 Decorating people's homes for Halloween is increasing, and so they're pulling demand forward in order to be able to give the best decorations. Thomas McMillan heads the Center for Retailing Studies at Texas A&M. He predicts other big-box stores will follow Home Depot's lead, so expect to see lots of Halloween decorations pop up. A study by the National Retail Federation found Americans spend over $12 billion on Halloween decor.