with no measured gap is an outlier and does not negate the broader, well-documented residual disparity. Therefore, the assertion that controls eliminate the pay gap everywhere is not supported.