Which of the risk factors are most important for risk-adjustment?

Multiple imputation cannot produce estimates which are as accurate as those based on complete data, and it is therefore very important to provide complete information on all of the risk-factors used for adjustment. The strongest of the risk-factors that come from NBOCA are age, ASA grade and TNM stage, and it is particularly important that these are complete.