Crude mortality does not differ between older men and women in the Nairobi slums.

The female survival advantage is only apparent after controlling for other factors.

The crude female advantage may not apply in populations with high gender inequality.

More factors distinguish male mortality risk-indicative of vulnerable male sub-groups.

Policy should redress female life course disadvantages and include older women and men.