Cook sausage in a large Dutch oven over medium heat and crumble. Add the rest of the ingredients and bring mixture to a boil.
Reduce heat, remove cover and let it simmer for about 20 minutes.
Ladle sour cream onto individual serving. Sprinkle it with parsley and cheddar cheese. Serve with corn chips, cheese croutons or tortilla chips (optional).