The ad features a voice-over from a mother saying a son's clothes could make or break him for the entire year.
Then, it shows the student sitting alone at a lunch table.
Some parents say the spot promotes bullying and puts pressure on cash-strapped parents.
J.C. Penney responded by saying the ad wasn't intended to trivialize or promote bullying.
The ad is no longer part of its current TV campaign.