However, as previously mentioned, we do not usually have access to this type of consumer purchase data. Retail customer dissatisfaction is gauged via feedback on a daily basis in meetings, phone calls, and e-mails. Their dissatisfaction may also be reflected by their decisions to reduce shelf space, purchase more of a competitor’s product, or refuse to participate in joint planning and improvement efforts.