what is presumed is that there religious factor affecting it though. people are least likely to move in prior to marriage do so out of religious beliefs and associated stigma, which in turns impacts their lower likelihood for divorce. while those who do move in together are less concerned about religious stigma and less concerned about the religious stigma regarding divorce.

i don't think that study looked at marriage satisfaction.