this allows us to explore which dimensions have the greatest impact on female emigration first bilateral migration data present a high occurrence of zero values which may bias our estimations second our gender inequality variable may be correlated with the error term due to potential reverse causality since gender inequality may be a determinant of international migration but at the same time migrants may shift gender attitudes in their origin countries