A cost-plus trap: Pricing heuristics and demand identification

Cost plus pricing is a common pricing heuristic. We investigate whether a firm, following cost plus pricing in a simple environment, will eventually have enough information about demand conditions to switch to an optimization-based pricing approach. We find that with unsophisticated statistical approaches this is unlikely, and even with a Bayesian decision theoretic approach there can be what we call a cost plus trap.