The purpose of this paper was to identify issues that have arisen from lack of police officer training and misuse of force. The data analyzed is from the last 20 years and represents the ratio of shots fired to hit ratios in officer involved shootings. Using this information, the next step was to look at different training simulations and scenario studies and how they relate to real life application in the field. The effects of the training and simulation studies provided insight into what training could implement. Specifically, FIRST training and simulations that replicated adrenaline and anxiety were effective in their results. Police officer training needs to implement similar programs as they could reduce the mistakes of officers and their use of force.