I don't know of any peer reviewed articles on the subject, and a lot of meta-analysis articles may be junk anyway if the variables between studies aren't the same. The file drawer phenomenon hurts the data, too, since only the significant results that were published are available for meta-analysis and the insignificant ones are left out of the data, usually. How is the researcher supposed to find out about it.
I don't know about peer reviewed, but I did hear that there was a survey that asked women whether they would rather be loved or respected at the workplace, and more chose loved. More men chose respected. I probably heard that at church, so I didn't hear a source.
As far as differences between men and women go, there are quite a bit in terms of psychology. Men tend to remember big picture details (unless it's driving directions.) Women remember in more detail. I was reading an academic article on this once, and it said women remember the details of people's clothing and men don't. That really stuck out to me because my wife has tried to tell me about conversations with people at church that I hadn't met yet, "you know, the lady that was wearing purple." I was thinking, "Who remembers what color someone was wearing?" But apparently, it's pretty common for women to remember such things. If I lose track of my wife at the mall in an Asian country (where everyone's hair color is the same as hers), I don't remember what color she is wearing unless I make a mental note of it.
I haven't read the articles on this, but I was listening to discussion of research on the radio that had to do with women's brain's being wired so that they have a strong emotional memory. The commentator, a married man, pointed out that women remember when they were upset about something years ago during an argument. Women seem to have better memories about those kinds of things than men. I've also heard that there are more neural connections between a woman's emotional center in her brain and her speech center, while men's emotional center is wired to the spinal cord. When I'm stressed, sometimes I want to rest and not talk about it. My wife, going through the same things, wants to talk. When danger comes, the man is wired to get out the club and fight the bear or tiger more so than the wife. (Are women wired to scream and scare the tiger of or scream for male help?)
Biologically, women are designed to nurse babies in a way that men aren't.