Assess whether to stop a model that increases alert volume without outcomes

SITUATION Alerts and Bundles work in a 400-bed community hospital with alert fatigue now turns on to stop a model because a CMS preview report showing a star-rating drop put risk-adjustment model calibration plot in play. Quality-improvement physician should say what risk-adjustment model calibration plot proves.

DECISION Quality-improvement physician in a 400-bed community hospital with alert fatigue must choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold using risk-adjustment model calibration plot after a CMS preview report showing a star-rating drop.

HYPOTHESES TO TEST 1. Authorize Proceed under protocol now; risk-adjustment model calibration plot already has the discriminator after a CMS preview report showing a star-rating drop. 2. Keep Pause the pathway in force until risk-adjustment model calibration plot is completed after a CMS preview report showing a star-rating drop for quality-improvement physician. 3. Treat risk-adjustment model calibration plot as Escalate safety review because both readings appear after a CMS preview report showing a star-rating drop. 4. Refuse a Healthcare close: quality-improvement physician does not have the decision to stop a model turns on in risk-adjustment model calibration plot.

ANALYSIS REQUIRED 1. Trace access logs and outputs to the rule quality-improvement physician must apply. 2. Assess patient-safety and HIPAA / minimum-necessary implications of to stop a model. 3. Quantify who is harmed if risk-adjustment model calibration plot is wrong. 4. For this Healthcare Alerts and Bundles file, read risk-adjustment model calibration plot against a CMS preview report showing a star-rating drop and write the one fact that would move to stop a model for quality-improvement physician.

RECOMMENDATION Choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold on this Healthcare / Alerts and Bundles packet (risk-adjustment model calibration plot after a CMS preview report showing a star-rating drop). Lead with the Healthcare option risk-adjustment model calibration plot can support after a CMS preview report showing a star-rating drop, then the two facts that force it, then the Monday action for quality-improvement physician in a 400-bed community hospital with alert fatigue.

COMMAND RETURNS - Bottom-line Healthcare option on to stop a model, then the evidence in risk-adjustment model calibration plot, then the action for quality-improvement physician - Hypothesis scorecard against risk-adjustment model calibration plot: supported / rejected / untestable - Owner and next date for quality-improvement physician in a 400-bed community hospital with alert fatigue - What changes to stop a model if a CMS preview report showing a star-rating drop is later withdrawn