No. The only things that will effect the Catch Rate are the kind of the Poke Ball, the amount of HP the pokemon have, or a status effect such as Sleep, Poison...
Actually not, it's just a Placebo effect
this is the formula
POKEMON IS SERIUS BUSINESS