Yes, it does, since the appropriate thickness will affect the fit of your shoes. For people who have shallow or low-volume feet, it is advised for them to buy a pair of athletic socks that are on the thicker side. On the other hand, if you have medium to wide or high-volume feet, thinner socks will be best on your feet. Always remember to try on your socks with your shoes to gauge the comfort and fit.