One in five adults admitted to urinating in swimming pools, which means 20% of adults in swimming pools have urinated in it. Red eyes associated with swimming are not caused by chlorine. They are caused by chloramine, a chemical that is created when urine combines with the chlorine already in the pool. In fact, the more strong smelling a pool is, the more contaminated it is.