Experience. I have seen surveys in the past with loaded questions.
The study methodology will be biased based on the survey designer's opinions about the factors cause happiness. My impression is that these studies are done by Leftist groups with grants. Sometimes there is an agenda, and sometimes there is bias.
According to the documentation for this particular survey, the following factors were included.
Actually their agenda seems to be "money leads to happiness"