Air Force units have found differences between authorized and actual numbers of personnel, partly because of deployments. Using historical and other data and interviews, the authors assessed the wing-level effects of these disparities including skill levels and personnel tempo. The recommendations include improvements in manpower bookkeeping and requirement determination, use of dynamic simulation models, and implementation of suitable metrics.