Female managers closing gender wage gap through direct interaction with workers.
Female managers, especially those at the second management level, play a significant role in reducing the gender wage gap among workers. First-level female managers have a slight impact, while second-level managers have a considerable effect. This is because second-level managers interact more with workers, leading to a greater reduction in the wage gap. Increasing the number of female second-level managers could help close the gender wage gap.