Methods and apparatus to enforce a power off state of an audience measurement device during shipping of the device are disclosed herein. An example portable audience measurement device includes a housing, a media detector in the housing to collect media exposure data and a packaging sensor to detect a stimulus generated within the package. A packaging detector compares the detected stimulus to a criterion to determine whether the device is located within the package.