Add soy sauce, vinegar, paprika, dry mustard, sugar and oil to a large pan and stir to combine. Place chicken drumsticks in pan. Pour water on top. Bring to a boil.
Boil until water has reduced by half. Reduce heat to medium. Continue to turn the chicken frequently until cooked through.