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This paper identifies how dynamic technological activities of analysis, evaluation, and synthesis applied to internal and external organizational data can highlight complex relationships within integrated hospital processes to address root causes rather than symptoms and ultimately yield improved capabilities. This case study investigates how integrated information systems can identify, qualify, and quantify perioperative performance indicators to measure improvement based on a 157-month longitudinal study of a large, 1,157 registered-bed teaching hospital. 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