Governance Measurement Framework
The GMF is a structured methodology for assessing Cardano's governance health. It combines on-chain metrics with qualitative community insights to produce the State of Governance Report, a point-in-time assessment of how well Cardano's decentralized governance is working.
What is the GMF?
The Governance Measurement Framework (GMF) is a multi-domain assessment model developed by Beyond MVG. It defines the principles, metric categories, and analytical methods used to evaluate Cardano governance across four key actor groups: ADA Holders, Delegated Representatives (DReps), Stake Pool Operators (SPOs), and the Constitutional Committee (CC).
The framework translates raw on-chain data and community feedback into actionable governance insights, organized into a formal State of Governance Report with findings, strengths, challenges, and recommendations.
Data Collection Approach
The GMF uses both quantitative on-chain data and qualitative community insights to build a balanced, multi-perspective view of governance health.
Quantitative (On-Chain)
- Governance snapshots and ledger state via DB Sync
- Delegation and voting records for ADA holders, DReps, and SPOs
- DRep registration, activity, and rationale metadata
- Epoch-based participation metrics aligned with GMF
Qualitative (Off-Chain)
- Semi-structured interviews with DReps, SPOs, CC members
- Ecosystem workshops and governance roundtables
- Community perception surveys across governance platforms
- Public comment submissions and forum discussions
GMF Metric Categories
Governance health is measured across four actor categories. Each category tracks specific metrics that reveal participation, decentralization, accountability, and oversight.
ADA Holder Metrics
Legitimacy & Participation
- Active voting percentage of circulating ADA
- Unique stake addresses delegated to DReps
- Delegation stickiness and redelegation patterns
- Comparative participation rates vs. other PoS networks
DRep Metrics
Decentralization & Accountability
- Gini coefficient of delegated voting power
- Nakamoto coefficient for governance action approval
- Rationale publication rates per epoch
- Net change in active DRep count over time
SPO Metrics
Security & Oversight
- SPO engagement on mandatory vs. optional governance actions
- Stake delegation stickiness across epochs
- Voting power participation on security-critical actions
- Coordination resilience during protocol changes
Constitutional Committee Metrics
Constitutional Adherence & Veto Oversight
- Average response time to governance actions
- Rationale publication rate (99.8% observed in M3)
- Abstention rates by governance action type
- Alignment between CC actions and the Cardano Constitution