The persistence phenomenon is studied within the context of financial markets via a novel mapping of the values of the shares in a portfolio onto an Ising model. As a result we are able to estimate the persistence exponent from financial data. Preliminary results from a toy model which appears to reproduce the behavior observed in the real market will also be discussed.