The causes of cloudy urine, which looks milky or hazy, include urinary tract infections, dehydration, diabetes, sexually transmitted diseases, kidney disease and prostate problems. As per Harvard Health, the more alkaline the urine, the cloudier it appears. Certain medications can also cause the colour of urine to change, giving it a cloudy appearance.