Methodology 06

Weighting & Aggregation

HPI applies reasoned weighting and aggregation rules to ensure that indicators, sections, and pillars combine into a balanced, transparent, and meaningful overall result.

Methodology
Aggregation Balance
89.5
/100
Excellent
Sensitivity
+4.0 points
Improvement Impact
Priority
High
Balanced Weighting
Overview Weights Components Controls Dashboard Improvement Actions
Pillar
Indicator Weights 88.9 /100
Excellent
Pillar
Section Weights 89.4 /100
Excellent
Pillar
Pillar Weights 90.2 /100
Excellent
Pillar
Sensitivity Testing 87.8 /100
Excellent
Pillar
Aggregation Clarity 89.7 /100
Excellent
What It Covers
  • Weight assignment to indicators, sections, and pillars
  • Rationale for weights based on evidence and impact
  • Aggregation formula and hierarchical roll-up
  • Balancing of clinical, operational, and experience factors
  • Sensitivity analysis to test impact of weight changes
  • Comparability across hospitals and time periods
  • Fairness and transparency in weighting decisions
building
Core Sections
Indicator Weighting
Indicator Weighting
Section Weighting
Section Weighting
Pillar Weighting
Pillar Weighting
Aggregation Formula
Aggregation Formula
Sensitivity Review
Sensitivity Review
Balance Testing
Balance Testing
Key Elements
  • Evidence-based weight rationale
  • Hierarchical aggregation structure
  • Proportional and practical balance
  • Robust sensitivity analysis
  • Consistent rules across all hospitals
  • Adjustable yet controlled framework
  • Transparency and reproducibility
Risk Signals
  • Over-weighting narrow measures
  • Hidden bias in weight assignment
  • Unstable results from small changes
  • Unclear or undocumented formula
  • Poor sensitivity testing practices
Dashboard Preview
Weight Distribution (Pillars)
Clinical Quality24%
Patient Safety20%
Experience & Engagement16%
Operational Efficiency16%
Workforce Performance12%
Equity & Community12%
Total100%
Weight by Level
  • Indicators 62%
  • Sections 25%
  • Pillars 13%
Sensitivity Impact (±10% Weight Change)
Clinical Quality+3.2
Patient Safety+2.0
Experience & Engagement+1.3
Operational Efficiency-0.8
Workforce Performance-1.4
Equity & Community-2.3
-3-2-101234
Impact on HPI Score (points)
Improvement Actions
  • Document and review weight rationale regularly
  • Conduct sensitivity testing for key components
  • Ensure balance across all pillars and domains
  • Validate weights with internal and external experts
  • Update weights as evidence and priorities evolve
Pillar
Need better weighting and aggregation?
See how our weighting and aggregation process ensures a balanced, fair, and meaningful HPI score.
Explore This Method