People with spare time/money are happier
People with spare time/money can afford to put more time/money into their dog’s wellbeing.
It reminds me of an article saying women who owned horses lived longer than those who didn’t. Then it was pointed out that women who can afford horses are vastly more likely to have health insurance and/or access to better healthcare. Which obviously wouldn’t make as good a headline.