Outlet bias refers to the tendency of consumer price indexes, such as the Consumer Price Index (CPI), to overstate the true cost of living changes due to the inclusion of price data from a limited set of retail outlets. This bias arises from the fact that the prices collected for the index may not accurately represent the full range of prices consumers face in the marketplace.