Hey there,
Men had gone out to fight the war. Women stayed behind. The only truth in the statements you provided is that women replaced men in the workforce until they returned. Women were actually paid less during this time, and were mostly laid off once the war was over though many stayed and continued to labor with smaller wages.
This of course led to several strikes demanding equal pay which is a struggle that sadly continues until this day.