Anna Olivia Nielsen, née Christensen, (1852–1910) was a Danish trade unionist and politician. Under her leadership, the Danish Women Workers Union (KAD) gained prominence as agreements resulted from effective strike action. Founded 1901, Nielsen chaired the organisation until her death in 1910.