The most common cause of a stuck accelerator is a malfunctioning throttle body or a faulty throttle position sensor. Other issues can include a jammed or frayed throttle cable, or a floor mat interfering with the pedal. Regular maintenance, including checking the floor mats, throttle body, and throttle cable, can help prevent a stuck accelerator.