The device is very accurate but also sensitive.
It counts every move. If you carry it in your pocket, purse or similar, where the device has a lot of space, it then also registers the device's own movement in the pocket. In general, there are than up to 30% more "steps" done.
Therefore, it is always advisable to wear the device on your body, so that only the body movement is recorded.