It is tough, if not impossible to know for sure in cases like these. The most effective way is the use of controlled studies. The population is split such that the only difference between the groups is one variable. The very simplified version is that sometimes you find that there is only evidence for a correlation (between say relationships and good health), and other times you can find evidence for causation.
In this case it looks like they found the later.