Gender pay gaps made understandable.
How to calculate gender pay gaps with practical methods.
Version 1.2 of the Gender Pay Gap Guide
Start anywhere, but dive deeper than just the headline number.
The real challenge for companies lies in explaining, correcting, and monitoring the pay system that produces those numbers.
EU Pay Transparency Directive 2023/970
Start with the directive's framework, applicability, reporting thresholds, timelines, and national transposition caveats.
Step 2Reporting metrics under the Pay Transparency Directive
Mean gaps, median gaps, complementary or variable pay, recipient rates, quartiles, and an individual's right to information.
Step 3Data preparation
Gather a clean data set of employee information, pay components, and job evaluation.
Step 4Work of same and equal value
Define how groups of workers should be built using objective, gender-neutral criteria.
Step 5Unadjusted and adjusted gaps
Unadjusted gaps are the actual differences in pay, while adjusted gaps account for differences in job characteristics.
Step 6OLS regression for pay gaps
Statistical method for analyzing gender pay gaps and identifying contributing factors.
Optional: Step 6.2Oaxaca-Blinder decomposition
Provides a more detailed breakdown of the adjusted pay gap, separating explainable components (e.g., differences in job characteristics) and unexplained components.
Step 7Remediation
- Route A: Fixing pay levels Correct deviations from gender-neutral pay standards for a specific role. Paying employees equally for same or equal-value work. This is the cleanest and easiest route.
- Route B: Explaining the difference Where pay varies for roles of same or equal-value between men and women, companies need to statistically explain deviations using objective, gender-neutral variables.
Use the findings to choose the right response, then document and monitor the decision.