Single black women are increasingly common as unemployment and incarceration rates among black men have risen sharply since the 1980s. Interracial marriages have also increased, contributing to a surplus of over 1.8 million more black women than men in the US according to 2003 census data. Possible factors turning away potential black partners include intimidation by successful single black women, despite their increased education levels and independence.