Remote control devices to interface with audience measurement meters are disclosed. An example remote control device to interface with an audience measurement meter includes an audience management controller to, responsive to a gender value input via a user interface of the remote control device, store the gender value, responsive to an age value input via the user interface of the remote control device, store the age value, generate a message including the gender value and age value, and a transmitter to transmit the message to the audience measurement meter, the message including a sequence of infrared codes.