Community Standard Compliance
Adherence to domain standards (BIDS, MIAME, CF Conventions)
Justification
Community standard compliance was the only Essential-priority RDA indicator not in the original SHARE framework. RDA-R1.3 has four indicators, three rated Essential — the most emphasized requirement in the entire RDA model. Standards like BIDS (neuroimaging), MIAME (microarrays), and CF Conventions (climate) ensure data works with domain-specific tools. This signal replaces the former E5 (Publication Context) which overlapped with E1.
Practical Guide
Follow domain standards (BIDS, MIAME). Ensures tool compatibility.
Community standard compliance (BIDS for neuroimaging, MIAME for microarrays, CF Conventions for climate) ensures data works with domain-specific tools. We can't measure this in Zenodo (a general-purpose repository), but domain repositories that enforce standards show dramatically better metadata: OpenNeuro (BIDS) averages SHARE 56.3, GEO (MIAME) averages SHARE 73.4. The RDA rates this as the highest-priority requirement — three Essential indicators.
Why this signal matters despite the numbers
No Zenodo data available because community standards are domain-specific and can't be detected in general-purpose repositories. Domain repos that enforce standards show dramatically better metadata quality: OpenNeuro (BIDS) SHARE 56.3, GEO (MIAME) SHARE 73.4.
For Repositories
- Enforce domain standards for relevant data types (BIDS, MIAME, CF)
- Provide validation tools that check compliance before acceptance
- Document which community standards your repository supports
For Depositors
- Check if your domain has a recognized data standard (BIDS, MIAME, CF Conventions)
- Use validation tools to ensure compliance before depositing
- Declare your standard in metadata for machine discoverability
Highest RDA priority (three Essential indicators). Only measurable in domain-specific repositories.
Standards Sources
Convergence score: 3/4 independent sources —
| Standard | Field / Property | Obligation Level |
|---|---|---|
| RDA FAIR | RDA-R1.3-01M | Essential |
| RDA FAIR | RDA-R1.3-01D | Essential |
| RDA FAIR | RDA-R1.3-02M | Essential |
FAIR Principle Alignment
Primary mapping: Reusable (R1.3)
- R1.3: (Meta)data meet domain-relevant community standards
RDA FAIR Data Maturity Model Indicators:
- RDA-R1.3-01M: Metadata complies with a community standard
- RDA-R1.3-01D: Data complies with a community standard
- RDA-R1.3-02M: Metadata is expressed in compliance with a machine-understandable community standard
How This Signal Is Measured
Declaration of community standard compliance or validation against a recognized schema. Binary: standard declared or not.
Empirical Evidence (Zenodo, n=1.3M)
Per-signal statistics use Zenodo as the primary validation source because it is the largest general-purpose repository with structured DataCite metadata, natural variance across all 25 signals, and available citation/usage data. Domain-specific repositories exhibit ceiling effects or restricted variance that preclude per-signal discrimination. Cross-repository validation is reported separately.
Data Source
Zenodo (CERN)
1,328,100 records analyzed
Interpretation: Not directly measurable in Zenodo (general-purpose repository). Best validated in domain-specific repositories where compliance is enforceable.
Cross-repository note: OpenNeuro requires BIDS compliance (100% by design, avg SHARE 56.3). GEO enforces MIAME (avg SHARE 73.4). These repositories demonstrate that community standard mandates dramatically improve overall metadata quality.
Quantitative Evidence
Scoring Formula
community_standard_declared → 4 pts
Contribution: 4 of 100 points · Engagement bucket (0–20)
Empirical validation not yet available for this signal
Community standard compliance is domain-specific and cannot be detected in general-purpose Zenodo. OpenNeuro requires BIDS (100% by design, avg SHARE 56.3). GEO enforces MIAME (avg SHARE 73.4). These mandates confirm that community standards improve overall metadata quality.
Method: Not yet computed · Source: Domain-specific repositories
E — Engagement Bucket
All signals in this bucket: