The relation between information and entropy for measurements of thermo-dynamic parameters is considered. The reduction in entropy that an observer can obtain in a system described by a fluctuating thermodynamic parameter is shown to be smaller than the information possessed by the observer. The information transfer and the entropy production due to the irreversible interaction of the observed system with the measuring instrument are compared.