That's What She Said: What Men Need to Know (and Women Need to Tell Them) About Working Together

by Joanne Lipman

Yet the reverse is true for women: when she outearns her husband she is less likely to cheat.

No, this is the same as for men according to your data: whoever earns more is less likely to cheat!