How is labor-market discrimination measured?
Labor-market discrimination occurs when a characteristic unrelated to productivity systematically affects hiring, pay, promotion or conditions.
How economic transformation works
A raw pay gap also includes differences in experience, education, occupation and hours. Statistical decomposition separates explained and unexplained portions but does not prove intent by itself. Matched-resume studies test responses to similar applications, while workplace records reveal promotion and exit patterns. Technological and environmental transformation changes not only tools but also job design, skill demand, costs and income distribution. Effects are measured by sector and task because national averages can hide local differences. Productivity gains and transition costs may arise at different times.
Transition policies, fairness and measurement
Measurement considers intersecting identities, occupational segregation and privacy. Transparent pay bands, structured hiring and appeal channels are implemented and monitored. Training alone may not create lasting change without process and accountability. Policy design combines education, social protection, competition, data security and worker participation. Exclusion from the new system is measured regularly. Success is judged by quality jobs, real wages, emissions, access and productivity rather than investment alone.