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A system, method, and device for forming contextualized competitions in a work environment are disclosed. The system includes a performance metric computation component which computes performance metrics, a visualization component which generates a visual interface for display to a supervisor, and a processor which implements the components. The method includes receiving information related to a set of agents operating in a work environment. A first aggregated value for a first performance metric and a second aggregated value for a second performance metric are computed. The first and second values are visualized, and a predicted effect on the second performance metric when the first performance metric is altered is visualized. The device serves as a decision-making support tool including a plurality of control mechanisms for altering at least one performance metric and displaying the predicted …