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As hospitals and health systems intensify their financial planning efforts, revisiting and refining the forecasting techniques and tools that guide their decisions has become paramount.

For more than a decade, hospitals, payers, and other healthcare stakeholders have experimented with moving healthcare payment from fee-for-service, volume-based contracts to arrangements that reward providers for the value of the care they provide.