I thought the traditional way to pull off this scam was to buy/steal a product, take it out of the box and then sell the box with something of similar size & weight for half the price of the product?
From my understanding, in some cases the scam artists don't even need the product they just pick the box they need out of the garbage (which makes this a particularly popular scam after Christmas) ...