Yes. In 2007 there were 39,000 women in that situation. There were 59,000, almost 60,000 men in that same situation. There are more men who are unemployed, so if you look at that 39,000 as the share of all women who were unemployed, it's the same as the share for men. About 9% of unemployed women have worked but didn't accumulate enough hours to receive EI, and that's the same as the share of the unemployed men.
On March 3rd, 2009. See this statement in context.