Random civilians, especially uneducated ones, aren't trained to give important details and seriously survey the situation. Police are. I trust their word over some no-name.
If this wasn't the 21st century I'd totally be agreeing with this post. There was once a time when this wasn't an epidemic, but unfortunately that time has passed.