The chance of persuasion depends on the level of Eloquence, the higher it is, the higher the chance that persuasion will work successfully. But you only get one try, so if you fail, you either have to reload or find other ways.
In this particular case, you can give the cop a donut, which you can buy at a cafe in the Suburb (the first building next to the road to the Park Area).