AI-Era KPIs for Healthcare

Proposed performance indicators for healthcare operations where AI and automation create decisions that legacy metrics cannot measure.

22
Proposed KPIs
12
Categories

Diagnostic AI Calibration and Clinical Trust (3 KPIs)

Diagnostic Confidence Calibration Index (DCCI)
GMI-HC-001 Integration-Required
AI Worklist Prioritization Equity Score (WPES)
GMI-HC-002 Pilot-Ready
Automation Bias Differential (ABD)
GMI-HC-003 Integration-Required

Clinical Decision Support Signal Quality (3 KPIs)

Critical Alert Override Discrimination (CAOD)
GMI-HC-004 Pilot-Ready
Alert Credibility Response Lag (ACRL)
GMI-HC-005 Integration-Required
CDS Cognitive Yield Ratio (CCYR)
GMI-HC-006 Infrastructure-Dependent

Predictive Operations and Flow Economics (3 KPIs)

Census Prediction Economic Accuracy (CPEA)
GMI-HC-007 Pilot-Ready
Discharge Prediction Reliability Index (DPRI)
GMI-HC-008 Pilot-Ready
No-Show Prediction Calibration Index (NPCI)
GMI-HC-009 Pilot-Ready

Autonomous Pharmacy and Medication Safety (2 KPIs)

Substitution Clinical Appropriateness Rate (SCAR)
GMI-HC-010 Integration-Required
Verification Vigilance Degradation Rate (VVDR)
GMI-HC-011 Infrastructure-Dependent

AI Documentation Integrity and Revenue Compliance (2 KPIs)

Documentation Fidelity Index (DFI)
GMI-HC-012 Infrastructure-Dependent
AI Coding Distribution Drift (ACDD)
GMI-HC-013 Pilot-Ready

AI Governance, Equity, and Workforce Impact (9 KPIs)

Risk Score Action Rate (RSAR)
GMI-HC-014 Integration-Required
Risk Model Discrimination Currency (RMDC)
GMI-HC-015 Integration-Required
Assignment Competency-Acuity Match Index (ACAMI)
GMI-HC-016 Integration-Required
Schedule Equity Distribution Index (SEDI)
GMI-HC-017 Pilot-Ready
Outreach Equity Index (OEI)
GMI-HC-018 Infrastructure-Dependent
Physiologic Alert Source Discrimination Rate (PASDR)
GMI-HC-019 Integration-Required
Compliance Task Scheduling Segregation Index (CTSSI)
GMI-HC-020 Pilot-Ready
Regulatory Event Classification Accuracy (RECA)
GMI-HC-021 Integration-Required
Credentialed Assignment Verification Rate (CAVR)
GMI-HC-022 Pilot-Ready

Predictive Building Maintenance Decision Quality (4 KPIs)

Predictive Deferral Validation Rate (PDVR)
GMI-HC-023 Pilot-Ready
System-Type Prediction Accuracy Variance (STPAV)
GMI-HC-024 Integration-Required
BAS Compensation Masking Rate (BCMR)
GMI-HC-025 Integration-Required
Building Engineer Skill Atrophy Index (BESAI)
GMI-HC-026 Infrastructure-Dependent

Environmental Compliance and Monitoring Integrity (5 KPIs)

Environmental Sensor Source Discrimination Rate (ESSDR)
GMI-HC-027 Pilot-Ready
Monitoring Evidence Paradox Index (MEPI)
GMI-HC-028 Integration-Required
Environmental Safety Margin Index (ESMI)
GMI-HC-029 Pilot-Ready
Energy-Environment AI Coherence Score (EEACS)
GMI-HC-030 Integration-Required
Energy Optimization Margin Consumption Rate (EOMCR)
GMI-HC-031 Integration-Required

Biomedical Equipment Lifecycle Intelligence (3 KPIs)

AEM Interval Compliance Alignment Rate (AICAR)
GMI-HC-032 Integration-Required
Condition Score Cross-Fleet Calibration Index (CSFCI)
GMI-HC-033 Integration-Required
CBM Inspection Scope Coverage Rate (CISCR)
GMI-HC-034 Integration-Required

Work Order Prioritization and Dispatch Accuracy (3 KPIs)

Clinical Impact Priority Accuracy (CIPA)
GMI-HC-035 Pilot-Ready
Facilities Compliance Task Segregation Index (FCTSI)
GMI-HC-036 Pilot-Ready
BMET Assignment Certification Verification Rate (BACVR)
GMI-HC-037 Pilot-Ready

Regulatory Compliance Automation Integrity (2 KPIs)

Joint Commission Classification Accuracy (JCCA)
GMI-HC-038 Integration-Required
Readiness Score Completeness Index (RSCI)
GMI-HC-039 Integration-Required

Simulation Fidelity and Predictive Alert Credibility (5 KPIs)

Building System Twin Divergence Index (BSTDI)
GMI-HC-040 Integration-Required
Maintenance Window Assumption Currency (MWAC)
GMI-HC-041 Integration-Required
Demand Response Capacity Margin Index (DRCMI)
GMI-HC-042 Pilot-Ready
Medical Gas Alert Source Accuracy (MGASA)
GMI-HC-043 Integration-Required
Predictive Alert Response Degradation Rate (PARDR)
GMI-HC-044 Infrastructure-Dependent

Maturity Distribution

Pilot-Ready
16
Integration-Required
22
Infrastructure-Dependent
6

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