Don't be afraid to use enough extra virgin olive oil.  It will keep the chicken deliciously moist inside and add tremendous flavor. Also, the chicken drumsticks' skin helps hold moisture during cooking. So don't take the skin off the chicken legs. If you really want to avoid it, remove it afterward.