Assess whether a unit's complication rate is a real signal (a6fb29)

Situation

Risk-model validation lead owns a unit's complication rate inside a unit with a new early-warning model with length-of-stay outliers versus DRG peers as the only packet. A unit that is an outlier after risk adjustment is what changed the clock for this Healthcare Models and Documentation file.

Decision

Risk-model validation lead in a unit with a new early-warning model must choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold using length-of-stay outliers versus DRG peers after a unit that is an outlier after risk adjustment.

Hypotheses to test

• Length-of-stay outliers versus DRG peers reads as Proceed under protocol once a unit that is an outlier after risk adjustment is lined up to the same Healthcare population.
• Length-of-stay outliers versus DRG peers is closer to Pause the pathway after a unit that is an outlier after risk adjustment; Proceed under protocol would over-claim this Models and Documentation extract.
• Escalate safety review is still live in length-of-stay outliers versus DRG peers for risk-model validation lead in a unit with a new early-warning model.
• Length-of-stay outliers versus DRG peers is missing the fact risk-model validation lead needs after a unit that is an outlier after risk adjustment; stop this Healthcare close.

Analysis required

• Trace access logs and outputs to the rule risk-model validation lead must apply.
• Assess patient-safety and HIPAA / minimum-necessary implications of a unit's complication rate.
• Quantify who is harmed if length-of-stay outliers versus DRG peers is wrong.
• For this Healthcare Models and Documentation file, read length-of-stay outliers versus DRG peers against a unit that is an outlier after risk adjustment and write the one fact that would move a unit's complication rate for risk-model validation lead.

Recommendation

Choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold on this Healthcare / Models and Documentation packet (length-of-stay outliers versus DRG peers after a unit that is an outlier after risk adjustment). The follow-on Models and Documentation action is what risk-model validation lead does next: implement the option, assign an owner, and log the missing fact.