This kind of study happens when in a specific context a researcher wants to study how to or more variables are connected and how they are modify when one variable changes. In this case, when the people loose weight, it will be expected that they get out from depression and anxiety.
A separation is where the couple is still married but aren't together. They could do to couples therapy or surround yourself with people who are in positive realtionships to try to fix it.