That's always one of the challenges in statistics, trying to understand what the difference is in participation rate. When it comes down to it, women are still the ones who go on maternity leave and have children, so that does impact some women's participation, and there are different choices for different groups. But the “why” is not something we tend to cover in our surveys.
On May 14th, 2014. See this statement in context.