Media attribution is a critical issue for marketers. Digital media provides marketers access to fine-grained data about consumer interactions with brands, but identifying the contribution of different media channels to the acquisition and retention of customers is very challenging. Marketers use attribution modeling to identify the value of each media channel. This allows companies to attribute ap
The Beer Game is a competitive supply chain simulation that improves on the learning outcomes of the classic Beer Game developed at MIT. Students still assume one of four supply chain positions, but in the second game, profile participants can have full visibility of the entire supply chain (information regarding inventory on hand, incoming shipments, and demand), and each member of the supply cha
This online exercise describes the beginnings of the product-design process at a fictitious firm, PFG Bank (PFG). PFG has a variety of different products (12 versions of a credit card) and detailed information, summarized by a credit score, about several thousand potential customers. The question at hand is which product(s) should be offered through direct mail to which customers. PFG's answer (so