Other factors associated with in-work poverty include being young (aged 16-25), living in a single-earner household, low levels of education and having children (Brady et al., They also find the working poor to be disproportionately female, less educated and with children. In the United Kingdom and United States, welfare reform has been associated with increased employment, particularly among lone parents.