Data collection and evaluation systems that, in various embodiments, include an active RFID tag for collecting, time-stamping, and storing vehicle sensor data. Examples of the type of data collected include door data, ignition data, oil pressure data, temperature data, speed data, global positioning data, and diagnostic and trouble code data. The system further includes an external data acquisition device, such as a mainframe computer system or a hand-held data acquisition device like an iPAQ. The external data acquisition device includes an RFID interrogator for communicating with the RFID tag, which enables the RFID tag to transmit the time-stamped data wirelessly to the external data acquisition device. The ability of the system to automatically collect and transfer data allows for the automation of fleet management processes, vehicle maintenance and repair processes, and certain security features.