43% vs 36% isn't a huge difference, but it is the trend that is interesting.
I do not believe it is the general economic well being of women that has lead to their decreasing church attendance, rather, it is the fault of the k-12 education system and societal pressures which teaches young women to believe that men and religion are dangerous for women. Yes, of course in some ways it was dangerous. My mother for example, put up with significant abuse and the church elders (1990-2001 timeframe) told her to just forget about it. About a decade later I think is when women and girls began to be respected more and were given greater autonomy to report abuse. Not a bad thing. however.. you still need to find your mate preferably before age 25! something that is now discouraged.
Young men, who have been left behind in many ways and young adult men, who are now lower than women in terms of percentage with college degrees, are realizing something is wrong and some of them may indeed be going to church looking for direction. In general, biologically, men are leaders, (because for 10000's of years had to provide for a continuously pregnant woman at home in the hopes of your dna remaining on the planet), but very few men have been taught leadership skills by their parents or by society. (I was fortunate to be in both cubscouts and boyscouts, to a limited extent i learned how to herd cats.) But as for male leadership and running a business and making money, my dad didn't teach me any of that.
About 7 years ago at a young adult youth group in the pacific northwest, a russian, married christian man showed up and while i didn't like part of his character, i do remember he had some interesting conversations with a woman who had been in the us navy, in which he was fairly aggressively asking her you know, what are your plans in life, what are you going to do to get promoted at work, etc. the tenacity and aggressiveness in him, to try and help that woman make a path forwards and figure some problems out, i've not seen except in about 1% of the population. Yet that is what is grossly needed, or our alleged christian american society is going to become overrun with corporations seeing profit at the expense of everyone.
Instead, people like him tend to get asked to leave churches, so, its just a social gathering not a place that is actually useful for young men. but, there is still the religious component which both men and women do instinctively want.
i once told a 70+ year old man to ask Jesus what to do with his remaining time on this earth, and be warned, the devil will show up real quick to tell you what to do. he laughed, knew what i was talking about.. but said what amounts to: i've never heard anyone tell me that before.
he did go to church regularly for decades, i gathered that he enjoyed the natural high he got from singing worship songs..
but made enough in the porn industry to buy 5 houses back in the 70's and 80's...
But he had never heard a pastor encourage or even suggest asking Jesus directly for personal guidance!