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Normalizing data in order to have effective internal and external relative comparisons can drive impactful change. An innovative “vector” approach focusing on the most significant issues impacting clinical and operational performance addresses problems more quickly than traditional siloed assessments. The “vector” approach avoids ineffective optimizations that do not discover upstream and downstream impacts on remediations. Instead, organizations must utilize powerful analytics to diagnose areas of opportunity and use a continuum approach to span the organization (across clinical, revenue cycle, supply chain, pharmacy and post-acute domains); forensically identifying areas where performance can be optimized. As a result, improvement efforts are less disruptive and focus on a specific issue remediation rather than full-functional deep dives. 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